aws_geo_datasets.tsv

Name	Description	ARN	Region	Type	Explore	Documentation	Contact	ManagedBy	UpdateFrequency	License	Tags	RequesterPays	AccountRequired	Host	ControlledAccess
(EXPERIMENTAL) NOAA FourCastNet Global Forecast System (FourCastNetGFS) (EXPERIMENTAL) - FourCastNet GFS data	FourCastNet GFS data	arn:aws:s3:::noaa-nws-fourcastnetgfs-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nws-fourcastnetgfs-pds.s3.amazonaws.com/index.html)']	For the NOAA Product, https://fourcastnetgfs.readthedocs.io/en/latest/index.html	For questions regarding data content or quality, visit [the NOAA EMC Github site	[NOAA](http://www.noaa.gov/)	4 times a day at 00Z, 06Z, 12Z and 18Z	NOAA's FourCastNetGFS products are released under CC0 license. The underlying Fo	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
(EXPERIMENTAL) NOAA FourCastNet Global Forecast System (FourCastNetGFS) (EXPERIMENTAL) - New data notifications for FourCastNet GFS, only Lambda and SQS protocols allowe	New data notifications for FourCastNet GFS, only Lambda and SQS protocols allowe	arn:aws:sns:us-east-1:709902155096:NewNWSFOURCASTNETGFSObject	us-east-1	SNS Topic		For the NOAA Product, https://fourcastnetgfs.readthedocs.io/en/latest/index.html	For questions regarding data content or quality, visit [the NOAA EMC Github site	[NOAA](http://www.noaa.gov/)	4 times a day at 00Z, 06Z, 12Z and 18Z	NOAA's FourCastNetGFS products are released under CC0 license. The underlying Fo	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
10m Annual Land Use Land Cover (9-class)	10m Annual Land Use Land Cover (9-class)	arn:aws:s3:::io-10m-annual-lulc	us-west-2	S3 Bucket	['[STAC 1.0.0 endpoint](https://api.impactobservatory.com/stac-aws/collections/io-10m-annual-lulc/items)']	https://www.impactobservatory.com/global_maps	hello@impactobservatory.com	[Impact Observatory](https://www.impactobservatory.com/)	A new year is made available annually, each January. A new time series was provi	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, earth observation, environmental, geospatial, satellite imagery, sustainability, stac, cog, land cover, land use, machine learning, mapping, planetary				
2021 Amazon Last Mile Routing Research Challenge Dataset	Dataset including training and testing data Folder almrrc2021_data_training inc	arn:aws:s3:::amazon-last-mile-challenges	us-west-2	S3 Bucket		https://github.com/MIT-CAVE/rc-cli/blob/main/templates/data_structures.md	lastmile-research-challenge@amazon.com	[Amazon](https://www.amazon.com/)	None	Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. The material 	transportation, machine learning, deep learning, amazon.science, urban, analytics, geospatial, logistics, last mile, optimization, routing				
3-Band Cryo Data | Wide-field Infrared Survey Explorer (WISE)	"3-Band Cryo Single-exposure Image Sets: 392,879 calibrated 1024x1024 pix @275""/"	arn:aws:s3:::nasa-irsa-wise/wise/cryo-3band	us-west-2	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/wise.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	The WISE 3-Band Cryo Data Release has been finalized and will not be updated.	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, satellite imagery, survey	False	False		
A region-wide, multi-year set of crop field boundary labels for Africa - Additional rasterized field labels and corresponding Planet images	Additional rasterized field labels and corresponding Planet images	arn:aws:s3:::africa-field-boundary-labels/extra	us-west-2	S3 Bucket		Information on the primary dataset can be found [here](https://github.com/agroim	airg@clarku.edu	[The Agricultural Impacts Research Group](https://agroimpacts.info/)	Updated versions of the dataset are added as they are developed	[Planet NICFI participant license agreement](https://assets.planet.com/docs/Plan	agriculture, machine learning, land cover, satellite imagery, cog, labeled				
A region-wide, multi-year set of crop field boundary labels for Africa - Field boundaries and corresponding Planet images	Field boundaries and corresponding Planet images	arn:aws:s3:::africa-field-boundary-labels	us-west-2	S3 Bucket		Information on the primary dataset can be found [here](https://github.com/agroim	airg@clarku.edu	[The Agricultural Impacts Research Group](https://agroimpacts.info/)	Updated versions of the dataset are added as they are developed	[Planet NICFI participant license agreement](https://assets.planet.com/docs/Plan	agriculture, machine learning, land cover, satellite imagery, cog, labeled				
A2D2: Audi Autonomous Driving Dataset	http://a2d2audi	arn:aws:s3:::aev-autonomous-driving-dataset	eu-central-1	S3 Bucket		http://a2d2.audi	aevdrivingdataset@audi.de	[Audi AG](http://a2d2.audi/)	The dataset may be updated with additional or corrected data on a need-to-update	https://creativecommons.org/licenses/by-nd/4.0/	autonomous vehicles, deep learning, computer vision, lidar, mapping, machine learning, robotics, aws-pds				
ABoVE: Bias-Corrected IMERG Monthly Precipitation for Alaska and Canada, 2000-2020	ABoVE: Bias-Corrected IMERG Monthly Precipitation for Alaska and Canada, 2000-20	arn:aws:s3:::ornl-cumulus-prod-protected/above/IMERG_Precip_Canada_Alaska/data	us-west-2	S3 Bucket		https://doi.org/10.3334/ORNLDAAC/2097	ORNL DAAC User Services Office: uso@daac.ornl.gov.	NASA	From 2000-06-01 to 2020-12-31	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, atmosphere, cog, earth observation, global, land, radar, cog	False			https://data.ornldaac.earthdata.nasa.gov/s3credentials
AG-LOAM Dataset	AG-LOAM Dataset sequences	arn:aws:s3:::ucr-robotics/ag-loam-dataset	us-west-2	S3 Bucket		https://github.com/UCR-Robotics/AG-LOAM	Hanzhe Teng (hteng007@ucr.edu), Konstantinos Karydis (kkarydis@ece.ucr.edu)	[Autonomous Robots and Control Systems Lab](https://sites.google.com/view/arcs-l	NA	Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0).	aws-pds, robotics, agriculture, lidar, localization, mapping				
AI Weather Prediction (AIWP) Model Reforecasts	AIWP data	arn:aws:s3:::noaa-oar-mlwp-data	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-oar-mlwp-data.s3.amazonaws.com/index.html)']	https://noaa-oar-mlwp-data.s3.amazonaws.com/README.txt	For questions regarding data availability, content, or quality, contact Dr. Jaco	Dr. Jacob Radford (jacob.radford@noaa.gov)	2 times a day, every 12 hours starting at midnight UTC	Open Data. There are no restrictions on the use of this data.	environmental, meteorological, weather				
AIRS/Aqua L1B Infrared (IR) geolocated and calibrated radiances V005 (AIRIBRAD) at GES DISC	AIRS/Aqua L1B Infrared (IR) geolocated and calibrated radiances V005 (AIRIBRAD)	arn:aws:s3:::gesdisc-cumulus-prod-protected/Aqua_AIRS_Level1/AIRIBRAD.005/	us-west-2	S3 Bucket		https://doi.org/10.5067/YZEXEVN4JGGJ	GES DISC HELP DESK SUPPORT GROUP: gsfc-dl-help-disc@mail.nasa.gov	NASA	From 2002-08-30 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, atmosphere, datacenter, earth observation, global, hdf, ice, land, metadata, opendap, orbit	False			https://data.gesdisc.earthdata.nasa.gov/s3credentials
AIRS/Aqua L1C Infrared (IR) resampled and corrected radiances V6.7 (AIRICRAD) at GES DISC	AIRS/Aqua L1C Infrared (IR) resampled and corrected radiances V67 (AIRICRAD) at	arn:aws:s3:::gesdisc-cumulus-prod-protected/Aqua_AIRS_Level1/AIRICRAD.6.7/	us-west-2	S3 Bucket		https://doi.org/10.5067/VWD3DRC07UEN	GES DISC HELP DESK SUPPORT GROUP: gsfc-dl-help-disc@mail.nasa.gov. Home Page: ht	NASA	From 2002-08-30 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, atmosphere, climate, datacenter, earth observation, global, metadata, opendap, orbit, hdf	False			https://data.gesdisc.earthdata.nasa.gov/s3credentials
ARPA-E PERFORM Forecast data - ARPA-E PERFORM Forecast data	ARPA-E PERFORM Forecast data	arn:aws:s3:::arpa-e-perform/	us-west-2	S3 Bucket		https://github.com/PERFORM-Forecasts/documentation	https://github.com/openEDI/PERFORM-Forecasts/documentation/issues	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar				
ARPA-E PERFORM Forecast data - Forecasts and Actuals for The Electric Reliability Council of Texas (ERCOT)	Forecasts and Actuals for The Electric Reliability Council of Texas (ERCOT)	arn:aws:s3:::arpa-e-perform/ERCOT/	us-west-2	S3 Bucket		https://github.com/PERFORM-Forecasts/documentation	https://github.com/openEDI/PERFORM-Forecasts/documentation/issues	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar				
ARPA-E PERFORM Forecast data - Forecasts and Actuals for The Midcontinent Independent System Operator (MISO)	Forecasts and Actuals for The Midcontinent Independent System Operator (MISO)	arn:aws:s3:::arpa-e-perform/MISO/	us-west-2	S3 Bucket		https://github.com/PERFORM-Forecasts/documentation	https://github.com/openEDI/PERFORM-Forecasts/documentation/issues	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar				
ARPA-E PERFORM Forecast data - Forecasts and Actuals for The New York Independent System Operator (NYISO)	Forecasts and Actuals for The New York Independent System Operator (NYISO)	arn:aws:s3:::arpa-e-perform/NYISO/	us-west-2	S3 Bucket		https://github.com/PERFORM-Forecasts/documentation	https://github.com/openEDI/PERFORM-Forecasts/documentation/issues	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar				
ARPA-E PERFORM Forecast data - Forecasts and Actuals for The Southwest Power Pool (SPP)	Forecasts and Actuals for The Southwest Power Pool (SPP)	arn:aws:s3:::arpa-e-perform/SPP/	us-west-2	S3 Bucket		https://github.com/PERFORM-Forecasts/documentation	https://github.com/openEDI/PERFORM-Forecasts/documentation/issues	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar				
ASF SAR Data Products for Disaster Events - ASF Event data S3 bucket	ASF Event data S3 bucket	arn:aws:s3:::asf-event-data	us-west-2	S3 Bucket	['[Browse Bucket](https://asf-event-data.s3.amazonaws.com/index.html)']	https://asf-event-data.s3.us-west-2.amazonaws.com/README.md	https://asf.alaska.edu/asf/contact-us/	[The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/)	"Irregular, in response to disaster events
"	This data falls under the terms and conditions of the [Creative Commons Zero (CC	aws-pds, disaster response, satellite imagery, geospatial, cog, stac				
ASF SAR Data Products for Disaster Events - Notifications for new event data	Notifications for new event data	arn:aws:sns:us-west-2:654654592981:asf-event-data-object_created	us-west-2	SNS Topic		https://asf-event-data.s3.us-west-2.amazonaws.com/README.md	https://asf.alaska.edu/asf/contact-us/	[The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/)	"Irregular, in response to disaster events
"	This data falls under the terms and conditions of the [Creative Commons Zero (CC	aws-pds, disaster response, satellite imagery, geospatial, cog, stac				
ASTER L1T Cloud-Optimized GeoTIFFs - Imagery and metadata	Imagery and metadata	arn:aws:s3:::aster-l1t	us-west-2	S3 Bucket		https://github.com/awslabs/open-data-docs/tree/main/docs/aster-l1t	support@earthdaily.com	[EarthDaily](https://earthdaily.com/)	Daily	There are no restrictions on the use of data, unless expressly identified prior 	aws-pds, earth observation, satellite imagery, geospatial, natural resource, sustainability, mining, cog	False			
ASTER L1T Cloud-Optimized GeoTIFFs - New image notifications	New image notifications	arn:aws:sns:us-west-2:526859492376:aster-l1t-object_created	us-west-2	SNS Topic		https://github.com/awslabs/open-data-docs/tree/main/docs/aster-l1t	support@earthdaily.com	[EarthDaily](https://earthdaily.com/)	Daily	There are no restrictions on the use of data, unless expressly identified prior 	aws-pds, earth observation, satellite imagery, geospatial, natural resource, sustainability, mining, cog				
ASTER Level 1T Precision Terrain Corrected Registered At-Sensor Radiance V004	ASTER Level 1T Precision Terrain Corrected Registered At-Sensor Radiance V004	arn:aws:s3:::lp-prod-protected/AST_L1T.004	us-west-2	S3 Bucket		https://doi.org/10.5067/ASTER/AST_L1T.004	User Services: lpdaac@usgs.gov. Home Page: https://www.earthdata.nasa.gov/center	NASA	From 2000-03-04 to Ongoing (Varies)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, cog, earth observation, global, land, orbit, cog	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
ATLAS/ICESat-2 L2A Global Geolocated Photon Data V006	ATLAS/ICESat-2 L2A Global Geolocated Photon Data V006	arn:aws:s3:::nsidc-cumulus-prod-protected/ATLAS/ATL03/006	us-west-2	S3 Bucket		https://doi.org/10.5067/ATLAS/ATL03.006	Email: nsidc@nsidc.org. Home Page: https://nsidc.org/daac	NASA	From 2018-10-13 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, atmosphere, datacenter, earth observation, global, hdf, ice, land, water	False			https://data.nsidc.earthdatacloud.nasa.gov/s3credentials
ATLAS/ICESat-2 L3A Land and Vegetation Height V006	ATLAS/ICESat-2 L3A Land and Vegetation Height V006	arn:aws:s3:::nsidc-cumulus-prod-protected/ATLAS/ATL08/006	us-west-2	S3 Bucket		https://doi.org/10.5067/ATLAS/ATL08.006	NASA NSIDC DAAC: nsidc@nsidc.org. Home Page: https://nsidc.org/daac	NASA	From 2018-10-14 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, atmosphere, datacenter, earth observation, global, ice, land, hdf	False			https://data.nsidc.earthdatacloud.nasa.gov/s3credentials
Africa Soil Information Service (AfSIS) Soil Chemistry	Paired wet and dry chemistry measurements for georeferenced soilscollected by t	arn:aws:s3:::afsis	us-east-1	S3 Bucket		https://github.com/qedsoftware/afsis-soil-chem-tutorial	afsis@qed.ai	[QED](https://qed.ai/)	As required	"ODC Open Database License (""[ODbL](https://opendatacommons.org/licenses/odbl/sum"	agriculture, aws-pds, environmental, food security, machine learning, life sciences				
All-Sky Data | Wide-field Infrared Survey Explorer (WISE)	"All-Sky Single-exposure Image Sets: 1,491,686 calibrated 1024x1024 pix @275""/pi"	arn:aws:s3:::nasa-irsa-wise/wise/allsky	us-west-2	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/wise.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	The All-Sky Data Release has been finalized and will not be updated.	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, satellite imagery, survey	False	False		
AllWISE Data | Wide-field Infrared Survey Explorer (WISE)	The AllWISE Images Atlas includes 18,240 4-band (34, 46, 12, 22 microns) calib	arn:aws:s3:::nasa-irsa-wise/wise/allwise	us-west-2	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/wise.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	The AllWISE Data Release has been finalized and will not be updated. However, th	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, parquet, satellite imagery, survey	False	False		
Amazonia EO satellite on AWS - Amazonia 1 imagery (COG files, quicklooks, metadata)	Amazonia 1 imagery (COG files, quicklooks, metadata)	arn:aws:s3:::brazil-eosats	us-west-2	S3 Bucket	['[STAC V1.0.0 endpoint](https://stac.scitekno.com.br/v100)', '[stacindex](https://stacindex.org/catalogs/cbers)']	http://www.inpe.br/amazonia1	https://lists.osgeo.org/mailman/listinfo/cbers-pds	[Frederico Liporace](https://github.com/fredliporace)	Daily	https://creativecommons.org/licenses/by-sa/3.0/	aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, sustainability, disaster response, stac, cog	False			
Amazonia EO satellite on AWS - Notifications for new quicklooks	Notifications for new quicklooks	arn:aws:sns:us-west-2:599544552497:NewAM1Quicklook	us-west-2	SNS Topic		http://www.inpe.br/amazonia1	https://lists.osgeo.org/mailman/listinfo/cbers-pds	[Frederico Liporace](https://github.com/fredliporace)	Daily	https://creativecommons.org/licenses/by-sa/3.0/	aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, sustainability, disaster response, stac, cog				
Amazonia EO satellite on AWS - STAC static catalog	STAC static catalog	arn:aws:s3:::br-eo-stac-1-0-0	us-west-2	S3 Bucket		http://www.inpe.br/amazonia1	https://lists.osgeo.org/mailman/listinfo/cbers-pds	[Frederico Liporace](https://github.com/fredliporace)	Daily	https://creativecommons.org/licenses/by-sa/3.0/	aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, sustainability, disaster response, stac, cog	False			
Amazonia EO satellite on AWS - Topic that receives STAC V100 items as new scenes are ingested	Topic that receives STAC V100 items as new scenes are ingested	arn:aws:sns:us-west-2:769537946825:br-eo-stac-prod-stacitemtopic4BCE3141-Z8he7LYjqXFe	us-west-2	SNS Topic		http://www.inpe.br/amazonia1	https://lists.osgeo.org/mailman/listinfo/cbers-pds	[Frederico Liporace](https://github.com/fredliporace)	Daily	https://creativecommons.org/licenses/by-sa/3.0/	aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, sustainability, disaster response, stac, cog				
Analysis Ready Sentinel-1 Backscatter Imagery - Sentinel-1 RTC tiled data and metadata in a S3 bucket	Sentinel-1 RTC tiled data and metadata in a S3 bucket	arn:aws:s3:::sentinel-s1-rtc-indigo	us-west-2	S3 Bucket	['[STAC V1.0.0 endpoint](https://scottyhq.github.io/sentinel1-rtc-stac/#/)']	https://sentinel-s1-rtc-indigo-docs.s3-us-west-2.amazonaws.com/index.html	For questions regarding data methodology or delivery, contact sentinel1@indigoag	[Indigo Ag, Inc.](https://www.indigoag.com/)	Data updates are paused while we repair the processing pipeline, but the target 	The use of these data fall under the terms and conditions of the [Indigo Atlas S	agriculture, aws-pds, disaster response, earth observation, environmental, geospatial, satellite imagery, cog, stac, synthetic aperture radar				
Analysis Ready Sentinel-1 Backscatter Imagery - Simple Notification Service (SNS) topic for notification of new tile uploads	Simple Notification Service (SNS) topic for notification of new tile uploads	arn:aws:sns:us-west-2:410373799403:sentinel-s1-rtc-indigo-object_created	us-west-2	SNS Topic		https://sentinel-s1-rtc-indigo-docs.s3-us-west-2.amazonaws.com/index.html	For questions regarding data methodology or delivery, contact sentinel1@indigoag	[Indigo Ag, Inc.](https://www.indigoag.com/)	Data updates are paused while we repair the processing pipeline, but the target 	The use of these data fall under the terms and conditions of the [Indigo Atlas S	agriculture, aws-pds, disaster response, earth observation, environmental, geospatial, satellite imagery, cog, stac, synthetic aperture radar				
ArcticDEM - ArcticDEM DEM Mosaics	ArcticDEM DEM Mosaics	arn:aws:s3:::pgc-opendata-dems/arcticdem/mosaics/	us-west-2	S3 Bucket	['[Browse Static STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/arcticdem/mosaics.json)', '[Dynamic STAC API Endpoint](https://stac.pgc.umn.edu/api/v1/)']	https://www.pgc.umn.edu/data/arcticdem/	pgc-support@umn.edu	[Polar Geospatial Center](https://www.pgc.umn.edu/)	New DEM strips are added twice yearly.  Mosaic products are added as soon as the	[Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom	aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac				
ArcticDEM - ArcticDEM DEM Strips	ArcticDEM DEM Strips	arn:aws:s3:::pgc-opendata-dems/arcticdem/strips/	us-west-2	S3 Bucket	['[Browse Static STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/arcticdem/strips.json)', '[Dynamic STAC API Guide](https://www.pgc.umn.edu/guides/stereo-derived-elevation-models/stac-access-static-and-dynamic-api/)']	https://www.pgc.umn.edu/data/arcticdem/	pgc-support@umn.edu	[Polar Geospatial Center](https://www.pgc.umn.edu/)	New DEM strips are added twice yearly.  Mosaic products are added as soon as the	[Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom	aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac				
Argoverse	Argoverse	arn:aws:s3:::argoverse	us-east-1	S3 Bucket		https://argoverse.github.io/user-guide/	https://github.com/argoverse/av2-api/issues	[Argoverse](https://argoverse.org)	Infrequently	[CC-BY-NC-SA-4.0](https://spdx.org/licenses/CC-BY-NC-SA-4.0.html)	aws-pds, autonomous vehicles, computer vision, lidar, robotics, geospatial				
Astrophysics Division Galaxy Morphology Benchmark Dataset	NASA APD Galaxy Morphology dataset	arn:aws:s3:::nasa-apd-galaxymorph	us-west-2	S3 Bucket		https://github.com/erinleeryan/nasa_astro_aiml/tree/main/galaxymorphology	Roopesh.Ojha@nasa.gov	[NASA](https://osdr.nasa.gov/)	No updates	There are no restrictions on the use of this data.	aws-pds, astronomy, machine learning, satellite imagery, NASA SMD AI				
Atmospheric Models from Météo-France	Atmospheric Models from Météo-France	arn:aws:s3:::mf-nwp-models	eu-west-1	S3 Bucket	['[Browse Bucket](https://mf-nwp-models.s3.amazonaws.com/index.html)']	https://mf-models-on-aws.org	contact@openmeteodata.com	[OpenMeteoData](https://openmeteodata.com)	Every 6 hours	https://mf-models-on-aws.org/en/doc/license	aws-pds, agriculture, climate, disaster response, earth observation, environmental, meteorological, model, weather				
Aurora Multi-Sensor Dataset	Aurora Multi-Sensor Dataset	arn:aws:s3:::pit30m	us-east-1	S3 Bucket		A third-party development kit authored by Andrei Bârsan of the University of Tor	ams-dataset@aurora.tech	Aurora Operations, Inc.	This dataset is complete.	This data is intended for non-commercial academic use only. It is licensed under	aws-pds, autonomous vehicles, computer vision, lidar, mapping, robotics, transportation, urban, weather, traffic, image processing, machine learning, deep learning				
Blended TROPOMI+GOSAT Satellite Data Product for Atmospheric Methane	Blended TROPOMI+GOSAT netCDF files	arn:aws:s3:::blended-tropomi-gosat-methane	us-west-2	S3 Bucket	['[Browse Bucket](https://s3-us-west-2.amazonaws.com/blended-tropomi-gosat-methane/index.html)']	https://github.com/nicholasbalasus/write_blended_files/blob/main/PUM.md	nicholasbalasus@g.harvard.edu	Nicholas Balasus	Monthly	There are no restrictions on the use of this data, but please contact nicholasba	aws-pds, climate, environmental, satellite imagery				
CAM6 Data Assimilation Research Testbed (DART) Reanalysis: Cloud-Optimized Dataset	Project data files	arn:aws:s3:::ncar-dart-cam6	us-west-2	S3 Bucket		https://doi.org/10.26024/sprq-2d04	rdahelp@ucar.edu	[National Center for Atmospheric Research](https://ncar.ucar.edu/)	Rare.  Additional variables or years outside of 2011-2019 may be added in the fu	https://www.ucar.edu/terms-of-use/data	atmosphere, land, climate, climate model, data assimilation, forecast, meteorological, weather, geoscience, geospatial, aws-pds, zarr				
CBERS on AWS - CBERS imagery (COG files, quicklooks, metadata)	CBERS imagery (COG files, quicklooks, metadata)	arn:aws:s3:::brazil-eosats	us-west-2	S3 Bucket	['[STAC V1.0.0 endpoint](https://stac.scitekno.com.br/v100)', '[stacindex](https://stacindex.org/catalogs/cbers)']	https://github.com/fredliporace/cbers-on-aws	https://lists.osgeo.org/mailman/listinfo/cbers-pds	[Frederico Liporace](https://github.com/fredliporace)	Daily	https://creativecommons.org/licenses/by-sa/3.0/	aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog	False			
CBERS on AWS - Notifications for new CBERS 4 quicklooks, all sensors	Notifications for new CBERS 4 quicklooks, all sensors	arn:aws:sns:us-west-2:599544552497:NewCB4Quicklook	us-west-2	SNS Topic		https://github.com/fredliporace/cbers-on-aws	https://lists.osgeo.org/mailman/listinfo/cbers-pds	[Frederico Liporace](https://github.com/fredliporace)	Daily	https://creativecommons.org/licenses/by-sa/3.0/	aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog				
CBERS on AWS - Notifications for new CBERS 4A quicklooks, all sensors	Notifications for new CBERS 4A quicklooks, all sensors	arn:aws:sns:us-west-2:599544552497:NewCB4AQuicklook	us-west-2	SNS Topic		https://github.com/fredliporace/cbers-on-aws	https://lists.osgeo.org/mailman/listinfo/cbers-pds	[Frederico Liporace](https://github.com/fredliporace)	Daily	https://creativecommons.org/licenses/by-sa/3.0/	aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog				
CBERS on AWS - STAC static catalog	STAC static catalog	arn:aws:s3:::br-eo-stac-1-0-0	us-west-2	S3 Bucket		https://github.com/fredliporace/cbers-on-aws	https://lists.osgeo.org/mailman/listinfo/cbers-pds	[Frederico Liporace](https://github.com/fredliporace)	Daily	https://creativecommons.org/licenses/by-sa/3.0/	aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog	False			
CBERS on AWS - Topic that receives STAC V100 items as new scenes are ingested	Topic that receives STAC V100 items as new scenes are ingested	arn:aws:sns:us-west-2:769537946825:br-eo-stac-prod-stacitemtopic4BCE3141-Z8he7LYjqXFe	us-west-2	SNS Topic		https://github.com/fredliporace/cbers-on-aws	https://lists.osgeo.org/mailman/listinfo/cbers-pds	[Frederico Liporace](https://github.com/fredliporace)	Daily	https://creativecommons.org/licenses/by-sa/3.0/	aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog				
CCRS MODIS albedo over Canada | Albédo MODIS du CCT couvrant le Canada - CCRS MODIS Albedo, Cloud Optimized GeoTIFF (COG) images	CCRS MODIS Albedo, Cloud Optimized GeoTIFF (COG) images	arn:aws:s3:::ccrs-modis-albedo	ca-central-1	S3 Bucket		https://data.eodms-sgdot.nrcan-rncan.gc.ca/public/CCRS/Trishchenko_MODIS_Albedo	alexander.trichtchenko@nrcan-rncan.gc.ca	Canada Centre for Remote Sensing (CCRS), Canada Centre for Mapping and Earth Obs	"Semi-annually, until the end of MODIS operations
Deux fois par an, jusqu'à la fi"	Creative Commons Licence. Creative Commons BY 4.0 https://creativecommons.org/li	aws-pds, analysis ready data, broadband, cog, earth observation, satellite imagery				
CCRS MODIS albedo over Canada | Albédo MODIS du CCT couvrant le Canada - Notifications for new CCRS MODIS Albedo data	Notifications for new CCRS MODIS Albedo data	arn:aws:sns:ca-central-1:675987781521:ccrs-modis-albedo-object_created	ca-central-1	SNS Topic		https://data.eodms-sgdot.nrcan-rncan.gc.ca/public/CCRS/Trishchenko_MODIS_Albedo	alexander.trichtchenko@nrcan-rncan.gc.ca	Canada Centre for Remote Sensing (CCRS), Canada Centre for Mapping and Earth Obs	"Semi-annually, until the end of MODIS operations
Deux fois par an, jusqu'à la fi"	Creative Commons Licence. Creative Commons BY 4.0 https://creativecommons.org/li	aws-pds, analysis ready data, broadband, cog, earth observation, satellite imagery				
CMAS Data Warehouse - 2016v3 Modeling Platform	2016v3 Modeling Platform	arn:aws:s3:::2016v3platform	us-east-1	S3 Bucket	['[Browse Bucket](https://2016v3platform.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - 2018v2 Modeling Platform	2018v2 Modeling Platform	arn:aws:s3:::2018v2platform	us-east-1	S3 Bucket	['[Browse Bucket](https://2018v2platform.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - 2019 Modeling Platform	2019 Modeling Platform	arn:aws:s3:::2019platform	us-east-1	S3 Bucket	['[Browse Bucket](https://2019platform.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - 2020 Modeling Platform	2020 Modeling Platform	arn:aws:s3:::2020platform	us-east-1	S3 Bucket	['[Browse Bucket](https://2020platform.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - AMET Data	AMET Data	arn:aws:s3:::cmas-amet	us-east-1	S3 Bucket	['[Browse Bucket](https://cmas-amet.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - CMAQ 2018 Modeling Platform	CMAQ 2018 Modeling Platform	arn:aws:s3:::cmas-cmaq-modeling-platform-2018	us-east-1	S3 Bucket	['[Browse Bucket](https://cmas-cmaq-modeling-platform-2018.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - CMAQ 2019 Modeling Platform	CMAQ 2019 Modeling Platform	arn:aws:s3:::cmaq-2019-modeling-platform	us-east-1	S3 Bucket	['[Browse Bucket](https://cmaq-2019-modeling-platform.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - CMAQ 2021 Modeling Platform	CMAQ 2021 Modeling Platform	arn:aws:s3:::2021platform	us-east-1	S3 Bucket	['[Browse Bucket](https://2021platform.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - CMAQ 2023 12US4 CRACMM3 Modeling Platform	CMAQ 2023 12US4 CRACMM3 Modeling Platform	arn:aws:s3::::::cmaq-12us4-cracmm3-modeling-platform-2023	us-east-1	S3 Bucket	['[Browse Bucket](https://cmaq-12us4-cracmm3-modeling-platform-2023.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - CMAQ Benchmark Data	CMAQ Benchmark Data	arn:aws:s3:::cmas-cmaq	us-east-1	S3 Bucket	['[Browse Bucket](https://cmas-cmaq.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - CMAQ CONUS-2 Benchmark Data	CMAQ CONUS-2 Benchmark Data	arn:aws:s3:::cmas-cmaq-conus2-benchmark	us-east-1	S3 Bucket	['[Browse Bucket](https://cmas-cmaq-conus2-benchmark.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - CMAQ Model Versions 55 CRACMM2 Input Data (2022r1) -- 12/22/2021 - 12/31/2022 1	CMAQ Model Versions 55 CRACMM2 Input Data (2022r1) -- 12/22/2021 - 12/31/2022 1	arn:aws:s3::::::cmaq-12us1-cracmm2-modeling-platform-2022	us-east-1	S3 Bucket	['[Browse Bucket](https://cmaq-12us1-cracmm2-modeling-platform-2022.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - CMAQ Release Benchmark Data for Easy Download	CMAQ Release Benchmark Data for Easy Download	arn:aws:s3:::cmaq-release-benchmark-data-for-easy-download	us-east-1	S3 Bucket	['[Browse Bucket](https://cmaq-release-benchmark-data-for-easy-download.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - CMAS WWLLN Lightning Data	CMAS WWLLN Lightning Data	arn:aws:s3:::cmas-wwlln-lightning	us-east-1	S3 Bucket	['[Browse Bucket](https://cmas-wwlln-lightning.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - Community Multiscale Air Quality (CMAQ) 2019 3D Gridded and Column data from the	Community Multiscale Air Quality (CMAQ) 2019 3D Gridded and Column data from the	arn:aws:s3:::epa-equates-v1	us-east-1	S3 Bucket	['[Browse Bucket](https://epa-equates-v1.s3.amazonaws.com/index.html)', '[EPA CMAQ 2019 3D Gridded and Column data from EQUATES Project](https://aws.amazon.com/marketplace/pp/prodview-kziefcewnxcxe?sr=0-5&ref_=beagle&applicationId=AWSMPContessa)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - EPA 2022 Modeling Platform	EPA 2022 Modeling Platform	arn:aws:s3:::epa-2022-modeling-platform	us-east-1	S3 Bucket	['[Browse Bucket](https://epa-2022-modeling-platform.s3.amazonaws.com/index.html)', '[OAQPS 2022 Modeling Platform](https://registry.opendata.aws/epa-2022-modeling-platform/)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - EQUATES EPA’s Air QUAlity TimE Series Project Data	EQUATES EPA’s Air QUAlity TimE Series Project Data	arn:aws:s3:::cmas-equates	us-east-1	S3 Bucket	['[Browse Bucket](https://cmas-equates.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - MPAS-CMAQ Input Data	MPAS-CMAQ Input Data	arn:aws:s3:::mpas-cmaq	us-east-1	S3 Bucket	['[Browse Bucket](https://mpas-cmaq.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - SMOKE 2016 Modeling Platform	SMOKE 2016 Modeling Platform	arn:aws:s3:::cmas-smoke-modeling-platform-2016	us-east-1	S3 Bucket	['[Browse Bucket](https://cmas-smoke-modeling-platform-2016.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMAS Data Warehouse - SMOKE Test Case	SMOKE Test Case	arn:aws:s3:::cmas-smoke-testcase	us-east-1	S3 Bucket	['[Browse Bucket](https://cmas-smoke-testcase.s3.amazonaws.com/index.html)']	https://dataverse.unc.edu/dataverse/cmascenter	cmas@unc.edu	[CMAS CENTER](https://cmascenter.org/)	New data is added as soon as it is available.	There are no restrictions on the use of this data. US EPA License (https://paste	aws-pds, air quality, meteorological, geospatial, environmental, climate				
CMIP6 GCMs downscaled using WRF	WRF output files	arn:aws:s3:::wrf-cmip6-noversioning	us-west-2	S3 Bucket	['[Browse Bucket](https://wrf-cmip6-noversioning.s3.amazonaws.com/index.html)']	https://dept.atmos.ucla.edu/alexhall/downscaling-cmip6	srahimi@uwyo.edu, leih@ucla.edu	[UCLA Center for Climate Science](https://dept.atmos.ucla.edu/)	New downscaled results are uploaded as soon as they become available	Creative Commons Attribution 4.0 International License	aws-pds, agriculture, atmosphere, climate, earth observation, environmental, model, oceans, simulations, weather				
CRC-SAS/SISSA historical seasonal and subseasonal forecast database	CRC-SAS/SISSA Retrospective Daily forecast database	arn:aws:s3:::sissa-forecast-database	us-west-2	S3 Bucket	['[Browse Bucket](https://s3-us-west-2.amazonaws.com/sissa-forecast-database/index.html)']	General information, tutorials and examples, contact us atl sissa-aws@smn.gob.ar	For any questions regarding the data set or any general questions, you can conta	[SISSA](https://sissa.crc-sas.org/)	Static database from 2000-2019 without correction and 2010-2019 with correction.	[Creative Commons Attribution 2.5 Argentina License](https://creativecommons.org	aws-pds, earth observation, natural resource, weather, forecast, meteorological, agriculture, hydrology				
CanElevation - Canada Digital Elevation Models - High-Resolution Digital Elevation Model (HRDEM) generated from optical stereo im	High-Resolution Digital Elevation Model (HRDEM) generated from optical stereo im	arn:aws:s3:::canelevation-dem/hrdem-arcticdem/	ca-central-1	S3 Bucket	['[STAC catalog](https://datacube.services.geo.ca/stac/api/search?collections=hrdem-arcticdem)', '[STAC Browser by Radiant Earth](https://radiantearth.github.io/stac-browser/#/external/datacube.services.geo.ca/stac/api/collections/hrdem-arcticdem)', '[Browse Bucket](https://canelevation-dem.s3.ca-central-1.amazonaws.com/index.html)']	[Medium Resolution Digital Elevation Model - MRDEM](https://open.canada.ca/data/	geoinfo@nrcan-rncan.gc.ca	[Natural Resources Canada](https://nrcan.gc.ca/)	"The dataset is updated as new DEM models becomes available.
<br/>
L'ensemble de "	[Open Government License (OGL)](https://open.canada.ca/en/open-government-licenc	aws-pds, canada, elevation, geospatial, stac, land, dsm, dtm, dem				
CanElevation - Canada Digital Elevation Models - Medium Resolution Digital Elevation Model (MRDEM) Modèle numérique d'élévation	Medium Resolution Digital Elevation Model (MRDEM) Modèle numérique d'élévation	arn:aws:s3:::canelevation-dem/mrdem-30/	ca-central-1	S3 Bucket	['[STAC catalog](https://datacube.services.geo.ca/stac/api/search?collections=mrdem-30)', '[STAC Browser by Radiant Earth](https://radiantearth.github.io/stac-browser/#/external/datacube.services.geo.ca/stac/api/collections/mrdem-30)', '[Browse Bucket](https://canelevation-dem.s3.ca-central-1.amazonaws.com/index.html)']	[Medium Resolution Digital Elevation Model - MRDEM](https://open.canada.ca/data/	geoinfo@nrcan-rncan.gc.ca	[Natural Resources Canada](https://nrcan.gc.ca/)	"The dataset is updated as new DEM models becomes available.
<br/>
L'ensemble de "	[Open Government License (OGL)](https://open.canada.ca/en/open-government-licenc	aws-pds, canada, elevation, geospatial, stac, land, dsm, dtm, dem				
CanElevation - Canada Digital Elevation Models - Mosaic of High Resolution Digital Elevation Model (HRDEM) at 1m / Mosaïque de Mo	Mosaic of High Resolution Digital Elevation Model (HRDEM) at 1m / Mosaïque de Mo	arn:aws:s3:::canelevation-dem/hrdem-mosaic-1m/	ca-central-1	S3 Bucket	['[STAC catalog](https://datacube.services.geo.ca/stac/api/search?collections=hrdem-mosaic-1m)', '[STAC Browser by Radiant Earth](https://radiantearth.github.io/stac-browser/#/external/datacube.services.geo.ca/stac/api/collections/hrdem-mosaic-1m)', '[Browse Bucket](https://canelevation-dem.s3.ca-central-1.amazonaws.com/index.html)']	[Medium Resolution Digital Elevation Model - MRDEM](https://open.canada.ca/data/	geoinfo@nrcan-rncan.gc.ca	[Natural Resources Canada](https://nrcan.gc.ca/)	"The dataset is updated as new DEM models becomes available.
<br/>
L'ensemble de "	[Open Government License (OGL)](https://open.canada.ca/en/open-government-licenc	aws-pds, canada, elevation, geospatial, stac, land, dsm, dtm, dem				
CanElevation - Canada Digital Elevation Models - Mosaic of High Resolution Digital Elevation Model (HRDEM) at 2m / Mosaïque de Mo	Mosaic of High Resolution Digital Elevation Model (HRDEM) at 2m / Mosaïque de Mo	arn:aws:s3:::canelevation-dem/hrdem-mosaic-2m/	ca-central-1	S3 Bucket	['[STAC catalog](https://datacube.services.geo.ca/stac/api/search?collections=hrdem-mosaic-2m)', '[STAC Browser by Radiant Earth](https://radiantearth.github.io/stac-browser/#/external/datacube.services.geo.ca/stac/api/collections/hrdem-mosaic-2m)', '[Browse Bucket](https://canelevation-dem.s3.ca-central-1.amazonaws.com/index.html)']	[Medium Resolution Digital Elevation Model - MRDEM](https://open.canada.ca/data/	geoinfo@nrcan-rncan.gc.ca	[Natural Resources Canada](https://nrcan.gc.ca/)	"The dataset is updated as new DEM models becomes available.
<br/>
L'ensemble de "	[Open Government License (OGL)](https://open.canada.ca/en/open-government-licenc	aws-pds, canada, elevation, geospatial, stac, land, dsm, dtm, dem				
CanElevation - Canada Digital Elevation Models - Mosaic of High Resolution Digital Elevation Model (HRDEM) by LiDAR acquisition p	Mosaic of High Resolution Digital Elevation Model (HRDEM) by LiDAR acquisition p	arn:aws:s3:::canelevation-dem/hrdem-lidar/	ca-central-1	S3 Bucket	['[STAC catalog](https://datacube.services.geo.ca/stac/api/search?collections=hrdem-lidar)', '[STAC Browser by Radiant Earth](https://radiantearth.github.io/stac-browser/#/external/datacube.services.geo.ca/stac/api/collections/hrdem-lidar)', '[Browse Bucket](https://canelevation-dem.s3.ca-central-1.amazonaws.com/index.html)']	[Medium Resolution Digital Elevation Model - MRDEM](https://open.canada.ca/data/	geoinfo@nrcan-rncan.gc.ca	[Natural Resources Canada](https://nrcan.gc.ca/)	"The dataset is updated as new DEM models becomes available.
<br/>
L'ensemble de "	[Open Government License (OGL)](https://open.canada.ca/en/open-government-licenc	aws-pds, canada, elevation, geospatial, stac, land, dsm, dtm, dem				
CanElevation - Canada Digital Elevation Models - Notifications for Canada Digital Elevation Models	Notifications for Canada Digital Elevation Models	arn:aws:sns:ca-central-1:675987781521:canelevation-dem-create-object	ca-central-1	SNS Topic		[Medium Resolution Digital Elevation Model - MRDEM](https://open.canada.ca/data/	geoinfo@nrcan-rncan.gc.ca	[Natural Resources Canada](https://nrcan.gc.ca/)	"The dataset is updated as new DEM models becomes available.
<br/>
L'ensemble de "	[Open Government License (OGL)](https://open.canada.ca/en/open-government-licenc	aws-pds, canada, elevation, geospatial, stac, land, dsm, dtm, dem				
CanElevation - Canada Digital Elevation Models - Notifications for High Resolution Digital Elevation Model (HRDEM) by LiDAR acqui	Notifications for High Resolution Digital Elevation Model (HRDEM) by LiDAR acqui	arn:aws:sns:ca-central-1:675987781521:canelevation-dem-hrdem-lidar-create-object	ca-central-1	SNS Topic		[Medium Resolution Digital Elevation Model - MRDEM](https://open.canada.ca/data/	geoinfo@nrcan-rncan.gc.ca	[Natural Resources Canada](https://nrcan.gc.ca/)	"The dataset is updated as new DEM models becomes available.
<br/>
L'ensemble de "	[Open Government License (OGL)](https://open.canada.ca/en/open-government-licenc	aws-pds, canada, elevation, geospatial, stac, land, dsm, dtm, dem				
CanElevation - Canada Digital Elevation Models - Notifications for Medium Resolution Digital Elevation Model (MRDEM)	Notifications for Medium Resolution Digital Elevation Model (MRDEM)	arn:aws:sns:ca-central-1:675987781521:canelevation-dem-mrdem-30-create-object	ca-central-1	SNS Topic		[Medium Resolution Digital Elevation Model - MRDEM](https://open.canada.ca/data/	geoinfo@nrcan-rncan.gc.ca	[Natural Resources Canada](https://nrcan.gc.ca/)	"The dataset is updated as new DEM models becomes available.
<br/>
L'ensemble de "	[Open Government License (OGL)](https://open.canada.ca/en/open-government-licenc	aws-pds, canada, elevation, geospatial, stac, land, dsm, dtm, dem				
CanElevation - Canada Digital Elevation Models - Notifications for mosaic of High Resolution Digital Elevation Model (HRDEM) at 1	Notifications for mosaic of High Resolution Digital Elevation Model (HRDEM) at 1	arn:aws:sns:ca-central-1:675987781521:canelevation-dem-hrdem-mosaic-1m-create-object	ca-central-1	SNS Topic		[Medium Resolution Digital Elevation Model - MRDEM](https://open.canada.ca/data/	geoinfo@nrcan-rncan.gc.ca	[Natural Resources Canada](https://nrcan.gc.ca/)	"The dataset is updated as new DEM models becomes available.
<br/>
L'ensemble de "	[Open Government License (OGL)](https://open.canada.ca/en/open-government-licenc	aws-pds, canada, elevation, geospatial, stac, land, dsm, dtm, dem				
CanElevation - Canada Digital Elevation Models - Notifications for mosaic of High Resolution Digital Elevation Model (HRDEM) at 2	Notifications for mosaic of High Resolution Digital Elevation Model (HRDEM) at 2	arn:aws:sns:ca-central-1:675987781521:canelevation-dem-hrdem-mosaic-2m-create-object	ca-central-1	SNS Topic		[Medium Resolution Digital Elevation Model - MRDEM](https://open.canada.ca/data/	geoinfo@nrcan-rncan.gc.ca	[Natural Resources Canada](https://nrcan.gc.ca/)	"The dataset is updated as new DEM models becomes available.
<br/>
L'ensemble de "	[Open Government License (OGL)](https://open.canada.ca/en/open-government-licenc	aws-pds, canada, elevation, geospatial, stac, land, dsm, dtm, dem				
CanElevation - LiDAR Point Clouds	LiDAR Point Clouds Nuages de points lidar	arn:aws:s3:::canelevation-lidar-point-clouds	ca-central-1	S3 Bucket	['[LiDAR Data on Open Canada](https://open.canada.ca/data/en/dataset/7069387e-9986-4297-9f55-0288e9676947)', '[Browse Bucket](https://canelevation-lidar-point-clouds.s3.ca-central-1.amazonaws.com/pointclouds_nuagespoints/index.html#pointclouds_nuagespoints/)']	https://open.canada.ca/data/en/dataset/7069387e-9986-4297-9f55-0288e9676947	geoinfo@nrcan-rncan.gc.ca	[Natural Resources Canada](https://www.nrcan.gc.ca/)	"The dataset is updated as new LiDAR data becomes available.
L'ensemble de donnée"	The LiDAR Point Clouds dataset is available free of charge under the [Open Gover	aws-pds, lidar, elevation, geospatial, floods, land, urban				
Canopy Tree Height Map for the Amazon Forest (mean height composite 2020-2024) by CTrees.org	Cloud-optimized GeoTIFF files with names corresponding to the tiling system of t	arn:aws:s3:::ctrees-amazon-canopy-height	us-west-2	S3 Bucket	['[Browse CTrees Bucket](https://ctrees-amazon-canopy-height.s3.us-west-2.amazonaws.com/index.html)']	[Project overview](https://ctrees.org/products/tree-level)	info@ctrees.org	[CTrees](https://ctrees.org/)	TBD	Our canopy height map is a derivative product of Planet-NICFI and follows the sa	aws-pds, cog, earth observation, land cover, deep learning, lidar, satellite imagery, image processing, environmental, conservation, geospatial				
Capella Space Synthetic Aperture Radar (SAR) Open Dataset - Capella Space Open Data in COG format	Capella Space Open Data in COG format	arn:aws:s3:::capella-open-data/data/	us-west-2	S3 Bucket	['[STAC Catalog](https://capella-open-data.s3.us-west-2.amazonaws.com/stac/catalog.json)', '[STAC Browser](https://radiantearth.github.io/stac-browser/#/external/capella-open-data.s3.us-west-2.amazonaws.com/stac/catalog.json)']	Documentation is available under [support.capellaspace.com](https://support.cape	opendata@capellaspace.com	[Capella Space](https://www.capellaspace.com/)	New data is added quarterly.	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, cog, stac, earth observation, satellite imagery, geospatial, image processing, computer vision, synthetic aperture radar	False			
Capella Space Synthetic Aperture Radar (SAR) Open Dataset - Capella Space Open Data in TileDB format	Capella Space Open Data in TileDB format	arn:aws:s3:::capella-open-data/data/tiledb/	us-west-2	S3 Bucket		Documentation is available under [support.capellaspace.com](https://support.cape	opendata@capellaspace.com	[Capella Space](https://www.capellaspace.com/)	New data is added quarterly.	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, cog, stac, earth observation, satellite imagery, geospatial, image processing, computer vision, synthetic aperture radar	False			
CarbonPDF	A component-level product carbon footprint dataset and a corresponding question-	arn:aws:s3:::carbonpdf	us-east-1	S3 Bucket	['[Explore](https://github.com/pittcps/carbonpdf-dataset)']	https://github.com/pittcps/carbonpdf-dataset	kaz81@pitt.edu	Pittcps lab	Data for a new company is added once collected.	CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/)	aws-pds, environmental, product comparison, csv, information retrieval, industry				
Central Weather Administration OpenData	CWA data lake	arn:aws:s3:::cwaopendata	ap-northeast-1	S3 Bucket		https://opendata.cwa.gov.tw/devManual/insrtuction	od@cwa.gov.tw	[Central Weather Administration](https://www.cwa.gov.tw/)	Data is updated as soon as newer one is available.	http://data.gov.tw/license	aws-pds, climate, earth observation, earthquakes, satellite imagery, weather				
Central Weather Bureau OpenData	CWB data lake	arn:aws:s3:::cwbopendata	ap-northeast-1	S3 Bucket		https://opendata.cwb.gov.tw/devManual/insrtuction	od@cwb.gov.tw	[Central Weather Bureau](https://www.cwb.gov.tw/)	Data is updated as soon as newer one is available.	http://data.gov.tw/license	aws-pds, climate, earth observation, earthquakes, satellite imagery, weather				
Chalmers Cloud Ice Climatology	CCIC total ice water path and 2D cloud probability in Zarr format	arn:aws:s3:::chalmerscloudiceclimatology	us-west-2	S3 Bucket	['[Browse Bucket](https://chalmerscloudiceclimatology.s3.amazonaws.com/index.html)']	https://ccic.readthedocs.io	https://github.com/see-geo/ccic	[Geoscience and Remote Sensing at Chalmers University of Technology](https://www	Quarterly	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	atmosphere, aws-pds, climate, deep learning, environmental, exploration, geophysics, geoscience, geospatial, global, ice, planetary, satellite imagery, zarr				
CitrusFarm Dataset	CitrusFarm Dataset sequences	arn:aws:s3:::ucr-robotics/citrus-farm-dataset	us-west-2	S3 Bucket		https://ucr-robotics.github.io/Citrus-Farm-Dataset/	Hanzhe Teng (hteng007@ucr.edu), Konstantinos Karydis (kkarydis@ece.ucr.edu)	[Autonomous Robots and Control Systems Lab](https://sites.google.com/view/arcs-l	NA	Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0).	aws-pds, robotics, computer vision, agriculture, localization, mapping, lidar, IMU				
Clay Model v0 Embeddings	Clay Model v0 Embeddings S3 Bucket	arn:aws:s3:::us-west-2.opendata.source.coop/clay/clay-model-v0-embeddings	us-west-2	S3 Bucket	['[Browse Dataset](https://source.coop/clay/clay-model-v0-embeddings/)']	https://source.coop/repositories/clay/clay-model-v0-embeddings/description	contact@madewithclay.org	[Source Cooperative](https://source.coop/)	As new model versions become available	Creative Commons Attribution 4.0 International License	machine learning, computer vision, satellite imagery, aerial imagery, earth observation, imaging				
Clay v1.5 NAIP-2	Clay v15 NAIP-2 S3 Bucket	arn:aws:s3:::us-west-2.opendata.source.coop/clay/clay-v1-5-naip-2	us-west-2	S3 Bucket	['[Browse Dataset](https://source.coop/clay/clay-v1-5-naip-2/)']	https://source.coop/repositories/clay/clay-v1-5-naip-2/description	contact@madewithclay.org	[Source Cooperative](https://source.coop/)	As new NAIP data becomes available	Creative Commons Attribution 4.0 International License	aerial imagery, agriculture, land use, natural resource, environmental				
Clay v1.5 Sentinel-2	Clay v15 Sentinel-2 S3 Bucket	arn:aws:s3:::us-west-2.opendata.source.coop/clay/clay-v1-5-sentinel2	us-west-2	S3 Bucket	['[Browse Dataset](https://source.coop/repositories/clay/clay-v1-5-sentinel2/description)']	https://source.coop/repositories/clay/clay-v1-5-sentinel2/description	contact@madewithclay.org	[Source Cooperative](https://source.coop/)	As new Sentinel-2 data becomes available	Creative Commons Attribution 4.0 International License	satellite imagery, earth observation, agriculture, land use, environmental				
Cloud Indexes for Bowtie, Kraken, HISAT, and Centrifuge	This bucket contains genomic indexes for Bowtie, Kraken, HISAT, and Centrifuge	arn:aws:s3:::genome-idx	us-east-1	S3 Bucket		https://benlangmead.github.io/aws-indexes/	https://github.com/BenLangmead/aws-indexes/issues	Langmead Lab at Johns Hopkins University & Kim Lab at University of Texas Southw	As new data becomes available; roughly quarterly	Public Domain	aws-pds, genomic, bioinformatics, biology, whole genome sequencing, medicine, reference index, mapping, life sciences				
Cloud to Street - Microsoft Flood and Clouds Dataset	Flood and Cloud Training Dataset	arn:aws:s3:::radiant-mlhub/c2smsfloods	us-west-2	S3 Bucket		https://www.drivendata.org/competitions/81/detect-flood-water/	support@cloudtostreet.info	[Radiant Earth Foundation](https://radiant.earth/)	Not updated	CC-BY-4.0 https://creativecommons.org/licenses/by/4.0/	aws-pds, computer vision, deep learning, machine learning, floods, geospatial, earth observation, satellite imagery, cog, synthetic aperture radar				
Co-Produced Climate Data to Support California's Resilience Investments	Data catalog	arn:aws:s3:::cadcat	us-west-2	S3 Bucket	['[Browse Bucket](https://cadcat.s3.amazonaws.com/index.html)', '[Data Catalog](https://cadcat.s3.amazonaws.com/cae-zarr.csv)']	https://analytics.cal-adapt.org/data/	analytics@cal-adapt.org	Cal-Adapt: Analytics Engine (by Eagle Rock Analytics, Inc.)	Infrequent, Irregular	Varies, see dataset specific metadata	atmosphere, aws-pds, climate, climate model, earth observation, geoscience, geospatial, meteorological, simulations, weather, zarr				
Collection of open nation-scale LiDAR datasets	Open LiDAR datasets	arn:aws:s3:::open-lidar-data	eu-central-1	S3 Bucket		https://github.com/flai-ai/open-lidar-data	info@flai.ai	[Flai](https://flai.ai/)	When new open dataset is published.	The exact version of the licence depends on LiDAR dataset and is not the same fo	aws-pds, lidar, earth observation, geoscience, geospatial, land cover, mapping, survey				
Community Earth System Model Large Ensemble (CESM LENS)	Project data files	arn:aws:s3:::ncar-cesm-lens	us-west-2	S3 Bucket		https://doi.org/10.26024/wt24-5j82	rdahelp@ucar.edu	[National Center for Atmospheric Research](https://ncar.ucar.edu/)	Rare. The LENS experiment is complete, but we may occasionally copy additional f	https://www.ucar.edu/terms-of-use/data	climate, model, climate model, atmosphere, oceans, land, ice, geospatial, aws-pds, sustainability, zarr				
Community Earth System Model v2 ARISE (CESM2 ARISE)	Project data files	arn:aws:s3:::ncar-cesm2-arise	us-east-2	S3 Bucket	['[Browse Bucket](https://ncar-cesm2-arise.s3.amazonaws.com/index.html)']	(https://github.com/NCAR/CESM2-ARISE)	opendata-aws-arise@ucar.edu	[National Center for Atmospheric Research](https://ncar.ucar.edu/)	Rare once complete (August 2022)	https://www.ucar.edu/terms-of-use/data	climate, model, climate model, atmosphere, oceans, land, ice, geospatial, aws-pds, sustainability				
Community Earth System Model v2 Large Ensemble (CESM2 LENS)	Project data files	arn:aws:s3:::ncar-cesm2-lens	us-west-2	S3 Bucket		https://doi.org/10.26024/y48t-q717	rdahelp@ucar.edu	[National Center for Atmospheric Research](https://ncar.ucar.edu/)	Rare. The LENS experiment is complete, but we may occasionally copy additional f	https://www.ucar.edu/terms-of-use/data	climate, model, climate model, atmosphere, oceans, land, ice, geospatial, aws-pds, sustainability, zarr				
Copernicus Digital Elevation Model (DEM) - GLO-30 Public in S3 bucket The list of tiles covering specific countries that a	GLO-30 Public in S3 bucket The list of tiles covering specific countries that a	arn:aws:s3:::copernicus-dem-30m	eu-central-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://copernicus-dem-30m-stac.s3.amazonaws.com/)']	https://copernicus-dem-30m.s3.amazonaws.com/readme.html	https://forum.sentinel-hub.com/c/aws-copdem/28	[Sinergise](https://www.sinergise.com/)	None, except GLO-30 Public can be updated if the public tile list changes.	GLO-30 Public and GLO-90 are available on a free basis for the general public un	aws-pds, agriculture, elevation, earth observation, satellite imagery, geospatial, disaster response, cog				
Copernicus Digital Elevation Model (DEM) - GLO-90 in S3 bucket	GLO-90 in S3 bucket	arn:aws:s3:::copernicus-dem-90m	eu-central-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://copernicus-dem-90m-stac.s3.amazonaws.com/)']	https://copernicus-dem-30m.s3.amazonaws.com/readme.html	https://forum.sentinel-hub.com/c/aws-copdem/28	[Sinergise](https://www.sinergise.com/)	None, except GLO-30 Public can be updated if the public tile list changes.	GLO-30 Public and GLO-90 are available on a free basis for the general public un	aws-pds, agriculture, elevation, earth observation, satellite imagery, geospatial, disaster response, cog				
Coupled Model Intercomparison Project 6 - Netcdf formatted data managed by the Earth System Grid Federation	Netcdf formatted data managed by the Earth System Grid Federation	arn:aws:s3:::esgf-world	us-east-2	S3 Bucket	['[Browse Bucket](https://esgf-world.s3.amazonaws.com/index.html)', '[Data Catalog](https://cmip6-nc.s3.amazonaws.com/esgf-world.csv.gz)']	https://pangeo-data.github.io/pangeo-cmip6-cloud/, https://www.wcrp-climate.org/	If you have any feedback on the CMIP6 data available on AWS please email sustain	ESGF and Pangeo	Core CMIP6 datasets are added as soon as they are available.	See [docs] (https://pangeo-data.github.io/pangeo-cmip6-cloud/licensing_citation.	aws-pds, agriculture, atmosphere, climate, earth observation, environmental, model, oceans, simulations, weather				
Coupled Model Intercomparison Project 6 - Zarr formatted data	Zarr formatted data	arn:aws:s3:::cmip6-pds	us-west-2	S3 Bucket	['[Browse Bucket](https://cmip6-pds.s3.amazonaws.com/index.html#CMIP6/)', '[Data Catalog](https://cmip6-pds.s3.amazonaws.com/pangeo-cmip6.csv)']	https://pangeo-data.github.io/pangeo-cmip6-cloud/, https://www.wcrp-climate.org/	If you have any feedback on the CMIP6 data available on AWS please email sustain	ESGF and Pangeo	Core CMIP6 datasets are added as soon as they are available.	See [docs] (https://pangeo-data.github.io/pangeo-cmip6-cloud/licensing_citation.	aws-pds, agriculture, atmosphere, climate, earth observation, environmental, model, oceans, simulations, weather				
Coupled Model Intercomparison Project Phase 5 (CMIP5) University of Wisconsin-Madison Probabilistic Downscaling Dataset	Data files	arn:aws:s3:::noaa-nws-uwpd-cmip5-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nws-uwpd-cmip5-pds.s3.amazonaws.com/index.html)']	http://djlorenz.github.io/downscaling2/main.html	For questions about data development, quality and content, please contact Dr. Da	[NOAA](http://www.noaa.gov/)	Periodically, as new data becomes available or when corrections are implemented.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, coastal, disaster response, environmental, meteorological, sustainability, oceans, water, weather				
Crowdsourced Bathymetry - Crowdsourced bathymetry data	Crowdsourced bathymetry data	arn:aws:s3:::noaa-dcdb-bathymetry-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-dcdb-bathymetry-pds.s3.amazonaws.com/index.html)']	https://noaa-dcdb-bathymetry-pds.s3.amazonaws.com/docs/readme.html	mb.info@noaa.gov	[NOAA](http://www.noaa.gov/)	New data is added once a week.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, earth observation, oceans				
Crowdsourced Bathymetry - Notifications for CSB data	Notifications for CSB data	arn:aws:sns:us-east-1:709902155096:NewDCDBBathymetryObject	us-east-1	SNS Topic		https://noaa-dcdb-bathymetry-pds.s3.amazonaws.com/docs/readme.html	mb.info@noaa.gov	[NOAA](http://www.noaa.gov/)	New data is added once a week.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, earth observation, oceans				
DE Africa Waterbodies Monitoring Service	DE Africa Waterbodies	arn:aws:s3:::deafrica-services/waterbodies	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/waterbodies)']	https://docs.digitalearthafrica.org/en/latest/data_specs/Waterbodies_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	Single historical extent derived from the full temporal range.	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog	False			
DOE's Water Power Technology Office's (WPTO) US Wave dataset - 32 Year Wave Hindcast (1979-2010) for the Atlantic Coast of the United States at	32 Year Wave Hindcast (1979-2010) for the Atlantic Coast of the United States at	arn:aws:s3:::wpto-pds-us-wave/v1.0.0/Atlantic/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2FAtlantic%2F)']	https://github.com/openEDI/documentation/blob/master/US_Wave.md	Levi.Kilcher@nrel.gov	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	https://github.com/openEDI/documentation/blob/master/US_Wave.md	aws-pds, earth observation, energy, geospatial, meteorological, water				
DOE's Water Power Technology Office's (WPTO) US Wave dataset - 32 Year Wave Hindcast (1979-2010) for the Pacific Ocean around US state of Hawai	32 Year Wave Hindcast (1979-2010) for the Pacific Ocean around US state of Hawai	arn:aws:s3:::wpto-pds-us-wave/v1.0.0/Hawaii/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2FHawaii%2F)']	https://github.com/openEDI/documentation/blob/master/US_Wave.md	Levi.Kilcher@nrel.gov	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	https://github.com/openEDI/documentation/blob/master/US_Wave.md	aws-pds, earth observation, energy, geospatial, meteorological, water				
DOE's Water Power Technology Office's (WPTO) US Wave dataset - 32 Year Wave Hindcast (1979-2010) for the West Coast of the United States at 3-h	32 Year Wave Hindcast (1979-2010) for the West Coast of the United States at 3-h	arn:aws:s3:::wpto-pds-us-wave/v1.0.0/West_Coast/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2FWest_Coast%2F)']	https://github.com/openEDI/documentation/blob/master/US_Wave.md	Levi.Kilcher@nrel.gov	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	https://github.com/openEDI/documentation/blob/master/US_Wave.md	aws-pds, earth observation, energy, geospatial, meteorological, water				
DOE's Water Power Technology Office's (WPTO) US Wave dataset - 32 Year Wave Hindcast (1979-2010) from select virtual buoys along the Atlantic C	32 Year Wave Hindcast (1979-2010) from select virtual buoys along the Atlantic C	arn:aws:s3:::wpto-pds-us-wave/v1.0.0/virtual_buoy/Atlantic/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2Fvirtual_buoy%2FAtlantic%2F)']	https://github.com/openEDI/documentation/blob/master/US_Wave.md	Levi.Kilcher@nrel.gov	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	https://github.com/openEDI/documentation/blob/master/US_Wave.md	aws-pds, earth observation, energy, geospatial, meteorological, water				
DOE's Water Power Technology Office's (WPTO) US Wave dataset - 32 Year Wave Hindcast (1979-2010) from select virtual buoys along the West Coast	32 Year Wave Hindcast (1979-2010) from select virtual buoys along the West Coast	arn:aws:s3:::wpto-pds-us-wave/v1.0.0/virtual_buoy/West_Coast/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2Fvirtual_buoy%2FWest_Coast%2F)']	https://github.com/openEDI/documentation/blob/master/US_Wave.md	Levi.Kilcher@nrel.gov	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	https://github.com/openEDI/documentation/blob/master/US_Wave.md	aws-pds, earth observation, energy, geospatial, meteorological, water				
DOE's Water Power Technology Office's (WPTO) US Wave dataset - 42 Year Wave Hindcast (1979-2020) from select virtual buoys along the Gulf of Me	42 Year Wave Hindcast (1979-2020) from select virtual buoys along the Gulf of Me	arn:aws:s3:::wpto-pds-us-wave/v1.0.0/Gulf_of_Mexico_and_Puerto_Rico/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2FGulf_of_Mexico_and_Puerto_Rico%2F)']	https://github.com/openEDI/documentation/blob/master/US_Wave.md	Levi.Kilcher@nrel.gov	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	https://github.com/openEDI/documentation/blob/master/US_Wave.md	aws-pds, earth observation, energy, geospatial, meteorological, water				
DOE's Water Power Technology Office's (WPTO) US Wave dataset - DOE's Water Power Technology Office's Wave Hindcast datasets	DOE's Water Power Technology Office's Wave Hindcast datasets	arn:aws:s3:::wpto-pds-us-wave/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave)']	https://github.com/openEDI/documentation/blob/master/US_Wave.md	Levi.Kilcher@nrel.gov	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	https://github.com/openEDI/documentation/blob/master/US_Wave.md	aws-pds, earth observation, energy, geospatial, meteorological, water				
DOE's Water Power Technology Office's (WPTO) US Wave dataset - HSDS US Virtual Buoy domains	HSDS US Virtual Buoy domains	arn:aws:s3:::nrel-pds-hsds/nrel/US_wave/virtual_buoy/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2FUS_wave%2Fvirtual_buoy%2F)']	https://github.com/openEDI/documentation/blob/master/US_Wave.md	Levi.Kilcher@nrel.gov	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	https://github.com/openEDI/documentation/blob/master/US_Wave.md	aws-pds, earth observation, energy, geospatial, meteorological, water				
DOE's Water Power Technology Office's (WPTO) US Wave dataset - HSDS US Wave domains	HSDS US Wave domains	arn:aws:s3:::nrel-pds-hsds/nrel/US_wave/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2FUS_wave%2F)']	https://github.com/openEDI/documentation/blob/master/US_Wave.md	Levi.Kilcher@nrel.gov	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	https://github.com/openEDI/documentation/blob/master/US_Wave.md	aws-pds, earth observation, energy, geospatial, meteorological, water				
DOE's Water Power Technology Office's (WPTO) US Wave dataset - Updated version of 32 Year Wave Hindcast (1979-2010) for the Atlantic Coast of t	Updated version of 32 Year Wave Hindcast (1979-2010) for the Atlantic Coast of t	arn:aws:s3:::wpto-pds-us-wave/v1.0.1/Atlantic/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.1%2FAtlantic%2F)']	https://github.com/openEDI/documentation/blob/master/US_Wave.md	Levi.Kilcher@nrel.gov	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	https://github.com/openEDI/documentation/blob/master/US_Wave.md	aws-pds, earth observation, energy, geospatial, meteorological, water				
DOE's Water Power Technology Office's (WPTO) US Wave dataset - Updated version of 42 Year Wave Hindcast (1979-2020) for Alaska at 3-hour tempor	Updated version of 42 Year Wave Hindcast (1979-2020) for Alaska at 3-hour tempor	arn:aws:s3:::wpto-pds-us-wave/v1.0.1/Alaska/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.1%2FAlaska%2F)']	https://github.com/openEDI/documentation/blob/master/US_Wave.md	Levi.Kilcher@nrel.gov	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	https://github.com/openEDI/documentation/blob/master/US_Wave.md	aws-pds, earth observation, energy, geospatial, meteorological, water				
DOE's Water Power Technology Office's (WPTO) US Wave dataset - Updated version of 42 Year Wave Hindcast (1979-2020) for the West Coast of the U	Updated version of 42 Year Wave Hindcast (1979-2020) for the West Coast of the U	arn:aws:s3:::wpto-pds-us-wave/v1.0.1/West_Coast/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.1%2FWest_Coast%2F)']	https://github.com/openEDI/documentation/blob/master/US_Wave.md	Levi.Kilcher@nrel.gov	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	https://github.com/openEDI/documentation/blob/master/US_Wave.md	aws-pds, earth observation, energy, geospatial, meteorological, water				
Danish Meteorological Institute (DMI) Open Data Forecasts	DMI's Open Data Forecasts	arn:aws:s3:::dmi-opendata	eu-north-1	S3 Bucket	['[Explore dataset](https://dmi-opendata.s3.eu-north-1.amazonaws.com/index.html)']	https://www.dmi.dk/friedata/dokumentation/forecast-data	https://www.dmi.dk/friedata/dokumentation/api-status-contact	[Danish Meteorological Institute](https://www.dmi.dk/)	Every hour, 3 hours or 6 hours depending on model	DMI's Open Data are distributed under the [Creative Commons License CC BY 4.0](h	aws-pds, air temperature, atmosphere, forecast, meteorological, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, model, ocean circulation, ocean currents, ocean velocity, ocean sea surface height, ocean simulation, oceans, time series forecasting, weather				
Danish Meteorological Institute (DMI) Reanalysis dataset v0.5	DMI Reanalysis dataset v05	arn:aws:s3:::dmi-danra-05	eu-north-1	S3 Bucket		https://dmidk.github.io/danradocs/intro.html	https://www.dmi.dk/kontakt	[Danish Meteorological Institute](https://www.dmi.dk/)	Not updated	DMI Reanalysis dataset v0.5 is distributed under the [Creative Commons License C	aws-pds, air temperature, atmosphere, geospatial, global, land, meteorological, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, model, water, weather, zarr				
Data to Science Catalog - Notifications for new Data to Science data	Notifications for new Data to Science data	arn:aws:sns:us-east-2:244573782505:data-to-science-opendata-bucket-object_created	us-east-2	SNS Topic		https://docs.gdsl.org/data-to-science-user-manual/	jinha@purdue.edu	Geospatial Data Science Lab at Purdue University	None	CC-BY-SA-4.0 (https://creativecommons.org/licenses/by-sa/4.0/)	aws-pds, aerial imagery, agriculture, cog, dsm, dtm, earth observation, geospatial, high-throughput imaging, image processing, lidar, mapping, stac, tiff				
Data to Science Catalog - Storage for Data to Science open datasets	Storage for Data to Science open datasets	arn:aws:s3:::data-to-science-opendata-bucket	us-east-2	S3 Bucket		https://docs.gdsl.org/data-to-science-user-manual/	jinha@purdue.edu	Geospatial Data Science Lab at Purdue University	None	CC-BY-SA-4.0 (https://creativecommons.org/licenses/by-sa/4.0/)	aws-pds, aerial imagery, agriculture, cog, dsm, dtm, earth observation, geospatial, high-throughput imaging, image processing, lidar, mapping, stac, tiff				
Daylight Map Distribution of OpenStreetMap - Daylight Earth Table (Parquet)	Daylight Earth Table (Parquet)	arn:aws:s3:::daylight-openstreetmap/earth	us-west-2	S3 Bucket		[Project Website](https://daylightmap.org)	osm@fb.com	[Meta](https://dataforgood.fb.com/)	Quarterly	[Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/)	geospatial, osm, mapping, disaster response, aws-pds				
Daylight Map Distribution of OpenStreetMap - Daylight OSM Elements (Parquet)	Daylight OSM Elements (Parquet)	arn:aws:s3:::daylight-openstreetmap/parquet/osm_elements	us-west-2	S3 Bucket		[Project Website](https://daylightmap.org)	osm@fb.com	[Meta](https://dataforgood.fb.com/)	Quarterly	[Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/)	geospatial, osm, mapping, disaster response, aws-pds				
Daylight Map Distribution of OpenStreetMap - Daylight OSM Features (Parquet)	Daylight OSM Features (Parquet)	arn:aws:s3:::daylight-openstreetmap/parquet/osm_features	us-west-2	S3 Bucket		[Project Website](https://daylightmap.org)	osm@fb.com	[Meta](https://dataforgood.fb.com/)	Quarterly	[Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/)	geospatial, osm, mapping, disaster response, aws-pds				
Daylight Map Distribution of OpenStreetMap - Daylight OSM PBF Files	Daylight OSM PBF Files	arn:aws:s3:::daylight-map-distribution/release/	us-west-1	S3 Bucket		[Project Website](https://daylightmap.org)	osm@fb.com	[Meta](https://dataforgood.fb.com/)	Quarterly	[Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/)	geospatial, osm, mapping, disaster response, aws-pds				
Daylight Map Distribution of OpenStreetMap - New OSM PBF Notification	New OSM PBF Notification	arn:aws:sns:us-west-1:632571768781:Daylight	us-west-1	SNS Topic		[Project Website](https://daylightmap.org)	osm@fb.com	[Meta](https://dataforgood.fb.com/)	Quarterly	[Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/)	geospatial, osm, mapping, disaster response, aws-pds				
Daylight Map Distribution of OpenStreetMap - New Parquet File Notification	New Parquet File Notification	arn:aws:sns:us-west-2:632571768781:Analysis_Ready_Daylight	us-west-2	SNS Topic		[Project Website](https://daylightmap.org)	osm@fb.com	[Meta](https://dataforgood.fb.com/)	Quarterly	[Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/)	geospatial, osm, mapping, disaster response, aws-pds				
Defense Meteorology Satellite Program (DMSP) Auroral Particle Flux	DMSP Auroral Particle Flux	arn:aws:s3:::dmspssj	us-west-2	S3 Bucket		https://github.com/awslabs/open-data-docs/tree/main/docs/dmspssj	delores.knipp@colorado.edu	Space Weather Technology, Research and Education Center (TREC) at University of 	Infrequent	This data is in the '[public domain](https://creativecommons.org/publicdomain/ze	aws-pds, solar, space weather, geospatial, earth observation				
Demand-Side Grid (dsgrid) Toolkit - Demand-Side Grid Model (dsgrid) Building Load Profiles	Demand-Side Grid Model (dsgrid) Building Load Profiles	arn:aws:s3:::nrel-pds-dsgrid/building/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-dsgrid&prefix=building%2F)']	https://www.nrel.gov/analysis/dsgrid.html	elaine.hale@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 4.0 United States License	data assimilation, electricity, energy, energy modeling, meteorological, transportation, industrial, solar				
Demand-Side Grid (dsgrid) Toolkit - Demand-Side Grid Model (dsgrid) Data from the Electrification Futures Project (E	Demand-Side Grid Model (dsgrid) Data from the Electrification Futures Project (E	arn:aws:s3:::oedi-data-lake/dsgrid-2018-efs/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=dsgrid-2018-efs%2F)']	https://www.nrel.gov/analysis/dsgrid.html	elaine.hale@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 4.0 United States License	data assimilation, electricity, energy, energy modeling, meteorological, transportation, industrial, solar				
Demand-Side Grid (dsgrid) Toolkit - Demand-side grid (dsgrid) Toolkit Datasets	Demand-side grid (dsgrid) Toolkit Datasets	arn:aws:s3:::nrel-pds-dsgrid/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-dsgrid%2F)']	https://www.nrel.gov/analysis/dsgrid.html	elaine.hale@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 4.0 United States License	data assimilation, electricity, energy, energy modeling, meteorological, transportation, industrial, solar				
Demand-Side Grid (dsgrid) Toolkit - Transportation Energy & Mobility Pathway Options (TEMPO) Model Datasets	Transportation Energy & Mobility Pathway Options (TEMPO) Model Datasets	arn:aws:s3:::nrel-pds-dsgrid/tempo/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-dsgrid&prefix=tempo%2F)']	https://www.nrel.gov/analysis/dsgrid.html	elaine.hale@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 4.0 United States License	data assimilation, electricity, energy, energy modeling, meteorological, transportation, industrial, solar				
Department of Energy's Open Energy Data Initiative (OEDI) - AlphaBuilding - Synthetic Buildings Operation Dataset	AlphaBuilding - Synthetic Buildings Operation Dataset	arn:aws:s3:::oedi-data-lake/building_synthetic_dataset/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=building_synthetic_dataset%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - BUTTER - Empirical Deep Learning Dataset	BUTTER - Empirical Deep Learning Dataset	arn:aws:s3:::oedi-data-lake/butter/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=butter%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - Buildings Sector Scenarios (BSS)	Buildings Sector Scenarios (BSS)	arn:aws:s3:::oedi-data-lake/building-sector-scenarios/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=buildings-sector-scenarios%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-	BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-	arn:aws:s3:::oedi-data-lake/buildings-bench/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=buildings-bench)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - Data Catalog of the Open Energy Data Initiative (OEDI)	Data Catalog of the Open Energy Data Initiative (OEDI)	arn:aws:s3:::oedi-data-lake/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - Demand-Side Grid Model (dsgrid) Data from the Electrification Futures Project (E	Demand-Side Grid Model (dsgrid) Data from the Electrification Futures Project (E	arn:aws:s3:::oedi-data-lake/dsgrid-2018-efs/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=dsgrid-2018-efs%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - Distributed Generation Market Demand (dGen) model	Distributed Generation Market Demand (dGen) model	arn:aws:s3:::oedi-data-lake/dgen/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=dgen%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - End-Use Load Profiles for the US Building Stock	End-Use Load Profiles for the US Building Stock	arn:aws:s3:::oedi-data-lake/nrel-pds-building-stock/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=nrel-pds-building-stock%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - Lawrence Berkeley National Laboratory (LBNL) Tracking the Sun	Lawrence Berkeley National Laboratory (LBNL) Tracking the Sun	arn:aws:s3:::oedi-data-lake/tracking-the-sun/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=tracking-the-sun%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - NREL's Annual Technology Baseline (ATB)	NREL's Annual Technology Baseline (ATB)	arn:aws:s3:::oedi-data-lake/ATB/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - National Renewable Energy Laboratory (NREL) PV Rooftop Database - (PVRDB)	National Renewable Energy Laboratory (NREL) PV Rooftop Database - (PVRDB)	arn:aws:s3:::oedi-data-lake/pv-rooftop/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=pv-rooftop%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - National Renewable Energy Laboratory (NREL) PV Rooftop Database - Puerto Rico (P	National Renewable Energy Laboratory (NREL) PV Rooftop Database - Puerto Rico (P	arn:aws:s3:::oedi-data-lake/pv-rooftop-pr/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=pv-rooftop-pr%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - PR100: Puerto Rico Grid Resilience and Transition to 100% Renewable Energy	PR100: Puerto Rico Grid Resilience and Transition to 100% Renewable Energy	arn:aws:s3:::oedi-data-lake/PR100/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=PR100%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - Photovoltaic Data Acquisition (PVDAQ) Public Datasets	Photovoltaic Data Acquisition (PVDAQ) Public Datasets	arn:aws:s3:::oedi-data-lake/pvdaq/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=pvdaq%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - Super-Resolution for Renewable Resource Data and Urban Heat Islands (Sup3rUHI)	Super-Resolution for Renewable Resource Data and Urban Heat Islands (Sup3rUHI)	arn:aws:s3:::oedi-data-lake/sup3ruhi/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=sup3ruhi%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - Synthetic Models for Advanced, Realistic Testing: Distribution systems and Scena	Synthetic Models for Advanced, Realistic Testing: Distribution systems and Scena	arn:aws:s3:::oedi-data-lake/SMART-DS/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=SMART-DS%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - US Agrivoltaic Irradiance Database	US Agrivoltaic Irradiance Database	arn:aws:s3:::oedi-data-lake/inspire/agrivoltaics_irradiance/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=inspire%2Fagrivoltaics_irradiance%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - University of Miami Coupled Model (UMCM) for Hurricanes Ike and Sandy	University of Miami Coupled Model (UMCM) for Hurricanes Ike and Sandy	arn:aws:s3:::oedi-data-lake/umcm/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=umcm%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - Wind and Structural Loads on Heliostats	Wind and Structural Loads on Heliostats	arn:aws:s3:::oedi-data-lake/crescent_dunes/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=crescent_dunes%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Department of Energy's Open Energy Data Initiative (OEDI) - Wind and Structural Loads on Parabolic Trough Solar Collectors at Nevada Solar O	Wind and Structural Loads on Parabolic Trough Solar Collectors at Nevada Solar O	arn:aws:s3:::oedi-data-lake/NSO/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=NSO%2F)']	https://github.com/openEDI/documentation/	https://github.com/openEDI/documentation/issues	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, geospatial, model, solar, lidar				
Digital Earth Africa - Copernicus Global Land Service - Lake Water Quality - Lake Water Quality 2002-2012 (raster 300 m), 10-daily – version 1	Lake Water Quality 2002-2012 (raster 300 m), 10-daily – version 1	arn:aws:s3:::deafrica-services/cgls_lwq300_2002_2012	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/cgls_lwq300_2002_2012)']	https://docs.digitalearthafrica.org/en/latest/data_specs/CGLM_Lake_Water_Quality	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added regularly, as the Lake Water Quality (LWQ) dataset	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog	False			
Digital Earth Africa - Copernicus Global Land Service - Lake Water Quality - Lake Water Quality 2016-2024 (raster 300 m), 10-daily – version 1	Lake Water Quality 2016-2024 (raster 300 m), 10-daily – version 1	arn:aws:s3:::deafrica-services/cgls_lwq300_2016_2024	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/cgls_lwq300_2016_2024)']	https://docs.digitalearthafrica.org/en/latest/data_specs/CGLM_Lake_Water_Quality	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added regularly, as the Lake Water Quality (LWQ) dataset	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog	False			
Digital Earth Africa - Copernicus Global Land Service - Lake Water Quality - Lake Water Quality 2019-2024 (raster 100 m), 10-daily – version 1	Lake Water Quality 2019-2024 (raster 100 m), 10-daily – version 1	arn:aws:s3:::deafrica-input-datasets/cgls_lwq100_2019_2024	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/cgls_lwq100_2019_2024)']	https://docs.digitalearthafrica.org/en/latest/data_specs/CGLM_Lake_Water_Quality	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added regularly, as the Lake Water Quality (LWQ) dataset	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog	False			
Digital Earth Africa - Copernicus Global Land Service - Lake Water Quality - Lake Water Quality 2024 - present (raster 100 m), 10-daily – version 2	Lake Water Quality 2024 - present (raster 100 m), 10-daily – version 2	arn:aws:s3:::deafrica-input-datasets/cgls_lwq100_2024_nrt	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/cgls_lwq100_2024_nrt)']	https://docs.digitalearthafrica.org/en/latest/data_specs/CGLM_Lake_Water_Quality	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added regularly, as the Lake Water Quality (LWQ) dataset	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog	False			
Digital Earth Africa - Copernicus Global Land Service - Lake Water Quality - Lake Water Quality 2024 - present (raster 300 m), 10-daily – version 2	Lake Water Quality 2024 - present (raster 300 m), 10-daily – version 2	arn:aws:s3:::deafrica-services/cgls_lwq300_2024_nrt	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/cgls_lwq300_2024_nrt)']	https://docs.digitalearthafrica.org/en/latest/data_specs/CGLM_Lake_Water_Quality	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added regularly, as the Lake Water Quality (LWQ) dataset	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog	False			
Digital Earth Africa ALOS PALSAR, ALOS-2 PALSAR-2 and JERS-1 - ALOS PALSAR ALOS-2 PALSAR-2 data	ALOS PALSAR ALOS-2 PALSAR-2 data	arn:aws:s3:::deafrica-input-datasets/alos_palsar_mosaic	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/alos_palsar_mosaic)']	https://docs.digitalearthafrica.org/en/latest/data_specs/ALOS_PALSAR_annual_mosa	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	As available, generally annually.	Data is available for free under the [terms of use](https://earth.jaxa.jp/policy	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, synthetic aperture radar, deafrica, stac, cog	False			
Digital Earth Africa ALOS PALSAR, ALOS-2 PALSAR-2 and JERS-1 - Bucket creation event notification, can subscribe with Lambda	Bucket creation event notification, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-input-datasets-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/ALOS_PALSAR_annual_mosa	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	As available, generally annually.	Data is available for free under the [terms of use](https://earth.jaxa.jp/policy	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, synthetic aperture radar, deafrica, stac, cog				
Digital Earth Africa ALOS PALSAR, ALOS-2 PALSAR-2 and JERS-1 - S3 Inventory	S3 Inventory	arn:aws:s3:::deafrica-input-datasets-inventory	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/ALOS_PALSAR_annual_mosa	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	As available, generally annually.	Data is available for free under the [terms of use](https://earth.jaxa.jp/policy	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, synthetic aperture radar, deafrica, stac, cog				
Digital Earth Africa CHIRPS Rainfall - Bucket creation event notification, can subscribe with Lambda	Bucket creation event notification, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-input-datasets-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/CHIRPS_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	Monthly.	To the extent possible under the law, Pete Peterson has waived all copyright and	aws-pds, agriculture, climate, earth observation, food security, geospatial, meteorological, satellite imagery, sustainability, deafrica, stac, cog				
Digital Earth Africa CHIRPS Rainfall - CHIRPS daily rainfall	CHIRPS daily rainfall	arn:aws:s3:::deafrica-input-datasets/rainfall_chirps_daily	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/rainfall_chirps_daily)']	https://docs.digitalearthafrica.org/en/latest/data_specs/CHIRPS_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	Monthly.	To the extent possible under the law, Pete Peterson has waived all copyright and	aws-pds, agriculture, climate, earth observation, food security, geospatial, meteorological, satellite imagery, sustainability, deafrica, stac, cog	False			
Digital Earth Africa CHIRPS Rainfall - CHIRPS monthly rainfall	CHIRPS monthly rainfall	arn:aws:s3:::deafrica-input-datasets/rainfall_chirps_monthly	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/rainfall_chirps_monthly)']	https://docs.digitalearthafrica.org/en/latest/data_specs/CHIRPS_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	Monthly.	To the extent possible under the law, Pete Peterson has waived all copyright and	aws-pds, agriculture, climate, earth observation, food security, geospatial, meteorological, satellite imagery, sustainability, deafrica, stac, cog	False			
Digital Earth Africa CHIRPS Rainfall - S3 Inventory	S3 Inventory	arn:aws:s3:::deafrica-input-datasets-inventory	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/CHIRPS_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	Monthly.	To the extent possible under the law, Pete Peterson has waived all copyright and	aws-pds, agriculture, climate, earth observation, food security, geospatial, meteorological, satellite imagery, sustainability, deafrica, stac, cog				
Digital Earth Africa Coastlines - Bucket creation event notification, can subscribe with Lambda	Bucket creation event notification, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-services-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Coastlines_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	To be defined.	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, climate, coastal, earth observation, geospatial, satellite imagery, sustainability, deafrica				
Digital Earth Africa Coastlines - DE Africa Coastlines	DE Africa Coastlines	arn:aws:s3:::deafrica-services/coastlines	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/Coastlines_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	To be defined.	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, climate, coastal, earth observation, geospatial, satellite imagery, sustainability, deafrica	False			
Digital Earth Africa Coastlines - S3 Inventory	S3 Inventory	arn:aws:s3:::deafrica-services-inventory	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/Coastlines_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	To be defined.	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, climate, coastal, earth observation, geospatial, satellite imagery, sustainability, deafrica				
Digital Earth Africa Cropland Extent Map (2019) - Bucket creation event notification, can subscribe with Lambda	Bucket creation event notification, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-services-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Cropland_extent_specs.h	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	To be defined.	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, earth observation, food security, geospatial, satellite imagery, sustainability, deafrica, stac, cog				
Digital Earth Africa Cropland Extent Map (2019) - Cropland extent map 2019	Cropland extent map 2019	arn:aws:s3:::deafrica-services/crop_mask	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/crop_mask)']	https://docs.digitalearthafrica.org/en/latest/data_specs/Cropland_extent_specs.h	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	To be defined.	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, earth observation, food security, geospatial, satellite imagery, sustainability, deafrica, stac, cog	False			
Digital Earth Africa Cropland Extent Map (2019) - S3 Inventory	S3 Inventory	arn:aws:s3:::deafrica-services-inventory	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/Cropland_extent_specs.h	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	To be defined.	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, earth observation, food security, geospatial, satellite imagery, sustainability, deafrica, stac, cog				
Digital Earth Africa Fractional Cover - Bucket creation event notification, can subscribe with Lambda	Bucket creation event notification, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-services-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs.	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added as new Landsat data is available. New summaries ar	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog				
Digital Earth Africa Fractional Cover - Fractional Cover Annual Summary data	Fractional Cover Annual Summary data	arn:aws:s3:::deafrica-services/fc_ls_summary_annual	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/fc_ls_summary_annual)']	https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs.	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added as new Landsat data is available. New summaries ar	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog	False			
Digital Earth Africa Fractional Cover - Fractional Cover data	Fractional Cover data	arn:aws:s3:::deafrica-services/fc_ls	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/fc_ls)']	https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs.	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added as new Landsat data is available. New summaries ar	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog	False			
Digital Earth Africa Fractional Cover - New scene notifications, can subscribe with Lambda	New scene notifications, can subscribe with Lambda	arn:aws:sns:af-south-1:565417506782:deafrica-landsat-wofs	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs.	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added as new Landsat data is available. New summaries ar	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog				
Digital Earth Africa Fractional Cover - S3 Inventory	S3 Inventory	arn:aws:s3:::deafrica-services-inventory	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs.	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added as new Landsat data is available. New summaries ar	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog				
Digital Earth Africa GeoMAD - Bucket creation event notification, can subscribe with Lambda	Bucket creation event notification, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-services-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods 	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog				
Digital Earth Africa GeoMAD - Landsat 5 and 7 GeoMAD (Annual) data	Landsat 5 and 7 GeoMAD (Annual) data	arn:aws:s3:::deafrica-services/gm_ls5_ls7_annual	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gm_ls5_ls7_annual)']	https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods 	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog	False			
Digital Earth Africa GeoMAD - Landsat 8 GeoMAD (Annual) data	Landsat 8 GeoMAD (Annual) data	arn:aws:s3:::deafrica-services/gm_ls8_annual	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gm_ls8_annual)']	https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods 	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog	False			
Digital Earth Africa GeoMAD - S3 Inventory	S3 Inventory	arn:aws:s3:::deafrica-services-inventory	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods 	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog				
Digital Earth Africa GeoMAD - Sentinel-2 GeoMAD (Annual) data	Sentinel-2 GeoMAD (Annual) data	arn:aws:s3:::deafrica-services/gm_s2_annual	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gm_s2_annual)']	https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods 	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog	False			
Digital Earth Africa GeoMAD - Sentinel-2 GeoMAD (Semi-Annual) data	Sentinel-2 GeoMAD (Semi-Annual) data	arn:aws:s3:::deafrica-services/gm_s2_semiannual	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gm_s2_semiannual)']	https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods 	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog	False			
Digital Earth Africa Global Mangrove Watch - Bucket creation event notification, can subscribe with Lambda	Bucket creation event notification, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-input-datasets-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Global_Mangrove_Watch_s	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	To be defined.	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, natural resource, earth observation, coastal, geospatial, satellite imagery, sustainability, deafrica, stac, cog, land cover				
Digital Earth Africa Global Mangrove Watch - Global Mangrove Watch	Global Mangrove Watch	arn:aws:s3:::deafrica-input-datasets/gmw	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gmw)']	https://docs.digitalearthafrica.org/en/latest/data_specs/Global_Mangrove_Watch_s	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	To be defined.	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, natural resource, earth observation, coastal, geospatial, satellite imagery, sustainability, deafrica, stac, cog, land cover	False			
Digital Earth Africa Global Mangrove Watch - S3 Inventory	S3 Inventory	arn:aws:s3:::deafrica-services-inventory	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/Global_Mangrove_Watch_s	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	To be defined.	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, natural resource, earth observation, coastal, geospatial, satellite imagery, sustainability, deafrica, stac, cog, land cover				
Digital Earth Africa Landsat Collection 2 Level 2 - Bucket creation event notification, can subscribe with Lambda	Bucket creation event notification, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-landsat-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.htm	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Landsat data are added regularly, usually within a few hours of them being a	There are no restrictions on Landsat data downloaded from the USGS; it can be us	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog				
Digital Earth Africa Landsat Collection 2 Level 2 - Landsat scenes and metadata	Landsat scenes and metadata	arn:aws:s3:::deafrica-landsat	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/)']	https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.htm	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Landsat data are added regularly, usually within a few hours of them being a	There are no restrictions on Landsat data downloaded from the USGS; it can be us	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog	False			
Digital Earth Africa Landsat Collection 2 Level 2 - New scene notifications, can subscribe with Lambda	New scene notifications, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-landsat-scene-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.htm	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Landsat data are added regularly, usually within a few hours of them being a	There are no restrictions on Landsat data downloaded from the USGS; it can be us	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog				
Digital Earth Africa Landsat Collection 2 Level 2 - S3 Inventory files	S3 Inventory files	arn:aws:s3:::deafrica-landsat-inventory	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.htm	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Landsat data are added regularly, usually within a few hours of them being a	There are no restrictions on Landsat data downloaded from the USGS; it can be us	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog				
Digital Earth Africa Monthly Normalised Difference Vegetation Index (NDVI) Anomaly - Bucket creation event notification, can subscribe with Lambda	Bucket creation event notification, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-services-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/NDVI_Anomaly_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	From September 2022, the Monthly NDVI Anomaly is generated as a low latency prod	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog				
Digital Earth Africa Monthly Normalised Difference Vegetation Index (NDVI) Anomaly - Monthly Normalised Difference Vegetation Index (NDVI) Anomaly	Monthly Normalised Difference Vegetation Index (NDVI) Anomaly	arn:aws:s3:::deafrica-services/ndvi_anomaly	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/ndvi_anomaly)']	https://docs.digitalearthafrica.org/en/latest/data_specs/NDVI_Anomaly_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	From September 2022, the Monthly NDVI Anomaly is generated as a low latency prod	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog	False			
Digital Earth Africa Monthly Normalised Difference Vegetation Index (NDVI) Anomaly - New scene notifications, can subscribe with Lambda	New scene notifications, can subscribe with Lambda	arn:aws:sns:af-south-1:565417506782:deafrica-landsat-wofs	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/NDVI_Anomaly_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	From September 2022, the Monthly NDVI Anomaly is generated as a low latency prod	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog				
Digital Earth Africa Monthly Normalised Difference Vegetation Index (NDVI) Anomaly - S3 Inventory	S3 Inventory	arn:aws:s3:::deafrica-services-inventory	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/NDVI_Anomaly_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	From September 2022, the Monthly NDVI Anomaly is generated as a low latency prod	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog				
Digital Earth Africa Normalised Difference Vegetation Index (NDVI) Climatology - Bucket creation event notification, can subscribe with Lambda	Bucket creation event notification, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-services-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/ndvi_climatology_ls.htm	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	N/A.	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, agriculture, satellite imagery, deafrica, stac, cog				
Digital Earth Africa Normalised Difference Vegetation Index (NDVI) Climatology - New scene notifications, can subscribe with Lambda	New scene notifications, can subscribe with Lambda	arn:aws:sns:af-south-1:565417506782:deafrica-landsat-wofs	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/ndvi_climatology_ls.htm	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	N/A.	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, agriculture, satellite imagery, deafrica, stac, cog				
Digital Earth Africa Normalised Difference Vegetation Index (NDVI) Climatology - Normalised Difference Vegetation Index (NDVI) Climatology	Normalised Difference Vegetation Index (NDVI) Climatology	arn:aws:s3:::deafrica-services/ndvi_climatology_ls	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/ndvi_climatology_ls)']	https://docs.digitalearthafrica.org/en/latest/data_specs/ndvi_climatology_ls.htm	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	N/A.	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, agriculture, satellite imagery, deafrica, stac, cog	False			
Digital Earth Africa Normalised Difference Vegetation Index (NDVI) Climatology - S3 Inventory	S3 Inventory	arn:aws:s3:::deafrica-services-inventory	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/ndvi_climatology_ls.htm	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	N/A.	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, agriculture, satellite imagery, deafrica, stac, cog				
Digital Earth Africa Sentinel-1 Radiometrically Terrain Corrected - Bucket creation event notification, can subscribe with Lambda	Bucket creation event notification, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-sentinel-1-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-1_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Sentinel-1 data are added regularly.	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog, synthetic aperture radar				
Digital Earth Africa Sentinel-1 Radiometrically Terrain Corrected - New scene notifications, can subscribe with Lambda	New scene notifications, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-sentinel-1-scene-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-1_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Sentinel-1 data are added regularly.	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog, synthetic aperture radar				
Digital Earth Africa Sentinel-1 Radiometrically Terrain Corrected - S3 Inventory	S3 Inventory	arn:aws:s3:::deafrica-sentinel-1-inventory	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-1_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Sentinel-1 data are added regularly.	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog, synthetic aperture radar				
Digital Earth Africa Sentinel-1 Radiometrically Terrain Corrected - Sentinel-1 tiles and metadata	Sentinel-1 tiles and metadata	arn:aws:s3:::deafrica-sentinel-1	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/s1_rtc)']	https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-1_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Sentinel-1 data are added regularly.	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog, synthetic aperture radar	False			
Digital Earth Africa Sentinel-2 Level-2A - Bucket creation event notification, can subscribe with Lambda	Bucket creation event notification, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-sentinel-2-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Sentinel-2 scenes are added regularly, usually within few hours after they a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog				
Digital Earth Africa Sentinel-2 Level-2A - New scene notifications, can subscribe with Lambda	New scene notifications, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-sentinel-2-scene-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Sentinel-2 scenes are added regularly, usually within few hours after they a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog				
Digital Earth Africa Sentinel-2 Level-2A - S3 Inventory	S3 Inventory	arn:aws:s3:::deafrica-sentinel-2-inventory	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Sentinel-2 scenes are added regularly, usually within few hours after they a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog				
Digital Earth Africa Sentinel-2 Level-2A - Sentinel-2 scenes and metadata	Sentinel-2 scenes and metadata	arn:aws:s3:::deafrica-sentinel-2	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/s2_l2a)']	https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Sentinel-2 scenes are added regularly, usually within few hours after they a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog	False			
Digital Earth Africa Sentinel-2 Level-2A Surface Reflectance Collection 1 - Bucket creation event notification, can subscribe with Lambda	Bucket creation event notification, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-sentinel-2-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Sentinel-2 scenes are added regularly, usually within few hours after they a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog				
Digital Earth Africa Sentinel-2 Level-2A Surface Reflectance Collection 1 - New scene notifications, can subscribe with Lambda	New scene notifications, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-sentinel-2-l2a-c1-scene-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Sentinel-2 scenes are added regularly, usually within few hours after they a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog				
Digital Earth Africa Sentinel-2 Level-2A Surface Reflectance Collection 1 - S3 Inventory	S3 Inventory	arn:aws:s3:::deafrica-sentinel-2-l2a-c1/sentinel-2-c1-l2a-inventory	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Sentinel-2 scenes are added regularly, usually within few hours after they a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog				
Digital Earth Africa Sentinel-2 Level-2A Surface Reflectance Collection 1 - Sentinel-2 scenes and metadata	Sentinel-2 scenes and metadata	arn:aws:s3:::deafrica-sentinel-2-l2a-c1/sentinel-2-c1-l2a	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/s2_l2a_c1)']	https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New Sentinel-2 scenes are added regularly, usually within few hours after they a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog	False			
Digital Earth Africa Water Observations from Space - Bucket creation event notification, can subscribe with Lambda	Bucket creation event notification, can subscribe with Lambda	arn:aws:sns:af-south-1:543785577597:deafrica-services-topic	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added as new Landsat data is available. New summaries ar	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog				
Digital Earth Africa Water Observations from Space - New scene notifications, can subscribe with Lambda	New scene notifications, can subscribe with Lambda	arn:aws:sns:af-south-1:565417506782:deafrica-landsat-wofs	af-south-1	SNS Topic		https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added as new Landsat data is available. New summaries ar	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog				
Digital Earth Africa Water Observations from Space - S3 Inventory	S3 Inventory	arn:aws:s3:::deafrica-services-inventory	af-south-1	S3 Bucket		https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added as new Landsat data is available. New summaries ar	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog				
Digital Earth Africa Water Observations from Space - Water Observations from Space All-Time Summary data	Water Observations from Space All-Time Summary data	arn:aws:s3:::deafrica-services/wofs_ls_summary_alltime	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/wofs_ls_summary_alltime)']	https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added as new Landsat data is available. New summaries ar	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog	False			
Digital Earth Africa Water Observations from Space - Water Observations from Space Annual Summary data	Water Observations from Space Annual Summary data	arn:aws:s3:::deafrica-services/wofs_ls_summary_annual	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/wofs_ls_summary_annual)']	https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added as new Landsat data is available. New summaries ar	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog	False			
Digital Earth Africa Water Observations from Space - Water Observations from Space data	Water Observations from Space data	arn:aws:s3:::deafrica-services/wofs_ls	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/wofs_ls)']	https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	New scene-level data is added as new Landsat data is available. New summaries ar	DE Africa makes this data available under the Creative Commons Attribute 4.0 lic	aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog	False			
Digital Earth Pacific Mangroves Extent and Density	Data access	arn:aws:s3:::dep-public-data	us-west-2	S3 Bucket		https://digitalearthpacific.org/#/applications	dep@spc.int	[Pacific Community (SPC)](https://www.spc.int/)	Annually	Digital Earth Pacific Data is available under the Creative CommonsAttribution 4.	earth observation, environmental, climate, geoscience, geospatial				
Digital Earth Pacific Water Observatins from Space (WOfS)	Data access	arn:aws:s3:::dep-public-data	us-west-2	S3 Bucket		https://digitalearthpacific.org/#/applications	dep@spc.int	[Pacific Community (SPC)](https://www.spc.int/)	Annually	Digital Earth Pacific Data is available under the Creative CommonsAttribution 4.	earth observation, environmental, water, geoscience, geospatial				
District of Columbia - Classified Point Cloud LiDAR - LAS, XML	LAS, XML	arn:aws:s3:::dc-lidar-2018	us-east-1	S3 Bucket	['[Browse Bucket](https://dc-lidar-2018.s3.amazonaws.com/index.html)']	[2015 data](https://github.com/awslabs/open-data-docs/tree/main/docs/dc-lidar-20	dcgis@dc.gov	[Washington DC government](https://dc.gov/)	The most recent data is from 2018 and 2015 data is available as well. A new data	See Washington, DC [Terms of Use](https://dc.gov/page/terms-and-conditions-use)	aws-pds, geospatial, cities, us-dc, disaster response				
District of Columbia - Classified Point Cloud LiDAR - LAS, XML, SHP	LAS, XML, SHP	arn:aws:s3:::dc-lidar-2015	us-east-1	S3 Bucket	['[Browse Bucket](https://dc-lidar-2015.s3.amazonaws.com/index.html)']	[2015 data](https://github.com/awslabs/open-data-docs/tree/main/docs/dc-lidar-20	dcgis@dc.gov	[Washington DC government](https://dc.gov/)	The most recent data is from 2018 and 2015 data is available as well. A new data	See Washington, DC [Terms of Use](https://dc.gov/page/terms-and-conditions-use)	aws-pds, geospatial, cities, us-dc, disaster response				
Downscaled Climate Data for Alaska (v1.1, August 2023)	Dynamically downscaled climate data for Alaska and surrounding regions	arn:aws:s3:::wrf-ak-ar5	us-east-1	S3 Bucket	['[Browse Bucket](http://wrf-ak-ar5.s3-website-us-east-1.amazonaws.com/)']	https://catalog.snap.uaf.edu/geonetwork/srv/eng/catalog.search#/metadata/7825535	http://directory.iarc.uaf.edu/peter-bieniek	Scenarios Network for Alaska + Arctic Planning at the International Arctic Resea	as needed	https://creativecommons.org/licenses/by/4.0/	aws-pds, agriculture, climate, coastal, earth observation, environmental, weather, aws-pds, sustainability				
ECMWF AIFS Single - dynamical.org Icechunk Zarr - ECMWF AIFS Single Icechunk Zarr data	ECMWF AIFS Single Icechunk Zarr data	arn:aws:s3:::dynamical-ecmwf-aifs-single	us-west-2	S3 Bucket	['[Browse Bucket](https://dynamical-ecmwf-aifs-single.s3.amazonaws.com/index.html)']	https://dynamical.org/catalog/	feedback@dynamical.org	[dynamical.org](https://dynamical.org)	ECMWF AIFS Single forecast: Forecasts initialized every 6 hours	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, weather, atmosphere, meteorological, climate, forecast, zarr				
ECMWF AIFS Single - dynamical.org Icechunk Zarr - Notifications for dataset updates	Notifications for dataset updates	arn:aws:sns:us-west-2:761136292730:dynamical-ecmwf-aifs-single-object_created	us-west-2	SNS Topic		https://dynamical.org/catalog/	feedback@dynamical.org	[dynamical.org](https://dynamical.org)	ECMWF AIFS Single forecast: Forecasts initialized every 6 hours	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, weather, atmosphere, meteorological, climate, forecast, zarr				
ECMWF IFS ENS - dynamical.org Icechunk Zarr - ECMWF IFS ENS Icechunk Zarr data	ECMWF IFS ENS Icechunk Zarr data	arn:aws:s3:::dynamical-ecmwf-ifs-ens	us-west-2	S3 Bucket	['[Browse Bucket](https://dynamical-ecmwf-ifs-ens.s3.amazonaws.com/index.html)']	https://dynamical.org/catalog/models/ecmwf-ifs-ens/	feedback@dynamical.org	[dynamical.org](https://dynamical.org)	ECMWF IFS ENS Forecast, 15 day, 0.25 degree: Forecasts initialized every 24 hour	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, weather, atmosphere, meteorological, climate, forecast, zarr				
ECMWF IFS ENS - dynamical.org Icechunk Zarr - Notifications for dataset updates	Notifications for dataset updates	arn:aws:sns:us-west-2:761136292730:dynamical-ecmwf-ifs-ens-object_created	us-west-2	SNS Topic		https://dynamical.org/catalog/models/ecmwf-ifs-ens/	feedback@dynamical.org	[dynamical.org](https://dynamical.org)	ECMWF IFS ENS Forecast, 15 day, 0.25 degree: Forecasts initialized every 24 hour	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, weather, atmosphere, meteorological, climate, forecast, zarr				
ECMWF real-time forecasts	Access ECMWF's open-data for real-time forecasts	arn:aws:s3:::ecmwf-forecasts	eu-central-1	S3 Bucket		[User Documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A	https://support.ecmwf.int	[European Centre for Medium-Range Weather Forecasts](https://www.ecmwf.int/)	IFS data is published according to the [real-time dissemination schedule](https:	This ECMWF data is published under a Creative Commons Attribution 4.0 Internatio	aws-pds, air temperature, atmosphere, meteorological, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, precipitation, weather				
EPA Dynamically Downscaled Ensemble (EDDE) Version 1 - EDDE data are compressed netCDF (https://unidataucaredu/software/netcdf/) file	EDDE data are compressed netCDF (https://unidataucaredu/software/netcdf/) file	arn:aws:s3:::epa-edde	us-east-1	S3 Bucket	['[Browse Bucket](https://epa-edde.s3.amazonaws.com/index.html)']	EDDE Version 1 can be referenced using https://doi.org/10.23719/1530964 Please s	spero.tanya@epa.gov; mallard.megan@epa.gov	U.S. Environmental Protection Agency (https://www.epa.gov)	Quarterly	These datasets are products of the U.S. Government and are intended for public a	aws-pds, weather, climate, climate model, climate projections, CMIP5, CMIP6, us, atmosphere, environmental, meteorological, Eulerian, model, simulations, HPC, events, fluid dynamics, geospatial, netcdf, hdf5, physics, geoscience, open source software, post-processing, air temperature, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, precipitation, radiation, elevation, land use, land cover, agriculture, air quality, infrastructure, ecosystems, floods, health, hydrology, water				
EPA Dynamically Downscaled Ensemble (EDDE) Version 1 - Notifications for EDDE bucket	Notifications for EDDE bucket	arn:aws:sns:us-east-1:127085394039:epa-edde-object_created	us-east-1	SNS Topic		EDDE Version 1 can be referenced using https://doi.org/10.23719/1530964 Please s	spero.tanya@epa.gov; mallard.megan@epa.gov	U.S. Environmental Protection Agency (https://www.epa.gov)	Quarterly	These datasets are products of the U.S. Government and are intended for public a	aws-pds, weather, climate, climate model, climate projections, CMIP5, CMIP6, us, atmosphere, environmental, meteorological, Eulerian, model, simulations, HPC, events, fluid dynamics, geospatial, netcdf, hdf5, physics, geoscience, open source software, post-processing, air temperature, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, precipitation, radiation, elevation, land use, land cover, agriculture, air quality, infrastructure, ecosystems, floods, health, hydrology, water				
EPA Dynamically Downscaled Ensemble (EDDE) Version 2 - EDDE data are compressed netCDF (https://unidataucaredu/software/netcdf/) file	EDDE data are compressed netCDF (https://unidataucaredu/software/netcdf/) file	arn:aws:s3:::epa-edde-v2	us-east-1	S3 Bucket	['[Browse Bucket](https://epa-edde-v2.s3.amazonaws.com/index.html)']	EDDE can be referenced using https://doi.org/10.23719/1531941 Please see the Dat	mallard.megan@epa.gov; spero.tanya@epa.gov	U.S. Environmental Protection Agency (https://www.epa.gov)	Quarterly	These datasets are products of the U.S. Government and are intended for public a	aws-pds, weather, climate, climate model, climate projections, CMIP5, CMIP6, us, atmosphere, environmental, meteorological, Eulerian, model, simulations, HPC, events, fluid dynamics, geospatial, netcdf, hdf5, physics, geoscience, open source software, post-processing, air temperature, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, precipitation, radiation, elevation, land use, land cover, agriculture, air quality, infrastructure, ecosystems, floods, health, hydrology, water				
EPA Dynamically Downscaled Ensemble (EDDE) Version 2 - Notifications for EDDE bucket	Notifications for EDDE bucket	arn:aws:sns:us-east-1:127085394039:epa-edde-v2-object_created	us-east-1	SNS Topic		EDDE can be referenced using https://doi.org/10.23719/1531941 Please see the Dat	mallard.megan@epa.gov; spero.tanya@epa.gov	U.S. Environmental Protection Agency (https://www.epa.gov)	Quarterly	These datasets are products of the U.S. Government and are intended for public a	aws-pds, weather, climate, climate model, climate projections, CMIP5, CMIP6, us, atmosphere, environmental, meteorological, Eulerian, model, simulations, HPC, events, fluid dynamics, geospatial, netcdf, hdf5, physics, geoscience, open source software, post-processing, air temperature, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, precipitation, radiation, elevation, land use, land cover, agriculture, air quality, infrastructure, ecosystems, floods, health, hydrology, water				
EPA Hourly Prognostic Meteorological Data  - Notification for the EPA Hourly Prognostic Meteorological Data bucket	Notification for the EPA Hourly Prognostic Meteorological Data bucket	arn:aws:sns:us-east-1:127085394039:epa-hourly-prognostic-meteorology-object_created	us-east-1	SNS Topic		2022 WRF Modeling TSD:  https://bit.ly/2022WRF	Misenis.Chris@epa.gov	U.S. Environmental Protection Agency (https://www.epa.gov)	Annually	These datasets are products of the U.S. Government and are intended for public a	aws-pds, air quality, regulatory, weather, meteorological, environmental				
EPA Hourly Prognostic Meteorological Data  - The WRF output are stored as uncompressed netcdf/hdf5 formatted files in  direct	The WRF output are stored as uncompressed netcdf/hdf5 formatted files in  direct	arn:aws:s3:::epa-hourly-prognostic-meteorology	us-east-1	S3 Bucket	['[Browse Bucket](https://epa-hourly-prognostic-meteorology.s3.amazonaws.com/index.html)']	2022 WRF Modeling TSD:  https://bit.ly/2022WRF	Misenis.Chris@epa.gov	U.S. Environmental Protection Agency (https://www.epa.gov)	Annually	These datasets are products of the U.S. Government and are intended for public a	aws-pds, air quality, regulatory, weather, meteorological, environmental				
EPA Risk-Screening Environmental Indicators	RSEI Microdata	arn:aws:s3:::epa-rsei-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://epa-rsei-pds.s3.amazonaws.com/index.html)']	https://github.com/awslabs/open-data-docs/tree/main/docs/epa-rsei-pds	https://www.epa.gov/rsei/forms/contact-us-about-rsei-model	U.S. Environmental Protection Agency (https://www.epa.gov)	Updated infrequently	US Government work	aws-pds, environmental				
ERA5-for-WRF Open Data on AWS	ERA5-for-WRF Data	arn:aws:s3:::era5-for-wrf	us-east-1	S3 Bucket		https://github.com/moptis/era5-for-wrf/	info@veer.eco	[Veer Renewables](http://www.veer.eco/)	Monthly.	CC BY-SA 4.0	aws-pds, weather, sustainability, atmosphere, electricity, meteorological, model				
ESA WorldCover	ESA WorldCover in a S3 bucket	arn:aws:s3:::esa-worldcover	eu-central-1	S3 Bucket	['[STAC endpoint](https://services.terrascope.be/stac/)']	Documentation is available [here](https://esa-worldcover.org/en/data-access).	https://esa-worldcover.org/en/contact	[VITO](https://vito.be)	Yearly.	CC-BY 4.0	aws-pds, earth observation, agriculture, satellite imagery, geospatial, natural resource, sustainability, cog, disaster response, mapping, synthetic aperture radar, land cover, land use, machine learning, stac	False			
ESA WorldCover Sentinel-1 and Sentinel-2 10m Annual Composites - ESA WorldCover S1 composites The bucket contains 1 Sentinel-1 annual composite	ESA WorldCover S1 composites The bucket contains 1 Sentinel-1 annual composite	arn:aws:s3:::esa-worldcover-s1	eu-central-1	S3 Bucket	['[Products Grid](https://esa-worldcover.s3.eu-central-1.amazonaws.com/esa_worldcover_grid_composites.fgb)', '[WorldCover Viewer](https://viewer.esa-worldcover.org/worldcover/?layer=WORLDCOVER_2021_S1_VVVHratio)']	More information is available on the products' [GitHub](https://github.com/ESA-W	https://esa-worldcover.org/en/contact	[VITO](https://vito.be)	Not updated.	CC-BY 4.0	aws-pds, earth observation, agriculture, satellite imagery, geospatial, natural resource, sustainability, cog, disaster response, mapping, synthetic aperture radar, land cover, land use, machine learning, stac	False			
ESA WorldCover Sentinel-1 and Sentinel-2 10m Annual Composites - ESA WorldCover S2 composites The bucket contains the 3 Sentinel-2 L2A annual co	ESA WorldCover S2 composites The bucket contains the 3 Sentinel-2 L2A annual co	arn:aws:s3:::esa-worldcover-s2	eu-central-1	S3 Bucket	['[Products Grid](https://esa-worldcover.s3.eu-central-1.amazonaws.com/esa_worldcover_grid_composites.fgb)', '[WorldCover Viewer](https://viewer.esa-worldcover.org/worldcover/?layer=WORLDCOVER_2021_S2_NDVI)']	More information is available on the products' [GitHub](https://github.com/ESA-W	https://esa-worldcover.org/en/contact	[VITO](https://vito.be)	Not updated.	CC-BY 4.0	aws-pds, earth observation, agriculture, satellite imagery, geospatial, natural resource, sustainability, cog, disaster response, mapping, synthetic aperture radar, land cover, land use, machine learning, stac	False			
EURO-CORDEX - European component of the Coordinated Regional Downscaling Experiment	Project data files	arn:aws:s3:::euro-cordex	eu-central-1	S3 Bucket		https://www.euro-cordex.net/060378/index.php.en	cordex-aws@hereon.de	[Helmholtz Centre Hereon / GERICS](https://www.climate-service-center.de)	We will add more datasets on demand.	https://is-enes-data.github.io/cordex_terms_of_use.pdf	aws-pds, climate, model, climate model, atmosphere, geospatial, zarr				
Earth Observation Data Cubes for Brazil - Earth Observation Data Cubes for Brazil - CBERS 4	Earth Observation Data Cubes for Brazil - CBERS 4	arn:aws:s3:::bdc-cbers	us-west-2	S3 Bucket	['[BDC STAC V0.9.0 endpoint](https://bdc-cbers.s3.us-west-2.amazonaws.com/catalog.json)']	http://brazildatacube.org/en/home-page-2/	brazildatacube@inpe.br	[INPE - Brazil Data Cube](http://brazildatacube.org/)	New EO data cubes are added as soon as there are produced by the Brazil Data Cub	The EO data cubes are produced from free and open images of CBERS-4, Landsat-8 a	earth observation, satellite imagery, geoscience, geospatial, image processing, open source software, cog, stac, aws-pds	False			
Earth Observation Data Cubes for Brazil - Earth Observation Data Cubes for Brazil - Sentinel 2A/2B	Earth Observation Data Cubes for Brazil - Sentinel 2A/2B	arn:aws:s3:::bdc-sentinel-2	us-west-2	S3 Bucket	['[BDC STAC V0.9.0 endpoint](https://bdc-sentinel-2.s3.us-west-2.amazonaws.com/catalog.json)']	http://brazildatacube.org/en/home-page-2/	brazildatacube@inpe.br	[INPE - Brazil Data Cube](http://brazildatacube.org/)	New EO data cubes are added as soon as there are produced by the Brazil Data Cub	The EO data cubes are produced from free and open images of CBERS-4, Landsat-8 a	earth observation, satellite imagery, geoscience, geospatial, image processing, open source software, cog, stac, aws-pds	False			
Earth Observation Data Cubes for Brazil - Notifications for new EO Data Cubes CBERS scenes	Notifications for new EO Data Cubes CBERS scenes	arn:aws:sns:us-west-2:896627514407:bdc-cbers-object_created	us-west-2	SNS Topic		http://brazildatacube.org/en/home-page-2/	brazildatacube@inpe.br	[INPE - Brazil Data Cube](http://brazildatacube.org/)	New EO data cubes are added as soon as there are produced by the Brazil Data Cub	The EO data cubes are produced from free and open images of CBERS-4, Landsat-8 a	earth observation, satellite imagery, geoscience, geospatial, image processing, open source software, cog, stac, aws-pds				
Earth Observation Data Cubes for Brazil - Notifications for new EO Data Cubes Sentinel-2 scenes	Notifications for new EO Data Cubes Sentinel-2 scenes	arn:aws:sns:us-west-2:896627514407:bdc-sentinel-2-object_created	us-west-2	SNS Topic		http://brazildatacube.org/en/home-page-2/	brazildatacube@inpe.br	[INPE - Brazil Data Cube](http://brazildatacube.org/)	New EO data cubes are added as soon as there are produced by the Brazil Data Cub	The EO data cubes are produced from free and open images of CBERS-4, Landsat-8 a	earth observation, satellite imagery, geoscience, geospatial, image processing, open source software, cog, stac, aws-pds				
Earth Radio Occultation	Three types of data exist in a directory hierarchy that includes the contributin	arn:aws:s3:::gnss-ro-data	us-east-1	S3 Bucket	['[Browse Bucket](https://gnss-ro-data.s3.amazonaws.com/index.html)']	http://github.com/gnss-ro/aws-opendata	Stephen Leroy (sleroy@aer.com)	Verisk Atmospheric and Environmental Research, Inc.	The dataset is updated monthly for UCAR and ROM SAF contributions only. The upda	A Creative Commons open-use licence (https://www.ucar.edu/terms-of-use/data) app	aws-pds, atmosphere, climate, earth observation, global, signal processing, weather				
EarthDEM	EarthDEM DEM Strips	arn:aws:s3:::pgc-opendata-dems/earthdem/strips/	us-west-2	S3 Bucket	['[Browse Static STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/earthdem/strips.json)', '[Dynamic STAC API Guide](https://www.pgc.umn.edu/guides/stereo-derived-elevation-models/stac-access-static-and-dynamic-api/)']	https://www.pgc.umn.edu/data/earthdem/	pgc-support@umn.edu	[Polar Geospatial Center](https://www.pgc.umn.edu/)	New DEM strips are added when allowed by licensing restrictions.  Mosaic product	[Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom	aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac				
End-Use Load Profiles for the U.S. Building Stock	End-Use Load Profiles for the US Building Stock	arn:aws:s3:::oedi-data-lake/nrel-pds-building-stock/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=nrel-pds-building-stock%2Fend-use-load-profiles-for-us-building-stock%2F)']	https://www.nrel.gov/buildings/end-use-load-profiles.html	ComStock@nrel.gov and ResStock@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Twice per year	[ComStock License](https://github.com/NREL/ComStock/blob/main/LICENSE.txt) and [	aws-pds, climate, cities, energy, energy modeling, geospatial, metadata, model, open source software, sustainability, utilities				
Ensemble Meteorological Dataset for Planet Earth, EM-Earth	Ensemble Meteorological Dataset for Planet Earth, EM-Earth	arn:aws:s3:::emearth	us-west-2	S3 Bucket	['[Browse Bucket](https://emearth.s3.amazonaws.com/index.html)']	https://doi.org/10.20383/102.0547	shervan.gharari@usask.ca	[Computational Hydrology at the University of Saskatchewan](https://uofs-comphyd	N/A	Creative Commons Attribution 4.0 International (CC BY 4.0) https://creativecommo	aws-pds, atmosphere, netcdf, near-surface air temperature, precipitation, meteorological				
Euclid Quick Release 1 (Q1) - Catalogs: MER final catalog, photometric redshift catalogs, spectroscopic catalo	Catalogs: MER final catalog, photometric redshift catalogs, spectroscopic catalo	arn:aws:s3:::nasa-irsa-euclid-q1/q1/catalogs	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/data/Euclid/docs/overview_q1.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	Euclid Q1 has been finalized and will not be updated. The data may be presented 	https://irsa.ipac.caltech.edu/data_use_terms.html	astronomy, imaging, object detection, satellite imagery, survey	False	False		
Euclid Quick Release 1 (Q1) - MER: Level 2 multiwavelength space- and ground-based mosaics FITS format, organ	MER: Level 2 multiwavelength space- and ground-based mosaics FITS format, organ	arn:aws:s3:::nasa-irsa-euclid-q1/q1/MER	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/data/Euclid/docs/overview_q1.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	Euclid Q1 has been finalized and will not be updated. The data may be presented 	https://irsa.ipac.caltech.edu/data_use_terms.html	astronomy, imaging, object detection, satellite imagery, survey	False	False		
Euclid Quick Release 1 (Q1) - MER_SEG: Segmentation maps of detections made on the MER mosaics FITS format, o	MER_SEG: Segmentation maps of detections made on the MER mosaics FITS format, o	arn:aws:s3:::nasa-irsa-euclid-q1/q1/MER_SEG	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/data/Euclid/docs/overview_q1.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	Euclid Q1 has been finalized and will not be updated. The data may be presented 	https://irsa.ipac.caltech.edu/data_use_terms.html	astronomy, imaging, object detection, satellite imagery, survey	False	False		
Euclid Quick Release 1 (Q1) - NIR: Level 2 YJH NISP calibrated frames FITS format, organized by Observation I	NIR: Level 2 YJH NISP calibrated frames FITS format, organized by Observation I	arn:aws:s3:::nasa-irsa-euclid-q1/q1/NIR	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/data/Euclid/docs/overview_q1.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	Euclid Q1 has been finalized and will not be updated. The data may be presented 	https://irsa.ipac.caltech.edu/data_use_terms.html	astronomy, imaging, object detection, satellite imagery, survey	False	False		
Euclid Quick Release 1 (Q1) - RAW: Level 1 VIS and NISP raw frames FITS format, organized by Observation ID	RAW: Level 1 VIS and NISP raw frames FITS format, organized by Observation ID	arn:aws:s3:::nasa-irsa-euclid-q1/q1/RAW	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/data/Euclid/docs/overview_q1.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	Euclid Q1 has been finalized and will not be updated. The data may be presented 	https://irsa.ipac.caltech.edu/data_use_terms.html	astronomy, imaging, object detection, satellite imagery, survey	False	False		
Euclid Quick Release 1 (Q1) - SIR: 2D spectroscopic science frames and 1D spectra FITS format, organized by O	SIR: 2D spectroscopic science frames and 1D spectra FITS format, organized by O	arn:aws:s3:::nasa-irsa-euclid-q1/q1/SIR	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/data/Euclid/docs/overview_q1.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	Euclid Q1 has been finalized and will not be updated. The data may be presented 	https://irsa.ipac.caltech.edu/data_use_terms.html	astronomy, imaging, object detection, satellite imagery, survey	False	False		
Euclid Quick Release 1 (Q1) - VIS: Level 2 VIS calibrated frames FITS format, organized by Observation ID	VIS: Level 2 VIS calibrated frames FITS format, organized by Observation ID	arn:aws:s3:::nasa-irsa-euclid-q1/q1/VIS	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/data/Euclid/docs/overview_q1.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	Euclid Q1 has been finalized and will not be updated. The data may be presented 	https://irsa.ipac.caltech.edu/data_use_terms.html	astronomy, imaging, object detection, satellite imagery, survey	False	False		
Euclid Quick Release 1 (Q1) - VMPZ: Level 3 visibility masks FITS format	VMPZ: Level 3 visibility masks FITS format	arn:aws:s3:::nasa-irsa-euclid-q1/q1/VMPZ	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/data/Euclid/docs/overview_q1.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	Euclid Q1 has been finalized and will not be updated. The data may be presented 	https://irsa.ipac.caltech.edu/data_use_terms.html	astronomy, imaging, object detection, satellite imagery, survey	False	False		
Finnish Meteorological Institute Weather Radar Data - Notifications for new GeoTIFF data	Notifications for new GeoTIFF data	arn:aws:sns:eu-west-1:916174725480:fmi-opendata-radar-geotiff-object_created	eu-west-1	SNS Topic		http://en.ilmatieteenlaitos.fi/radar-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	5 minutes	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, agriculture, earth observation, weather, meteorological				
Finnish Meteorological Institute Weather Radar Data - Notifications for new volume data	Notifications for new volume data	arn:aws:sns:eu-west-1:916174725480:fmi-opendata-radar-volume-hdf5-object_created	eu-west-1	SNS Topic		http://en.ilmatieteenlaitos.fi/radar-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	5 minutes	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, agriculture, earth observation, weather, meteorological				
Finnish Meteorological Institute Weather Radar Data - Radar data as GeoTIFF	Radar data as GeoTIFF	arn:aws:s3:::fmi-opendata-radar-geotiff	eu-west-1	S3 Bucket	['[Browse Bucket](https://fmi-opendata-radar-geotiff.s3.amazonaws.com/index.html)']	http://en.ilmatieteenlaitos.fi/radar-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	5 minutes	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, agriculture, earth observation, weather, meteorological				
Finnish Meteorological Institute Weather Radar Data - Volume data as HDF5	Volume data as HDF5	arn:aws:s3:::fmi-opendata-radar-volume-hdf5	eu-west-1	S3 Bucket	['[Browse Bucket](https://fmi-opendata-radar-volume-hdf5.s3.amazonaws.com/index.html)']	http://en.ilmatieteenlaitos.fi/radar-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	5 minutes	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, agriculture, earth observation, weather, meteorological				
Ford Multi-AV Seasonal Dataset	All data	arn:aws:s3:::ford-multi-av-seasonal	us-west-2	S3 Bucket		avdata.ford.com	avdata.ford.com	[Ford Motor Company](https://avdata.ford.com)	New data will be added until the entire dataset is released online.	This data is intended for non-commercial academic use only. It is licensed under	autonomous vehicles, computer vision, lidar, mapping, robotics, transportation, urban, weather, aws-pds				
GEDI L2A Elevation and Height Metrics Data Global Footprint Level V002	GEDI L2A Elevation and Height Metrics Data Global Footprint Level V002	arn:aws:s3:::lp-prod-protected/GEDI02_A.002	us-west-2	S3 Bucket		https://doi.org/10.5067/GEDI/GEDI02_A.002	User Services: lpdaac@usgs.gov	NASA	From 2019-04-04 to 2023-03-16 (Varies)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, biodiversity, carbon, datacenter, earth observation, energy, global, hdf, ice, land, land cover, lidar, metadata, orbit, urban, water	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
GEDI L4A Footprint Level Aboveground Biomass Density, Version 2.1	GEDI L4A Footprint Level Aboveground Biomass Density, Version 21	arn:aws:s3:::ornl-cumulus-prod-protected/gedi/GEDI_L4A_AGB_Density_V2_1/data	us-west-2	S3 Bucket		https://doi.org/10.3334/ORNLDAAC/2056	ORNL DAAC User Services Office: uso@daac.ornl.gov.	NASA	From 2019-04-17 to 2024-11-27	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, earth observation, ecosystems, global, land, land cover, lidar, opendap, hdf	False			https://data.ornldaac.earthdata.nasa.gov/s3credentials
GEOS-Chem Input Data	Top-level directory for all GEOS-Chem data	arn:aws:s3:::geos-chem	us-east-1	S3 Bucket	['[Browse Bucket](https://geos-chem.s3.amazonaws.com/index.html)']	https://geos-chem.readthedocs.io/en/stable/geos-chem-shared-docs/doc/gcid-portal	https://geoschem.github.io/support-team.html	[GEOS-Chem Support Team](https://geoschem.github.io/support-team.html)	New meteorological and emission data will be added when available.	https://geoschem.github.io/license.html	aws-pds, climate, weather, meteorological, environmental, air quality, chemistry, atmosphere, model				
GEOS-Chem Nested Input Data	Top-level directory for all GEOS-Chem nested-grid data	arn:aws:s3:::gcgrid	us-east-1	S3 Bucket	['[Browse Bucket](https://s3.amazonaws.com/gcgrid/index.html)']	https://geos-chem.readthedocs.io/en/stable/geos-chem-shared-docs/doc/gcid-specia	http://geos-chem.org/support-team	[GEOS-Chem Support Team](https://geoschem.github.io/support-team.html)	New meteorological and emission data will be added when available.	http://geos-chem.org/license	aws-pds, climate, weather, meteorological, environmental, air quality, chemistry, atmosphere, model				
GHRSST Level 2P Global Sea Surface Skin Temperature from the MODIS on the NASA Terra satellite (GDS2)	GHRSST Level 2P Global Sea Surface Skin Temperature from the Moderate Resolution	arn:aws:s3:::podaac-ops-cumulus-protected/MODIS_T-JPL-L2P-v2019.0/	us-west-2	S3 Bucket		https://doi.org/10.5067/GHMDT-2PJ19	Help Desk: podaac@podaac.jpl.nasa.gov. Home Page: https://podaac.jpl.nasa.gov/	NASA	From 2000-02-24 to Ongoing (Hourly - < Daily)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, atmosphere, datacenter, earth observation, global, land, marine, metadata, oceans, orbit, netcdf	False			https://archive.podaac.earthdata.nasa.gov/s3credentials
GHRSST Level 4 MUR Global Foundation Sea Surface Temperature Analysis (v4.1)	GHRSST Level 4 MUR Global Foundation Sea Surface Temperature Analysis (v41) (F	arn:aws:s3:::podaac-ops-cumulus-protected/MUR-JPL-L4-GLOB-v4.1/	us-west-2	S3 Bucket		https://doi.org/10.5067/GHGMR-4FJ04	Help Desk: podaac@podaac.jpl.nasa.gov	NASA	From 2002-05-31 to Ongoing (Hourly - < Daily)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, datacenter, earth observation, global, ice, metadata, oceans, parquet, us, water	False			https://archive.podaac.earthdata.nasa.gov/s3credentialsREADME
GLAD Landsat ARD	16-day image composite tiles	arn:aws:s3:::glad.landsat.ard/data/tiles/	us-west-2	S3 Bucket		https://glad.umd.edu/ard/home	potapov.peter@gmail.com	[Global Land Analysis and Discovery Lab](https://glad.umd.edu/)	New 16-day composites are added monthly.	The GLAD ARD imposes no restrictions on subsequent redistribution or use, provid	agriculture, earth observation, satellite imagery, geospatial, natural resource, cog				
GPM DPR Precipitation Profile L2A 1.5 hours 5 km V07 (GPM_2ADPR) at GES DISC	GPM DPR Precipitation Profile L2A 15 hours 5 km V07 (GPM_2ADPR) at GES DISC	arn:aws:s3:::gesdisc-cumulus-prod-protected/GPM_L2/GPM_2ADPR.07/	us-west-2	S3 Bucket		https://doi.org/10.5067/GPM/DPR/GPM/2A/07	GES DISC HELP DESK SUPPORT GROUP: gsfc-dl-help-disc@mail.nasa.gov. Home Page: ht	NASA	From 2014-03-08 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, atmosphere, contamination, datacenter, earth observation, global, metadata, opendap, radar, water, hdf	False			https://data.gesdisc.earthdata.nasa.gov/s3credentials
GRAF Reforecast	GRAF Reforecast dataset	arn:aws:s3:::twc-graf-reforecast	us-west-2	S3 Bucket	['[Browse Bucket](https://s3-us-west-2.amazonaws.com/twc-graf-reforecast/index.html)']	[Documentation](https://docs.google.com/forms/d/e/1FAIpQLSejRyG2CXrfcmrX7g_iFhc3	graf.reforecast@weather.com	[The Weather Company](https://www.weathercompany.com/)	One time push only	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	atmosphere, forecast, geoscience, geospatial, model, near-surface air temperature, near-surface relative humidity, precipitation, wind speeds, cloud amount, visibility, ERA5, MPAS, zarr, weather				
GeoJSON Files for Geo-TIDE	GeoJSON Files for Geo-TIDE	arn:aws:s3:::mcsc-geotide-geojson-files/geojson_files/	us-west-2	S3 Bucket	['[Browse Bucket](https://mcsc-geotide-geojson-files.s3.amazonaws.com/index.html)']	https://github.com/mcsc-impact-climate/Geo-TIDE-datasets	mcsc@mit.edu	MIT Climate & Sustainability Consortium	Quarterly	Creative Commons Attribution 4.0 International	aws-pds, electricity, energy, environmental, geospatial, supply chain, sustainability, transportation				
Geosnap Data, Center for Geospatial Sciences	Data files stored as Apache parquet and GeoTiff in a public bucket	arn:aws:s3:::spatial-ucr	us-east-1	S3 Bucket		https://spatialucr.github.io/geosnap-guide/content/home	Eli Knaap <knaap@ucr.edu>	[UCR Center for Geospatial Sciences](https://spatial.ucr.edu)	Annually	BSD	aws-pds, urban, geospatial, demographics				
Global 30m Height Above Nearest Drainage (HAND) - GLO-30 HAND S3 bucket	GLO-30 HAND S3 bucket	arn:aws:s3:::glo-30-hand	us-west-2	S3 Bucket	['[STAC V1.0.0 endpoint](https://stac.asf.alaska.edu/collections/glo-30-hand)', '[Via STAC Browser](https://radiantearth.github.io/stac-browser/#/external/stac.asf.alaska.edu/collections/glo-30-hand)']	https://glo-30-hand.s3.us-west-2.amazonaws.com/readme.html	https://asf.alaska.edu/asf/contact-us/	[The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/)	None, except HAND may be updated if the[ Copernicus GLO-30 Public](https://regis	Copyright 2022 Alaska Satellite Facility (ASF). Produced using the Copernicus Wo	aws-pds, elevation, hydrology, agriculture, disaster response, satellite imagery, geospatial, cog, stac				
Global 30m Height Above Nearest Drainage (HAND) - Notifications for new data	Notifications for new data	arn:aws:sns:us-west-2:879002409890:glo-30-hand-object_created	us-west-2	SNS Topic		https://glo-30-hand.s3.us-west-2.amazonaws.com/readme.html	https://asf.alaska.edu/asf/contact-us/	[The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/)	None, except HAND may be updated if the[ Copernicus GLO-30 Public](https://regis	Copyright 2022 Alaska Satellite Facility (ASF). Produced using the Copernicus Wo	aws-pds, elevation, hydrology, agriculture, disaster response, satellite imagery, geospatial, cog, stac				
Global Biodiversity Information Facility (GBIF) Species Occurrences - GBIF species occurrence data in Parquet format (af-south-1 region)	GBIF species occurrence data in Parquet format (af-south-1 region)	arn:aws:s3:::gbif-open-data-af-south-1	af-south-1	S3 Bucket	['[Browse bucket](https://gbif-open-data-af-south-1.s3.af-south-1.amazonaws.com/index.html)']	Documentation can be found [here](https://github.com/gbif/occurrence/blob/master	helpdesk@gbif.org	The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org))	Snapshots of GBIF are taken on a monthly basis	[CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term	aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences				
Global Biodiversity Information Facility (GBIF) Species Occurrences - GBIF species occurrence data in Parquet format (af-south-1 region)	GBIF species occurrence data in Parquet format (af-south-1 region)	arn:aws:sns:af-south-1:288719126026:gbif-open-data-af-south-1-object_created	af-south-1	SNS Topic		Documentation can be found [here](https://github.com/gbif/occurrence/blob/master	helpdesk@gbif.org	The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org))	Snapshots of GBIF are taken on a monthly basis	[CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term	aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences				
Global Biodiversity Information Facility (GBIF) Species Occurrences - GBIF species occurrence data in Parquet format (ap-southeast-2 region)	GBIF species occurrence data in Parquet format (ap-southeast-2 region)	arn:aws:sns:af-south-1:288719126026:gbif-open-data-ap-southeast-2-object_created	ap-southeast-2	SNS Topic		Documentation can be found [here](https://github.com/gbif/occurrence/blob/master	helpdesk@gbif.org	The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org))	Snapshots of GBIF are taken on a monthly basis	[CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term	aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences				
Global Biodiversity Information Facility (GBIF) Species Occurrences - GBIF species occurrence data in Parquet format (ap-southeast-2 region)	GBIF species occurrence data in Parquet format (ap-southeast-2 region)	arn:aws:s3:::gbif-open-data-ap-southeast-2	ap-southeast-2	S3 Bucket	['[Browse bucket](https://gbif-open-data-ap-southeast-2.s3.ap-southeast-2.amazonaws.com/index.html)']	Documentation can be found [here](https://github.com/gbif/occurrence/blob/master	helpdesk@gbif.org	The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org))	Snapshots of GBIF are taken on a monthly basis	[CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term	aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences				
Global Biodiversity Information Facility (GBIF) Species Occurrences - GBIF species occurrence data in Parquet format (eu-central-1 region)	GBIF species occurrence data in Parquet format (eu-central-1 region)	arn:aws:s3:::gbif-open-data-eu-central-1	eu-central-1	S3 Bucket	['[Browse bucket](https://gbif-open-data-eu-central-1.s3.eu-central-1.amazonaws.com/index.html)']	Documentation can be found [here](https://github.com/gbif/occurrence/blob/master	helpdesk@gbif.org	The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org))	Snapshots of GBIF are taken on a monthly basis	[CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term	aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences				
Global Biodiversity Information Facility (GBIF) Species Occurrences - GBIF species occurrence data in Parquet format (eu-central-1 region)	GBIF species occurrence data in Parquet format (eu-central-1 region)	arn:aws:sns:af-south-1:288719126026:gbif-open-data-eu-central-1-object_created	eu-central-1	SNS Topic		Documentation can be found [here](https://github.com/gbif/occurrence/blob/master	helpdesk@gbif.org	The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org))	Snapshots of GBIF are taken on a monthly basis	[CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term	aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences				
Global Biodiversity Information Facility (GBIF) Species Occurrences - GBIF species occurrence data in Parquet format (sa-east-1 region)	GBIF species occurrence data in Parquet format (sa-east-1 region)	arn:aws:sns:af-south-1:288719126026:gbif-open-data-sa-east-1-object_created	sa-east-1	SNS Topic		Documentation can be found [here](https://github.com/gbif/occurrence/blob/master	helpdesk@gbif.org	The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org))	Snapshots of GBIF are taken on a monthly basis	[CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term	aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences				
Global Biodiversity Information Facility (GBIF) Species Occurrences - GBIF species occurrence data in Parquet format (sa-east-1 region)	GBIF species occurrence data in Parquet format (sa-east-1 region)	arn:aws:s3:::gbif-open-data-sa-east-1	sa-east-1	S3 Bucket	['[Browse bucket](https://gbif-open-data-sa-east-1.s3.sa-east-1.amazonaws.com/index.html)']	Documentation can be found [here](https://github.com/gbif/occurrence/blob/master	helpdesk@gbif.org	The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org))	Snapshots of GBIF are taken on a monthly basis	[CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term	aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences				
Global Biodiversity Information Facility (GBIF) Species Occurrences - GBIF species occurrence data in Parquet format (us-east-1 region)	GBIF species occurrence data in Parquet format (us-east-1 region)	arn:aws:sns:af-south-1:288719126026:gbif-open-data-us-east-1-object_created	us-east-1	SNS Topic		Documentation can be found [here](https://github.com/gbif/occurrence/blob/master	helpdesk@gbif.org	The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org))	Snapshots of GBIF are taken on a monthly basis	[CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term	aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences				
Global Biodiversity Information Facility (GBIF) Species Occurrences - GBIF species occurrence data in Parquet format (us-east-1 region)	GBIF species occurrence data in Parquet format (us-east-1 region)	arn:aws:s3:::gbif-open-data-us-east-1	us-east-1	S3 Bucket	['[Browse bucket](https://gbif-open-data-us-east-1.s3.us-east-1.amazonaws.com/index.html)']	Documentation can be found [here](https://github.com/gbif/occurrence/blob/master	helpdesk@gbif.org	The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org))	Snapshots of GBIF are taken on a monthly basis	[CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term	aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences				
Global Cache of Japan	Core data as defined in the WMO Unified Data Policy (Resolution 1 (Cg-19)) and t	arn:aws:s3:::jma-global-cables	ap-northeast-1	S3 Bucket	['[Browse Bucket](https://global-cache-of-japan.s3.ap-northeast-1.amazonaws.com/index.html)']	https://www.wis-jma.go.jp/cms/index.html	wis-jma@met.kishou.go.jp	[Japan Meteorological Agency](https://www.wis-jma.go.jp/cms/index.html)	Data is updated with new information every 24 hours or less.	There are no restrictions on the use of this data. Attribution of original sourc	aws-pds, atmosphere, climate, climate model, climate projections, climate risk, earth observation, forecast, hydrology, meteorological, oceans, radar, satellite imagery, space weather, weather				
Global Database of Events, Language and Tone (GDELT) - Notifications for new data	Notifications for new data	arn:aws:sns:us-east-1:928094251383:gdelt-csv	us-east-1	SNS Topic		http://www.gdeltproject.org/	http://www.gdeltproject.org/about.html#contact	Unmanaged	Not currently being updated	http://www.gdeltproject.org/about.html#termsofuse	aws-pds, events, disaster response				
Global Database of Events, Language and Tone (GDELT) - Project data files	Project data files	arn:aws:s3:::gdelt-open-data	us-east-1	S3 Bucket		http://www.gdeltproject.org/	http://www.gdeltproject.org/about.html#contact	Unmanaged	Not currently being updated	http://www.gdeltproject.org/about.html#termsofuse	aws-pds, events, disaster response				
Global Seasonal Sentinel-1 Interferometric Coherence and Backscatter Data Set - 1x1 degree tiled data and metadata in a S3 bucket, Global VRT mosaics (vrt	1x1 degree tiled data and metadata in a S3 bucket, Global VRT mosaics (vrt	arn:aws:s3:::sentinel-1-global-coherence-earthbigdata/data/tiles	us-west-2	S3 Bucket		http://sentinel-1-global-coherence-earthbigdata.s3-website-us-west-2.amazonaws.c	For questions regarding data methodology or delivery, contact info@earthbigdata.	[Earth Big Data LLC](https://earthbigdata.com/)	The data set covers the time period from 1-Dec-2019 to 30-Nov-2020. No updates a	The use of these data fall under the terms and conditions of the [Creative Commo	global, satellite imagery, ecosystems, agriculture, urban, infrastructure, earth observation, earthquakes, environmental, geology, geophysics, geospatial, mapping, natural resource, cog, synthetic aperture radar, aws-pds				
Global Seasonal Sentinel-1 Interferometric Coherence and Backscatter Data Set - Global mosaics at 001 degree pixel spacing as cloud optimized GeoTIFFs in a S3	Global mosaics at 001 degree pixel spacing as cloud optimized GeoTIFFs in a S3	arn:aws:s3:::sentinel-1-global-coherence-earthbigdata/data/mosaics	us-west-2	S3 Bucket		http://sentinel-1-global-coherence-earthbigdata.s3-website-us-west-2.amazonaws.c	For questions regarding data methodology or delivery, contact info@earthbigdata.	[Earth Big Data LLC](https://earthbigdata.com/)	The data set covers the time period from 1-Dec-2019 to 30-Nov-2020. No updates a	The use of these data fall under the terms and conditions of the [Creative Commo	global, satellite imagery, ecosystems, agriculture, urban, infrastructure, earth observation, earthquakes, environmental, geology, geophysics, geospatial, mapping, natural resource, cog, synthetic aperture radar, aws-pds				
Google Satellite Embedding V1	Google Satellite Embedding V1	arn:aws:s3:::us-west-2.opendata.source.coop/tge-labs/aef	us-west-2	S3 Bucket	['[Browse Dataset](https://source.coop/tge-labs/aef/)']	https://source.coop/tge-labs/aef	https://cloudnativegeo.org/join	[Source Cooperative](https://source.coop/)	As new data versions become available	CC-BY 4.0	aws-pds, machine learning, satellite imagery, aerial imagery, earth observation, imaging				
Grid Algorithms and Data Analytics Library (GADAL)	Sample IEEE123 Bus system for OEDI SI	arn:aws:s3:::gadal/gadal_ieee123/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=gadal&prefix=gadal_ieee123%2F)']	https://github.com/openEDI/GADAL	https://github.com/openEDI/GADAL/issues	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, energy, environmental, sustainability, model				
Gulfwide Avian Colony Monitoring Survey Photos	High resolution(5184 x 3456) images are provided in jpg format (compression qual	arn:aws:s3:::twi-aviandata	us-east-2	S3 Bucket	['[Explore dataset](https://experience.arcgis.com/experience/010503b4c64b4ff6a7f3570220a53647/page/Data-Explorer/)', '[README](https://experience.arcgis.com/experience/010503b4c64b4ff6a7f3570220a53647/page/Project-Information/)', '[Data processing notebook](https://github.com/waterinstitute/avian_data_ingestor/blob/master/doc/Metadata%20for%20DottedImages.ipynb)']	https://experience.arcgis.com/experience/010503b4c64b4ff6a7f3570220a53647	avaiandataaws@thewaterinstitute.org	[CPRA](https://coastal.la.gov/) and [The Water Institute](https://thewaterinstit	~2 years	Creative Commons BY-SA	biology, conservation, ecosystems, object detection, labeled, environmental, aws-pds				
HIRLAM Weather Model - Notifications for new pressure data	Notifications for new pressure data	arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-rcrhirlam-pressure-grib	eu-west-1	SNS Topic		http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	The data is updated four times a day with analysis hours 00, 06, 12 and 18. Corr	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, agriculture, earth observation, climate, weather, meteorological				
HIRLAM Weather Model - Notifications for new surface data	Notifications for new surface data	arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-rcrhirlam-surface-grib	eu-west-1	SNS Topic		http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	The data is updated four times a day with analysis hours 00, 06, 12 and 18. Corr	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, agriculture, earth observation, climate, weather, meteorological				
HIRLAM Weather Model - Pressure GRIB files	Pressure GRIB files	arn:aws:s3:::fmi-opendata-rcrhirlam-pressure-grib	eu-west-1	S3 Bucket	['[Browse Bucket](https://fmi-opendata-rcrhirlam-pressure-grib.s3.amazonaws.com/index.html)']	http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	The data is updated four times a day with analysis hours 00, 06, 12 and 18. Corr	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, agriculture, earth observation, climate, weather, meteorological				
HIRLAM Weather Model - Surface GRIB files	Surface GRIB files	arn:aws:s3:::fmi-opendata-rcrhirlam-surface-grib	eu-west-1	S3 Bucket	['[Browse Bucket](https://fmi-opendata-rcrhirlam-surface-grib.s3.amazonaws.com/index.html)']	http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	The data is updated four times a day with analysis hours 00, 06, 12 and 18. Corr	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, agriculture, earth observation, climate, weather, meteorological				
HLS Landsat Operational Land Imager Surface Reflectance and TOA Brightness Daily Global 30m v2.0	HLS Landsat Operational Land Imager Surface Reflectance and TOA Brightness Daily	arn:aws:s3:::lp-prod-protected/HLSL30.020	us-west-2	S3 Bucket		https://doi.org/10.5067/HLS/HLSL30.002	User Services: lpdaac@usgs.gov	NASA	From 2013-04-11 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, atmosphere, cog, datacenter, earth observation, geospatial, global, ice, land, metadata, orbit, satellite imagery, stac, surface water, tiles, water, xml	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
HLS Sentinel-2 Multi-spectral Instrument Surface Reflectance Daily Global 30m v2.0	HLS Sentinel-2 Multi-spectral Instrument Surface Reflectance Daily Global 30m v2	arn:aws:s3:::lp-prod-protected/HLSS30.020	us-west-2	S3 Bucket		https://doi.org/10.5067/HLS/HLSS30.002	User Services: lpdaac@usgs.gov	NASA	From 2015-11-28 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, cog, datacenter, earth observation, geospatial, global, hdf, ice, land, metadata, orbit, satellite imagery, stac, surface water, tiles, water, xml	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
High Resolution Canopy Height Maps by WRI and Meta - California Canopy Height maps GeoTIFF files and Geojson files with observation	California Canopy Height maps GeoTIFF files and Geojson files with observation	arn:aws:s3:::dataforgood-fb-data/forests/v1/California/	us-east-1	S3 Bucket		https://github.com/facebookresearch/HighResCanopyHeight	dataforgood@meta.com	[Meta](https://dataforgood.fb.com/)	TBD	https://creativecommons.org/licenses/by/4.0/	aws-pds, cog, earth observation, climate, land cover, agriculture, machine learning, aerial imagery, satellite imagery, image processing, geospatial				
High Resolution Canopy Height Maps by WRI and Meta - Global Canopy Height maps GeoTIFF files and Geojson files with observation date	Global Canopy Height maps GeoTIFF files and Geojson files with observation date	arn:aws:s3:::dataforgood-fb-data/forests/v1/alsgedi_global_v6_float/	us-east-1	S3 Bucket		https://github.com/facebookresearch/HighResCanopyHeight	dataforgood@meta.com	[Meta](https://dataforgood.fb.com/)	TBD	https://creativecommons.org/licenses/by/4.0/	aws-pds, cog, earth observation, climate, land cover, agriculture, machine learning, aerial imagery, satellite imagery, image processing, geospatial				
High Resolution Canopy Height Maps by WRI and Meta - Model weights	Model weights	arn:aws:s3:::dataforgood-fb-data/forests/v1/models/	us-east-1	S3 Bucket		https://github.com/facebookresearch/HighResCanopyHeight	dataforgood@meta.com	[Meta](https://dataforgood.fb.com/)	TBD	https://creativecommons.org/licenses/by/4.0/	aws-pds, cog, earth observation, climate, land cover, agriculture, machine learning, aerial imagery, satellite imagery, image processing, geospatial				
High Resolution Canopy Height Maps by WRI and Meta - Sao Paulo Canopy Height maps GeoTIFF files and Geojson files with observation d	Sao Paulo Canopy Height maps GeoTIFF files and Geojson files with observation d	arn:aws:s3:::dataforgood-fb-data/forests/v1/sao_paulo/	us-east-1	S3 Bucket		https://github.com/facebookresearch/HighResCanopyHeight	dataforgood@meta.com	[Meta](https://dataforgood.fb.com/)	TBD	https://creativecommons.org/licenses/by/4.0/	aws-pds, cog, earth observation, climate, land cover, agriculture, machine learning, aerial imagery, satellite imagery, image processing, geospatial				
High Resolution Canopy Height Maps by WRI and Meta - Sub Saharan Africa Height maps GeoTIFF files and Geojson files with observation	Sub Saharan Africa Height maps GeoTIFF files and Geojson files with observation	arn:aws:s3:::dataforgood-fb-data/forests/v1/subsaharan_africa/	us-east-1	S3 Bucket		https://github.com/facebookresearch/HighResCanopyHeight	dataforgood@meta.com	[Meta](https://dataforgood.fb.com/)	TBD	https://creativecommons.org/licenses/by/4.0/	aws-pds, cog, earth observation, climate, land cover, agriculture, machine learning, aerial imagery, satellite imagery, image processing, geospatial				
High Resolution Downscaled Climate Data for Southeast Alaska	High-res dynamically downscaled climate data for Southeast Alaska	arn:aws:s3:::wrf-se-ak-ar5	us-west-2	S3 Bucket	['[Browse Bucket](http://wrf-se-ak-ar5.s3-website-us-west-2.amazonaws.com/)']	https://www.sciencebase.gov/catalog/item/5f93658882ce720ee2d598a7	http://directory.iarc.uaf.edu/richard-lader	Scenarios Network for Alaska + Arctic Planning at the International Arctic Resea	as needed	https://creativecommons.org/licenses/by/4.0/	aws-pds, agriculture, climate, coastal, earth observation, environmental, weather, aws-pds, sustainability				
High Resolution Population Density Maps + Demographic Estimates by CIESIN and Meta - CSV files	CSV files	arn:aws:s3:::dataforgood-fb-data/csv/	us-east-1	S3 Bucket		[Project overview](https://dataforgood.facebook.com/dfg/docs/methodology-high-re	disastermaps@fb.com	[Meta](https://dataforgood.fb.com/)	Quarterly	https://creativecommons.org/licenses/by/4.0/	population, demographics, machine learning, aerial imagery, satellite imagery, image processing, geospatial, disaster response, aws-pds				
High Resolution Population Density Maps + Demographic Estimates by CIESIN and Meta - Cloud-optimized GeoTIFF files	Cloud-optimized GeoTIFF files	arn:aws:s3:::dataforgood-fb-data/hrsl-cogs/	us-east-1	S3 Bucket		[Project overview](https://dataforgood.facebook.com/dfg/docs/methodology-high-re	disastermaps@fb.com	[Meta](https://dataforgood.fb.com/)	Quarterly	https://creativecommons.org/licenses/by/4.0/	population, demographics, machine learning, aerial imagery, satellite imagery, image processing, geospatial, disaster response, aws-pds				
High resolution, annual cropland and landcover maps for selected African countries	Field boundary and land cover maps	arn:aws:s3:::mappingafrica	us-west-2	S3 Bucket		https://github.com/agroimpacts/mapping-africa	mappingafrica@clarku.edu	[The Agricultural Impacts Research Group](https://agroimpacts.info/)	New maps are added as developed	[Planet NICFI participant license agreement](https://assets.planet.com/docs/Plan	aws-pds, agriculture, land cover, satellite imagery, machine learning, deep learning, cog, labeled				
Homeland Security and Infrastructure US Cities	A Requester Pays Bucket of HSIP data including building footprints, LiDAR, ortho	arn:aws:s3:::usgs-lidar-uscities	us-west-2	S3 Bucket		https://github.com/hobuinc/hsip-lidar	https://github.com/hobuinc/hsip-lidar	[Hobu, Inc.](https://hobu.co)	Periodically	US Government Public Domain https://www.usgs.gov/faqs/what-are-terms-uselicensin	aws-pds, elevation, disaster response, geospatial, lidar	True			
ICEYE Synthetic Aperture Radar (SAR) Open Dataset - ICEYE Open SAR Data	ICEYE Open SAR Data	arn:aws:s3:::iceye-open-data-catalog	us-west-2	S3 Bucket	['[Browse bucket](http://iceye-open-data-catalog.s3-website-us-west-2.amazonaws.com)', '[STAC Browser](https://radiantearth.github.io/stac-browser/#/external/iceye-open-data-catalog.s3-us-west-2.amazonaws.com/catalog.json)']	Documentation is available at the [ICEYE website](https://www.iceye.com) and the	customer@iceye.com	[ICEYE](https://www.iceye.com)	New data is added frequently.	The data is provided under the Creative Commons License [CC BY 4.0](https://crea	aws-pds, synthetic aperture radar, stac, earth observation, satellite imagery, image processing, geospatial, computer vision, disaster response	False			
ICEYE Synthetic Aperture Radar (SAR) Open Dataset - Notification for new ICEYE Open SAR Data	Notification for new ICEYE Open SAR Data	arn:aws:sns:us-west-2:058264311954:iceye-open-data-catalog-object_created	us-west-2	SNS Topic		Documentation is available at the [ICEYE website](https://www.iceye.com) and the	customer@iceye.com	[ICEYE](https://www.iceye.com)	New data is added frequently.	The data is provided under the Creative Commons License [CC BY 4.0](https://crea	aws-pds, synthetic aperture radar, stac, earth observation, satellite imagery, image processing, geospatial, computer vision, disaster response				
IDEAM - Colombian Radar Network	Level II data	arn:aws:s3:::s3-radaresideam	us-east-1	S3 Bucket		http://www.pronosticosyalertas.gov.co/archivos-radar	atencionalciudadano@ideam.gov.co, radares_ideam@ideam.gov.co	[IDEAM](http://www.ideam.gov.co/)	Updated level II data is added as soon as it is available.	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, agriculture, earth observation, natural resource, weather, meteorological				
IGP Coal Plant	Asset level data - Coal_Plants_IGP	arn:aws:s3:::assetdata-igp/Coal Plants/	ap-south-1	S3 Bucket		https://github.com/APAD2024/APAD-Asset-Data/blob/main/Asset%20Data/Coal%20Plants	https://github.com/APAD2024/APAD-Asset-Data/issues	APAD	as needed	https://creativecommons.org/licenses/by/4.0/	air quality, energy, meteorological, environmental				
ISERV	ISERV Optical Imagery	arn:aws:s3:::nasa-iserv	us-west-2	S3 Bucket		https://stacindex.org/collections/nasa-iserv	support@radiant.earth	[Radiant Earth Foundation](https://www.radiant.earth/)	Not updated	The data is released under a ODC Public Domain Dedication & License 1.0 ([PDDL-1	aws-pds, geospatial, earth observation, satellite imagery, environmental				
Indiana Statewide Digital Aerial Imagery Catalog	State of Indiana digital orthophotography archive	arn:aws:s3:::gisimageryingov	us-east-2	S3 Bucket		https://imagery.gio.in.gov/	sscholer@iot.in.gov	Indiana Geographic Information Office	The State of Indiana has had a 4-year cycle collecting imagery.  The collections	Access to Indiana Geographic Information Office Orthoimagery is governed by Crea	aerial imagery, aws-pds, earth observation, geospatial, imaging, mapping, cog, natural resource, sustainability, agriculture				
Indiana Statewide Elevation Catalog	State of Indiana Elevation archive	arn:aws:s3:::giselevationingov	us-east-2	S3 Bucket		https://elevation.gio.in.gov/	sscholer@iot.in.gov	Indiana Geographic Information Office	The State of Indiana has another four-year cycle of collecting orthoimagery and 	Access to Indiana Geographic Information Office Lidar is governed by Creative Co	lidar, aws-pds, earth observation, geospatial, imaging, mapping, natural resource, sustainability, agriculture				
Inter-mission Time Series of Land Ice Velocity and Elevation (ITS_LIVE) - ITS_LIVE Data S3 Bucket	ITS_LIVE Data S3 Bucket	arn:aws:s3:::its-live-data	us-west-2	S3 Bucket	['[Browse Bucket](https://its-live-data.s3.amazonaws.com/index.html)']	https://its-live-data.s3.us-west-2.amazonaws.com/README.html	If you have questions about the data itself or the processing methods used, plea	[The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/)	Up to daily, as new satellite imagery is made available.	[Creative Commons Zero (CC0) 1.0 Universal License](https://creativecommons.org/	aws-pds, ice, earth observation, satellite imagery, geophysics, geospatial, global, cog, netcdf, zarr, stac				
Inter-mission Time Series of Land Ice Velocity and Elevation (ITS_LIVE) - Notifications for new data	Notifications for new data	arn:aws:sns:us-west-2:367587189974:its-live-data-object_created	us-west-2	SNS Topic		https://its-live-data.s3.us-west-2.amazonaws.com/README.html	If you have questions about the data itself or the processing methods used, plea	[The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/)	Up to daily, as new satellite imagery is made available.	[Creative Commons Zero (CC0) 1.0 Universal License](https://creativecommons.org/	aws-pds, ice, earth observation, satellite imagery, geophysics, geospatial, global, cog, netcdf, zarr, stac				
JAXA / USGS / NASA Kaguya/SELENE Terrain Camera Observations - Scenes and metadata for monoscopic observing mode	Scenes and metadata for monoscopic observing mode	arn:aws:s3:::astrogeo-ard/moon/kaguya/terrain_camera/monoscopic/uncontrolled/	us-west-2	S3 Bucket	['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/kaguya_terrain_camera_monoscopic_uncontrolled_observations)']	https://stac.astrogeology.usgs.gov/docs/data/moon/kaguyatc/	https://answers.usgs.gov/	[NASA](https://www.nasa.gov)	The Kaguya/SELENE mission has completed. No updates to this dataset are planned.	[CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/)	aws-pds, planetary, satellite imagery, stac, cog				
JAXA / USGS / NASA Kaguya/SELENE Terrain Camera Observations - Scenes and metadata for spectral profiler (spsupport) observing mode	Scenes and metadata for spectral profiler (spsupport) observing mode	arn:aws:s3:::astrogeo-ard/moon/kaguya/terrain_camera/spsupport/uncontrolled/	us-west-2	S3 Bucket	['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/kaguya_terrain_camera_spsupport_uncontrolled_observations)']	https://stac.astrogeology.usgs.gov/docs/data/moon/kaguyatc/	https://answers.usgs.gov/	[NASA](https://www.nasa.gov)	The Kaguya/SELENE mission has completed. No updates to this dataset are planned.	[CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/)	aws-pds, planetary, satellite imagery, stac, cog				
JAXA / USGS / NASA Kaguya/SELENE Terrain Camera Observations - Scenes and metadata for stereoscopic observing mode	Scenes and metadata for stereoscopic observing mode	arn:aws:s3:::astrogeo-ard/moon/kaguya/terrain_camera/stereoscopic/uncontrolled/	us-west-2	S3 Bucket	['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/kaguya_terrain_camera_stereoscopic_uncontrolled_observations)']	https://stac.astrogeology.usgs.gov/docs/data/moon/kaguyatc/	https://answers.usgs.gov/	[NASA](https://www.nasa.gov)	The Kaguya/SELENE mission has completed. No updates to this dataset are planned.	[CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/)	aws-pds, planetary, satellite imagery, stac, cog				
JMA Himawari-8/9 - Himawari-8 Imagery	Himawari-8 Imagery	arn:aws:s3:::noaa-himawari8	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-himawari8.s3.amazonaws.com/index.html)']	https://www.data.jma.go.jp/mscweb/en/himawari89/cloud_service/cloud_service.html	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	10 minutes for Full Disk, 2.5 minutes for Regions 1, 2, and 3, and .5 minutes fo	Himawari data is produced and managed by JMA. NOAA has rights to distribute this	aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery				
JMA Himawari-8/9 - Himawari-9 Imagery	Himawari-9 Imagery	arn:aws:s3:::noaa-himawari9	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-himawari9.s3.amazonaws.com/index.html)']	https://www.data.jma.go.jp/mscweb/en/himawari89/cloud_service/cloud_service.html	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	10 minutes for Full Disk, 2.5 minutes for Regions 1, 2, and 3, and .5 minutes fo	Himawari data is produced and managed by JMA. NOAA has rights to distribute this	aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery				
JMA Himawari-8/9 - New data notifications for Himawari-8, only Lambda and SQS protocols allowed	New data notifications for Himawari-8, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewHimawari8Object	us-east-1	SNS Topic		https://www.data.jma.go.jp/mscweb/en/himawari89/cloud_service/cloud_service.html	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	10 minutes for Full Disk, 2.5 minutes for Regions 1, 2, and 3, and .5 minutes fo	Himawari data is produced and managed by JMA. NOAA has rights to distribute this	aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery				
JMA Himawari-8/9 - New data notifications for Himawari-9, only Lambda and SQS protocols allowed	New data notifications for Himawari-9, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewHimawariNineObject	us-east-1	SNS Topic		https://www.data.jma.go.jp/mscweb/en/himawari89/cloud_service/cloud_service.html	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	10 minutes for Full Disk, 2.5 minutes for Regions 1, 2, and 3, and .5 minutes fo	Himawari data is produced and managed by JMA. NOAA has rights to distribute this	aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery				
Japan Prefectures, 3D Point Cloud Data - Notifications for new japan-pointcloud data	Notifications for new japan-pointcloud data	arn:aws:sns:ap-northeast-1:250546175908:japan-pointcloud-object_created	ap-northeast-1	SNS Topic		https://github.com/aigidjp/opendata_japan_pointcloud/blob/main/README.md	japan-pointcloud@aigid.jp	[AIGID](https://aigid.jp/)	Currently not scheduled	Creative Commons Attribution 4.0 International (CC-BY 4.0)	aws-pds, disaster response, elevation, geospatial, japanese, land, lidar, mapping				
Japan Prefectures, 3D Point Cloud Data - Point Cloud Data for Prefectures Across Japan	Point Cloud Data for Prefectures Across Japan	arn:aws:s3:::japan-pointcloud	ap-northeast-1	S3 Bucket		https://github.com/aigidjp/opendata_japan_pointcloud/blob/main/README.md	japan-pointcloud@aigid.jp	[AIGID](https://aigid.jp/)	Currently not scheduled	Creative Commons Attribution 4.0 International (CC-BY 4.0)	aws-pds, disaster response, elevation, geospatial, japanese, land, lidar, mapping				
Kanagawa, 3D Point Cloud Data - Notifications for new kanagawa-pointcloud data	Notifications for new kanagawa-pointcloud data	arn:aws:sns:ap-northeast-1:895319340027:kanagawa-pointcloud_created	ap-northeast-1	SNS Topic		https://github.com/aigidjp/opendata_kanagawa_pointcloud/blob/main/README.md	kanagawa-pointcloud@aigid.jp	[AIGID](https://aigid.jp/)	Currently not scheduled	Creative Commons Attribution 4.0 International (CC-BY 4.0)	aws-pds, disaster response, elevation, geospatial, japanese, land, lidar, mapping				
Kanagawa, 3D Point Cloud Data - Point Cloud Data of Kanagawa Prefecture, Japan	Point Cloud Data of Kanagawa Prefecture, Japan	arn:aws:s3:::kanagawa-pointcloud	ap-northeast-1	S3 Bucket		https://github.com/aigidjp/opendata_kanagawa_pointcloud/blob/main/README.md	kanagawa-pointcloud@aigid.jp	[AIGID](https://aigid.jp/)	Currently not scheduled	Creative Commons Attribution 4.0 International (CC-BY 4.0)	aws-pds, disaster response, elevation, geospatial, japanese, land, lidar, mapping				
Korea Meteorological Administration (KMA) GK-2A Satellite Data - GK2A Imagery	GK2A Imagery	arn:aws:s3:::noaa-gk2a-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-gk2a-pds.s3.amazonaws.com/index.html)']	https://nmsc.kma.go.kr/enhome/html/base/cmm/selectPage.do?page=satellite.gk2a.fa	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	10 minutes for Full Disk, 2 minutes for  4 visible channels and 12 infrared chan	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery				
Korea Meteorological Administration (KMA) GK-2A Satellite Data - New data notifications for GK2A, only Lambda and SQS protocols allowed	New data notifications for GK2A, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:709902155096:NewGK2AObject	us-east-1	SNS Topic		https://nmsc.kma.go.kr/enhome/html/base/cmm/selectPage.do?page=satellite.gk2a.fa	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	10 minutes for Full Disk, 2 minutes for  4 visible channels and 12 infrared chan	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery				
KyFromAbove on AWS - Elevation and imagery data resources for the Commonwealth of Kentucky are organi	Elevation and imagery data resources for the Commonwealth of Kentucky are organi	arn:aws:s3:::kyfromabove	us-west-2	S3 Bucket	['[KyFromAbove Stac-Browser](https://kygeonet.ky.gov/stac)', '[STAC V1.0.0 endpoint](https://spved5ihrl.execute-api.us-west-2.amazonaws.com/)', '[Browse Bucket](https://kyfromabove.s3.us-west-2.amazonaws.com/index.html)']	https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove	More information regarding the KyFromAbove program can be found at https://kyfro	[Kentucky Division of Geographic Information](https://kygeonet.ky.gov)	KyFromAbove data are typically updated on an annual basis. Each year, a portion 	Public Domain with Attribution	aerial imagery, aws-pds, cog, dtm, disaster response, earth observation, elevation, geopackage, geospatial, lidar, mapping, stac, tiff, tiles	False			
KyFromAbove on AWS - KyFromAbove Topographic Contours, digital elevation models, point cloud, spot el	KyFromAbove Topographic Contours, digital elevation models, point cloud, spot el	arn:aws:s3:::kyfromabove/elevation/	us-west-2	S3 Bucket	['[Browse Bucket](https://kyfromabove.s3.us-west-2.amazonaws.com/index.html#elevation/)']	https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove	More information regarding the KyFromAbove program can be found at https://kyfro	[Kentucky Division of Geographic Information](https://kygeonet.ky.gov)	KyFromAbove data are typically updated on an annual basis. Each year, a portion 	Public Domain with Attribution	aerial imagery, aws-pds, cog, dtm, disaster response, earth observation, elevation, geopackage, geospatial, lidar, mapping, stac, tiff, tiles	False			
KyFromAbove on AWS - KyFromAbove aerial imagery, both nadir and oblique views, can be found in this b	KyFromAbove aerial imagery, both nadir and oblique views, can be found in this b	arn:aws:s3:::kyfromabove/imagery/	us-west-2	S3 Bucket	['[KyFromAbove Stac-Browser - Phase 1 Orthos](https://kygeonet.ky.gov/collections/orthos-phase1)', '[KyFromAbove Stac-Browser - Phase 2 Orthos](https://kygeonet.ky.gov/collections/orthos-phase2)', '[KyFromAbove Stac-Browser - Phase 3 Orthos](https://kygeonet.ky.gov/collections/orthos-phase3)', '[KyFromAbove Explorer oblique-viewer](https://explore.kyfromabove.ky.gov/)', '[STAC V1.0.0 endpoint](https://spved5ihrl.execute-api.us-west-2.amazonaws.com/)', '[Browse Bucket](https://kyfromabove.s3.us-west-2.amazonaws.com/index.html#imagery/)']	https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove	More information regarding the KyFromAbove program can be found at https://kyfro	[Kentucky Division of Geographic Information](https://kygeonet.ky.gov)	KyFromAbove data are typically updated on an annual basis. Each year, a portion 	Public Domain with Attribution	aerial imagery, aws-pds, cog, dtm, disaster response, earth observation, elevation, geopackage, geospatial, lidar, mapping, stac, tiff, tiles	False			
KyFromAbove on AWS - KyFromAbove oblique imagery can be found in this folder The four oblique views	KyFromAbove oblique imagery can be found in this folder The four oblique views	arn:aws:s3:::kyfromabove/imagery/obliques/	us-west-2	S3 Bucket	['[KyFromAbove Explorer](https://explore.kyfromabove.ky.gov/)', '[Browse Bucket](https://kyfromabove.s3.us-west-2.amazonaws.com/index.html#imagery/obliques/)']	https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove	More information regarding the KyFromAbove program can be found at https://kyfro	[Kentucky Division of Geographic Information](https://kygeonet.ky.gov)	KyFromAbove data are typically updated on an annual basis. Each year, a portion 	Public Domain with Attribution	aerial imagery, aws-pds, cog, dtm, disaster response, earth observation, elevation, geopackage, geospatial, lidar, mapping, stac, tiff, tiles	False			
KyFromAbove on AWS - KyFromAbove ortho imagery for the Commonwealth of Kentucky organized in a 5000x5	KyFromAbove ortho imagery for the Commonwealth of Kentucky organized in a 5000x5	arn:aws:s3:::kyfromabove/imagery/orthos/	us-west-2	S3 Bucket	['[KyFromAbove Stac-Browser](https://kygeonet.ky.gov/stac)', '[STAC V1.0.0 endpoint](https://spved5ihrl.execute-api.us-west-2.amazonaws.com/)', '[Browse Bucket](https://kyfromabove.s3.us-west-2.amazonaws.com/index.html#imagery/orthos/)']	https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove	More information regarding the KyFromAbove program can be found at https://kyfro	[Kentucky Division of Geographic Information](https://kygeonet.ky.gov)	KyFromAbove data are typically updated on an annual basis. Each year, a portion 	Public Domain with Attribution	aerial imagery, aws-pds, cog, dtm, disaster response, earth observation, elevation, geopackage, geospatial, lidar, mapping, stac, tiff, tiles	False			
KyFromAbove on AWS - LiDAR-derived Point Cloud tiles for the Commonwealth of Kentucky organized in a	LiDAR-derived Point Cloud tiles for the Commonwealth of Kentucky organized in a	arn:aws:s3:::kyfromabove/elevation/PointCloud/	us-west-2	S3 Bucket	['[KyFromAbove Stac-Browser - Phase 1](https://kygeonet.ky.gov/collections/laz-phase1)', '[KyFromAbove Stac-Browser - Phase 2](https://kygeonet.ky.gov/collections/laz-phase2)', '[KyFromAbove Stac-Browser - Phase 3](https://kygeonet.ky.gov/collections/laz-phase3)', '[STAC V1.0.0 endpoint](https://spved5ihrl.execute-api.us-west-2.amazonaws.com/)', '[Browse Bucket](https://kyfromabove.s3.us-west-2.amazonaws.com/index.html#elevation/PointCloud/)']	https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove	More information regarding the KyFromAbove program can be found at https://kyfro	[Kentucky Division of Geographic Information](https://kygeonet.ky.gov)	KyFromAbove data are typically updated on an annual basis. Each year, a portion 	Public Domain with Attribution	aerial imagery, aws-pds, cog, dtm, disaster response, earth observation, elevation, geopackage, geospatial, lidar, mapping, stac, tiff, tiles	False			
KyFromAbove on AWS - LiDAR-derived digital elevation models (DEM) for the Commonwealth of Kentucky or	LiDAR-derived digital elevation models (DEM) for the Commonwealth of Kentucky or	arn:aws:s3:::kyfromabove/elevation/DEM/	us-west-2	S3 Bucket	['[KyFromAbove Stac-Browser - Phase 1](https://kygeonet.ky.gov/collections/dem-phase1)', '[KyFromAbove Stac-Browser - Phase 2](https://kygeonet.ky.gov/collections/dem-phase2)', '[KyFromAbove Stac-Browser - Phase 3](https://kygeonet.ky.gov/collections/dem-phase3)', '[STAC V1.0.0 endpoint](https://spved5ihrl.execute-api.us-west-2.amazonaws.com/)', '[Browse Bucket](https://kyfromabove.s3.us-west-2.amazonaws.com/index.html#elevation/DEM/)']	https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove	More information regarding the KyFromAbove program can be found at https://kyfro	[Kentucky Division of Geographic Information](https://kygeonet.ky.gov)	KyFromAbove data are typically updated on an annual basis. Each year, a portion 	Public Domain with Attribution	aerial imagery, aws-pds, cog, dtm, disaster response, earth observation, elevation, geopackage, geospatial, lidar, mapping, stac, tiff, tiles	False			
KyFromAbove on AWS - The data in this bucket includes spot elevations for the entire Commonwealth of	The data in this bucket includes spot elevations for the entire Commonwealth of	arn:aws:s3:::kyfromabove/elevation/SpotElevations/	us-west-2	S3 Bucket	['[Browse Bucket](https://kyfromabove.s3.us-west-2.amazonaws.com/index.html#elevation/SpotElevations/)']	https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove	More information regarding the KyFromAbove program can be found at https://kyfro	[Kentucky Division of Geographic Information](https://kygeonet.ky.gov)	KyFromAbove data are typically updated on an annual basis. Each year, a portion 	Public Domain with Attribution	aerial imagery, aws-pds, cog, dtm, disaster response, earth observation, elevation, geopackage, geospatial, lidar, mapping, stac, tiff, tiles	False			
KyFromAbove on AWS - There are three data resources in this folder - 1) KyTopo Map Series quadrangles	There are three data resources in this folder - 1) KyTopo Map Series quadrangles	arn:aws:s3:::kyfromabove/elevation/KyTopoMapSeries/	us-west-2	S3 Bucket	['[Browse Bucket](https://kyfromabove.s3.us-west-2.amazonaws.com/index.html#elevation/KyTopoMapSeries/)']	https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove	More information regarding the KyFromAbove program can be found at https://kyfro	[Kentucky Division of Geographic Information](https://kygeonet.ky.gov)	KyFromAbove data are typically updated on an annual basis. Each year, a portion 	Public Domain with Attribution	aerial imagery, aws-pds, cog, dtm, disaster response, earth observation, elevation, geopackage, geospatial, lidar, mapping, stac, tiff, tiles	False			
KyFromAbove on AWS - Topographic contours created from the KyFromAbove Phase 1 LiDAR-derived digital	Topographic contours created from the KyFromAbove Phase 1 LiDAR-derived digital	arn:aws:s3:::kyfromabove/elevation/Contours/	us-west-2	S3 Bucket	['[Browse Bucket](https://kyfromabove.s3.us-west-2.amazonaws.com/index.html#elevation/Contours/)']	https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove	More information regarding the KyFromAbove program can be found at https://kyfro	[Kentucky Division of Geographic Information](https://kygeonet.ky.gov)	KyFromAbove data are typically updated on an annual basis. Each year, a portion 	Public Domain with Attribution	aerial imagery, aws-pds, cog, dtm, disaster response, earth observation, elevation, geopackage, geospatial, lidar, mapping, stac, tiff, tiles	False			
LGND Clay v1.5 Sentinel-2 - Clay v15 Sentinel-2	Clay v15 Sentinel-2	arn:aws:s3:::us-west-2.opendata.source.coop/clay/lgnd-clay-v1-5-sentinel-2-l2a	us-west-2	S3 Bucket	['[Browse Dataset](https://source.coop/clay/lgnd-clay-v1-5-sentinel-2-l2a)']	https://source.coop/clay/lgnd-clay-v1-5-sentinel-2-l2a	contact@madewithclay.org	[Source Cooperative](https://source.coop/)	As new data versions become available	Creative Commons Attribution 4.0 International License	aws-pds, satellite imagery, earth observation, machine learning, imaging, computer vision				
LGND Clay v1.5 Sentinel-2 - Notifications for new data as it arrives	Notifications for new data as it arrives	arn:aws:sns:us-west-2:417712557820:source_coop-clay-lgnd-clay-v1-5-sentinel-2-l2a_new-object	us-west-2	SNS Topic		https://source.coop/clay/lgnd-clay-v1-5-sentinel-2-l2a	contact@madewithclay.org	[Source Cooperative](https://source.coop/)	As new data versions become available	Creative Commons Attribution 4.0 International License	aws-pds, satellite imagery, earth observation, machine learning, imaging, computer vision				
Landsat Geometric Median and Absolute Deviations (GeoMAD) over the Pacific.	Data access	arn:aws:s3:::dep-public-data	us-west-2	S3 Bucket		https://digitalearthpacific.org/#/applications	dep@spc.int	[Pacific Community (SPC)](https://www.spc.int/)	Annually	Digital Earth Pacific Data is available under the Creative CommonsAttribution 4.	earth observation, geoscience, geospatial				
Louisiana Watershed Initiative (LWI) Model Data	Model Applications and Simulations	arn:aws:s3:::lwi-model-data	us-east-1	S3 Bucket	['[Browse the bucket](https://lwi-model-data.s3.amazonaws.com/index.html)', '[Disover the data and models. The ID of the resources can be used to explore the data on the AWS bucket.](https://lwi.endmc.org/)']	https://watershed.la.gov/modeling-program	endmc@thewaterinstitute.org	The Water Institute	yearly	https://creativecommons.org/licenses/by/4.0/ with attribution to Louisiana Water	forecast, bathymetry, climate, coastal, disaster response, elevation, floods, geospatial, hydrologic model, hydrology, infrastructure, land cover, land use, mapping, meteorological, model, open source software, precipitation, simulations, sustainability, water, weather, aws-pds				
Low Altitude Disaster Imagery (LADI) Dataset	LADI dataset: images and labels	arn:aws:s3:::ladi	us-west-2	S3 Bucket		https://github.com/LADI-Dataset/ladi-overview	ladi-dataset-admin@mit.edu	[MIT Lincoln Laboratory Humanitarian Assistance and Disaster Relief group](https	Periodically	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, aerial imagery, coastal, computer vision, disaster response, earth observation, earthquakes, geospatial, imaging, image processing, infrastructure, land, machine learning, mapping, natural resource, seismology, transportation, urban, water				
MAN TruckScenes - MAN TruckScenes mini	MAN TruckScenes mini	arn:aws:s3:::man-truckscenes/release/mini/	eu-central-1	S3 Bucket		https://www.man.eu/truckscenes	truckscenes@man.eu	[MAN Truck and Bus SE](https://www.man.eu)	The dataset may be updated with additional or corrected data on a need-to-update	[CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/)	autonomous vehicles, radar, lidar, IMU, GPS, computer vision, machine learning, deep learning, perception, object detection, object tracking, transportation, logistics, robotics				
MAN TruckScenes - MAN TruckScenes test	MAN TruckScenes test	arn:aws:s3:::man-truckscenes/release/test/	eu-central-1	S3 Bucket		https://www.man.eu/truckscenes	truckscenes@man.eu	[MAN Truck and Bus SE](https://www.man.eu)	The dataset may be updated with additional or corrected data on a need-to-update	[CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/)	autonomous vehicles, radar, lidar, IMU, GPS, computer vision, machine learning, deep learning, perception, object detection, object tracking, transportation, logistics, robotics				
MAN TruckScenes - MAN TruckScenes trainval	MAN TruckScenes trainval	arn:aws:s3:::man-truckscenes/release/trainval/	eu-central-1	S3 Bucket		https://www.man.eu/truckscenes	truckscenes@man.eu	[MAN Truck and Bus SE](https://www.man.eu)	The dataset may be updated with additional or corrected data on a need-to-update	[CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/)	autonomous vehicles, radar, lidar, IMU, GPS, computer vision, machine learning, deep learning, perception, object detection, object tracking, transportation, logistics, robotics				
MISR Level 1B2 Ellipsoid Data V004	MISR Level 1B2 Ellipsoid Data V004 (Format: netCDF-4)	arn:aws:s3:::asdc-prod-protected/MISR/MI1B2E_004	us-west-2	S3 Bucket		https://doi.org/10.5067/TERRA/MISR/MI1B2E_L1.004	ASDC USER SERVICES: support-asdc@earthdata.nasa.gov. Home Page: https://asdc.lar	NASA	From 1999-12-18 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, atmosphere, climate, cyclone typhoon hurricane, datacenter, earth observation, global, land, opendap, orbit	False			https://data.asdc.earthdata.nasa.gov/s3credentialsREADME
MODIS MYD13A1, MOD13A1, MYD11A1, MOD11A1, MCD43A4 - Imagery and metadata	Imagery and metadata	arn:aws:s3:::astraea-opendata	us-west-2	S3 Bucket		Documentation is available for this data at the [s22s/astraea-opendata GitHub re	https://astraea.earth/	[Astraea](https://astraea.earth/)	New scenes are added daily.	There are no restrictions on the use of data, unless expressly identified prior 	aws-pds, agriculture, geospatial, satellite imagery, natural resource, disaster response	True			
MODIS MYD13A1, MOD13A1, MYD11A1, MOD11A1, MCD43A4 - New data notifications	New data notifications	arn:aws:sns:us-west-2:791757209086:astraea-opendata-events	us-west-2	SNS Topic		Documentation is available for this data at the [s22s/astraea-opendata GitHub re	https://astraea.earth/	[Astraea](https://astraea.earth/)	New scenes are added daily.	There are no restrictions on the use of data, unless expressly identified prior 	aws-pds, agriculture, geospatial, satellite imagery, natural resource, disaster response				
MODIS MYD13A1, MOD13A1, MYD11A1, MOD11A1, MCD43A4 - S3 Inventory files for MCD43A4	S3 Inventory files for MCD43A4	arn:aws:s3:::astraea-opendata-inventory/astraea-opendata/modis-assets-MCD43A4	us-west-2	S3 Bucket		Documentation is available for this data at the [s22s/astraea-opendata GitHub re	https://astraea.earth/	[Astraea](https://astraea.earth/)	New scenes are added daily.	There are no restrictions on the use of data, unless expressly identified prior 	aws-pds, agriculture, geospatial, satellite imagery, natural resource, disaster response	True			
MODIS MYD13A1, MOD13A1, MYD11A1, MOD11A1, MCD43A4 - S3 Inventory files for MOD11A1	S3 Inventory files for MOD11A1	arn:aws:s3:::astraea-opendata-inventory/astraea-opendata/modis-assets-MOD11A1	us-west-2	S3 Bucket		Documentation is available for this data at the [s22s/astraea-opendata GitHub re	https://astraea.earth/	[Astraea](https://astraea.earth/)	New scenes are added daily.	There are no restrictions on the use of data, unless expressly identified prior 	aws-pds, agriculture, geospatial, satellite imagery, natural resource, disaster response	True			
MODIS MYD13A1, MOD13A1, MYD11A1, MOD11A1, MCD43A4 - S3 Inventory files for MOD13A1	S3 Inventory files for MOD13A1	arn:aws:s3:::astraea-opendata-inventory/astraea-opendata/modis-assets-MOD13A1	us-west-2	S3 Bucket		Documentation is available for this data at the [s22s/astraea-opendata GitHub re	https://astraea.earth/	[Astraea](https://astraea.earth/)	New scenes are added daily.	There are no restrictions on the use of data, unless expressly identified prior 	aws-pds, agriculture, geospatial, satellite imagery, natural resource, disaster response	True			
MODIS MYD13A1, MOD13A1, MYD11A1, MOD11A1, MCD43A4 - S3 Inventory files for MYD11A1	S3 Inventory files for MYD11A1	arn:aws:s3:::astraea-opendata-inventory/astraea-opendata/modis-assets-MYD11A1	us-west-2	S3 Bucket		Documentation is available for this data at the [s22s/astraea-opendata GitHub re	https://astraea.earth/	[Astraea](https://astraea.earth/)	New scenes are added daily.	There are no restrictions on the use of data, unless expressly identified prior 	aws-pds, agriculture, geospatial, satellite imagery, natural resource, disaster response	True			
MODIS MYD13A1, MOD13A1, MYD11A1, MOD11A1, MCD43A4 - S3 Inventory files for MYD13A1	S3 Inventory files for MYD13A1	arn:aws:s3:::astraea-opendata-inventory/astraea-opendata/modis-assets-MYD13A1	us-west-2	S3 Bucket		Documentation is available for this data at the [s22s/astraea-opendata GitHub re	https://astraea.earth/	[Astraea](https://astraea.earth/)	New scenes are added daily.	There are no restrictions on the use of data, unless expressly identified prior 	aws-pds, agriculture, geospatial, satellite imagery, natural resource, disaster response	True			
MODIS/Aqua Surface Reflectance Daily L2G Global 1km and 500m SIN Grid V061	MODIS/Aqua Surface Reflectance Daily L2G Global 1km and 500m SIN Grid V061	arn:aws:s3:::lp-prod-protected/MYD09GA.061	us-west-2	S3 Bucket		https://doi.org/10.5067/MODIS/MYD09GA.061	User Services: lpdaac@usgs.gov	NASA	From 2002-07-04 to Ongoing (Daily - < Weekly)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, datacenter, earth observation, geospatial, global, hdf, ice, land, opendap, satellite imagery	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
MODIS/Aqua Surface Reflectance Daily L2G Global 250m SIN Grid V061	MODIS/Aqua Surface Reflectance Daily L2G Global 250m SIN Grid V061	arn:aws:s3:::lp-prod-protected/MYD09GQ.061	us-west-2	S3 Bucket		https://doi.org/10.5067/MODIS/MYD09GQ.061	User Services: lpdaac@usgs.gov	NASA	From 2002-07-04 to Ongoing (Daily - < Weekly)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, datacenter, earth observation, geospatial, global, hdf, ice, land, opendap	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
MODIS/Terra Calibrated Radiances 5-Min L1B Swath 500m	MODIS/Terra Calibrated Radiances 5-Min L1B Swath 500m	arn:aws:s3:::prod-lads/MOD02HKM	us-west-2	S3 Bucket		https://doi.org/10.5067/MODIS/MOD02HKM.061	MODAPS USER SUPPORT TEAM: MODAPSUSO@lists.nasa.gov. Home Page: https://modaps.mo	NASA	From 2000-02-24 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, atmosphere, datacenter, earth observation, environmental, global, metadata, opendap, orbit, hdf	False			https://data.laadsdaac.earthdatacloud.nasa.gov/s3credentials
MODIS/Terra Net Evapotranspiration 8-Day L4 Global 500m SIN Grid V061	MODIS/Terra Net Evapotranspiration 8-Day L4 Global 500m SIN Grid V061	arn:aws:s3:::lp-prod-protected/MOD16A2.061	us-west-2	S3 Bucket		https://doi.org/10.5067/MODIS/MOD16A2.061	User Services: lpdaac@usgs.gov. Home Page: https://www.earthdata.nasa.gov/center	NASA	From 2021-01-01 to Ongoing (Weekly - < Monthly)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, atmosphere, earth observation, evapotranspiration, geospatial, global, land, land cover, opendap, water, hdf	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
MODIS/Terra Surface Reflectance 8-Day L3 Global 500m SIN Grid V061	MODIS/Terra Surface Reflectance 8-Day L3 Global 500m SIN Grid V061	arn:aws:s3:::lp-prod-protected/MOD09A1.061	us-west-2	S3 Bucket		https://doi.org/10.5067/MODIS/MOD09A1.061	User Services: lpdaac@usgs.gov. Home Page: https://www.earthdata.nasa.gov/center	NASA	From 2000-02-18 to Ongoing (Weekly - < Monthly)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, earth observation, geospatial, global, land, opendap, satellite imagery, hdf	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
MODIS/Terra Surface Reflectance Daily L2G Global 1km and 500m SIN Grid V061	MODIS/Terra Surface Reflectance Daily L2G Global 1km and 500m SIN Grid V061	arn:aws:s3:::lp-prod-protected/MOD09GA.061	us-west-2	S3 Bucket		https://doi.org/10.5067/MODIS/MOD09GA.061	User Services: lpdaac@usgs.gov	NASA	From 2000-02-24 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, datacenter, earth observation, geospatial, global, hdf, ice, land, opendap, satellite imagery	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
MODIS/Terra Surface Reflectance Daily L2G Global 250m SIN Grid V061	MODIS/Terra Surface Reflectance Daily L2G Global 250m SIN Grid V061	arn:aws:s3:::lp-prod-protected/MOD09GQ.061	us-west-2	S3 Bucket		https://doi.org/10.5067/MODIS/MOD09GQ.061	User Services: lpdaac@usgs.gov	NASA	From 2000-02-24 to Ongoing (Daily - < Weekly)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, datacenter, earth observation, geospatial, global, hdf, ice, land, opendap	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
MODIS/Terra Vegetation Indices 16-Day L3 Global 250m SIN Grid V061	MODIS/Terra Vegetation Indices 16-Day L3 Global 250m SIN Grid V061	arn:aws:s3:::lp-prod-protected/MOD13Q1.061	us-west-2	S3 Bucket		https://doi.org/10.5067/MODIS/MOD13Q1.061	User Services: lpdaac@usgs.gov	NASA	From 2000-02-18 to Ongoing (Weekly - < Monthly)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, datacenter, earth observation, geospatial, global, hdf, ice, land, opendap, satellite imagery	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
MODIS/Terra+Aqua BRDF/Albedo Albedo Daily L3 Global - 500m V061	MODIS/Terra+Aqua BRDF/Albedo Albedo Daily L3 Global - 500m V061	arn:aws:s3:::lp-prod-protected/MCD43A3.061	us-west-2	S3 Bucket		https://doi.org/10.5067/MODIS/MCD43A3.061	User Services: lpdaac@usgs.gov. Home Page: https://www.earthdata.nasa.gov/center	NASA	From 2000-02-16 to Ongoing (Daily - < Weekly)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, earth observation, geospatial, global, land, opendap, satellite imagery, tiles, hdf	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
MODIS/Terra+Aqua BRDF/Albedo Model Parameters Daily L3 Global - 500m V061	MODIS/Terra+Aqua BRDF/Albedo Model Parameters Daily L3 Global - 500m V061	arn:aws:s3:::lp-prod-protected/MCD43A1.061	us-west-2	S3 Bucket		https://doi.org/10.5067/MODIS/MCD43A1.061	User Services: lpdaac@usgs.gov. Home Page: https://www.earthdata.nasa.gov/center	NASA	From 2000-02-16 to Ongoing (Daily - < Weekly)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, earth observation, geospatial, global, land, opendap, tiles, hdf	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
MODIS/Terra+Aqua BRDF/Albedo Nadir BRDF-Adjusted Ref Daily L3 Global - 500m V061	MODIS/Terra+Aqua BRDF/Albedo Nadir BRDF-Adjusted Ref Daily L3 Global - 500m V061	arn:aws:s3:::lp-prod-protected/MCD43A4.061	us-west-2	S3 Bucket		https://doi.org/10.5067/MODIS/MCD43A4.061	User Services: lpdaac@usgs.gov. Home Page: https://www.earthdata.nasa.gov/center	NASA	From 2000-02-16 to Ongoing (Daily - < Weekly)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, earth observation, geospatial, global, land, opendap, satellite imagery, tiles, hdf	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
MWIS VR Instances	Conflict graphs for maximum weight independent set	arn:aws:s3:::mwis-vr-instances	us-east-1	S3 Bucket		https://mwis-vr-instances.s3.amazonaws.com/vrInstances.pdf	resendem@amazon.com	[Amazon](https://www.amazon.com/)	Infrequent	MIT-0	amazon.science, traffic, transportation, graph				
Marginal Build Emissions Rates (MBERs) for Electricity	Marginal Build Emissions Rates (MBERs) for Electricity CSV Data	arn:aws:s3:::mbers-open-data	us-west-2	S3 Bucket		https://github.com/WattTime/mbers-open-data/blob/main/MBER_Data_Summary_and_Meth	The annual and hourly MBERs data are created and maintained by the Climate TRACE	Climate TRACE	Annually	All data are free and provided without license restrictions.	aws-pds, carbon, climate, csv, electricity, energy, energy modeling, environmental				
Materials Project Data - Build Data	Build Data	arn:aws:s3:::materialsproject-build	us-east-1	S3 Bucket	['[Browse Bucket](https://materialsproject-build.s3.amazonaws.com/index.html)']	https://docs.materialsproject.org	materialsproject@lbl.gov	[Materials Project](https://materialsproject.org)	New versions and objects added as we continuously calculate, parse and build new	[Materials Project Terms of Use](https://materialsproject.org/about/terms)	aws-pds, chemistry, cloud computing, data assimilation, digital assets, digital preservation, energy, environmental, free software, genome, HPC, information retrieval, infrastructure, json, machine learning, materials science, molecular dynamics, molecule, open source software, physics, post-processing, x-ray crystallography				
Materials Project Data - Parsed Data	Parsed Data	arn:aws:s3:::materialsproject-parsed	us-east-1	S3 Bucket	['[Browse Bucket](https://materialsproject-parsed.s3.amazonaws.com/index.html)']	https://docs.materialsproject.org	materialsproject@lbl.gov	[Materials Project](https://materialsproject.org)	New versions and objects added as we continuously calculate, parse and build new	[Materials Project Terms of Use](https://materialsproject.org/about/terms)	aws-pds, chemistry, cloud computing, data assimilation, digital assets, digital preservation, energy, environmental, free software, genome, HPC, information retrieval, infrastructure, json, machine learning, materials science, molecular dynamics, molecule, open source software, physics, post-processing, x-ray crystallography				
Materials Project Data - Raw Data	Raw Data	arn:aws:s3:::materialsproject-raw	us-east-1	S3 Bucket		https://docs.materialsproject.org	materialsproject@lbl.gov	[Materials Project](https://materialsproject.org)	New versions and objects added as we continuously calculate, parse and build new	[Materials Project Terms of Use](https://materialsproject.org/about/terms)	aws-pds, chemistry, cloud computing, data assimilation, digital assets, digital preservation, energy, environmental, free software, genome, HPC, information retrieval, infrastructure, json, machine learning, materials science, molecular dynamics, molecule, open source software, physics, post-processing, x-ray crystallography				
Maxar Open Data Program	Imagery and metadata	arn:aws:s3:::maxar-opendata	us-west-2	S3 Bucket	['[STAC Browser](https://radiantearth.github.io/stac-browser/#/external/maxar-opendata.s3.dualstack.us-west-2.amazonaws.com/events/catalog.json)', '[STAC Catalog](https://stacindex.org/catalogs/maxar-open-data-catalog-ard-format#/)']	https://www.maxar.com/open-data	https://www.maxar.com/open-data	[Maxar](https://www.maxar.com/)	New data is released in response to activations. Older data may be migrated to t	Creative Commons Attribution Non Commercial 4.0	aws-pds, earth observation, disaster response, geospatial, satellite imagery, cog, stac				
Met Office Global Deterministic 10km on a 2-year rolling archive - Met Office Global Deterministic 10km on a 2-year rolling archive	Met Office Global Deterministic 10km on a 2-year rolling archive	arn:aws:s3:::met-office-atmospheric-model-data	eu-west-2	S3 Bucket	['[Browse bucket](https://met-office-atmospheric-model-data.s3.eu-west-2.amazonaws.com/index.html)']	https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	The model is run four times each day, with forecast reference times of 00:00, 06	British Crown copyright 2023-2025, the Met Office, is licensed under [CC BY-SA](	aws-pds, air temperature, atmosphere, forecast, geoscience, geospatial, model, near-surface air temperature, near-surface relative humidity, netcdf, weather				
Met Office Global Deterministic 10km on a 2-year rolling archive - Notifications for new atmospheric model data	Notifications for new atmospheric model data	arn:aws:sns:eu-west-2:633885181284:met-office-atmospheric-model-data-object_created	eu-west-2	SNS Topic		https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	The model is run four times each day, with forecast reference times of 00:00, 06	British Crown copyright 2023-2025, the Met Office, is licensed under [CC BY-SA](	aws-pds, air temperature, atmosphere, forecast, geoscience, geospatial, model, near-surface air temperature, near-surface relative humidity, netcdf, weather				
Met Office Global Ensemble Prediction System (MOGREPS-G) on a 30-day rolling archive - Met Office Global Ensemble Prediction System (MOGREPS-G) on a 30-day rolling arc	Met Office Global Ensemble Prediction System (MOGREPS-G) on a 30-day rolling arc	arn:aws:s3:::met-office-global-ensemble-model-data	eu-west-2	S3 Bucket	['[Browse bucket](https://met-office-global-ensemble-model-data.s3.eu-west-2.amazonaws.com/index.html)']	https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	The MOGREPS-G model runs four times per day at 00:00, 06:00, 12:00 and 18:00 UTC	British Crown copyright 2024-2025, the Met Office, is licensed under [CC BY-SA](	aws-pds, air temperature, atmosphere, forecast, geoscience, geospatial, global, meteorological, model, near-surface air temperature, near-surface relative humidity, netcdf, weather				
Met Office Global Ensemble Prediction System (MOGREPS-G) on a 30-day rolling archive - Notifications for new global ensemble model data	Notifications for new global ensemble model data	arn:aws:sns:eu-west-2:633885181284:met-office-global-ensemble-model-data-object_created	eu-west-2	SNS Topic		https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	The MOGREPS-G model runs four times per day at 00:00, 06:00, 12:00 and 18:00 UTC	British Crown copyright 2024-2025, the Met Office, is licensed under [CC BY-SA](	aws-pds, air temperature, atmosphere, forecast, geoscience, geospatial, global, meteorological, model, near-surface air temperature, near-surface relative humidity, netcdf, weather				
Met Office Global Ocean model on a 2-year rolling archive - Met Office Global Ocean model on a 2-year rolling archive	Met Office Global Ocean model on a 2-year rolling archive	arn:aws:s3:::met-office-global-ocean-model-data	eu-west-2	S3 Bucket	['[Browse bucket](https://met-office-global-ocean-model-data.s3.eu-west-2.amazonaws.com/index.html)']	https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	The Global Ocean model runs once daily. T+00h is the midnight prior to productio	British Crown copyright 2024-2025, the Met Office, is licensed under [CC BY-SA](	aws-pds, forecast, geoscience, geospatial, global, marine, model, netcdf, ocean sea surface height, oceans, weather				
Met Office Global Ocean model on a 2-year rolling archive - Notifications for new global ocean model data	Notifications for new global ocean model data	arn:aws:sns:eu-west-2:633885181284:met-office-global-ocean-model-data-object_created	eu-west-2	SNS Topic		https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	The Global Ocean model runs once daily. T+00h is the midnight prior to productio	British Crown copyright 2024-2025, the Met Office, is licensed under [CC BY-SA](	aws-pds, forecast, geoscience, geospatial, global, marine, model, netcdf, ocean sea surface height, oceans, weather				
Met Office Global Wave model on a 2-year rolling archive - Met Office Global Wave model on a 2-year rolling archive	Met Office Global Wave model on a 2-year rolling archive	arn:aws:s3:::met-office-global-wave-model-data	eu-west-2	S3 Bucket	['[Browse bucket](https://met-office-global-wave-model-data.s3.eu-west-2.amazonaws.com/index.html)']	https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	The Global Wave model runs at 00:00, 12:00 (UTC) to T+144h, and at 06:00, 18:00 	British Crown copyright 2024-2025, the Met Office, is licensed under [CC BY-SA](	aws-pds, forecast, geoscience, geospatial, global, marine, model, netcdf, ocean sea surface height, oceans, weather				
Met Office Global Wave model on a 2-year rolling archive - Notifications for new global wave model data	Notifications for new global wave model data	arn:aws:sns:eu-west-2:633885181284:met-office-global-wave-model-data-object_created	eu-west-2	SNS Topic		https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	The Global Wave model runs at 00:00, 12:00 (UTC) to T+144h, and at 06:00, 18:00 	British Crown copyright 2024-2025, the Met Office, is licensed under [CC BY-SA](	aws-pds, forecast, geoscience, geospatial, global, marine, model, netcdf, ocean sea surface height, oceans, weather				
Met Office Global and Regional Ensemble Prediction System - UK (MOGREPS-UK) on a 30-day rolling archive - Met Office Global and Regional Ensemble Prediction System - UK (MOGREPS-UK) on a	Met Office Global and Regional Ensemble Prediction System - UK (MOGREPS-UK) on a	arn:aws:s3:::met-office-uk-ensemble-model-data	eu-west-2	S3 Bucket	['[Browse bucket](https://met-office-uk-ensemble-model-data.s3.eu-west-2.amazonaws.com/index.html)']	https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	The MOGREPS-UK model runs 24 times per day.	British Crown copyright 2025, the Met Office, is licensed under [CC BY-SA](https	aws-pds, air temperature, atmosphere, forecast, geoscience, geospatial, global, meteorological, model, near-surface air temperature, near-surface relative humidity, netcdf, weather				
Met Office Global and Regional Ensemble Prediction System - UK (MOGREPS-UK) on a 30-day rolling archive - Notifications for new UK ensemble model data	Notifications for new UK ensemble model data	arn:aws:sns:eu-west-2:633885181284:met-office-uk-ensemble-model-data-object_created	eu-west-2	SNS Topic		https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	The MOGREPS-UK model runs 24 times per day.	British Crown copyright 2025, the Met Office, is licensed under [CC BY-SA](https	aws-pds, air temperature, atmosphere, forecast, geoscience, geospatial, global, meteorological, model, near-surface air temperature, near-surface relative humidity, netcdf, weather				
Met Office NWS Ocean model on a 2-year rolling archive - Met Office NWS Ocean model on a 2-year rolling archive	Met Office NWS Ocean model on a 2-year rolling archive	arn:aws:s3:::met-office-nws-ocean-model-data	eu-west-2	S3 Bucket	['[Browse bucket](https://met-office-nws-ocean-model-data.s3.eu-west-2.amazonaws.com/index.html)']	hhttps://www.metoffice.gov.uk/binaries/content/assets/metofficegovuk/pdf/data/am	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	The NWS Ocean model runs once daily.	British Crown copyright 2025, the Met Office, is licensed under [CC BY-SA](https	aws-pds, forecast, geoscience, geospatial, marine, model, netcdf, ocean sea surface height, oceans, weather				
Met Office NWS Ocean model on a 2-year rolling archive - Notifications for new NWS ocean model data	Notifications for new NWS ocean model data	arn:aws:sns:eu-west-2:633885181284:met-office-nws-ocean-model-data-object_created	eu-west-2	SNS Topic		hhttps://www.metoffice.gov.uk/binaries/content/assets/metofficegovuk/pdf/data/am	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	The NWS Ocean model runs once daily.	British Crown copyright 2025, the Met Office, is licensed under [CC BY-SA](https	aws-pds, forecast, geoscience, geospatial, marine, model, netcdf, ocean sea surface height, oceans, weather				
Met Office NWS Wave model on a 2-year rolling archive - Met Office NWS Wave model on a 2-year rolling archive	Met Office NWS Wave model on a 2-year rolling archive	arn:aws:s3:::met-office-nws-wave-model-data	eu-west-2	S3 Bucket	['[Browse bucket](https://met-office-nws-wave-model-data.s3.eu-west-2.amazonaws.com/index.html)']	https://www.metoffice.gov.uk/binaries/content/assets/metofficegovuk/pdf/data/amm	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	The model runs at 00:00, 06:00, 12:00, 18:00 (UTC) from T-48h to T+143h	British Crown copyright 2025, the Met Office, is licensed under [CC BY-SA](https	aws-pds, forecast, geoscience, geospatial, marine, model, netcdf, ocean sea surface height, oceans, weather				
Met Office NWS Wave model on a 2-year rolling archive - Notifications for new NWS wave model data	Notifications for new NWS wave model data	arn:aws:sns:eu-west-2:633885181284:met-office-nws-wave-model-data-object_created	eu-west-2	SNS Topic		https://www.metoffice.gov.uk/binaries/content/assets/metofficegovuk/pdf/data/amm	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	The model runs at 00:00, 06:00, 12:00, 18:00 (UTC) from T-48h to T+143h	British Crown copyright 2025, the Met Office, is licensed under [CC BY-SA](https	aws-pds, forecast, geoscience, geospatial, marine, model, netcdf, ocean sea surface height, oceans, weather				
Met Office UK Deterministic (UKV)2km on a 2-year rolling archive - Met Office UK Deterministic (UKV)2km on a 2-year rolling archive	Met Office UK Deterministic (UKV)2km on a 2-year rolling archive	arn:aws:s3:::met-office-atmospheric-model-data	eu-west-2	S3 Bucket	['[Browse bucket](https://met-office-atmospheric-model-data.s3.eu-west-2.amazonaws.com/index.html)']	https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	"There are three lengths of model run, each with its own update frequency:
- Nowc"	British Crown copyright 2023-2025, the Met Office, is licensed under [CC BY-SA](	aws-pds, air temperature, atmosphere, forecast, geoscience, geospatial, model, near-surface air temperature, near-surface relative humidity, netcdf, weather				
Met Office UK Deterministic (UKV)2km on a 2-year rolling archive - Notifications for new atmospheric model data	Notifications for new atmospheric model data	arn:aws:sns:eu-west-2:633885181284:met-office-atmospheric-model-data-object_created	eu-west-2	SNS Topic		https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	"There are three lengths of model run, each with its own update frequency:
- Nowc"	British Crown copyright 2023-2025, the Met Office, is licensed under [CC BY-SA](	aws-pds, air temperature, atmosphere, forecast, geoscience, geospatial, model, near-surface air temperature, near-surface relative humidity, netcdf, weather				
Met Office UK Earth System Model (UKESM1) ARISE-SAI geoengineering experiment data	CMIP6 standards-compliant netCDF data	arn:aws:s3:::met-office-ukesm1-arise	eu-west-2	S3 Bucket	['[Browse Bucket](https://met-office-ukesm1-arise.s3.amazonaws.com/index.html)']	(https://github.com/MetOffice/arise-cmor-tables)	https://github.com/MetOffice/arise-cmor-tables/issues	[Met Office](https://www.metoffice.gov.uk)	Rare once complete	CMIP6 data included is licensed under CC-BY 4.0 (see [here](https://wcrp-cmip.gi	climate, model, climate model, atmosphere, oceans, land, ice, geospatial, aws-pds, sustainability, CMIP6				
Met Office UK Land Surface Observations - Met Office UK Land Surface Observations	Met Office UK Land Surface Observations	arn:aws:s3:::met-office-land-observations-data	eu-west-2	S3 Bucket	['[Browse bucket](https://met-office-land-observations-data.s3.eu-west-2.amazonaws.com/index.html)']	https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	60 minutes of new data for all locations is ingested into the Amazon Registry of	British Crown copyright 2024-2025, the Met Office, is licensed under [CC BY-SA](	aws-pds, atmosphere, geospatial, csv, precipitation, weather				
Met Office UK Land Surface Observations - Notifications for new UK land surface observations data	Notifications for new UK land surface observations data	arn:aws:sns:eu-west-2:633885181284:met-office-land-observations-data-object_created	eu-west-2	SNS Topic		https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	60 minutes of new data for all locations is ingested into the Amazon Registry of	British Crown copyright 2024-2025, the Met Office, is licensed under [CC BY-SA](	aws-pds, atmosphere, geospatial, csv, precipitation, weather				
Met Office UK Radar Observations on a 2-year rolling archive - Met Office UK Radar Observations on a 2-year rolling archive	Met Office UK Radar Observations on a 2-year rolling archive	arn:aws:s3:::met-office-radar-obs-data	eu-west-2	S3 Bucket	['[Browse bucket](https://met-office-radar-obs-data.s3.eu-west-2.amazonaws.com/index.html)']	https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	Four images per hour (every 15 minutes). The data is available within 20 minutes	British Crown copyright 2024-2025, the Met Office, is licensed under [CC BY-SA](	aws-pds, atmosphere, geospatial, h5, hdf5, precipitation, radar, weather				
Met Office UK Radar Observations on a 2-year rolling archive - Notifications for new radar observations data	Notifications for new radar observations data	arn:aws:sns:eu-west-2:633885181284:met-office-radar-obs-data-object_created	eu-west-2	SNS Topic		https://www.metoffice.gov.uk/services/data/external-data-channels	servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un	[Met Office](https://www.metoffice.gov.uk/)	Four images per hour (every 15 minutes). The data is available within 20 minutes	British Crown copyright 2024-2025, the Met Office, is licensed under [CC BY-SA](	aws-pds, atmosphere, geospatial, h5, hdf5, precipitation, radar, weather				
Multi-Scale Ultra High Resolution (MUR) Sea Surface Temperature (SST)	MUR Level 4 SST dataset in Zarr format The zarr-v1/ directory contains a zarr s	arn:aws:s3:::mur-sst/zarr-v1	us-west-2	S3 Bucket		https://podaac.jpl.nasa.gov/dataset/MUR-JPL-L4-GLOB-v4.1	podaac@podaac.jpl.nasa.gov	[Farallon Institute](https://faralloninstitute.org)	The temporal extent of the Zarr store is 2002-06-01 to 2020-01-20.	There are no restrictions on the use of these data.	aws-pds, earth observation, environmental, natural resource, oceans, satellite imagery, climate, water, weather				
My School Today	Using open-source georeferenced data and satellite data products, we construct t	arn:aws:s3:::my-school-today	us-west-2	S3 Bucket		https://sdgstoday.org/dataset/my-school-today	sdgstoday@unsdsn.org	SDSN SDGs Today	Monthly (weekly updates in progress)	This work is licensed under a Creative Commons by Attribution (CC BY 4.0) licens	aws-pds, education, geospatial, infrastructure, schools				
NA-CORDEX - North American component of the Coordinated Regional Downscaling Experiment	Project data files	arn:aws:s3:::ncar-na-cordex	us-west-2	S3 Bucket		https://doi.org/10.26024/9xkm-fp81	rdahelp@ucar.edu	[National Center for Atmospheric Research](https://ncar.ucar.edu/)	Rare. NA-CORDEX is complete, but we may occasionally copy additional fields from	https://na-cordex.org/terms-use.html	climate, model, climate model, atmosphere, land, geospatial, aws-pds, sustainability, zarr				
NAIP on AWS - The data in this bucket is 3 band RGB in Geotiff format It is converted and man	The data in this bucket is 3 band RGB in Geotiff format It is converted and man	arn:aws:s3:::naip-visualization	us-west-2	S3 Bucket		https://github.com/awslabs/open-data-docs/tree/main/docs/naip	imagerycontent@esri.com	[Esri](https://www.esri.com/en-us/home)	NAIP data is provided state by state at varying time intervals. Each year, a var	Public Domain with Attribution	aws-pds, agriculture, earth observation, aerial imagery, geospatial, natural resource, regulatory, cog	True			
NAIP on AWS - The data in this bucket is 4-band (RGB + NIR) in MRF format and Cloud Optimized	The data in this bucket is 4-band (RGB + NIR) in MRF format and Cloud Optimized	arn:aws:s3:::naip-analytic	us-west-2	S3 Bucket		https://github.com/awslabs/open-data-docs/tree/main/docs/naip	imagerycontent@esri.com	[Esri](https://www.esri.com/en-us/home)	NAIP data is provided state by state at varying time intervals. Each year, a var	Public Domain with Attribution	aws-pds, agriculture, earth observation, aerial imagery, geospatial, natural resource, regulatory, cog	True			
NAIP on AWS - The data in this bucket is Original Imagery in Geotiff format 4-band (RGB + NIR)	The data in this bucket is Original Imagery in Geotiff format 4-band (RGB + NIR)	arn:aws:s3:::naip-source	us-west-2	S3 Bucket		https://github.com/awslabs/open-data-docs/tree/main/docs/naip	imagerycontent@esri.com	[Esri](https://www.esri.com/en-us/home)	NAIP data is provided state by state at varying time intervals. Each year, a var	Public Domain with Attribution	aws-pds, agriculture, earth observation, aerial imagery, geospatial, natural resource, regulatory, cog	True			
NASA / USGS Controlled Europa DTMs	Scenes and metadata	arn:aws:s3:::astrogeo-ard/jupiter/europa/galileo_voyager/usgs_controlled_dtms/	us-west-2	S3 Bucket	['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/galileo_usgs_photogrammetrically_controlled_dtms?.language=en)']	https://stac.astrogeology.usgs.gov/docs/data/jupiter/europa/europa_controlled_us	https://answers.usgs.gov/	[NASA](https://www.nasa.gov)	HiRISE data will be updated as new releases are made to the Planetary Data Syste	[CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/)	aws-pds, planetary, satellite imagery, stac, cog				
NASA / USGS Controlled THEMIS Mosaics	Scenes and metadata	arn:aws:s3:::astrogeo-ard/mars/mo/themis/controlled_mosaics/	us-west-2	S3 Bucket	['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/mo_themis_controlled_mosaics)']	https://stac.astrogeology.usgs.gov/docs/data/mars/themis_controlled_mosaics/	https://answers.usgs.gov/	[NASA](https://www.nasa.gov)	None planned.	[CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/)	aws-pds, planetary, satellite imagery, stac, cog				
NASA / USGS Europa Controlled Observation Mosaics	Scenes and metadata	arn:aws:s3:::astrogeo-ard/jupiter/europa/galileo_voyager/usgs_controlled_mosaics/	us-west-2	S3 Bucket	['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/galileo_usgs_photogrammetrically_controlled_mosaics)']	https://stac.astrogeology.usgs.gov/docs/data/jupiter/europa/galileo_sequence_mos	https://answers.usgs.gov/	[NASA](https://www.nasa.gov)	No future updates planned.	[CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/)	aws-pds, planetary, satellite imagery, stac, cog				
NASA / USGS Europa Controlled Observations	Scenes and metadata	arn:aws:s3:::astrogeo-ard/jupiter/europa/galileo_voyager/usgs_controlled_observations/	us-west-2	S3 Bucket	['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/galileo_usgs_photogrammetrically_controlled_observations)']	https://stac.astrogeology.usgs.gov/docs/data/jupiter/europa/galileo_individual_i	https://answers.usgs.gov/	[NASA](https://www.nasa.gov)	No future updates planned.	[CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/)	aws-pds, planetary, satellite imagery, stac, cog				
NASA / USGS Mars Reconnaissance Orbiter (MRO) Context Camera (CTX) Targeted DTMs	DTMs, orthoimages, error images, and quality assurance metrics	arn:aws:s3:::astrogeo-ard/mars/mro/ctx/controlled/usgs/	us-west-2	S3 Bucket	['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/collections/mro_ctx_controlled_usgs_dtms)']	https://stac.astrogeology.usgs.gov/docs/data/mars/ctxdtms/	https://answers.usgs.gov/	[NASA](https://www.nasa.gov)	Updated as new stereoapirs are processed	[CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/)	aws-pds, planetary, satellite imagery, elevation, stac, cog				
NASA / USGS Released HiRISE Digital Terrain Models	Scenes and metadata	arn:aws:s3:::astrogeo-ard/mars/mro/hirise/controlled/dtm	us-west-2	S3 Bucket	['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/mro_hirise_socet_dtms)']	https://stac.astrogeology.usgs.gov/docs/data/mars/hirise_dtms/	https://answers.usgs.gov/	[NASA](https://www.nasa.gov)	HiRISE DTMs will be updated as new releases are made by the University of Arizon	[CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/)	aws-pds, planetary, satellite imagery, stac, cog				
NASA / USGS Uncontrolled HiRISE RDRs	Scenes and metadata	arn:aws:s3:::astrogeo-ard/mars/mro/hirise/uncontrolled_rdr_observations/	us-west-2	S3 Bucket	['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/collections/mro_hirise_uncontrolled_observations)']	https://stac.astrogeology.usgs.gov/docs/data/mars/uncontrolled_hirise/	https://answers.usgs.gov/	[NASA](https://www.nasa.gov)	HiRISE data will be updated as new releases are made to the Planetary Data Syste	[CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/)	aws-pds, planetary, satellite imagery, stac, cog				
NASA Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6) - The NEX-GDDP-CMIP6 archive Files are in NetCDF format with the CF-17 metadata	The NEX-GDDP-CMIP6 archive Files are in NetCDF format with the CF-17 metadata	arn:aws:s3:::nex-gddp-cmip6	us-west-2	S3 Bucket	['[Browse Bucket](https://nex-gddp-cmip6.s3.us-west-2.amazonaws.com/index.html)']	https://doi.org/10.7917/OFSG3345	support@nccs.nasa.gov	[NASA](https://www.nasa.gov)	No future updates planned.	As noted in the metadata of each file, the NEX-GDDP-CMIP6 archive wasinitially m	aws-pds, CMIP6, climate, climate model, model, global, environmental, earth observation, climate projections, netcdf, near-surface relative humidity, near-surface specific humidity, precipitation, air temperature, NASA Center for Climate Simulation (NCCS), cog	False			
NASA Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6) - The NEX-GDDP-CMIP6-COG archive Files are in Cloud-Optimized GeoTiff (COG	The NEX-GDDP-CMIP6-COG archive Files are in Cloud-Optimized GeoTiff (COG	arn:aws:s3:::nex-gddp-cmip6-cog	us-west-2	S3 Bucket	['[Browse Bucket](https://nex-gddp-cmip6-cog.s3.us-west-2.amazonaws.com/index.html)']	https://doi.org/10.7917/OFSG3345	support@nccs.nasa.gov	[NASA](https://www.nasa.gov)	No future updates planned.	As noted in the metadata of each file, the NEX-GDDP-CMIP6 archive wasinitially m	aws-pds, CMIP6, climate, climate model, model, global, environmental, earth observation, climate projections, netcdf, near-surface relative humidity, near-surface specific humidity, precipitation, air temperature, NASA Center for Climate Simulation (NCCS), cog	False			
NASA High Energy Astrophysics Mission Data - Chandra Mission Data Archive supported by the Chandra X-ray Observatory	Chandra Mission Data Archive supported by the Chandra X-ray Observatory	arn:aws:s3:::nasa-heasarc/chandra/data/byobsid	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - Fermi LAT weekly Data Products as well as GBM bursts and triggers  (The full mi	Fermi LAT weekly Data Products as well as GBM bursts and triggers  (The full mi	arn:aws:s3:::heasarc-public/fermi/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - Swift Mission Data Archive For more information, see the website of the Swift	Swift Mission Data Archive For more information, see the website of the Swift	arn:aws:s3:::nasa-heasarc/swift/data/obs/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The ASCA Mission Data Archive More information available at the mission suppor	The ASCA Mission Data Archive More information available at the mission suppor	arn:aws:s3:::nasa-heasarc/asca/data/rev2	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The Ariel5 Mission Data Archive  Total size < 1 GB	The Ariel5 Mission Data Archive  Total size < 1 GB	arn:aws:s3:::nasa-heasarc/ariel5/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The BBXRT Mission Data Archive  Total size of 1 GB	The BBXRT Mission Data Archive  Total size of 1 GB	arn:aws:s3:::nasa-heasarc/bbxrt	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The BeppoSAX Mission Data Archive  More information available at the mission s	The BeppoSAX Mission Data Archive  More information available at the mission s	arn:aws:s3:::nasa-heasarc/sax/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The COPERNICUS Mission Data Archive  Total size < 1 GB	The COPERNICUS Mission Data Archive  Total size < 1 GB	arn:aws:s3:::nasa-heasarc/copernicus/data/uclrawfits	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The COS-B Mission Data Archive Total size  < 1 GB	The COS-B Mission Data Archive Total size  < 1 GB	arn:aws:s3:::nasa-heasarc/cosb/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The Compton Mission More information available at the mission support website	The Compton Mission More information available at the mission support website	arn:aws:s3:::nasa-heasarc/compton/data	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The DXS Mission Data Archive Total size  < 1 GB	The DXS Mission Data Archive Total size  < 1 GB	arn:aws:s3:::nasa-heasarc/dxs/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The Ginga Mission Data Archive Total size 19 GB	The Ginga Mission Data Archive Total size 19 GB	arn:aws:s3:::nasa-heasarc/ginga/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The HEAO-1 Mission Data Archive Total size 84 GB	The HEAO-1 Mission Data Archive Total size 84 GB	arn:aws:s3:::nasa-heasarc/heao1/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The HETE-2 Mission Data Archive Total size 287 GB	The HETE-2 Mission Data Archive Total size 287 GB	arn:aws:s3:::nasa-heasarc/hete2/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The HaloSat Mission Data Archive  More information available at the mission su	The HaloSat Mission Data Archive  More information available at the mission su	arn:aws:s3:::nasa-heasarc/halosat/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The Hitomi Mission Data Archive Total size 115 GB	The Hitomi Mission Data Archive Total size 115 GB	arn:aws:s3:::nasa-heasarc/hitomi/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The NICER Mission Data Archive  For more information, see the NICER Science Ce	The NICER Mission Data Archive  For more information, see the NICER Science Ce	arn:aws:s3:::heasarc-public/nicer/data/obs/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The NuSTAR Mission Data Archive  For more information, see the NuSTAR pages at	The NuSTAR Mission Data Archive  For more information, see the NuSTAR pages at	arn:aws:s3:::heasarc-public/nustar/data/obs/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The OSO-8 Mission Data Archive Total size 5 GB	The OSO-8 Mission Data Archive Total size 5 GB	arn:aws:s3:::nasa-heasarc/oso8/data/gcxse/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The ROSAT Mission Data Archive  For more information, see the website of the R	The ROSAT Mission Data Archive  For more information, see the website of the R	arn:aws:s3:::nasa-heasarc/rosat/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The RXTE Mission Data Archive For more information, see the website of the RXT	The RXTE Mission Data Archive For more information, see the website of the RXT	arn:aws:s3:::nasa-heasarc/xte/data/archive/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The SAS-2 Mission Data Archive Total size  < 1 GB	The SAS-2 Mission Data Archive Total size  < 1 GB	arn:aws:s3:::nasa-heasarc/sas2/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The SRG Mission eROSITA Instrument Data Archive More information available at	The SRG Mission eROSITA Instrument Data Archive More information available at	arn:aws:s3:::nasa-heasarc/srg/data/erosita/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The Suzaku Mission Data Archive  For more information, see the website of the	The Suzaku Mission Data Archive  For more information, see the website of the	arn:aws:s3:::nasa-heasarc/suzaku/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The The EXOSAT Observatory Data Archive Total size 80 GB	The The EXOSAT Observatory Data Archive Total size 80 GB	arn:aws:s3:::nasa-heasarc/exosat/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The The Einstein Observatory (aka HEAO-2) Data Archive Total size 15 GB	The The Einstein Observatory (aka HEAO-2) Data Archive Total size 15 GB	arn:aws:s3:::nasa-heasarc/einstein/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The VELA 5B Mission Data Archive  Total size < 1 GB	The VELA 5B Mission Data Archive  Total size < 1 GB	arn:aws:s3:::nasa-heasarc/vela5b/data/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The WASS Mission Data Archive  Total size < 1 GB	The WASS Mission Data Archive  Total size < 1 GB	arn:aws:s3:::nasa-heasarc/wass/data/maps/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The XQC Mission Data Archive  Total size < 1 GB	The XQC Mission Data Archive  Total size < 1 GB	arn:aws:s3:::nasa-heasarc/xqc/data/spectra/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - The XRISM Mission Data Archive  Total size > 1 TB	The XRISM Mission Data Archive  Total size > 1 TB	arn:aws:s3:::nasa-heasarc/xrism/data/obs/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA High Energy Astrophysics Mission Data - XMM-Newton  Mission Data Archive  For more information, see the website of the	XMM-Newton  Mission Data Archive  For more information, see the website of the	arn:aws:s3:::nasa-heasarc/xmm/data/rev0/	us-east-1	S3 Bucket		The [HEASARC Website](https://heasarc.gsfc.nasa.gov/)	The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback)	The [HEASARC](https://heasarc.gsfc.nasa.gov/)	Various.	See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray				
NASA Legacy Archive for Microwave Background Data Analysis (LAMBDA) - The COBE/Differential Microwave Radiometer  (DMR)  Total size of 25 GB	The COBE/Differential Microwave Radiometer  (DMR)  Total size of 25 GB	arn:aws:s3:::nasa-lambda/cobe/dmr	us-west-2	S3 Bucket		[The LAMBDA Website](https://lambda.gsfc.nasa.gov/)	[LAMBDA Feedback](https://lambda.gsfc.nasa.gov/contact/contact.html)	[LAMBDA](https://lambda.gsfc.nasa.gov/)	Various.	There are no restrictions on the use of this data.	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery				
NASA Legacy Archive for Microwave Background Data Analysis (LAMBDA) - The COBE/Diffuse Infrared Background Experiment  (DIRBE)  Total size of 95 GB	The COBE/Diffuse Infrared Background Experiment  (DIRBE)  Total size of 95 GB	arn:aws:s3:::nasa-lambda/cobe/dirbe	us-west-2	S3 Bucket		[The LAMBDA Website](https://lambda.gsfc.nasa.gov/)	[LAMBDA Feedback](https://lambda.gsfc.nasa.gov/contact/contact.html)	[LAMBDA](https://lambda.gsfc.nasa.gov/)	Various.	There are no restrictions on the use of this data.	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery				
NASA Legacy Archive for Microwave Background Data Analysis (LAMBDA) - The COBE/Far-InfraRed Absolute Spectrophotometer (FIRAS)  Total size of 94 GB	The COBE/Far-InfraRed Absolute Spectrophotometer (FIRAS)  Total size of 94 GB	arn:aws:s3:::nasa-lambda/cobe/firas	us-west-2	S3 Bucket		[The LAMBDA Website](https://lambda.gsfc.nasa.gov/)	[LAMBDA Feedback](https://lambda.gsfc.nasa.gov/contact/contact.html)	[LAMBDA](https://lambda.gsfc.nasa.gov/)	Various.	There are no restrictions on the use of this data.	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery				
NASA Legacy Archive for Microwave Background Data Analysis (LAMBDA) - the Wilkinson Microwave Anisotropy Probe (WMAP)otal size of 2 TB	the Wilkinson Microwave Anisotropy Probe (WMAP)otal size of 2 TB	arn:aws:s3:::nasa-lambda/cobe/map/dr5	us-west-2	S3 Bucket		[The LAMBDA Website](https://lambda.gsfc.nasa.gov/)	[LAMBDA Feedback](https://lambda.gsfc.nasa.gov/contact/contact.html)	[LAMBDA](https://lambda.gsfc.nasa.gov/)	Various.	There are no restrictions on the use of this data.	aws-pds, astronomy, archives, datacenter, imaging, satellite imagery				
NASA Prediction of Worldwide Energy Resources (POWER) - POWER's NetCDF Datastore	POWER's NetCDF Datastore	arn:aws:s3:::power-datastore	us-west-2	S3 Bucket	['[Browse Bucket](https://power-datastore.s3.us-west-2.amazonaws.com/index.html)']	https://power.larc.nasa.gov/docs/	larc-power-project@mail.nasa.gov	NASA	Near Real Time (NRT); as soon as source data becomes available from our source d	There are no restrictions on the use, access, and/or download of data from the N	agriculture, air quality, analytics, archives, atmosphere, climate, climate model, data assimilation, deep learning, earth observation, energy, environmental, forecast, geoscience, geospatial, global, netcdf, history, imaging, industry, machine learning, machine translation, metadata, meteorological, model, opendap, radiation, satellite imagery, solar, statistics, sustainability, time series forecasting, water, weather, zarr, aws-pds	False			
NASA Prediction of Worldwide Energy Resources (POWER) - POWER's Zarr Analysis Ready Data (ARD) Datasets	POWER's Zarr Analysis Ready Data (ARD) Datasets	arn:aws:s3:::nasa-power	us-west-2	S3 Bucket	['[Browse Bucket](https://nasa-power.s3.us-west-2.amazonaws.com/index.html)']	https://power.larc.nasa.gov/docs/	larc-power-project@mail.nasa.gov	NASA	Near Real Time (NRT); as soon as source data becomes available from our source d	There are no restrictions on the use, access, and/or download of data from the N	agriculture, air quality, analytics, archives, atmosphere, climate, climate model, data assimilation, deep learning, earth observation, energy, environmental, forecast, geoscience, geospatial, global, netcdf, history, imaging, industry, machine learning, machine translation, metadata, meteorological, model, opendap, radiation, satellite imagery, solar, statistics, sustainability, time series forecasting, water, weather, zarr, aws-pds	False			
NASA SOTERIA Simulation Testbed Data	SOTERIA Testbed Data	arn:aws:s3:::nasa-soteria-data	us-west-2	S3 Bucket		https://github.com/awslabs/open-data-docs/tree/main/docs/	chad.l.stephens@nasa.gov; tyler.fettrow@nasa.gov	[NASA](http://www.nasa.gov/)	As required	[Creative Commons Attribution 4.0 International](https://creativecommons.org/lic	workload analysis, neuroimaging, transportation, life sciences				
NEOWISE Post-Cryo Data | Wide-field Infrared Survey Explorer (WISE)	NEOWISE Post-Cryo Single-exposure Image Sets: 901,271 calibrated 1016x1016 pix @	arn:aws:s3:::nasa-irsa-wise/wise/postcryo	us-west-2	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/wise.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	The NEOWISE Post-Cryo Data Release has been finalized and will not be updated.	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, satellite imagery, survey	False	False		
NEOWISE Reactivation Data | Near-Earth Object Wide-field Infrared Survey Explorer (NEOWISE)	The Single-exposure Image Sets consist of more than 20 million calibrated 1016x1	arn:aws:s3:::nasa-irsa-wise/wise/neowiser	us-west-2	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/wise.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	The NEOWISE-R dataset is updated annually. The data may also be presented in new	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, parquet, satellite imagery, survey	False	False		
NEXRAD on AWS - NEXRAD Level II archive data	NEXRAD Level II archive data	arn:aws:s3:::unidata-nexrad-level2	us-east-1	S3 Bucket	['[Browse Bucket](https://unidata-nexrad-level2.s3.amazonaws.com/index.html)']	https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nexrad	support-level2@unidata.ucar.edu	[Unidata](https://www.unidata.ucar.edu/)	New Level II data is added as soon as it is available.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, earth observation, natural resource, weather, meteorological				
NEXRAD on AWS - NEXRAD Level II real-time data	NEXRAD Level II real-time data	arn:aws:s3:::unidata-nexrad-level2-chunks	us-east-1	S3 Bucket		https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nexrad	support-level2@unidata.ucar.edu	[Unidata](https://www.unidata.ucar.edu/)	New Level II data is added as soon as it is available.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, earth observation, natural resource, weather, meteorological				
NEXRAD on AWS - NEXRAD Level III real-time select data	NEXRAD Level III real-time select data	arn:aws:s3:::unidata-nexrad-level3	us-east-1	S3 Bucket	['[Browse Bucket](https://unidata-nexrad-level3.s3.amazonaws.com/index.html)']	https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nexrad	support-level2@unidata.ucar.edu	[Unidata](https://www.unidata.ucar.edu/)	New Level II data is added as soon as it is available.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, earth observation, natural resource, weather, meteorological				
NEXRAD on AWS - Notifications for the Level III bucket	Notifications for the Level III bucket	arn:aws:sns:us-east-1:684042711724:NewNEXRADLevel3Object	us-east-1	SNS Topic		https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nexrad	support-level2@unidata.ucar.edu	[Unidata](https://www.unidata.ucar.edu/)	New Level II data is added as soon as it is available.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, earth observation, natural resource, weather, meteorological				
NEXRAD on AWS - Notifications for the new Level II archival bucket	Notifications for the new Level II archival bucket	arn:aws:sns:us-east-1:684042711724:NewNEXRADLevel2Archive	us-east-1	SNS Topic		https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nexrad	support-level2@unidata.ucar.edu	[Unidata](https://www.unidata.ucar.edu/)	New Level II data is added as soon as it is available.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, earth observation, natural resource, weather, meteorological				
NEXRAD on AWS - Rich notifications for real-time data with filterable fields	Rich notifications for real-time data with filterable fields	arn:aws:sns:us-east-1:684042711724:NewNEXRADLevel2ObjectFilterable	us-east-1	SNS Topic		https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nexrad	support-level2@unidata.ucar.edu	[Unidata](https://www.unidata.ucar.edu/)	New Level II data is added as soon as it is available.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, earth observation, natural resource, weather, meteorological				
NOAA - hourly position, current, and sea surface temperature from drifters - Hourly position, current, and sea surface temperature data from drifters	Hourly position, current, and sea surface temperature data from drifters	arn:aws:s3:::noaa-oar-hourly-gdp-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-oar-hourly-gdp-pds.s3.amazonaws.com/index.html)']	https://www.aoml.noaa.gov/phod/gdp/hourly_data.php	Please direct scientific inquiries to Dr. Rick Lumpkin (Rick.Lumpkin@noaa.gov) a	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, meteorological, sustainability, weather, oceans, environmental				
NOAA - hourly position, current, and sea surface temperature from drifters - New data notifications for Hourly position, current, and sea surface temperature	New data notifications for Hourly position, current, and sea surface temperature	arn:aws:sns:us-east-1:709902155096:NewHourlyGDPObject	us-east-1	SNS Topic		https://www.aoml.noaa.gov/phod/gdp/hourly_data.php	Please direct scientific inquiries to Dr. Rick Lumpkin (Rick.Lumpkin@noaa.gov) a	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, meteorological, sustainability, weather, oceans, environmental				
NOAA / NGA Satellite Computed Bathymetry Assessment-SCuBA - NOAA / NGA Satellite Computed Bathymetry Assessment (SCuBA) data	NOAA / NGA Satellite Computed Bathymetry Assessment (SCuBA) data	arn:aws:s3:::noaa-nos-scuba-icesat2-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nos-scuba-icesat2-pds.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/SCuBA/NOAA_webs	For questions regarding data content or quality, email gretchen.imahori@noaa.gov	[NOAA’s National Geodetic Survey](https://geodesy.noaa.gov/)	Monthly, quarterly, and annually, depending on the dataset.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, bathymetry, agriculture, weather, climate, environmental, disaster response, agriculture, transportation, oceans				
NOAA / NGA Satellite Computed Bathymetry Assessment-SCuBA - NOAA / NGA Satellite Computed Bathymetry Assessment (SCuBA) data notifications	NOAA / NGA Satellite Computed Bathymetry Assessment (SCuBA) data notifications	arn:aws:sns:us-east-1:709902155096:NewICESATObject	us-east-1	SNS Topic		https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/SCuBA/NOAA_webs	For questions regarding data content or quality, email gretchen.imahori@noaa.gov	[NOAA’s National Geodetic Survey](https://geodesy.noaa.gov/)	Monthly, quarterly, and annually, depending on the dataset.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, bathymetry, agriculture, weather, climate, environmental, disaster response, agriculture, transportation, oceans				
NOAA 3-D Surge and Tide Operational Forecast System for the Atlantic Basin (STOFS-3D-Atlantic) - NOAA STOFS-3D-Atlantic Forecast Guidance	NOAA STOFS-3D-Atlantic Forecast Guidance	arn:aws:s3:::noaa-nos-stofs3d-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nos-stofs3d-pds.s3.amazonaws.com/index.html)']	https://noaa-nos-stofs3d-pds.s3.amazonaws.com/README.html	For questions regarding data content or quality, visit the STOFS site (https://p	[NOAA](http://www.noaa.gov/)	One time per day at 12 UTC	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, global, coastal, marine navigation, disaster response, weather, water, environmental, meteorological, oceans, sustainability, climate				
NOAA 3-D Surge and Tide Operational Forecast System for the Atlantic Basin (STOFS-3D-Atlantic) - NOAA STOFS-3D-Atlantic Forecast Guidance New Dataset Notification	NOAA STOFS-3D-Atlantic Forecast Guidance New Dataset Notification	arn:aws:sns:us-east-1:709902155096:NewICOGS3DObject	us-east-1	SNS Topic		https://noaa-nos-stofs3d-pds.s3.amazonaws.com/README.html	For questions regarding data content or quality, visit the STOFS site (https://p	[NOAA](http://www.noaa.gov/)	One time per day at 12 UTC	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, global, coastal, marine navigation, disaster response, weather, water, environmental, meteorological, oceans, sustainability, climate				
NOAA Analysis of Record for Calibration (AORC) Dataset	1-km resolution AORC version 11	arn:aws:s3:::noaa-nws-aorc-v1-1-1km	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nws-aorc-v1-1-1km.s3.amazonaws.com/index.html)']	[Analysis of Record for Calibration: Version 1.1 Sources, Methods, and Verificat	For questions regarding data content or quality, email the AORC team at aorc.inf	[NOAA](http://www.noaa.gov/)	To be determined	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation				
NOAA Atmospheric Climate Data Records - Aerosol Optical Thickness	Aerosol Optical Thickness	arn:aws:s3:::noaa-cdr-aerosol-optical-thickness-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-aerosol-optical-thickness-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - CMORPH Precip	CMORPH Precip	arn:aws:s3:::noaa-cdr-precip-cmorph-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-precip-cmorph-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - Cloud Properties ISCCP	Cloud Properties ISCCP	arn:aws:s3:::noaa-cdr-cloud-properties-isccp-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-cloud-properties-isccp-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - Cloud Properties Polar Orbiter	Cloud Properties Polar Orbiter	arn:aws:s3:::noaa-cdr-cloud-properties-polar-orbiter-nasa-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-cloud-properties-polar-orbiter-nasa-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - GPCP Precip Daily	GPCP Precip Daily	arn:aws:s3:::noaa-cdr-precip-gpcp-daily-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-precip-gpcp-daily-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - GPCP Precip Monthly	GPCP Precip Monthly	arn:aws:s3:::noaa-cdr-precip-gpcp-monthly-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-precip-gpcp-monthly-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - Hydrological Properties	Hydrological Properties	arn:aws:s3:::noaa-cdr-hydrological-properties-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-hydrological-properties-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - NEXRAD Precip	NEXRAD Precip	arn:aws:s3:::noaa-cdr-precip-nexrad-qpe-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-precip-nexrad-qpe-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - Ocean Heat Content	Ocean Heat Content	arn:aws:s3:::noaa-cdr-ocean-heat-content-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-ocean-heat-content-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - Ocean Heatflux	Ocean Heatflux	arn:aws:s3:::noaa-cdr-ocean-heatflux-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-ocean-heatflux-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - Ocean Nearsurface Atmos Profiles	Ocean Nearsurface Atmos Profiles	arn:aws:s3:::noaa-cdr-ocean-nearsurface-atmos-profiles-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-ocean-nearsurface-atmos-profiles-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - Outgoing Longwave Radiation - Daily	Outgoing Longwave Radiation - Daily	arn:aws:s3:::noaa-cdr-outgoing-longwave-radiation-daily-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-outgoing-longwave-radiation-daily-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - Outgoing Longwave Radiation - Monthly	Outgoing Longwave Radiation - Monthly	arn:aws:s3:::noaa-cdr-outgoing-longwave-radiation-monthly-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-outgoing-longwave-radiation-monthly-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - Ozone - ESRL	Ozone - ESRL	arn:aws:s3:::noaa-cdr-ozone-esrl-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-ozone-esrl-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - PERSIANN Precip	PERSIANN Precip	arn:aws:s3:::noaa-cdr-precip-persiann-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-precip-persiann-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - Solar Spectral Irradiance	Solar Spectral Irradiance	arn:aws:s3:::noaa-cdr-solar-spectral-irradiance-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-solar-spectral-irradiance-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Atmospheric Climate Data Records - Total Solar Irradiance	Total Solar Irradiance	arn:aws:s3:::noaa-cdr-total-solar-irradiance-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-total-solar-irradiance-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Climate Forecast System (CFS) - Climate Forecast System (CFS) Model Data	Climate Forecast System (CFS) Model Data	arn:aws:s3:::noaa-cfs-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cfs-pds.s3.amazonaws.com/index.html)']	https://cfs.ncep.noaa.gov/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly, 6-Hourly, and Monthly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Climate Forecast System (CFS) - New data notifications for CFS, only Lambda and SQS protocols allowed	New data notifications for CFS, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewCFSObject	us-east-1	SNS Topic		https://cfs.ncep.noaa.gov/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly, 6-Hourly, and Monthly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Cloud Optimized Zarr Reference Files (Kerchunk) - Cloud-optimized Zarr Reference Files	Cloud-optimized Zarr Reference Files	arn:aws:s3:::noaa-nodd-kerchunk-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nodd-kerchunk-pds.s3.amazonaws.com/index.html)']	Refer to source datasets documentation	For questions regarding data content or quality, visit [Email The Tetra Tech Tea	[NOAA's National Ocean Service, the Integrated Ocean Observing System (IOOS)](ht	Optimizations run every time new data is uploaded to the source buckets and are 	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather				
NOAA Cloud Optimized Zarr Reference Files (Kerchunk) - New data notifications for Cloud-optimized Zarr Reference Files	New data notifications for Cloud-optimized Zarr Reference Files	arn:aws:sns:us-east-1:123901341784:NewNODDKerchunkObject	us-east-1	SNS Topic		Refer to source datasets documentation	For questions regarding data content or quality, visit [Email The Tetra Tech Tea	[NOAA's National Ocean Service, the Integrated Ocean Observing System (IOOS)](ht	Optimizations run every time new data is uploaded to the source buckets and are 	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather				
NOAA Coastal Lidar Data - NOAA Coastal Lidar Dataset	NOAA Coastal Lidar Dataset	arn:aws:s3:::noaa-nos-coastal-lidar-pds	us-east-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://noaa-nos-coastal-lidar-pds.s3.us-east-1.amazonaws.com/entwine/stac/catalog.json)']	https://coast.noaa.gov/digitalcoast/data/coastallidar.html and https://coast.noa	For any questions regarding data delivery or any general questions regarding the	[NOAA](https://www.noaa.gov/)	Periodically, as new data becomes available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, elevation, disaster response, geospatial, lidar, stac				
NOAA Coastal Lidar Data - NOAA Coastal Lidar Dataset New Dataset Notification	NOAA Coastal Lidar Dataset New Dataset Notification	arn:aws:sns:us-east-1:709902155096:NewCoastalLidarObject	us-east-1	SNS Topic		https://coast.noaa.gov/digitalcoast/data/coastallidar.html and https://coast.noa	For any questions regarding data delivery or any general questions regarding the	[NOAA](https://www.noaa.gov/)	Periodically, as new data becomes available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, elevation, disaster response, geospatial, lidar, stac				
NOAA Continuously Operating Reference Stations (CORS) Network (NCN)	NCN Data and Products	arn:aws:s3:::noaa-cors-pds	us-east-1	S3 Bucket	['[Browse NOAA-NCN Bucket](https://noaa-cors-pds.s3.amazonaws.com/index.html)']	For more information, visit [NCN Data and Products](https://geodesy.noaa.gov/COR	- For general inquiries about NCN data and products, email ✉ ngs.cors at noaa.go	[NOAA](http://www.noaa.gov/)	Most data are available within 1 hour from when they were recorded at the remote	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, broadcast ephemeris, Continuously Operating Reference Station (CORS), earth observation, geospatial, GPS, GNSS, mapping, NOAA CORS Network (NCN), post-processing, RINEX, survey				
NOAA EAGLE (Experimental AI Global and Limited-Area Ensemble) Global Deterministic and Ensemble Forecasts - GraphCast GFS data	GraphCast GFS data	arn:aws:s3:::noaa-nws-graphcastgfs-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nws-graphcastgfs-pds.s3.amazonaws.com/index.html)']	For the NOAA Product, https://graphcastgfs.readthedocs.io/en/latest/index.html a	For questions regarding data content or quality, visit [the NOAA EMC Github site	[NOAA](http://www.noaa.gov/)	4 times a day at 00Z, 06Z, 12Z and 18Z	NOAA's GraphCast GFS products are released under CC0 license. The products in th	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA EAGLE (Experimental AI Global and Limited-Area Ensemble) Global Deterministic and Ensemble Forecasts - New data notifications for GraphCast GFS, only Lambda and SQS protocols allowed	New data notifications for GraphCast GFS, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:709902155096:NewNWSGRAPHCASTGFSObject	us-east-1	SNS Topic		For the NOAA Product, https://graphcastgfs.readthedocs.io/en/latest/index.html a	For questions regarding data content or quality, visit [the NOAA EMC Github site	[NOAA](http://www.noaa.gov/)	4 times a day at 00Z, 06Z, 12Z and 18Z	NOAA's GraphCast GFS products are released under CC0 license. The products in th	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA Fundamental Climate Data Records (FCDR) - Gridsat B1	Gridsat B1	arn:aws:s3:::noaa-cdr-gridsat-b1-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-gridsat-b1-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - MSU Brightness Temperature	MSU Brightness Temperature	arn:aws:s3:::noaa-cdr-msu-brit-temp-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-msu-brit-temp-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - Mean Layer Temperature	Mean Layer Temperature	arn:aws:s3:::noaa-cdr-mean-layer-temp-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-mean-layer-temp-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - Mean Layer Temperature - RSS	Mean Layer Temperature - RSS	arn:aws:s3:::noaa-cdr-mean-layer-temp-rss-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-mean-layer-temp-rss-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - Mean Layer Temperature - UAH	Mean Layer Temperature - UAH	arn:aws:s3:::noaa-cdr-mean-layer-temp-uah-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-mean-layer-temp-uah-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - Mean Layer Temperature Lower Stratosphere	Mean Layer Temperature Lower Stratosphere	arn:aws:s3:::noaa-cdr-mean-layer-temp-lower-strat-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-mean-layer-temp-lower-strat-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - Mean Layer Temperature Upper Troposphere	Mean Layer Temperature Upper Troposphere	arn:aws:s3:::noaa-cdr-mean-layer-temp-upper-trop-lower-strat-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-mean-layer-temp-upper-trop-lower-strat-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - Microwave Brightness Temperature	Microwave Brightness Temperature	arn:aws:s3:::noaa-cdr-microwave-brit-temp-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-microwave-brit-temp-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - Microwave Humidity Sounder Brightness Temperature	Microwave Humidity Sounder Brightness Temperature	arn:aws:s3:::noaa-cdr-microwave-humidity-sounder-brit-temp-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-microwave-humidity-sounder-brit-temp-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - Microwave Imager Brightness Temperature - CSU	Microwave Imager Brightness Temperature - CSU	arn:aws:s3:::noaa-cdr-microwave-imager-brit-temp-csu-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-microwave-imager-brit-temp-csu-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - Microwave Imager Brightness Temperature - RSS	Microwave Imager Brightness Temperature - RSS	arn:aws:s3:::noaa-cdr-microwave-imager-brit-temp-rss-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-microwave-imager-brit-temp-rss-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - Microwave Temperature Sounder Brightness Temperature	Microwave Temperature Sounder Brightness Temperature	arn:aws:s3:::noaa-cdr-microwave-temp-sounder-brit-temp-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-microwave-temp-sounder-brit-temp-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - Polar Orbiter Radiances and Cloud Properties - NASA	Polar Orbiter Radiances and Cloud Properties - NASA	arn:aws:s3:::noaa-cdr-radiances-and-cloud-properties-polar-orbiter-nasa-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-radiances-and-cloud-properties-polar-orbiter-nasa-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - Polar Pathfinder	Polar Pathfinder	arn:aws:s3:::noaa-cdr-polar-pathfinder-fcdr-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-polar-pathfinder-fcdr-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - Polar Pathfinder Extended	Polar Pathfinder Extended	arn:aws:s3:::noaa-cdr-polar-pathfinder-extended-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-polar-pathfinder-extended-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Fundamental Climate Data Records (FCDR) - Water Vapor Brightness Temperature	Water Vapor Brightness Temperature	arn:aws:s3:::noaa-cdr-ir-water-vapor-brit-temp-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-ir-water-vapor-brit-temp-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA GEFS - dynamical.org Icechunk Zarr - NOAA GEFS Icechunk Zarr data	NOAA GEFS Icechunk Zarr data	arn:aws:s3:::dynamical-noaa-gefs	us-west-2	S3 Bucket	['[Browse Bucket](https://dynamical-noaa-gefs.s3.amazonaws.com/index.html)']	https://dynamical.org/catalog/models/noaa-gefs/	feedback@dynamical.org	[dynamical.org](https://dynamical.org)	NOAA GEFS forecast, 35 day: Forecasts initialized every 24 hours; NOAA GEFS anal	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, weather, atmosphere, meteorological, climate, forecast, zarr				
NOAA GEFS - dynamical.org Icechunk Zarr - Notifications for dataset updates	Notifications for dataset updates	arn:aws:sns:us-west-2:761136292730:dynamical-noaa-gefs-object_created	us-west-2	SNS Topic		https://dynamical.org/catalog/models/noaa-gefs/	feedback@dynamical.org	[dynamical.org](https://dynamical.org)	NOAA GEFS forecast, 35 day: Forecasts initialized every 24 hours; NOAA GEFS anal	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, weather, atmosphere, meteorological, climate, forecast, zarr				
NOAA GFS - dynamical.org Icechunk Zarr - NOAA GFS Icechunk Zarr data	NOAA GFS Icechunk Zarr data	arn:aws:s3:::dynamical-noaa-gfs	us-west-2	S3 Bucket	['[Browse Bucket](https://dynamical-noaa-gfs.s3.amazonaws.com/index.html)']	https://dynamical.org/catalog/models/noaa-gfs/	feedback@dynamical.org	[dynamical.org](https://dynamical.org)	NOAA GFS analysis: 1 hour; NOAA GFS forecast: Forecasts initialized every 6 hour	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, weather, atmosphere, meteorological, climate, forecast, zarr				
NOAA GFS - dynamical.org Icechunk Zarr - Notifications for dataset updates	Notifications for dataset updates	arn:aws:sns:us-west-2:761136292730:dynamical-noaa-gfs-object_created	us-west-2	SNS Topic		https://dynamical.org/catalog/models/noaa-gfs/	feedback@dynamical.org	[dynamical.org](https://dynamical.org)	NOAA GFS analysis: 1 hour; NOAA GFS forecast: Forecasts initialized every 6 hour	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, weather, atmosphere, meteorological, climate, forecast, zarr				
NOAA Geostationary Operational Environmental Satellites (GOES) 16, 17, 18 & 19 - GOES-16 imagery and metadata	GOES-16 imagery and metadata	arn:aws:s3:::noaa-goes16	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-goes16.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/nodd-data-docs/tree/main/GOES	"For questions related to specific GOES Products, please visit the ""[GOES-R websi"	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery				
NOAA Geostationary Operational Environmental Satellites (GOES) 16, 17, 18 & 19 - GOES-17 imagery and metadata	GOES-17 imagery and metadata	arn:aws:s3:::noaa-goes17	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-goes17.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/nodd-data-docs/tree/main/GOES	"For questions related to specific GOES Products, please visit the ""[GOES-R websi"	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery				
NOAA Geostationary Operational Environmental Satellites (GOES) 16, 17, 18 & 19 - GOES-18 imagery and metadata	GOES-18 imagery and metadata	arn:aws:s3:::noaa-goes18	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-goes18.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/nodd-data-docs/tree/main/GOES	"For questions related to specific GOES Products, please visit the ""[GOES-R websi"	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery				
NOAA Geostationary Operational Environmental Satellites (GOES) 16, 17, 18 & 19 - GOES-19 imagery and metadata	GOES-19 imagery and metadata	arn:aws:s3:::noaa-goes19	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-goes19.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/nodd-data-docs/tree/main/GOES	"For questions related to specific GOES Products, please visit the ""[GOES-R websi"	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery				
NOAA Geostationary Operational Environmental Satellites (GOES) 16, 17, 18 & 19 - New data notifications for GOES-16, only Lambda and SQS protocols allowed	New data notifications for GOES-16, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewGOES16Object	us-east-1	SNS Topic		https://github.com/NOAA-Big-Data-Program/nodd-data-docs/tree/main/GOES	"For questions related to specific GOES Products, please visit the ""[GOES-R websi"	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery				
NOAA Geostationary Operational Environmental Satellites (GOES) 16, 17, 18 & 19 - New data notifications for GOES-17, only Lambda and SQS protocols allowed	New data notifications for GOES-17, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewGOES17Object	us-east-1	SNS Topic		https://github.com/NOAA-Big-Data-Program/nodd-data-docs/tree/main/GOES	"For questions related to specific GOES Products, please visit the ""[GOES-R websi"	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery				
NOAA Geostationary Operational Environmental Satellites (GOES) 16, 17, 18 & 19 - New data notifications for GOES-18, only Lambda and SQS protocols allowed	New data notifications for GOES-18, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewGOES18Object	us-east-1	SNS Topic		https://github.com/NOAA-Big-Data-Program/nodd-data-docs/tree/main/GOES	"For questions related to specific GOES Products, please visit the ""[GOES-R websi"	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery				
NOAA Geostationary Operational Environmental Satellites (GOES) 16, 17, 18 & 19 - New data notifications for GOES-19, only Lambda and SQS protocols allowed	New data notifications for GOES-19, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewGOES19Object	us-east-1	SNS Topic		https://github.com/NOAA-Big-Data-Program/nodd-data-docs/tree/main/GOES	"For questions related to specific GOES Products, please visit the ""[GOES-R websi"	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery				
NOAA Global Data Assimilation (DA) Test Data - Global Data Assimilation (DA) System Test Data	Global Data Assimilation (DA) System Test Data	arn:aws:s3:::noaa-ufs-gdas-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ufs-gdas-pds.s3.amazonaws.com/index.html)']	https://github.com/NOAA-EMC/GDASApp/wiki	For questions regarding data content or quality, post on the ufs-community forum	[NOAA](http://www.noaa.gov/)	These are stable datasets for use with global DA projects. They will be updated 	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA Global Data Assimilation (DA) Test Data - New data notifications for Global Data Assimilation (DA) System Test Data, only	New data notifications for Global Data Assimilation (DA) System Test Data, only	arn:aws:sns:us-east-1:709902155096:NewNWSUFSGDASObject	us-east-1	SNS Topic		https://github.com/NOAA-EMC/GDASApp/wiki	For questions regarding data content or quality, post on the ufs-community forum	[NOAA](http://www.noaa.gov/)	These are stable datasets for use with global DA projects. They will be updated 	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA Global Ensemble Forecast System (GEFS) - New data notifications for GFS, only Lambda and SQS protocols allowed	New data notifications for GFS, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewGEFSObject	us-east-1	SNS Topic		https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-gefs-pds	For questions regarding data content or quality, visit [the NOAA GEFS site](http	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours starting at midnight.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Global Ensemble Forecast System (GEFS) - Project data files	Project data files	arn:aws:s3:::noaa-gefs-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-gefs-pds.s3.amazonaws.com/index.html)']	https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-gefs-pds	For questions regarding data content or quality, visit [the NOAA GEFS site](http	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours starting at midnight.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Global Ensemble Forecast System (GEFS) Re-forecast	GEFS Re-forecast in Grib2 Format	arn:aws:s3:::noaa-gefs-retrospective	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-gefs-retrospective.s3.amazonaws.com/index.html)']	https://noaa-gefs-retrospective.s3.amazonaws.com/Description_of_reforecast_data.	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Re-forecasts do not adhere to an update frequency.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Global Forecast System (GFS) - GFS Warm Start Initial Conditions	GFS Warm Start Initial Conditions	arn:aws:s3:::noaa-gfs-warmstart-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-gfs-warmstart-pds.s3.amazonaws.com/index.html)']	https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/gfs.php	For questions regarding data content or quality, visit [the NOAA GFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours starting at midnight UTC	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA Global Forecast System (GFS) - GFS data	GFS data	arn:aws:s3:::noaa-gfs-bdp-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-gfs-bdp-pds.s3.amazonaws.com/index.html)']	https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/gfs.php	For questions regarding data content or quality, visit [the NOAA GFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours starting at midnight UTC	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA Global Forecast System (GFS) - New data notifications for GFS Warm Start IC, only Lambda and SQS protocols allo	New data notifications for GFS Warm Start IC, only Lambda and SQS protocols allo	arn:aws:sns:us-east-1:123901341784:NewGfsWarmStartObject	us-east-1	SNS Topic		https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/gfs.php	For questions regarding data content or quality, visit [the NOAA GFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours starting at midnight UTC	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA Global Forecast System (GFS) - New data notifications for GFS, only Lambda and SQS protocols allowed	New data notifications for GFS, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewGFSObject	us-east-1	SNS Topic		https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/gfs.php	For questions regarding data content or quality, visit [the NOAA GFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours starting at midnight UTC	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA Global Forecast System (GFS) netCDF Formatted Data - GFS netCDF Format Data	GFS netCDF Format Data	arn:aws:s3:::noaa-oar-arl-nacc-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-oar-arl-nacc-pds.s3.amazonaws.com/index.html)']	[NACC Landing Page at NOAA-ARL](https://www.arl.noaa.gov/research/surface-atmosp	For questions regarding data content or quality, visit [the OAR NACC site](https	[NOAA](http://www.noaa.gov/)	Out of the four operational GFS forecast cycles per day (at 00Z, 06Z, 12Z and 18	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA Global Forecast System (GFS) netCDF Formatted Data - New data notifications for GFS netCDF, only Lambda and SQS protocols allowed	New data notifications for GFS netCDF, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:709902155096:NewArlNaccObject	us-east-1	SNS Topic		[NACC Landing Page at NOAA-ARL](https://www.arl.noaa.gov/research/surface-atmosp	For questions regarding data content or quality, visit [the OAR NACC site](https	[NOAA](http://www.noaa.gov/)	Out of the four operational GFS forecast cycles per day (at 00Z, 06Z, 12Z and 18	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA Global Historical Climatology Network Daily (GHCN-D) - GHCN Project data files	GHCN Project data files	arn:aws:s3:::noaa-ghcn-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ghcn-pds.s3.amazonaws.com/index.html)']	https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-ghcn	For questions regarding data content or quality, visit [the NOAA GHCN site](http	[NOAA](http://www.noaa.gov/)	Daily	NOAA data disseminated through NODD is made available under the [Creative Common	aws-pds, agriculture, climate, meteorological, weather				
NOAA Global Historical Climatology Network Daily (GHCN-D) - New data notifications for GHCN, only Lambda and SQS protocols allowed	New data notifications for GHCN, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewGHCNObject	us-east-1	SNS Topic		https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-ghcn	For questions regarding data content or quality, visit [the NOAA GHCN site](http	[NOAA](http://www.noaa.gov/)	Daily	NOAA data disseminated through NODD is made available under the [Creative Common	aws-pds, agriculture, climate, meteorological, weather				
NOAA Global Hydro Estimator (GHE) / Enterprise Rain Rate - Enterprise Rain Rate Data	Enterprise Rain Rate Data	arn:aws:s3:::noaa-enterprise-rainrate-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-enterprise-rainrate-pds.s3.amazonaws.com/index.html)']	https://www.ospo.noaa.gov/Products/atmosphere/ghe/index.html	For questions regarding product content orquality, visit https://www.ospo.noaa.g	[NOAA](http://www.noaa.gov/)	15 minute-instantaneous	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, meteorological, water, weather				
NOAA Global Hydro Estimator (GHE) / Enterprise Rain Rate - GHE Project data files	GHE Project data files	arn:aws:s3:::noaa-ghe-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ghe-pds.s3.amazonaws.com/index.html)']	https://www.ospo.noaa.gov/Products/atmosphere/ghe/index.html	For questions regarding product content orquality, visit https://www.ospo.noaa.g	[NOAA](http://www.noaa.gov/)	15 minute-instantaneous	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, meteorological, water, weather				
NOAA Global Hydro Estimator (GHE) / Enterprise Rain Rate - New data notifications for Enterprise Rain , only Lambda and SQS protocols allow	New data notifications for Enterprise Rain , only Lambda and SQS protocols allow	arn:aws:sns:us-east-1:123901341784:NewEntRainRateL3Object	us-east-1	SNS Topic		https://www.ospo.noaa.gov/Products/atmosphere/ghe/index.html	For questions regarding product content orquality, visit https://www.ospo.noaa.g	[NOAA](http://www.noaa.gov/)	15 minute-instantaneous	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, meteorological, water, weather				
NOAA Global Hydro Estimator (GHE) / Enterprise Rain Rate - New data notifications for GHE, only Lambda and SQS protocols allowed	New data notifications for GHE, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewGHEObject	us-east-1	SNS Topic		https://www.ospo.noaa.gov/Products/atmosphere/ghe/index.html	For questions regarding product content orquality, visit https://www.ospo.noaa.g	[NOAA](http://www.noaa.gov/)	15 minute-instantaneous	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, meteorological, water, weather				
NOAA Global Mosaic of Geostationary Satellite Imagery (GMGSI) - NOAA Global Mosaic of Geostationary Satellite Imagery (GMGSI)	NOAA Global Mosaic of Geostationary Satellite Imagery (GMGSI)	arn:aws:s3:::noaa-gmgsi-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-gmgsi-pds.s3.amazonaws.com/index.html)']	[https://www.ospo.noaa.gov/Operations/GOES/index.html](https://www.ospo.noaa.gov	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Global Mosaic of Geostationary Satellite Imagery (GMGSI) - New data notifications for GMGSI, only Lambda and SQS protocols allowed	New data notifications for GMGSI, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewGMGSIObject	us-east-1	SNS Topic		[https://www.ospo.noaa.gov/Operations/GOES/index.html](https://www.ospo.noaa.gov	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Global Real-Time Ocean Forecast System (Global RTOFS) - NOAA Global Real Time Ocean Forecasting System Data	NOAA Global Real Time Ocean Forecasting System Data	arn:aws:s3:::noaa-nws-rtofs-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nws-rtofs-pds.s3.amazonaws.com/index.html)']	https://polar.ncep.noaa.gov/global/	For questions regarding data content or quality, visit the RTOFS site (https://p	[NOAA](http://www.noaa.gov/)	Once a day. The products are available at the following times each day <br /> 00	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, global, coastal, disaster response, weather, water, environmental, meteorological, oceans, climate				
NOAA Global Real-Time Ocean Forecast System (Global RTOFS) - NOAA Global Real Time Ocean Forecasting System New Dataset Notification	NOAA Global Real Time Ocean Forecasting System New Dataset Notification	arn:aws:sns:us-east-1:709902155096:NewRTOFSObject	us-east-1	SNS Topic		https://polar.ncep.noaa.gov/global/	For questions regarding data content or quality, visit the RTOFS site (https://p	[NOAA](http://www.noaa.gov/)	Once a day. The products are available at the following times each day <br /> 00	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, global, coastal, disaster response, weather, water, environmental, meteorological, oceans, climate				
NOAA Global Surface Summary of Day	Measurements and metadata	arn:aws:s3:::noaa-gsod-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-gsod-pds.s3.amazonaws.com/index.html)']	http://www.ncdc.noaa.gov/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Data is updated as new products are available.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, environmental, climate, weather, natural resource, regulatory				
NOAA Global Surge and Tide Operational Forecast System 2-D (STOFS-2D-Global) - NOAA STOFS-2D-Global Water Level Forecast Guidance	NOAA STOFS-2D-Global Water Level Forecast Guidance	arn:aws:s3:::noaa-gestofs-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-gestofs-pds.s3.amazonaws.com/index.html)']	https://noaa-gestofs-pds.s3.amazonaws.com/README.html	For questions regarding data content or quality, visit the ESTOFS site (https://	[NOAA](http://www.noaa.gov/)	Four times per day, every 6 hours starting at midnight UTC	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, global, coastal, disaster response, weather, water, environmental, meteorological, oceans, climate				
NOAA Global Surge and Tide Operational Forecast System 2-D (STOFS-2D-Global) - NOAA STOFS-2D-Global Water Level Forecast Guidance New Dataset Notification	NOAA STOFS-2D-Global Water Level Forecast Guidance New Dataset Notification	arn:aws:sns:us-east-1:123901341784:NewGESTOFSObject	us-east-1	SNS Topic		https://noaa-gestofs-pds.s3.amazonaws.com/README.html	For questions regarding data content or quality, visit the ESTOFS site (https://	[NOAA](http://www.noaa.gov/)	Four times per day, every 6 hours starting at midnight UTC	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, global, coastal, disaster response, weather, water, environmental, meteorological, oceans, climate				
NOAA HRRR - dynamical.org Icechunk Zarr - NOAA HRRR Icechunk Zarr data	NOAA HRRR Icechunk Zarr data	arn:aws:s3:::dynamical-noaa-hrrr	us-west-2	S3 Bucket	['[Browse Bucket](https://dynamical-noaa-hrrr.s3.amazonaws.com/index.html)']	https://dynamical.org/catalog/models/noaa-hrrr/	feedback@dynamical.org	[dynamical.org](https://dynamical.org)	NOAA HRRR forecast, 48 hour: Forecasts initialized every 6 hours; NOAA HRRR anal	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, weather, atmosphere, meteorological, climate, forecast, zarr				
NOAA HRRR - dynamical.org Icechunk Zarr - Notifications for dataset updates	Notifications for dataset updates	arn:aws:sns:us-west-2:761136292730:dynamical-noaa-hrrr-object_created	us-west-2	SNS Topic		https://dynamical.org/catalog/models/noaa-hrrr/	feedback@dynamical.org	[dynamical.org](https://dynamical.org)	NOAA HRRR forecast, 48 hour: Forecasts initialized every 6 hours; NOAA HRRR anal	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, weather, atmosphere, meteorological, climate, forecast, zarr				
NOAA HYSPLIT-compatible meteorological data archives - HYSPLIT-compatible meteorological data archives	HYSPLIT-compatible meteorological data archives	arn:aws:s3:::noaa-oar-arl-hysplit-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-oar-arl-hysplit-pds.s3.amazonaws.com/index.html)']	For the description of each archive listed above, please refer to their respecti	For questions regarding ARL HYSPLIT data content or quality, contact arl.webmast	[NOAA](http://www.noaa.gov/)	"At present, the following five datasets are updated every day or every week:
- H"	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA HYSPLIT-compatible meteorological data archives - New data notifications for ARL HYSPLIT, only Lambda and SQS protocols allowed	New data notifications for ARL HYSPLIT, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewHYSPLITObject	us-east-1	SNS Topic		For the description of each archive listed above, please refer to their respecti	For questions regarding ARL HYSPLIT data content or quality, contact arl.webmast	[NOAA](http://www.noaa.gov/)	"At present, the following five datasets are updated every day or every week:
- H"	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA High-Resolution Rapid Refresh (HRRR) Model - Archive of HRRR data since 2014	Archive of HRRR data since 2014	arn:aws:s3:::noaa-hrrr-bdp-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-hrrr-bdp-pds.s3.amazonaws.com/index.html)']	https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-hrrr	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, weather, environmental, disaster response				
NOAA High-Resolution Rapid Refresh (HRRR) Model - HRRR Zarr format near-real time data archive managed by the University of Utah	HRRR Zarr format near-real time data archive managed by the University of Utah	arn:aws:s3:::hrrrzarr	us-west-1	S3 Bucket	['[Browse Bucket](https://hrrrzarr.s3.amazonaws.com/index.html)']	https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-hrrr	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, weather, environmental, disaster response				
NOAA High-Resolution Rapid Refresh (HRRR) Model - New data notifications	New data notifications	arn:aws:sns:us-east-1:123901341784:NewHRRRObject	us-east-1	SNS Topic		https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-hrrr	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, weather, environmental, disaster response				
NOAA Historical Maps and Charts	NOAA Historic Chart Datasets	arn:aws:s3:::noaa-nos-historicalcharts-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nos-historicalcharts-pds.s3.amazonaws.com/index.html)']	https://historicalcharts.noaa.gov/about.php	For any general questions regarding the NOAA Open Data Dissemination (NODD) Prog	[NOAA](http://www.noaa.gov/)	Periodic manual updates when historic charts are added to the collection.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, history, mapping, coastal, geospatial, survey				
NOAA Hurricane Analysis and Forecast System (HAFS) - Hurricane Analysis Forecast System (HAFS) Data	Hurricane Analysis Forecast System (HAFS) Data	arn:aws:s3:::noaa-nws-hafs-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nws-hafs-pds.s3.amazonaws.com/index.html)']	https://wpo.noaa.gov/the-hurricane-analysis-and-forecast-system-hafs/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Event Driven.<br/> <br/>As of August 2025, a few forecast cycles for Hurricane F	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Hurricane Analysis and Forecast System (HAFS) - New data notifications for HAFS, only Lambda and SQS protocols allowed	New data notifications for HAFS, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:709902155096:NewHAFSObject	us-east-1	SNS Topic		https://wpo.noaa.gov/the-hurricane-analysis-and-forecast-system-hafs/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Event Driven.<br/> <br/>As of August 2025, a few forecast cycles for Hurricane F	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Integrated Surface Database (ISD) - ISD in CSV format	ISD in CSV format	arn:aws:s3:::noaa-global-hourly-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-global-hourly-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/data/global-hourly/doc/isd-format-document.pdf	For questions regarding data content or quality, visit [the NOAA ISD site](https	[NOAA](http://www.noaa.gov/)	Daily	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Integrated Surface Database (ISD) - ISD in original format	ISD in original format	arn:aws:s3:::noaa-isd-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-isd-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/data/global-hourly/doc/isd-format-document.pdf	For questions regarding data content or quality, visit [the NOAA ISD site](https	[NOAA](http://www.noaa.gov/)	Daily	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Joint Polar Satellite System (JPSS) - NOAA JPSS Development Data	NOAA JPSS Development Data	arn:aws:s3:::noaa-jpss	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-jpss.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Joint Polar Satellite System (JPSS) - NOAA JPSS NOAA-20 Data	NOAA JPSS NOAA-20 Data	arn:aws:s3:::noaa-nesdis-n20-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nesdis-n20-pds.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Joint Polar Satellite System (JPSS) - NOAA JPSS NOAA-21 Data	NOAA JPSS NOAA-21 Data	arn:aws:s3:::noaa-nesdis-n21-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nesdis-n21-pds.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Joint Polar Satellite System (JPSS) - NOAA JPSS SNPP (Suomi NPP) Data	NOAA JPSS SNPP (Suomi NPP) Data	arn:aws:s3:::noaa-nesdis-snpp-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nesdis-snpp-pds.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Joint Polar Satellite System (JPSS) - New data notifications for JPSS data, only Lambda and SQS protocols allowed	New data notifications for JPSS data, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:709902155096:NewNOAA21Object	us-east-1	SNS Topic		https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Joint Polar Satellite System (JPSS) - New data notifications for JPSS data, only Lambda and SQS protocols allowed	New data notifications for JPSS data, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:709902155096:NewJPSSObject	us-east-1	SNS Topic		https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Joint Polar Satellite System (JPSS) - New data notifications for JPSS data, only Lambda and SQS protocols allowed	New data notifications for JPSS data, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:709902155096:NewSNPPObject	us-east-1	SNS Topic		https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Joint Polar Satellite System (JPSS) - New data notifications for JPSS data, only Lambda and SQS protocols allowed	New data notifications for JPSS data, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:709902155096:NewNOAA20Object	us-east-1	SNS Topic		https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA MRMS - dynamical.org Icechunk Zarr - NOAA MRMS Icechunk Zarr data	NOAA MRMS Icechunk Zarr data	arn:aws:s3:::dynamical-noaa-mrms	us-west-2	S3 Bucket	['[Browse Bucket](https://dynamical-noaa-mrms.s3.amazonaws.com/index.html)']	https://dynamical.org/catalog/models/noaa-mrms/	feedback@dynamical.org	[dynamical.org](https://dynamical.org)	NOAA MRMS CONUS analysis, hourly: 1 hour	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, weather, atmosphere, meteorological, climate, forecast, zarr				
NOAA MRMS - dynamical.org Icechunk Zarr - Notifications for dataset updates	Notifications for dataset updates	arn:aws:sns:us-west-2:761136292730:dynamical-noaa-mrms-object_created	us-west-2	SNS Topic		https://dynamical.org/catalog/models/noaa-mrms/	feedback@dynamical.org	[dynamical.org](https://dynamical.org)	NOAA MRMS CONUS analysis, hourly: 1 hour	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, weather, atmosphere, meteorological, climate, forecast, zarr				
NOAA Multi-Radar/Multi-Sensor System (MRMS) - NOAA Multi-Radar/Multi-Sensor System (MRMS)	NOAA Multi-Radar/Multi-Sensor System (MRMS)	arn:aws:s3:::noaa-mrms-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-mrms-pds.s3.amazonaws.com/index.html)']	https://www.nssl.noaa.gov/projects/mrms/	For specific MRMS data questions, please reach out to the MRMS Team at mrms@noaa	[NOAA](http://www.noaa.gov/)	Data is delivered in real-time with a 2-minute update cycle.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Multi-Radar/Multi-Sensor System (MRMS) - New data notifications for MRMS data, only Lambda and SQS protocols allowed	New data notifications for MRMS data, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewMRMSObject	us-east-1	SNS Topic		https://www.nssl.noaa.gov/projects/mrms/	For specific MRMS data questions, please reach out to the MRMS Team at mrms@noaa	[NOAA](http://www.noaa.gov/)	Data is delivered in real-time with a 2-minute update cycle.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Multi-Year Reanalysis of Remotely Sensed Storms (MYRORSS)	Multi-Year Reanalysis of Remotely Sensed Storms	arn:aws:s3:::noaa-oar-myrorss-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-oar-myrorss-pds.s3.amazonaws.com/index.html)']	https://osf.io/9gzp2/	For any data delivery issues or any questions in general, please contact the NOA	[NOAA](http://www.noaa.gov/)	No updates	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, earth observation, meteorological, natural resource, sustainability, weather				
NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis - NNJA Observations for Earth System Reanalysis Data	NNJA Observations for Earth System Reanalysis Data	arn:aws:s3:::noaa-reanalyses-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-reanalyses-pds.s3.amazonaws.com/index.html)']	https://psl.noaa.gov/data/nnja_obs/	For questions regarding data content or quality, visit [the NOAA PSL NNJA](https	[NOAA](http://www.noaa.gov/)	1 time a day	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis - New data notifications for NNJA Observations, only Lambda and SQS protocols allo	New data notifications for NNJA Observations, only Lambda and SQS protocols allo	arn:aws:sns:us-east-1:123901341784:NewNOAAReanalysesObject	us-east-1	SNS Topic		https://psl.noaa.gov/data/nnja_obs/	For questions regarding data content or quality, visit [the NOAA PSL NNJA](https	[NOAA](http://www.noaa.gov/)	1 time a day	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA National Air Quality Forecast Capability (NAQFC) Regional Model Guidance - NOAA National Air Quality Forecast Capability (NAQFC) Regional Model Guidance	NOAA National Air Quality Forecast Capability (NAQFC) Regional Model Guidance	arn:aws:s3:::noaa-nws-naqfc-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nws-naqfc-pds.s3.amazonaws.com/index.html)']	https://vlab.noaa.gov/web/osti-modeling/air-quality	For questions regarding data content or quality, visit the NCEP AQM Products web	[NOAA](http://www.noaa.gov/)	Two times per day, 0600 and 1200 UTC for O3, PM2.5, and dust; once per day, 0300	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA National Air Quality Forecast Capability (NAQFC) Regional Model Guidance - New data notifications for NAQFC, only Lambda and SQS protocols allowed	New data notifications for NAQFC, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:709902155096:NewNWSAirQualityObject	us-east-1	SNS Topic		https://vlab.noaa.gov/web/osti-modeling/air-quality	For questions regarding data content or quality, visit the NCEP AQM Products web	[NOAA](http://www.noaa.gov/)	Two times per day, 0600 and 1200 UTC for O3, PM2.5, and dust; once per day, 0300	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA National Bathymetric Source Data - NOAA National Bathymetric Source Data	NOAA National Bathymetric Source Data	arn:aws:s3:::noaa-ocs-nationalbathymetry-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ocs-nationalbathymetry-pds.s3.amazonaws.com/index.html)']	https://nauticalcharts.noaa.gov/data/bluetopo.html	For general questions or feedback about the data, please submit inquiriesthrough	[NOAA](http://www.noaa.gov/)	Monthly where new data is available.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, earth observation, model, oceans, bathymetry, marine navigation, oceans				
NOAA National Bathymetric Source Data - NOAA National Bathymetry New Object Notification	NOAA National Bathymetry New Object Notification	arn:aws:sns:us-east-1:709902155096:NewNationalBathymetryObject	us-east-1	SNS Topic		https://nauticalcharts.noaa.gov/data/bluetopo.html	For general questions or feedback about the data, please submit inquiriesthrough	[NOAA](http://www.noaa.gov/)	Monthly where new data is available.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, earth observation, model, oceans, bathymetry, marine navigation, oceans				
NOAA National Blend of Models (NBM) - National Blend of Models (NBM) COG Format	National Blend of Models (NBM) COG Format	arn:aws:s3:::noaa-nbm-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nbm-pds.s3.amazonaws.com/index.html)']	https://vlab.noaa.gov/web/mdl/nbm	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Once per hour	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, cog, meteorological, weather				
NOAA National Blend of Models (NBM) - National Blend of Models (NBM) Grib2 Format	National Blend of Models (NBM) Grib2 Format	arn:aws:s3:::noaa-nbm-grib2-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nbm-grib2-pds.s3.amazonaws.com/index.html)']	https://vlab.noaa.gov/web/mdl/nbm	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Once per hour	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, cog, meteorological, weather				
NOAA National Blend of Models (NBM) - New data notifications for NBM-COG Format, only Lambda and SQS protocols allowed	New data notifications for NBM-COG Format, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewNBMCOGObject	us-east-1	SNS Topic		https://vlab.noaa.gov/web/mdl/nbm	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Once per hour	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, cog, meteorological, weather				
NOAA National Blend of Models (NBM) - New data notifications for NBM-Grib2 Format, only Lambda and SQS protocols allow	New data notifications for NBM-Grib2 Format, only Lambda and SQS protocols allow	arn:aws:sns:us-east-1:123901341784:NewNBMGRIBObject	us-east-1	SNS Topic		https://vlab.noaa.gov/web/mdl/nbm	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Once per hour	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, cog, meteorological, weather				
NOAA National Blend of Models (NBM) Parallel - National Blend of Models (NBM) Parallel	National Blend of Models (NBM) Parallel	arn:aws:s3:::noaa-nbm-para-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nbm-para-pds.s3.amazonaws.com/index.html)']	https://vlab.noaa.gov/web/mdl/nbm	For any questions regarding data delivery not associated with this platform or a	[NOAA](http://www.noaa.gov/)	"Once per hour.
"	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA National Blend of Models (NBM) Parallel - New data notifications for NBM Parallel, only Lambda and SQS protocols allowed	New data notifications for NBM Parallel, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewNBMParaObject	us-east-1	SNS Topic		https://vlab.noaa.gov/web/mdl/nbm	For any questions regarding data delivery not associated with this platform or a	[NOAA](http://www.noaa.gov/)	"Once per hour.
"	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather				
NOAA National Digital Forecast Database (NDFD) - National Digital Forecast Database (NDFD) Grib2 Format	National Digital Forecast Database (NDFD) Grib2 Format	arn:aws:s3:::noaa-ndfd-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ndfd-pds.s3.amazonaws.com/index.html)']	https://vlab.noaa.gov/web/mdl/ndfd (For NDFD Product information, instructions, 	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	As often as once every half hour (varies by forecast element, forecast projectio	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA National Digital Forecast Database (NDFD) - New data notifications for NDFD, only Lambda and SQS protocols allowed	New data notifications for NDFD, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewNDFDObject	us-east-1	SNS Topic		https://vlab.noaa.gov/web/mdl/ndfd (For NDFD Product information, instructions, 	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	As often as once every half hour (varies by forecast element, forecast projectio	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA National Water Model CONUS Retrospective Dataset - The complete archive of NWM data version 12	The complete archive of NWM data version 12	arn:aws:s3:::nwm-archive	us-east-1	S3 Bucket	['[Browse Bucket](https://nwm-archive.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md	For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For 	[NOAA](http://www.noaa.gov/)	No updates	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation				
NOAA National Water Model CONUS Retrospective Dataset - The complete archive of NWM data version 20	The complete archive of NWM data version 20	arn:aws:s3:::noaa-nwm-retro-v2-0-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nwm-retro-v2-0-pds.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md	For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For 	[NOAA](http://www.noaa.gov/)	No updates	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation				
NOAA National Water Model CONUS Retrospective Dataset - The complete archive of NWM input forcing and model output data version 21 in N	The complete archive of NWM input forcing and model output data version 21 in N	arn:aws:s3:::noaa-nwm-retrospective-2-1-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nwm-retrospective-2-1-pds.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md	For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For 	[NOAA](http://www.noaa.gov/)	No updates	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation				
NOAA National Water Model CONUS Retrospective Dataset - The complete archive of NWM input forcing and model output data version 30 in N	The complete archive of NWM input forcing and model output data version 30 in N	arn:aws:s3:::noaa-nwm-retrospective-3-0-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nwm-retrospective-3-0-pds.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md	For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For 	[NOAA](http://www.noaa.gov/)	No updates	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation				
NOAA National Water Model CONUS Retrospective Dataset - The complete archive of NWM model output data version 21 in Zarr format The NW	The complete archive of NWM model output data version 21 in Zarr format The NW	arn:aws:s3:::noaa-nwm-retrospective-2-1-zarr-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nwm-retrospective-2-1-zarr-pds.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md	For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For 	[NOAA](http://www.noaa.gov/)	No updates	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation				
NOAA National Water Model CONUS Retrospective Dataset - The streamflow from the NWM version 20 in Zarr format	The streamflow from the NWM version 20 in Zarr format	arn:aws:s3:::noaa-nwm-retro-v2-zarr-pds	us-west-2	S3 Bucket	['[Browse Bucket](https://noaa-nwm-retro-v2-zarr-pds.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md	For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For 	[NOAA](http://www.noaa.gov/)	No updates	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation				
NOAA National Water Model Short-Range Forecast - A rolling four week archive of NWM data	A rolling four week archive of NWM data	arn:aws:s3:::noaa-nwm-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nwm-pds.s3.amazonaws.com/index.html)']	https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nwm-pds	For questions regarding data content or quality, go [here](http://water.noaa.gov	[NOAA](http://www.noaa.gov/)	Daily	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation				
NOAA National Water Model Short-Range Forecast - Cloud-optimized zarr reference files managed by RPS Tetra Tech	Cloud-optimized zarr reference files managed by RPS Tetra Tech	arn:aws:s3:::noaa-nodd-kerchunk-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nodd-kerchunk-pds.s3.amazonaws.com/index.html#nwm/)']	https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nwm-pds	For questions regarding data content or quality, go [here](http://water.noaa.gov	[NOAA](http://www.noaa.gov/)	Daily	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation				
NOAA National Water Model Short-Range Forecast - New data notifications for NWM, only Lambda and SQS protocols allowed	New data notifications for NWM, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewNWMObject	us-east-1	SNS Topic		https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nwm-pds	For questions regarding data content or quality, go [here](http://water.noaa.gov	[NOAA](http://www.noaa.gov/)	Daily	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation				
NOAA North American Mesoscale Forecast System (NAM) - New data notifications for NAM data, only Lambda and SQS protocols allowed	New data notifications for NAM data, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewNCEPNAMObject	us-east-1	SNS Topic		https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/nam.php, http	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Four times daily (0000, 0600, 1200, and 1800 UTC)	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA North American Mesoscale Forecast System (NAM) - North American Mesoscale Forecast System (NAM) Data	North American Mesoscale Forecast System (NAM) Data	arn:aws:s3:::noaa-nam-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nam-pds.s3.amazonaws.com/index.html)']	https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/nam.php, http	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Four times daily (0000, 0600, 1200, and 1800 UTC)	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Oceanic Climate Data Records - Sea Ice Concentration	Sea Ice Concentration	arn:aws:s3:::noaa-cdr-sea-ice-concentration-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-sea-ice-concentration-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, oceans, sustainability, weather				
NOAA Oceanic Climate Data Records - Sea Surface Temperature - Optimum Interpolation	Sea Surface Temperature - Optimum Interpolation	arn:aws:s3:::noaa-cdr-sea-surface-temp-optimum-interpolation-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-sea-surface-temp-optimum-interpolation-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, oceans, sustainability, weather				
NOAA Oceanic Climate Data Records - Sea Surface Temperature - WHOI	Sea Surface Temperature - WHOI	arn:aws:s3:::noaa-cdr-sea-surface-temp-whoi-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-sea-surface-temp-whoi-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, oceans, sustainability, weather				
NOAA Office of Coast Survey - Hydrographic Survey Data - NOAA Office of Coast Survey Hydrographic Survey Data	NOAA Office of Coast Survey Hydrographic Survey Data	arn:aws:s3:::noaa-ocs-hydrodata-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ocs-hydrodata-pds.s3.amazonaws.com/index.html)', '[STAC Catalog](https://noaa-ocs-hydrodata-pds.s3.amazonaws.com/catalog.json)', '[STAC Browser](https://radiantearth.github.io/stac-browser/#/external/noaa-ocs-hydrodata-pds.s3.amazonaws.com/catalog.json?.language=en)']	https://nauticalcharts.noaa.gov/	For general questions or feedback about the data, please submit inquiriesthrough	[NOAA](http://www.noaa.gov/)	This bucket is updated as new data source become available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, earth observation, model, oceans, bathymetry, marine navigation, oceans				
NOAA Office of Coast Survey - Hydrographic Survey Data - NOAA Office of Coast Survey Hydrographic Survey Data New Object Notification	NOAA Office of Coast Survey Hydrographic Survey Data New Object Notification	arn:aws:sns:us-east-1:709902155096:NewOCSHYDROObject	us-east-1	SNS Topic		https://nauticalcharts.noaa.gov/	For general questions or feedback about the data, please submit inquiriesthrough	[NOAA](http://www.noaa.gov/)	This bucket is updated as new data source become available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, earth observation, model, oceans, bathymetry, marine navigation, oceans				
NOAA Operational Forecast System (OFS) - CO-OPS Operational OFS Data (Historical Retention)	CO-OPS Operational OFS Data (Historical Retention)	arn:aws:s3:::noaa-nos-ofs-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nos-ofs-pds.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md	For questions regarding data content or quality, visit [the NOAA OFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather				
NOAA Operational Forecast System (OFS) - NOMADS Production OFS Data (30 day rolling retention)	NOMADS Production OFS Data (30 day rolling retention)	arn:aws:s3:::noaa-ofs-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ofs-pds.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md	For questions regarding data content or quality, visit [the NOAA OFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather				
NOAA Operational Forecast System (OFS) - New data notifications for NOS OFS Historical Retention, only Lambda and SQS pro	New data notifications for NOS OFS Historical Retention, only Lambda and SQS pro	arn:aws:sns:us-east-1:123901341784:NewNOSOFSObject	us-east-1	SNS Topic		https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md	For questions regarding data content or quality, visit [the NOAA OFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather				
NOAA Operational Forecast System (OFS) - New data notifications for OFS, only Lambda and SQS protocols allowed	New data notifications for OFS, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewOFSObject	us-east-1	SNS Topic		https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md	For questions regarding data content or quality, visit [the NOAA OFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather				
NOAA Rapid Refresh (RAP) - New data notifications for RAP, only Lambda and SQS protocols allowed	New data notifications for RAP, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewRAPObject	us-east-1	SNS Topic		https://www.nco.ncep.noaa.gov/pmb/products/rap/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Rapid Refresh (RAP) - Rapid Refresh (RAP) Data	Rapid Refresh (RAP) Data	arn:aws:s3:::noaa-rap-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-rap-pds.s3.amazonaws.com/index.html)']	https://www.nco.ncep.noaa.gov/pmb/products/rap/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Rapid Refresh Forecast System (RRFS) [Prototype] - New data notifications for RRFS, only Lambda and SQS protocols allowed	New data notifications for RRFS, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:709902155096:NewRRFSObject	us-east-1	SNS Topic		https://vlab.noaa.gov/web/ufs-r2o	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Daily	NOAA data disseminated through NODD is made available under the [Creative Common	aws-pds, agriculture, climate, meteorological, weather				
NOAA Rapid Refresh Forecast System (RRFS) [Prototype] - Rapid Refresh Forecast System (RRFS) Data	Rapid Refresh Forecast System (RRFS) Data	arn:aws:s3:::noaa-rrfs-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-rrfs-pds.s3.amazonaws.com/index.html)']	https://vlab.noaa.gov/web/ufs-r2o	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Daily	NOAA data disseminated through NODD is made available under the [Creative Common	aws-pds, agriculture, climate, meteorological, weather				
NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA) - New data notifications for RTMA data, only Lambda and SQS protocols allowed	New data notifications for RTMA data, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewNCEPRTMAObject	us-east-1	SNS Topic		https://www.nco.ncep.noaa.gov/pmb/products/rtma/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA) - New data notifications for URMA data, only Lambda and SQS protocols allowed	New data notifications for URMA data, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewNCEPURMAObject	us-east-1	SNS Topic		https://www.nco.ncep.noaa.gov/pmb/products/rtma/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA) - Real-Time Mesoscale Analysis (RTMA) Data	Real-Time Mesoscale Analysis (RTMA) Data	arn:aws:s3:::noaa-rtma-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-rtma-pds.s3.amazonaws.com/index.html)']	https://www.nco.ncep.noaa.gov/pmb/products/rtma/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA) - Unrestricted Mesoscale Analysis (URMA) Data	Unrestricted Mesoscale Analysis (URMA) Data	arn:aws:s3:::noaa-urma-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-urma-pds.s3.amazonaws.com/index.html)']	https://www.nco.ncep.noaa.gov/pmb/products/rtma/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Severe Weather Data Inventory (SWDI) - NOAA Severe Weather Data Inventory Dataset (SWDI)	NOAA Severe Weather Data Inventory Dataset (SWDI)	arn:aws:s3:::noaa-swdi-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-swdi-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Monthly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Severe Weather Data Inventory (SWDI) - NOAA Severe Weather Data Inventory Dataset Notification	NOAA Severe Weather Data Inventory Dataset Notification	arn:aws:sns:us-east-1:123901341784:NewSWDIObject	us-east-1	SNS Topic		https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Monthly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Space Weather Follow-On Mission Geostationary Operational Environmental Satellite (GOES) 19 - GOES-19 CCOR-1 data	GOES-19 CCOR-1 data	arn:aws:s3:::noaa-nesdis-swfo-ccor-1-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nesdis-swfo-ccor-1-pds.s3.amazonaws.com/index.html)']	https://github.com/NOAA-Big-Data-Program/nodd-data-docs/tree/main/SWFO	For questions related to specific CCOR-1 Products, please contact ncei.swx.coron	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, space weather, satellite imagery				
NOAA Space Weather Follow-On Mission Geostationary Operational Environmental Satellite (GOES) 19 - New data notifications for GOES-19 CCOR-1 data, only Lambda and SQS protocols al	New data notifications for GOES-19 CCOR-1 data, only Lambda and SQS protocols al	arn:aws:sns:us-east-1:709902155096:NewSWFOCCOR1Object	us-east-1	SNS Topic		https://github.com/NOAA-Big-Data-Program/nodd-data-docs/tree/main/SWFO	For questions related to specific CCOR-1 Products, please contact ncei.swx.coron	[NOAA](http://www.noaa.gov/)	New data is added as soon as it's available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, space weather, satellite imagery				
NOAA Space Weather Forecast and Observation Data - NOAA Space Weather Prediction Center Forecasts	NOAA Space Weather Prediction Center Forecasts	arn:aws:s3:::noaa-swpc-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-swpc-pds.s3.amazonaws.com/index.html)']	https://www.swpc.noaa.gov/products-and-data	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	The update frequencies of the space weather dataset range from one minute observ	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, meteorological, solar, weather				
NOAA Space Weather Forecast and Observation Data - New data notifications for NOAA Space Weather Prediction Center Forecasts, only	New data notifications for NOAA Space Weather Prediction Center Forecasts, only	arn:aws:sns:us-east-1:123901341784:NewSWPCObject	us-east-1	SNS Topic		https://www.swpc.noaa.gov/products-and-data	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	The update frequencies of the space weather dataset range from one minute observ	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, meteorological, solar, weather				
NOAA Terrestrial Climate Data Records - Leaf Area Index	Leaf Area Index	arn:aws:s3:::noaa-cdr-leaf-area-index-fapar-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-leaf-area-index-fapar-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Terrestrial Climate Data Records - NDVI	NDVI	arn:aws:s3:::noaa-cdr-ndvi-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-ndvi-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Terrestrial Climate Data Records - Snow Cover Extent	Snow Cover Extent	arn:aws:s3:::noaa-cdr-snow-cover-ext-north-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cdr-snow-cover-ext-north-pds.s3.amazonaws.com/index.html)']	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA U.S. Climate Gridded Dataset (NClimGrid) - Daily NClimGrid Data	Daily NClimGrid Data	arn:aws:s3:::noaa-nclimgrid-daily-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nclimgrid-daily-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Monthly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA U.S. Climate Gridded Dataset (NClimGrid) - Monthly NClimGrid Data	Monthly NClimGrid Data	arn:aws:s3:::noaa-nclimgrid-monthly-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nclimgrid-monthly-pds.s3.amazonaws.com/index.html)']	https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Monthly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA U.S. Climate Gridded Dataset (NClimGrid) - New data notifications for Daily NClimGrid, only Lambda and SQS protocols allowe	New data notifications for Daily NClimGrid, only Lambda and SQS protocols allowe	arn:aws:sns:us-east-1:123901341784:NewNClimGridMonthlyObject	us-east-1	SNS Topic		https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Monthly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA U.S. Climate Gridded Dataset (NClimGrid) - New data notifications for Daily NClimGrid, only Lambda and SQS protocols allowe	New data notifications for Daily NClimGrid, only Lambda and SQS protocols allowe	arn:aws:sns:us-east-1:123901341784:NewNClimGridDailyObject	us-east-1	SNS Topic		https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Monthly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA U.S. Climate Normals	US Climate Normals Data	arn:aws:s3:::noaa-normals-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-normals-pds.s3.amazonaws.com/index.html)']	[https://www.ncei.noaa.gov/products/us-climate-normals](https://www.ncei.noaa.go	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Data is updated on 10 year cycles or when corrections are implemented.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, sustainability, weather				
NOAA Unified Forecast System (UFS) Coastal Model - NOAA Coastal Lidar Dataset New Dataset Notification	NOAA Coastal Lidar Dataset New Dataset Notification	arn:aws:sns:us-east-1:709902155096:NewUFSCOASTALObject	us-east-1	SNS Topic		https://ufs-coastal-application.readthedocs.io/en/latest/index.html	For any questions regarding data delivery or any general questions regarding the	[NOAA](https://www.noaa.gov/)	Periodically, as new data becomes available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, elevation, disaster response, geospatial, lidar, stac				
NOAA Unified Forecast System (UFS) Coastal Model - NOAA UFS Coastal Data	NOAA UFS Coastal Data	arn:aws:s3:::noaa-ufs-coastal-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ufs-coastal-pds.s3.amazonaws.com/index.html)']	https://ufs-coastal-application.readthedocs.io/en/latest/index.html	For any questions regarding data delivery or any general questions regarding the	[NOAA](https://www.noaa.gov/)	Periodically, as new data becomes available	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, elevation, disaster response, geospatial, lidar, stac				
NOAA Unified Forecast System (UFS) Global Ensemble Forecast System (GEFS) Version 13 Replay - New data notifications for UFS / GEFS Replay Data, only Lambda and SQS protocols	New data notifications for UFS / GEFS Replay Data, only Lambda and SQS protocols	arn:aws:sns:us-east-1:123901341784:NewUFS-GEFSObject	us-east-1	SNS Topic		https://psl.noaa.gov/data/ufs_replay/	For questions regarding data content or quality, visit [the NOAA GEFS Replay sit	[NOAA](http://www.noaa.gov/)	Static	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Unified Forecast System (UFS) Global Ensemble Forecast System (GEFS) Version 13 Replay - UFS / GEFS Replay Data	UFS / GEFS Replay Data	arn:aws:s3:::-noaa-ufs-gefsv13replay-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ufs-gefsv13replay-pds.s3.amazonaws.com/index.html)']	https://psl.noaa.gov/data/ufs_replay/	For questions regarding data content or quality, visit [the NOAA GEFS Replay sit	[NOAA](http://www.noaa.gov/)	Static	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Unified Forecast System (UFS) Hierarchical Testing Framework (HTF) - NOAA Unified Forecast System (UFS) Hierarchical Testing Framework (HTF) Data	NOAA Unified Forecast System (UFS) Hierarchical Testing Framework (HTF) Data	arn:aws:s3:::noaa-ufs-htf-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ufs-htf-pds.s3.amazonaws.com/index.html)']	https://epic-ufs-htf.readthedocs.io/en/develop/	For questions regarding data content or quality, visit https://github.com/NOAA-E	[NOAA](http://www.noaa.gov/)	The UFS HTF is in its prototype phase and will be updated as new case studies ar	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather, oceans				
NOAA Unified Forecast System (UFS) Hierarchical Testing Framework (HTF) - New data notifications for UFS HTF, only Lambda and SQS protocols allowed	New data notifications for UFS HTF, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:709902155096:NewNWSUFSHTFObject	us-east-1	SNS Topic		https://epic-ufs-htf.readthedocs.io/en/develop/	For questions regarding data content or quality, visit https://github.com/NOAA-E	[NOAA](http://www.noaa.gov/)	The UFS HTF is in its prototype phase and will be updated as new case studies ar	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather, oceans				
NOAA Unified Forecast System (UFS) Land Data Assimilation (DA) System - New data notifications for UFS Land Data Assimilation (DA) System, only Lambda a	New data notifications for UFS Land Data Assimilation (DA) System, only Lambda a	arn:aws:sns:us-east-1:709902155096:NewUFSLANDDAObject	us-east-1	SNS Topic		https://land-da.readthedocs.io/en/latest/	For questions regarding data content or quality, visit https://github.com/NOAA-E	[NOAA](http://www.noaa.gov/)	These are stable datasets for use with the Land DA System. They will not be upda	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Unified Forecast System (UFS) Land Data Assimilation (DA) System - Unified Forecast System (UFS) Land Data Assimilation (DA) System	Unified Forecast System (UFS) Land Data Assimilation (DA) System	arn:aws:s3:::noaa-ufs-land-da-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ufs-land-da-pds.s3.amazonaws.com/index.html)']	https://land-da.readthedocs.io/en/latest/	For questions regarding data content or quality, visit https://github.com/NOAA-E	[NOAA](http://www.noaa.gov/)	These are stable datasets for use with the Land DA System. They will not be upda	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Unified Forecast System (UFS) Marine Reanalysis: 1979-2019	NOAA UFS Marine Reanalysis 1979-2019 data	arn:aws:s3:::noaa-ufs-rnrmarine-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ufs-rnrmarine-pds.s3.amazonaws.com/index.html)']	https://vlab.noaa.gov/web/ufs-r2o/ NWS Disclaimer https://www.weather.gov/discla	For questions regarding data content or quality, visit https://vlab.noaa.gov/web	[NOAA](http://www.noaa.gov/)	The UFS-DATM-MOM6-CICE6 model free run output contains continuous files from 197	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Unified Forecast System Short-Range Weather (UFS SRW) Application - New data notifications for UFS Short-Range Weather data, only Lambda and SQS pro	New data notifications for UFS Short-Range Weather data, only Lambda and SQS pro	arn:aws:sns:us-east-1:709902155096:NewUFSSRWObject	us-east-1	SNS Topic		https://ufs-srweather-app.readthedocs.io/en/develop/	For questions regarding data content or quality, visit  https://github.com/ufs-c	[NOAA](http://www.noaa.gov/)	These are stable datasets for use with the SRW Application. They will not be upd	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Unified Forecast System Short-Range Weather (UFS SRW) Application - Unified Forecast System Short-Range Weather (UFS SRW) Application data	Unified Forecast System Short-Range Weather (UFS SRW) Application data	arn:aws:s3:::noaa-ufs-srw-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ufs-srw-pds.s3.amazonaws.com/index.html)']	https://ufs-srweather-app.readthedocs.io/en/develop/	For questions regarding data content or quality, visit  https://github.com/ufs-c	[NOAA](http://www.noaa.gov/)	These are stable datasets for use with the SRW Application. They will not be upd	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Unified Forecast System Subseasonal to Seasonal Prototypes - New data notifications for UFS Prototype, only Lambda and SQS protocols allowed	New data notifications for UFS Prototype, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewUfsPrototypesObject	us-east-1	SNS Topic		https://vlab.noaa.gov/web/ufs-r2o/dataproducts NWS Disclaimer https://www.weathe	For questions regarding data content or quality, visit https://vlab.noaa.gov/web	[NOAA](http://www.noaa.gov/)	A Prototype is a retrospective run for the period from 2011 to 2018. The runs ar	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather, oceans				
NOAA Unified Forecast System Subseasonal to Seasonal Prototypes - UFS prototype files (5, 6, 7, & 8)	UFS prototype files (5, 6, 7, & 8)	arn:aws:s3:::noaa-ufs-prototypes-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ufs-prototypes-pds.s3.amazonaws.com/index.html)']	https://vlab.noaa.gov/web/ufs-r2o/dataproducts NWS Disclaimer https://www.weathe	For questions regarding data content or quality, visit https://vlab.noaa.gov/web	[NOAA](http://www.noaa.gov/)	A Prototype is a retrospective run for the period from 2011 to 2018. The runs ar	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather, oceans				
NOAA Unified Forecast System Weather Model (UFS-WM) Regression Tests - New data notifications for UFS Weather Model Regression data, only Lambda and SQ	New data notifications for UFS Weather Model Regression data, only Lambda and SQ	arn:aws:sns:us-east-1:709902155096:NewUFSObject	us-east-1	SNS Topic		https://ufs-weather-model.readthedocs.io/en/ufs-v1.0.0/index.html	For questions regarding data content or quality, visit  https://github.com/ufs-c	[NOAA](http://www.noaa.gov/)	The input and baseline datasets are updated for the latest two-months of develop	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Unified Forecast System Weather Model (UFS-WM) Regression Tests - Unified Forecast System Weather Model (UFS-WM) Regression Tests data	Unified Forecast System Weather Model (UFS-WM) Regression Tests data	arn:aws:s3:::noaa-ufs-regtests-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-ufs-regtests-pds.s3.amazonaws.com/index.html)']	https://ufs-weather-model.readthedocs.io/en/ufs-v1.0.0/index.html	For questions regarding data content or quality, visit  https://github.com/ufs-c	[NOAA](http://www.noaa.gov/)	The input and baseline datasets are updated for the latest two-months of develop	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Wang Sheeley Arge (WSA) Enlil - NOAA WSA-Enlil Products	NOAA WSA-Enlil Products	arn:aws:s3:::noaa-wsa-enlil-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-wsa-enlil-pds.s3.amazonaws.com/index.html)']	https://www.swpc.noaa.gov/products/wsa-enlil-solar-wind-prediction	For any questions regarding WSA-Ensil data, please contact Eric Adamson (eric.ad	[NOAA](http://www.noaa.gov/)	Only model output from model runs containing CMEs are provided here. As these ru	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, meteorological, solar, weather				
NOAA Wang Sheeley Arge (WSA) Enlil - New data notifications for NOAA WSA-Enlil Products, only Lambda and SQS protocol	New data notifications for NOAA WSA-Enlil Products, only Lambda and SQS protocol	arn:aws:sns:us-east-1:709902155096:NewSWPCWSAEnlilObject	us-east-1	SNS Topic		https://www.swpc.noaa.gov/products/wsa-enlil-solar-wind-prediction	For any questions regarding WSA-Ensil data, please contact Eric Adamson (eric.ad	[NOAA](http://www.noaa.gov/)	Only model output from model runs containing CMEs are provided here. As these ru	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, meteorological, solar, weather				
NOAA Water-Column Sonar Data Archive	NCEI Water-Column Sonar Data Archive	arn:aws:s3:::noaa-wcsd-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-wcsd-pds.s3.amazonaws.com/index.html)']	https://cires.gitbook.io/ncei-wcsd-archive/	wcd.info@noaa.gov	[NOAA](https://www.ngdc.noaa.gov/mgg/wcd/)	New water-column sonar data are added regularly as they are provided to the arch	The data may be used and redistributed for free but is not intended for legal us	aws-pds, earth observation, biodiversity, ecosystems, environmental, geospatial, mapping, oceans				
NOAA Wave Ensemble Reforecast - NOAA Wave Ensemble Reforecast Data	NOAA Wave Ensemble Reforecast Data	arn:aws:s3:::noaa-nws-gefswaves-reforecast-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nws-gefswaves-reforecast-pds.s3.amazonaws.com/index.html)']	https://github.com/NOAA-EMC/gefswaves_reforecast/wiki  https://github.com/NOAA-E	For questions related to wave modeling and the ensemble reforecast available, pl	[NOAA](http://www.noaa.gov/)	Quarterly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Wave Ensemble Reforecast - New data notifications for NOAA Wave Ensemble Reforecast, only Lambda and SQS pr	New data notifications for NOAA Wave Ensemble Reforecast, only Lambda and SQS pr	arn:aws:sns:us-east-1:709902155096:NewWERObject	us-east-1	SNS Topic		https://github.com/NOAA-EMC/gefswaves_reforecast/wiki  https://github.com/NOAA-E	For questions related to wave modeling and the ensemble reforecast available, pl	[NOAA](http://www.noaa.gov/)	Quarterly	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, meteorological, weather				
NOAA Whole Atmosphere Model-Ionosphere Plasmasphere Electrodynamics (WAM-IPE) Forecast System (WFS) - NOAA WAM-IPE Products	NOAA WAM-IPE Products	arn:aws:s3:::noaa-nws-wam-ipe-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nws-wam-ipe-pds.s3.amazonaws.com/index.html)']	https://www.swpc.noaa.gov/products/wam-ipe	For any questions regarding WAM-IPE data, please contact Adam Kubaryk (adam.kuba	[NOAA](http://www.noaa.gov/)	The update frequencies of the WAM-IPE dataset range from 10 minutes to 6 hours d	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, meteorological, solar, weather				
NOAA Whole Atmosphere Model-Ionosphere Plasmasphere Electrodynamics (WAM-IPE) Forecast System (WFS) - New data notifications for NOAA WAM-IPE Products, only Lambda and SQS protocols	New data notifications for NOAA WAM-IPE Products, only Lambda and SQS protocols	arn:aws:sns:us-east-1:709902155096:NewWIFSObject	us-east-1	SNS Topic		https://www.swpc.noaa.gov/products/wam-ipe	For any questions regarding WAM-IPE data, please contact Adam Kubaryk (adam.kuba	[NOAA](http://www.noaa.gov/)	The update frequencies of the WAM-IPE dataset range from 10 minutes to 6 hours d	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, meteorological, solar, weather				
NOAA nClimGrid and Livneh Gridded Historical Climate Observation Thresholds - New data notifications for nClimGride and Livneh Gridded Historical Observation	New data notifications for nClimGride and Livneh Gridded Historical Observation	arn:aws:sns:us-west-2:123901341784:NewCRIS-HISTObject	us-east-1	SNS Topic		For information, please consult https://cris.climate.gov/pages/about-the-data.	For any questions regarding the NOAA Open Data Dissemination (NODD) Program, ema	[NOAA](http://www.noaa.gov/)	"None
"	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, environmental, meteorological, weather				
NOAA nClimGrid and Livneh Gridded Historical Climate Observation Thresholds - nClimGrid and Livneh Gridded Historical Observation Thresholds	nClimGrid and Livneh Gridded Historical Observation Thresholds	arn:aws:s3:::noaa-cris-hist-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-cris-hist-pds.s3.amazonaws.com/index.html)']	For information, please consult https://cris.climate.gov/pages/about-the-data.	For any questions regarding the NOAA Open Data Dissemination (NODD) Program, ema	[NOAA](http://www.noaa.gov/)	"None
"	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, climate, environmental, meteorological, weather				
NOAA's Coastal Ocean Reanalysis (CORA) Dataset: 1979-2022 - NOAA’s Coastal Ocean Reanalysis (CORA) Dataset NetCDF	NOAA’s Coastal Ocean Reanalysis (CORA) Dataset NetCDF	arn:aws:s3:::noaa-nos-cora-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nos-cora-pds.s3.amazonaws.com/index.html)']	[NOAA Technical Report NOS CO-OPS 108: NOAA’s Coastal Ocean Reanalysis: Gulf of 	For questions regarding data content or quality, email CO-OPS.UserServices@noaa.	[NOAA’s National Ocean Service, The Center for Operational Oceanographic Product	Product dependent. At minimum, annually.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation, oceans				
NOAA's Coastal Ocean Reanalysis (CORA) Dataset: 1979-2022 - NOAA’s Coastal Ocean Reanalysis (CORA) Dataset Notifications	NOAA’s Coastal Ocean Reanalysis (CORA) Dataset Notifications	arn:aws:sns:us-east-1:709902155096:NewNOSCORAObject	us-east-1	SNS Topic		[NOAA Technical Report NOS CO-OPS 108: NOAA’s Coastal Ocean Reanalysis: Gulf of 	For questions regarding data content or quality, email CO-OPS.UserServices@noaa.	[NOAA’s National Ocean Service, The Center for Operational Oceanographic Product	Product dependent. At minimum, annually.	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation, oceans				
NOAA/PMEL Ocean Climate Stations Moorings - New data notifications for OCS moored buoy data, only Lambda and SQS protocols a	New data notifications for OCS moored buoy data, only Lambda and SQS protocols a	arn:aws:sns:us-east-1:709902155096:NewKeoPapaObject	us-east-1	SNS Topic		https://www.pmel.noaa.gov/ocs/ http://www.oceansites.org https://dods.ndbc.noaa.	For questions regarding data content or quality, users are directed to the OCS w	[NOAA](http://www.noaa.gov/)	KEO and Papa data on BDP are synchronized with the OceanSITES Global Data Assemb	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, environmental, oceans, weather				
NOAA/PMEL Ocean Climate Stations Moorings - OCS moored buoy data	OCS moored buoy data	arn:aws:s3:::noaa-oar-keo-papa-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-oar-keo-papa-pds.s3.amazonaws.com/index.html)']	https://www.pmel.noaa.gov/ocs/ http://www.oceansites.org https://dods.ndbc.noaa.	For questions regarding data content or quality, users are directed to the OCS w	[NOAA](http://www.noaa.gov/)	KEO and Papa data on BDP are synchronized with the OceanSITES Global Data Assemb	NOAA data disseminated through NODD are open to the public and can be used as de	aws-pds, climate, environmental, oceans, weather				
NREL National Solar Radiation Database - HSDS NSRDB domains	HSDS NSRDB domains	arn:aws:s3:::nrel-pds-hsds/nrel/nsrdb/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2Fnsrdb%2F)']	https://nsrdb.nrel.gov/	nsrdb@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar				
NREL National Solar Radiation Database - Meteorological Statistical Model 1 (MTS1) data (1961-1990) in HDF5 format	Meteorological Statistical Model 1 (MTS1) data (1961-1990) in HDF5 format	arn:aws:s3:::nrel-pds-nsrdb/mts1	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=mts1%2F)']	https://nsrdb.nrel.gov/	nsrdb@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar				
NREL National Solar Radiation Database - Meteorological Statistical Model 2 (MTS2) data (1991-2005) in HDF5 format	Meteorological Statistical Model 2 (MTS2) data (1991-2005) in HDF5 format	arn:aws:s3:::nrel-pds-nsrdb/mts2	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=mts2%2F)']	https://nsrdb.nrel.gov/	nsrdb@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar				
NREL National Solar Radiation Database - NREL Solar Radiation Datasets	NREL Solar Radiation Datasets	arn:aws:s3:::nrel-pds-nsrdb/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb)']	https://nsrdb.nrel.gov/	nsrdb@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar				
NREL National Solar Radiation Database - NSRDB 2km-10min data for the all of the Western Hemisphere (GOES full-disc	NSRDB 2km-10min data for the all of the Western Hemisphere (GOES full-disc	arn:aws:s3:::nrel-pds-nsrdb/full_disc/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=full_disc%2F)']	https://nsrdb.nrel.gov/	nsrdb@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar				
NREL National Solar Radiation Database - NSRDB 2km-5min data for the Contiguous United States (CONUS	NSRDB 2km-5min data for the Contiguous United States (CONUS	arn:aws:s3:::nrel-pds-nsrdb/conus/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=conus%2F)']	https://nsrdb.nrel.gov/	nsrdb@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar				
NREL National Solar Radiation Database - NSRDB 4km-10min data from the Himawari satellites starting in 2015 in HDF5	NSRDB 4km-10min data from the Himawari satellites starting in 2015 in HDF5	arn:aws:s3:::nrel-pds-nsrdb/himawari/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=himawari%2F)']	https://nsrdb.nrel.gov/	nsrdb@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar				
NREL National Solar Radiation Database - NSRDB 4km-15min data from the Meteosat satellites starting in 2017 in HDF5	NSRDB 4km-15min data from the Meteosat satellites starting in 2017 in HDF5	arn:aws:s3:::nrel-pds-nsrdb/meteosat/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=meteosat%2F)']	https://nsrdb.nrel.gov/	nsrdb@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar				
NREL National Solar Radiation Database - NSRDB Suny-India data (2000-2014	NSRDB Suny-India data (2000-2014	arn:aws:s3:::nrel-pds-nsrdb/india/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=india%2F)']	https://nsrdb.nrel.gov/	nsrdb@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar				
NREL National Solar Radiation Database - NSRDB synthetically downscaled 2km x 5min for Puerto Rico (1998-2017	NSRDB synthetically downscaled 2km x 5min for Puerto Rico (1998-2017	arn:aws:s3:::nrel-pds-nsrdb/v3/puerto_rico/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=v3%2Fpuerto_rico%2F)']	https://nsrdb.nrel.gov/	nsrdb@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar				
NREL National Solar Radiation Database - NSRDB v3 4km x 30min data (1998-2018	NSRDB v3 4km x 30min data (1998-2018	arn:aws:s3:::nrel-pds-nsrdb/v3/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=v3%2F)']	https://nsrdb.nrel.gov/	nsrdb@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar				
NREL National Solar Radiation Database - NSRDB v3 typical direct years (TDY	NSRDB v3 typical direct years (TDY	arn:aws:s3:::nrel-pds-nsrdb/v3/tdy/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=v3%2Ftdy%2F)']	https://nsrdb.nrel.gov/	nsrdb@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar				
NREL National Solar Radiation Database - NSRDB v3 typical global years (TGY	NSRDB v3 typical global years (TGY	arn:aws:s3:::nrel-pds-nsrdb/v3/tgy/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=v3%2Ftgy%2F)']	https://nsrdb.nrel.gov/	nsrdb@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar				
NREL National Solar Radiation Database - NSRDB v3 typical meteorological years (TMY	NSRDB v3 typical meteorological years (TMY	arn:aws:s3:::nrel-pds-nsrdb/v3/tmy/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=v3%2Ftmy%2F)']	https://nsrdb.nrel.gov/	nsrdb@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	Annually	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar				
NREL Wind Integration National Dataset - Bangladesh wind resource data (2014-2017) in HDF5 format	Bangladesh wind resource data (2014-2017) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/bangladesh/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=bangladesh%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Bias Corrected NOAA HRRR Wind Resource Data for Grid Integration Applications	Bias Corrected NOAA HRRR Wind Resource Data for Grid Integration Applications	arn:aws:s3:::nrel-pds-wtk/bchrrr/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=bchrrr%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Bias corrected Indonesia wind resource	Bias corrected Indonesia wind resource	arn:aws:s3:::nrel-pds-wtk/indonesia/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=indonesia%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - California offshore wind resource data (2000-2022) in HDF5 format	California offshore wind resource data (2000-2022) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/now23_california/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=now23_california%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Central Asia wind resource data (2015) in HDF5 format	Central Asia wind resource data (2015) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/central_asia/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=central_asia%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Data for the Eastern Wind Integration Study (2004-2006	Data for the Eastern Wind Integration Study (2004-2006	arn:aws:s3:::nrel-pds-wtk/eastern_wind/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=eastern_wind%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Data for the Western Wind Integration Study (2004-2006	Data for the Western Wind Integration Study (2004-2006	arn:aws:s3:::nrel-pds-wtk/western_wind/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=western_wind%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Great Lakes wind resource data (2000-2020) in HDF5 format	Great Lakes wind resource data (2000-2020) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/Great_Lakes/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=Great_Lakes%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Gulf of Mexico wind resource data (2000-2020) in HDF5 format	Gulf of Mexico wind resource data (2000-2020) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/gulf_of_mexico/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=gulf_of_mexico%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - HSDS WIND domains	HSDS WIND domains	arn:aws:s3:::nrel-pds-hsds/nrel/wtk/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2Fwtk%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - HSDS gridded WIND Toolkit domain	HSDS gridded WIND Toolkit domain	arn:aws:s3:::nrel-pds-hsds/nrel/wtk-us.h5	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2Fwtk-us.h5%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Hawaii Wind Resource data for (2000-2019) in HDF5 format	Hawaii Wind Resource data for (2000-2019) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/Hawaii/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=Hawaii%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - India wind resource data (2014) in HDF5 format	India wind resource data (2014) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/india/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=india%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Kazakhstan wind resource data (2015) in HDF5 format	Kazakhstan wind resource data (2015) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/kazakhstan/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=kazakhstan%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Long-Term ensemble dataset	Long-Term ensemble dataset	arn:aws:s3:::nrel-pds-wtk/wtk-led/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=wtk-led%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Maine wind resource data (2000-2020) in HDF5 format	Maine wind resource data (2000-2020) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/maine/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=maine%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Mid Atlantic Wind Resource data for (2000-2020) in HDF5 format	Mid Atlantic Wind Resource data for (2000-2020) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/Mid_Atlantic/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=Mid_Atlantic%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Mid Atlantic three-dimensional planetary boundary layer (3D PBL) scheme wind res	Mid Atlantic three-dimensional planetary boundary layer (3D PBL) scheme wind res	arn:aws:s3:::nrel-pds-wtk/mid_atlantic_3d_pbl/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=mid_atlantic_3d_pbl%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Mid Atlantic wind resource data with modeled wakes in HDF5 format	Mid Atlantic wind resource data with modeled wakes in HDF5 format	arn:aws:s3:::nrel-pds-wtk/NOW-WAKES_Mid_Atlantic/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=NOW-WAKES_Mid_Atlantic%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - NREL Wind Resource Datasets	NREL Wind Resource Datasets	arn:aws:s3:::nrel-pds-wtk/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - NW Pacific Wind Resource data for (2000-2019) in HDF5 format	NW Pacific Wind Resource data for (2000-2019) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/NW_Pacific/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=NW_Pacific%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Offshore California Wind Resource data for (2000-2019) in HDF5 format	Offshore California Wind Resource data for (2000-2019) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/Offshore_CA/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=Offshore_CA%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Philippines typical meteorological year data in HDF5 format	Philippines typical meteorological year data in HDF5 format	arn:aws:s3:::nrel-pds-wtk/philippines_tmy/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=philippines_tmy%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Philippines wind resource data (2017) in HDF5 format	Philippines wind resource data (2017) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/philippines/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=philippines%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Puerto Rico wind resource data (2001-2020) in HDF5 format	Puerto Rico wind resource data (2001-2020) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/pr100/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=pr100%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Source files for WIND Toolkit CONUS (2007-2014)	Source files for WIND Toolkit CONUS (2007-2014)	arn:aws:s3:::nrel-pds-wtk/conus/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=conus%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Source files for WIND Toolkit Canada (2007-2014)	Source files for WIND Toolkit Canada (2007-2014)	arn:aws:s3:::nrel-pds-wtk/canada/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=canada%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Source files for WIND Toolkit Mexico (2007-2014)	Source files for WIND Toolkit Mexico (2007-2014)	arn:aws:s3:::nrel-pds-wtk/mexico/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=mexico%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Source files for wtk-us gridded (2007-2013)	Source files for wtk-us gridded (2007-2013)	arn:aws:s3:::nrel-pds-wtk/wtk-us/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=wtk-us%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - South Atlantic offshore wind resource data (2000-2020) in HDF5 format	South Atlantic offshore wind resource data (2000-2020) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/south_atlantic/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=south_atlantic)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Southeast Asia wind resource data (2017-2021) in HDF5 format	Southeast Asia wind resource data (2017-2021) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/seasiawind/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=seasiawind%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Southeast Asia wind resource data v2 (2007-2021) in HDF5 format	Southeast Asia wind resource data v2 (2007-2021) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/seasiawind_v2/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=seasiawind_v2%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Southeast Asia wind resource data v3 (2007-2021) in HDF5 format	Southeast Asia wind resource data v3 (2007-2021) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/seasiawind_v3/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=seasiawind_v3%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Super-Resolution for Renewable Energy Resource Data with Wind from Reanalysis (S	Super-Resolution for Renewable Energy Resource Data with Wind from Reanalysis (S	arn:aws:s3:::nrel-pds-wtk/sup3rwind/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=sup3rwind%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Techno-economic subset of the WIND Toolkit by location in netCDF	Techno-economic subset of the WIND Toolkit by location in netCDF	arn:aws:s3:::nrel-pds-wtk/wtk-techno-economic/pywtk-data/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=wtk-techno-economic%2Fpywtk-data%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NREL Wind Integration National Dataset - Vietnam wind resource data (2016-2018) in HDF5 format	Vietnam wind resource data (2016-2018) in HDF5 format	arn:aws:s3:::nrel-pds-wtk/vietnam/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=vietnam%2F)']	https://www.nrel.gov/grid/wind-toolkit.html	wind-toolkit@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As Needed	Creative Commons Attribution 3.0 United States License	aws-pds, environmental, geospatial, meteorological				
NSF NCAR Curated ECMWF Reanalysis 5 (ERA5) - ERA5 NetCDF4 Data Files	ERA5 NetCDF4 Data Files	arn:aws:s3:::nsf-ncar-era5	us-west-2	S3 Bucket	['[Browse Bucket](https://nsf-ncar-era5.s3.amazonaws.com/index.html)']	https://doi.org/10.5065/BH6N-5N20	rdahelp@ucar.edu	[NSF National Center for Atmospheric Research](https://ncar.ucar.edu/)	Monthly, with a 3-4 month lag from realtime	https://www.ucar.edu/terms-of-use/data	climate, model, atmosphere, land, data assimilation, forecast, meteorological, weather, geoscience, geospatial, aws-pds, netcdf				
NSF NCAR Curated ECMWF Reanalysis 5 (ERA5) - Notifications for the NSF NCAR ERA5 bucket	Notifications for the NSF NCAR ERA5 bucket	arn:aws:sns:us-west-2:891377163634:nsf-ncar-era5-object_created	us-west-2	SNS Topic		https://doi.org/10.5065/BH6N-5N20	rdahelp@ucar.edu	[NSF National Center for Atmospheric Research](https://ncar.ucar.edu/)	Monthly, with a 3-4 month lag from realtime	https://www.ucar.edu/terms-of-use/data	climate, model, atmosphere, land, data assimilation, forecast, meteorological, weather, geoscience, geospatial, aws-pds, netcdf				
NUVIEW - Multi-State Geospatial Data - Imagery	Imagery	arn:aws:s3:::nuview-state-opendata	us-west-2	S3 Bucket		Documentation is available for this data at the [s22s/nuview-state-opendata GitH	support@nuview.space	[NUVIEW](https://nuview.space/)	Project-based updates.	"CC0 ""Public Domain"" (or state/agency-specific open data licenses)"	aws-pds, geospatial, satellite imagery, natural resource, sustainability, disaster response, dem, lidar				
NUVIEW - Multi-State Geospatial Data - New data notifications	New data notifications	arn:aws:sns:us-west-2:830737158982:nuview-state-opendata-object_created	us-west-2	SNS Topic		Documentation is available for this data at the [s22s/nuview-state-opendata GitH	support@nuview.space	[NUVIEW](https://nuview.space/)	Project-based updates.	"CC0 ""Public Domain"" (or state/agency-specific open data licenses)"	aws-pds, geospatial, satellite imagery, natural resource, sustainability, disaster response, dem, lidar				
National Climate Database (NCDB) - HSDS NCDB Domains	HSDS NCDB Domains	arn:aws:s3:::nrel-pds-hsds/nrel/ncdb/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2Fncdb%2F)']	https://nsrdb.nrel.gov/	Manajit.Sengupta@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar, climate projections, CMIP5, CMIP6				
National Climate Database (NCDB) - NCDB CONUS 4km Hourly CONUS (2006-2100) in HDF5 format	NCDB CONUS 4km Hourly CONUS (2006-2100) in HDF5 format	arn:aws:s3:::nrel-pds-ncdb/4km-Hourly-CONUS/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-ncdb&prefix=v3%2F4km-Hourly-CONUS%2F)']	https://nsrdb.nrel.gov/	Manajit.Sengupta@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar, climate projections, CMIP5, CMIP6				
National Climate Database (NCDB) - National Climate Database (NCDB)	National Climate Database (NCDB)	arn:aws:s3:::nrel-pds-ncdb/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-ncdb)']	https://nsrdb.nrel.gov/	Manajit.Sengupta@nrel.gov	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, earth observation, energy, geospatial, meteorological, solar, climate projections, CMIP5, CMIP6				
National Herbarium of Israel	HUJ Herbarium Collection Images	arn:aws:s3:::hujinnhc/specify_assets/	il-central-1	S3 Bucket		https://bit.ly/HUJVirtualHerbarium	Eyal.Ben-Hur@mail.huji.ac.il	National Natural History Collections, The Hebrew University of Jerusalem	Monthly	CC-BY-SA 4.0	biology, life sciences, biodiversity, environmental, climate, digital preservation, imaging, image processing, aws-pds				
National Herbarium of NSW	Herbarium Collection Image files	arn:aws:s3:::herbariumnsw-pds	ap-southeast-2	S3 Bucket		https://www.rbgsyd.nsw.gov.au/science/national-herbarium-of-new-south-wales	Hannah.McPherson@rbgsyd.nsw.gov.au	Royal Botanic Gardens and Domain Trust	Quarterly	https://creativecommons.org/licenses/by/4.0/legalcode	aws-pds, agriculture, biodiversity, biology, climate, digital preservation, ecosystems, environmental				
Natural Earth	Shapefile downloads in ZIP archives	arn:aws:s3:::naturalearth	us-west-2	S3 Bucket		https://www.naturalearthdata.com/downloads/	https://github.com/nvkelso/natural-earth-vector/issues	North American Cartographic Information Society (nacis.org)	As needed	Public Domain. https://www.naturalearthdata.com/about/terms-of-use/	aws-pds, mapping, geospatial, global, tiles, earth observation, population	False			
New Jersey Statewide Digital Aerial Imagery Catalog	New Jersey digital orthophotography archive	arn:aws:s3:::njogis-imagery	us-west-2	S3 Bucket		https://njgin.nj.gov/njgin/edata/imagery/index.html	njgin@oit.nj.gov	The New Jersey Office of GIS, NJ Office of Information Technology	None	"The State of New Jersey provides the service ""as is"". The State makes no guarant"	aerial imagery, aws-pds, earth observation, geospatial, imaging, mapping, cog				
New Jersey Statewide LiDAR	New Jersey digital elevation data archive, LiDAR derived products	arn:aws:s3:::njogis-elevation	us-west-2	S3 Bucket		https://njgin.nj.gov/njgin/edata/elevation/index.html	njgin@oit.nj.gov	The New Jersey Office of GIS, NJ Office of Information Technology	None	"The State of New Jersey provides the service ""as is"". The State makes no guarant"	aws-pds, lidar, elevation, geospatial, mapping				
New York City Taxi and Limousine Commission (TLC) Trip Record Data	PARQUET files containing NYC TLC trip data	arn:aws:s3:::nyc-tlc	us-east-1	S3 Bucket		https://www1.nyc.gov/site/tlc/about/tlc-trip-record-data.page	research@tlc.nyc.gov	City of New York Taxi and Limousine Commission	As soon as new data is available to be shared publicly.	http://www1.nyc.gov/home/terms-of-use.page	aws-pds, cities, urban, transportation		True		
New Zealand Coastal Elevation	New Zealand Coastal Elevation with accompanying metadata	arn:aws:s3:::nz-coastal	ap-southeast-2	S3 Bucket		https://github.com/linz/coastal	hydrosurvey@linz.govt.nz	[Toitū Te Whenua Land Information New Zealand](https://www.linz.govt.nz)	New coastal elevation data will regularly be added, as part of being published t	Toitū Te Whenua Land Information New Zealand is the copyright owner for the coas	aws-pds, coastal, elevation, lidar, earth observation, stac, cog, geospatial				
New Zealand Elevation	New Zealand Elevation with accompanying metadata	arn:aws:s3:::nz-elevation	ap-southeast-2	S3 Bucket		https://github.com/linz/elevation	elevation@linz.govt.nz	[Toitū Te Whenua Land Information New Zealand](https://www.linz.govt.nz)	New elevation data will regularly be added, as part of being published to the LI	Toitū Te Whenua Land Information New Zealand does not own the copyright for all 	aws-pds, elevation, earth observation, stac, cog, geospatial				
New Zealand Imagery	New Zealand Imagery with accompanying metadata	arn:aws:s3:::nz-imagery	ap-southeast-2	S3 Bucket		https://github.com/linz/imagery	imagery@linz.govt.nz	[Toitū Te Whenua Land Information New Zealand](https://www.linz.govt.nz)	New imagery will regularly be added, as part of being published to the LINZ Data	Toitū Te Whenua Land Information New Zealand does not own the copyright for all 	aws-pds, aerial imagery, satellite imagery, earth observation, stac, cog, geospatial				
Nighttime-Fire-Flare	NASA Black Marble Combustion Detections, Earth Science Training Data	arn:aws:s3:::us-west-2.opendata.source.coop/vnp46a1_thermal_anomaly/	us-west-2	S3 Bucket		https://docs.google.com/document/d/e/2PACX-1vSeDj3BbmvKCrFY3aimZ7-0eMhEN0OFIFk1J	schakraborty@usra.edu	[USRA](https://srijachakraborty.com/) and [NASA Black Marble](https://blackmarbl	New combustion detections are added whenever it is available and with model upda	There are no restrictions on the use of this data.	aws-pds, anomaly detection, classification, earth observation, satellite imagery, disaster response, socioeconomic, environmental, urban, NASA SMD AI				
Normalized Difference Urban Index (NDUI)	NDUI-2000 on a global land scale	arn:aws:s3:::qinglinglab-ndui-2000	us-west-2	S3 Bucket		https://github.com/yifwahaha/NDUI_work_flow/blob/master/User's%20Guide%20-%20202	zhangqling@mail.sysu.edu.cn	Remote Sensing Big Data Intelligent Application Laboratory, School of Aeronautic	Next year's NDUI is added as soon as it is available.	There are no restrictions on the use of this data.	aws-pds, earth observation, geospatial, urban, satellite imagery				
Northern California Earthquake Data	Seismic waveform data (miniSEED format), metadata (FDSNStationXML format) and ea	arn:aws:s3:::ncedc-pds	us-west-2	S3 Bucket		https://ncedc.org/db/cloud.html	stephane@berkeley.edu	[Northern California Earthquake Data Center](https://ncedc.org)	Daily	NCEDC hereby grants the non-exclusive, royalty free, non-transferable, worldwide	aws-pds, earth observation, earthquakes, seismology				
OPERA Coregistered Single-Look Complex from Sentinel-1 Static Layers validated product (Version 1)	OPERA Coregistered Single-Look Complex from Sentinel-1 Static Layers validated p	arn:aws:s3:::asf-cumulus-prod-opera-products/OPERA_L2_CSLC-S1_STATIC/	us-west-2	S3 Bucket		https://doi.org/10.5067/SNWG/OPERA_L2_CSLC-S1-STATIC_V1	Email: uso@asf.alaska.edu. Home Page: https://www.asf.alaska.edu/	NASA	From 2014-04-03 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, coastal, earth observation, hdf, ice, land, metadata, oceans, orbit, radar, sentinel-1, synthetic aperture radar, xml	False			https://cumulus.asf.alaska.edu/s3credentials
OPERA Coregistered Single-Look Complex from Sentinel-1 validated product (Version 1)	OPERA Coregistered Single-Look Complex from Sentinel-1 validated product (Versio	arn:aws:s3:::asf-cumulus-prod-opera-products/OPERA_L2_CSLC-S1/	us-west-2	S3 Bucket		https://doi.org/10.5067/SNWG/OPERA_L2_CSLC-S1_V1	Email: uso@asf.alaska.edu. Home Page: https://www.asf.alaska.edu/	NASA	From 2014-06-15 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, coastal, earth observation, hdf, ice, land, metadata, oceans, orbit, radar, sentinel-1, synthetic aperture radar, xml	False			https://cumulus.asf.alaska.edu/s3credentialsREADME
OPERA Dynamic Surface Water Extent from Harmonized Landsat Sentinel-2 product (Version 1)	OPERA Dynamic Surface Water Extent from Harmonized Landsat Sentinel-2 product (V	arn:aws:s3:::podaac-ops-cumulus-protected/OPERA_L3_DSWX-HLS_V1	us-west-2	S3 Bucket		https://doi.org/10.5067/OPDSW-PL3V1	Help Desk: podaac@podaac.jpl.nasa.gov. Home Page: https://podaac.jpl.nasa.gov/	NASA	From 2023-04-04 to Ongoing (Daily - < Weekly)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, cog, datacenter, earth observation, ice, land, land cover, metadata, surface water, water	False			https://archive.podaac.earthdata.nasa.gov/s3credentials
OPERA Dynamic Surface Water Extent from Sentinel-1 (Version 1)	OPERA Dynamic Surface Water Extent from Sentinel-1 (Version 1)	arn:aws:s3:::podaac-ops-cumulus-protected/OPERA_L3_DSWX-S1_V1	us-west-2	S3 Bucket		https://doi.org/10.5067/OPDSWS1-L3V1	Help Desk: podaac@podaac.jpl.nasa.gov. Home Page: https://podaac.jpl.nasa.gov/	NASA	From 2024-08-01 to Ongoing (Daily - < Weekly)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, cog, datacenter, earth observation, global, land, orbit, radar, sentinel-1, surface water, water	False			https://archive.podaac.earthdata.nasa.gov/s3credentials
OPERA Land Surface Disturbance Alert from Harmonized Landsat Sentinel-2 product (Version 1)	OPERA Land Surface Disturbance Alert from Harmonized Landsat Sentinel-2 product	arn:aws:s3:::lp-protected/OPERA_L3_DIST-ALERT-HLS_V1.001	us-west-2	S3 Bucket		https://doi.org/10.5067/SNWG/OPERA_L3_DIST-ALERT-HLS_V1.001	Email: lpdaac@usgs.gov. Home Page: https://lpdaac.usgs.gov/	NASA	From 2022-01-01 to Ongoing (Daily - < Weekly)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, cog, earth observation, environmental, global, land, land cover, land use, satellite imagery	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
OPERA Land Surface Disturbance Alert from Harmonized Landsat Sentinel-2 provisional product (Version 0)	OPERA Land Surface Disturbance Alert from Harmonized Landsat Sentinel-2 provisio	arn:aws:s3:::lp-protected/OPERA_DIST-ALERT-HLS_PROVISIONAL_V0.000	us-west-2	S3 Bucket		https://doi.org/10.5067/SNWG/OPERA_L3_DIST-ALERT-HLS_PROVISIONAL_V0.000	Email: lpdaac@usgs.gov. Home Page: https://lpdaac.usgs.gov/	NASA	From 2022-01-01 to 2024-02-26	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, cog, earth observation, environmental, global, land, land cover, land use	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
OPERA Land Surface Disturbance Annual from Harmonized Landsat Sentinel-2 product (Version 1)	OPERA Land Surface Disturbance Annual from Harmonized Landsat Sentinel-2 product	arn:aws:s3:::lp-protected/OPERA_L3_DIST-ANN-HLS_V1.001	us-west-2	S3 Bucket		https://doi.org/10.5067/SNWG/OPERA_L3_DIST-ANN-HLS_V1.001	Email: lpdaac@usgs.gov. Home Page: https://lpdaac.usgs.gov/	NASA	From 2022-01-01 to Ongoing (Annual)	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, cog, earth observation, environmental, global, land, land cover, land use	False			https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials
OPERA Radiometric Terrain Corrected SAR Backscatter from Sentinel-1 Static Layers validated product (Version 1)	OPERA Radiometric Terrain Corrected SAR Backscatter from Sentinel-1 Static Layer	arn:aws:s3:::asf-cumulus-prod-opera-products/OPERA_L2_RTC-S1_STATIC/	us-west-2	S3 Bucket		https://doi.org/10.5067/SNWG/OPERA_L2_RTC-S1-STATIC_V1	Email: uso@asf.alaska.edu. Home Page: https://www.asf.alaska.edu/	NASA	From 2014-04-03 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, coastal, cog, earth observation, geoscience, global, ice, land, metadata, oceans, orbit, radar, sentinel-1, synthetic aperture radar, tiff, xml	False			https://cumulus.asf.alaska.edu/s3credentialsREADME
OPERA Radiometric Terrain Corrected SAR Backscatter from Sentinel-1 validated product (Version 1)	OPERA Radiometric Terrain Corrected SAR Backscatter from Sentinel-1 validated pr	arn:aws:s3:::asf-cumulus-prod-opera-products/OPERA_L2_RTC-S1/	us-west-2	S3 Bucket		https://doi.org/10.5067/SNWG/OPERA_L2_RTC-S1_V1	Email: uso@asf.alaska.edu. Home Page: https://www.asf.alaska.edu/	NASA	From 2016-04-14 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, coastal, earth observation, geoscience, global, hdf, ice, land, metadata, oceans, orbit, radar, sentinel-1, soil moisture, synthetic aperture radar, tiff, xml	False			https://cumulus.asf.alaska.edu/s3credentials
OPERA Surface Displacement from Sentinel-1 validated product (Version 1)	OPERA Surface Displacement from Sentinel-1 validated product (Version 1)	arn:aws:s3:::asf-cumulus-prod-opera-products/OPERA_L3_DISP-S1_V1/	us-west-2	S3 Bucket		https://doi.org/10.5067/SNWG/OPL3DISPS1-V1	Email: uso@asf.alaska.edu. Home Page: https://www.asf.alaska.edu/	NASA	From 2016-07-01 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, earth observation, land, metadata, netcdf, orbit, radar, sentinel-1, synthetic aperture radar, xml, zarr	False			https://cumulus.asf.alaska.edu/s3credentials
OSAP 2022 Modeling Platform  - Notification for the 2022 Modeling Platform bucket	Notification for the 2022 Modeling Platform bucket	arn:aws:sns:us-east-1:127085394039:epa-2022-modeling-platform-object_created	us-east-1	SNS Topic		2022 WRF Modeling TSD:  https://bit.ly/2022WRF2022 Emissions Base Case: https://	Misenis.Chris@epa.gov	U.S. Environmental Protection Agency (https://www.epa.gov)	As needed	These datasets are products of the U.S. Government and are intended for public a	aws-pds, air quality, regulatory, weather, meteorological, environmental				
OSAP 2022 Modeling Platform  - The 2022 WRF output are stored as uncompressed netcdf/hdf5 formatted files in  t	The 2022 WRF output are stored as uncompressed netcdf/hdf5 formatted files in  t	arn:aws:s3:::epa-2022-modeling-platform	us-east-1	S3 Bucket	['[Browse Bucket](https://epa-2022-modeling-platform.s3.amazonaws.com/index.html)']	2022 WRF Modeling TSD:  https://bit.ly/2022WRF2022 Emissions Base Case: https://	Misenis.Chris@epa.gov	U.S. Environmental Protection Agency (https://www.epa.gov)	As needed	These datasets are products of the U.S. Government and are intended for public a	aws-pds, air quality, regulatory, weather, meteorological, environmental				
Ocean Biodiversity Information System (OBIS) species occurrence data	Ocean Biodiversity Information System (OBIS) species occurrence data as GeoParqu	arn:aws:s3:::obis-open-data	us-east-1	S3 Bucket	['[Browse bucket](https://obis-open-data.s3.amazonaws.com/index.html)']	Documentation for this dataset is available at https://github.com/iobis/obis-ope	helpdesk@obis.org	The Ocean Biodiversity Information System (OBIS)	Weekly	https://creativecommons.org/licenses/by-nc/4.0/	biodiversity, coastal, oceans, conservation, ecosystems, environmental, geospatial, water, life sciences				
Ocean Radar - Capricorn bunker group site - Wind - Delayed mode	Cloud Optimised AODN dataset of IMOS - ACORN - Capricorn Bunker Group HF ocean r	arn:aws:s3:::aodn-cloud-optimised/radar_CapricornBunkerGroup_wind_delayed_qc.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/7	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, ocean currents, meteorological				
Ocean Radar - Coffs Harbour site - Wind - Delayed mode	Cloud Optimised AODN dataset of IMOS - ACORN - Coffs Harbour HF ocean radar site	arn:aws:s3:::aodn-cloud-optimised/radar_CoffsHarbour_wind_delayed_qc.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/f	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, ocean currents, meteorological				
Ocean Radar - Rottnest shelf site - Wind - Delayed mode	Cloud Optimised AODN dataset of IMOS - ACORN - Rottnest Shelf HF ocean radar sit	arn:aws:s3:::aodn-cloud-optimised/radar_RottnestShelf_wind_delayed_qc.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/5	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, ocean currents, meteorological				
Ocean Radar - South Australian gulfs site - Wind - Delayed mode	Cloud Optimised AODN dataset of IMOS - ACORN - South Australia Gulfs HF ocean ra	arn:aws:s3:::aodn-cloud-optimised/radar_SouthAustraliaGulfs_wind_delayed_qc.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/d	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, ocean currents, meteorological				
Open City Model (OCM)	Project data files	arn:aws:s3:::opencitymodel	us-east-1	S3 Bucket		https://github.com/opencitymodel/opencitymodel	https://github.com/opencitymodel/opencitymodel#contact	BuildZero	Quarterly	https://github.com/opencitymodel/opencitymodel#license	aws-pds, events, cities, geospatial				
Open-Meteo Weather API Database	Open-Meteo Weather API Database	arn:aws:s3:::openmeteo	us-west-2	S3 Bucket	['[Browse Bucket](https://openmeteo.s3.amazonaws.com/index.html#data/)']	https://github.com/open-meteo/open-data	info@open-meteo.com	[Open-Meteo](https://www.open-meteo.com/)	Hourly	CC-BY 4.0	aws-pds, agriculture, climate, earth observation, meteorological, weather				
OpenAQ - Daily gzipped CSVs of global air quality measurements fetched from sources all o	Daily gzipped CSVs of global air quality measurements fetched from sources all o	arn:aws:s3:::openaq-data-archive	us-east-1	S3 Bucket		https://openaq.org	info@openaq.org	[OpenAQ](https://openaq.org)	Hourly	Varies, depends on data provider	aws-pds, air quality, cities, environmental, geospatial				
OpenAQ - OpenAQ API	OpenAQ API		us-east-1	CloudFront Distribution		https://openaq.org	info@openaq.org	[OpenAQ](https://openaq.org)	Hourly	Varies, depends on data provider	aws-pds, air quality, cities, environmental, geospatial			api.openaq.org	
OpenAQ - SNS topic for new objects in the openaq-data-archive bucket	SNS topic for new objects in the openaq-data-archive bucket	arn:aws:sns:us-east-1:817926761842:openaq-data-archive-object_created	us-east-1	SNS Topic		https://openaq.org	info@openaq.org	[OpenAQ](https://openaq.org)	Hourly	Varies, depends on data provider	aws-pds, air quality, cities, environmental, geospatial				
OpenAerialMap on AWS	OpenAerialMap files and metadata	arn:aws:s3:::oin-hotosm	us-east-1	S3 Bucket	['[Browse Bucket](https://oin-hotosm.s3.amazonaws.com/)']	https://docs.openaerialmap.org/	info@openaerialmap.org	[Humanitarian OpenStreetMap Team](https://www.hotosm.org/)	New imagery is added as soon as it is uploaded by community contributors.	All imagery is publicly licensed CC-BY 4.0, with attribution as contributors of 	satellite imagery, aerial imagery, earth observation, disaster response, cog				
OpenEEW	OpenEEW	arn:aws:s3:::grillo-openeew	us-east-1	S3 Bucket	['[Browse Bucket](https://grillo-openeew.s3.amazonaws.com/index.html)']	https://github.com/openeew/openeew	hello@openeew.com	[Grillo](https://grillo.io/)	Approximately every 5 minutes	https://github.com/openeew/openeew#license	disaster response, earth observation, earthquakes, aws-pds				
OpenStreetMap on AWS - OSM planet snapshots, history, and changesets in cloud-native formats optimized	OSM planet snapshots, history, and changesets in cloud-native formats optimized	arn:aws:s3:::osm-pds	us-east-1	S3 Bucket		https://github.com/awslabs/open-data-docs/tree/main/docs/osm-pds	https://planet.osm.org (OSMF-managed data), https://github.com/mojodna/osm-pds-p	OpenStreetMap Foundation (OSMF) and Pacific Atlas	Data is updated minutely/hourly/daily (changes) and weekly (snapshots)	https://www.openstreetmap.org/copyright	aws-pds, geospatial, mapping, osm, disaster response				
OpenStreetMap on AWS - OSMF-managed planet and history PBFs, changeset and discussion XML, and OsmChang	OSMF-managed planet and history PBFs, changeset and discussion XML, and OsmChang	arn:aws:s3:::osm-planet-eu-central-1	eu-central-1	S3 Bucket		https://github.com/awslabs/open-data-docs/tree/main/docs/osm-pds	https://planet.osm.org (OSMF-managed data), https://github.com/mojodna/osm-pds-p	OpenStreetMap Foundation (OSMF) and Pacific Atlas	Data is updated minutely/hourly/daily (changes) and weekly (snapshots)	https://www.openstreetmap.org/copyright	aws-pds, geospatial, mapping, osm, disaster response				
OpenStreetMap on AWS - OSMF-managed planet and history PBFs, changeset and discussion XML, and OsmChang	OSMF-managed planet and history PBFs, changeset and discussion XML, and OsmChang	arn:aws:s3:::osm-planet-us-west-2	us-west-2	S3 Bucket		https://github.com/awslabs/open-data-docs/tree/main/docs/osm-pds	https://planet.osm.org (OSMF-managed data), https://github.com/mojodna/osm-pds-p	OpenStreetMap Foundation (OSMF) and Pacific Atlas	Data is updated minutely/hourly/daily (changes) and weekly (snapshots)	https://www.openstreetmap.org/copyright	aws-pds, geospatial, mapping, osm, disaster response				
OpenStreetMap on AWS - SNS topic for OSMF-managed S3 event notifications (eu-central-1 bucket)	SNS topic for OSMF-managed S3 event notifications (eu-central-1 bucket)	arn:aws:sns:eu-central-1:630658470130:osm-planet-eu-central-1-notifications	eu-central-1	SNS Topic		https://github.com/awslabs/open-data-docs/tree/main/docs/osm-pds	https://planet.osm.org (OSMF-managed data), https://github.com/mojodna/osm-pds-p	OpenStreetMap Foundation (OSMF) and Pacific Atlas	Data is updated minutely/hourly/daily (changes) and weekly (snapshots)	https://www.openstreetmap.org/copyright	aws-pds, geospatial, mapping, osm, disaster response				
OpenStreetMap on AWS - SNS topic for OSMF-managed S3 event notifications (us-west-2 bucket)	SNS topic for OSMF-managed S3 event notifications (us-west-2 bucket)	arn:aws:sns:us-west-2:630658470130:osm-planet-us-west-2-notifications	us-west-2	SNS Topic		https://github.com/awslabs/open-data-docs/tree/main/docs/osm-pds	https://planet.osm.org (OSMF-managed data), https://github.com/mojodna/osm-pds-p	OpenStreetMap Foundation (OSMF) and Pacific Atlas	Data is updated minutely/hourly/daily (changes) and weekly (snapshots)	https://www.openstreetmap.org/copyright	aws-pds, geospatial, mapping, osm, disaster response				
OpenStreetMap on AWS - SNS topic for cloud-native data notifications	SNS topic for cloud-native data notifications	arn:aws:sns:us-east-1:800218804198:New_File	us-east-1	SNS Topic		https://github.com/awslabs/open-data-docs/tree/main/docs/osm-pds	https://planet.osm.org (OSMF-managed data), https://github.com/mojodna/osm-pds-p	OpenStreetMap Foundation (OSMF) and Pacific Atlas	Data is updated minutely/hourly/daily (changes) and weekly (snapshots)	https://www.openstreetmap.org/copyright	aws-pds, geospatial, mapping, osm, disaster response				
OpenUniverse 2024 Simulated Roman & Rubin Images - The simulated Roman data products include truth files listing the basic physical	The simulated Roman data products include truth files listing the basic physical	arn:aws:s3:::nasa-irsa-simulations/openuniverse2024/roman/	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/data/theory/openuniverse2024	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	OpenUniverse 2024 has been finalized and will not be updated.	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, parquet, satellite imagery, simulations, survey	False	False		
OpenUniverse 2024 Simulated Roman & Rubin Images - The simulated Rubin data products include raw pixel data, calibrated exposures,	The simulated Rubin data products include raw pixel data, calibrated exposures,	arn:aws:s3:::nasa-irsa-simulations/openuniverse2024/rubin/	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/data/theory/openuniverse2024	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	OpenUniverse 2024 has been finalized and will not be updated.	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, parquet, satellite imagery, simulations, survey	False	False		
Orcasound - bioacoustic data for marine conservation - Archived lossless orca audio data (FLAC)	Archived lossless orca audio data (FLAC)	arn:aws:s3:::archive-orcasound-net	us-west-2	S3 Bucket		https://github.com/orcasound/orcadata/wiki	info@orcasound.net	Orcasound	Typical latency is 10-120 seconds	https://creativecommons.org/licenses/by-nc-sa/4.0/	aws-pds, biodiversity, biology, coastal, conservation, deep learning, ecosystems, environmental, geospatial, labeled, machine learning, mapping, oceans, open source software, signal processing				
Orcasound - bioacoustic data for marine conservation - Labeled audio data for ML model development	Labeled audio data for ML model development	arn:aws:s3:::acoustic-sandbox	us-west-2	S3 Bucket		https://github.com/orcasound/orcadata/wiki	info@orcasound.net	Orcasound	Typical latency is 10-120 seconds	https://creativecommons.org/licenses/by-nc-sa/4.0/	aws-pds, biodiversity, biology, coastal, conservation, deep learning, ecosystems, environmental, geospatial, labeled, machine learning, mapping, oceans, open source software, signal processing				
Orcasound - bioacoustic data for marine conservation - Live-streamed orca audio data (HLS)	Live-streamed orca audio data (HLS)	arn:aws:s3:::streaming-orcasound-net	us-west-2	S3 Bucket		https://github.com/orcasound/orcadata/wiki	info@orcasound.net	Orcasound	Typical latency is 10-120 seconds	https://creativecommons.org/licenses/by-nc-sa/4.0/	aws-pds, biodiversity, biology, coastal, conservation, deep learning, ecosystems, environmental, geospatial, labeled, machine learning, mapping, oceans, open source software, signal processing				
Overture Maps Foundation Open Map Data - New File Notification	New File Notification	arn:aws:sns:us-west-2:913550007193:overturemaps-us-west-2	us-west-2	SNS Topic		Documentation is available at [docs.overturemaps.org](https://docs.overturemaps.	info@overturemaps.org	[Overture Maps Foundation](https://overturemaps.org)	Monthly	Overture data is licensed under the Community Database License Agreement Permiss	aws-pds, geospatial, global, mapping, osm, parquet, transportation				
Overture Maps Foundation Open Map Data - Overture Maps Foundation Data (GeoParquet)	Overture Maps Foundation Data (GeoParquet)	arn:aws:s3:::overturemaps-us-west-2/release/	us-west-2	S3 Bucket		Documentation is available at [docs.overturemaps.org](https://docs.overturemaps.	info@overturemaps.org	[Overture Maps Foundation](https://overturemaps.org)	Monthly	Overture data is licensed under the Community Database License Agreement Permiss	aws-pds, geospatial, global, mapping, osm, parquet, transportation				
Ozone Monitoring Instrument (OMI) / Aura NO2 Tropospheric Column Density	S3 Bucket for OMI NO2 in Cloud-Optimized GeoTiff format	arn:aws:s3:::omi-no2-nasa	us-west-2	S3 Bucket		https://disc.gsfc.nasa.gov/datasets/OMNO2d_003/summary	binita.kc@nasa.gov	NASA	None	There are no restrictions on the use of these data.	aws-pds, earth observation, geospatial, satellite imagery, air quality, atmosphere, environmental				
PALSAR-2 ScanSAR CARD4L (L2.2)	PALSAR-2 ScanSAR CARD4L	arn:aws:s3:::jaxaalos2/palsar2/L2.2/Africa/	us-west-2	S3 Bucket		https://www.eorc.jaxa.jp/ALOS/en/dataset/palsar2_l22_e.htm	aproject@jaxa.jp	[JAXA](https://www.jaxa.jp/)	Every month after 42 days observed	Data is available for free under the [terms of use](https://earth.jaxa.jp/policy	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, sustainability, disaster response, synthetic aperture radar, deafrica, stac, cog	False			
PALSAR-2 ScanSAR Flooding in Rwanda (L2.1)	PALSAR-2 ScanSAR L11 & L22	arn:aws:s3:::jaxaalos2/palsar2-scansar/Rwanda/	us-west-2	S3 Bucket		https://www.eorc.jaxa.jp/ALOS/en/dataset/alos_open_and_free_e.htm, https://www.e	aproject@jaxa.jp	[JAXA](https://www.jaxa.jp/)	As available.	Data is available for free under the terms of use.	aws-pds, agriculture, cog, deafrica, disaster response, earth observation, geospatial, natural resource, satellite imagery, stac, sustainability, synthetic aperture radar	False			
PALSAR-2 ScanSAR Tropical Cycolne Mocha (L2.1)	PALSAR-2 ScanSAR L22	arn:aws:s3:::jaxaalos2/palsar2-scansar/Bangladesh/	us-west-2	S3 Bucket		https://www.eorc.jaxa.jp/ALOS/en/dataset/alos_open_and_free_e.htm, https://www.e	aproject@jaxa.jp	[JAXA](https://www.jaxa.jp/)	As available.	Data is available for free under the terms of use.	aws-pds, agriculture, cog, disaster response, earth observation, geospatial, natural resource, satellite imagery, stac, sustainability, synthetic aperture radar	False			
PALSAR-2 ScanSAR Turkey & Syria Earthquake (L2.1 & L1.1)	PALSAR-2 ScanSAR L11 & L22	arn:aws:s3:::jaxaalos2/palsar2-scansar/Turkey-Syria-earthquake/	us-west-2	S3 Bucket		https://www.eorc.jaxa.jp/ALOS/en/dataset/alos_open_and_free_e.htm, https://www.e	aproject@jaxa.jp	[JAXA](https://www.jaxa.jp/)	As available.	Data is available for free under the [terms of use](https://earth.jaxa.jp/policy	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, sustainability, disaster response, synthetic aperture radar, deafrica, stac, cog	False			
PROJ datum grids	Horizontal and vertical adjustment datasets		us-east-1	CloudFront Distribution		https://github.com/OSGeo/proj-datumgrid-geotiff	proj@lists.osgeo.org	[PROJ](https://proj.org)	New grids are added when made available	Per file. Under an Open Source Definition compliant license. Consult the READMEs	aws-pds, geospatial, mapping			cdn.proj.org	
Pacific Coastlines Change	Data access	arn:aws:s3:::dep-public-data	us-west-2	S3 Bucket		https://digitalearthpacific.org/#/applications	dep@spc.int	[Pacific Community (SPC)](https://www.spc.int/)	Annually	Digital Earth Pacific Data is available under the Creative CommonsAttribution 4.	earth observation, environmental, coastal, geoscience, geospatial				
Pacific Ocean Sound Recordings - decimated 16 kHz audio recordings	decimated 16 kHz audio recordings	arn:aws:s3:::pacific-sound-16khz	us-west-2	S3 Bucket		https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software				
Pacific Ocean Sound Recordings - decimated 2 kHz audio recordings	decimated 2 kHz audio recordings	arn:aws:s3:::pacific-sound-2khz	us-west-2	S3 Bucket		https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software				
Pacific Ocean Sound Recordings - machine learning models	machine learning models	arn:aws:s3:::pacific-sound-models	us-west-2	S3 Bucket		https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software				
Pacific Ocean Sound Recordings - original 256 kHz audio recordings year 2015	original 256 kHz audio recordings year 2015	arn:aws:s3:::pacific-sound-256khz-2015	us-west-2	S3 Bucket		https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software				
Pacific Ocean Sound Recordings - original 256 kHz audio recordings year 2016	original 256 kHz audio recordings year 2016	arn:aws:s3:::pacific-sound-256khz-2016	us-west-2	S3 Bucket		https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software				
Pacific Ocean Sound Recordings - original 256 kHz audio recordings year 2017	original 256 kHz audio recordings year 2017	arn:aws:s3:::pacific-sound-256khz-2017	us-west-2	S3 Bucket		https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software				
Pacific Ocean Sound Recordings - original 256 kHz audio recordings year 2018	original 256 kHz audio recordings year 2018	arn:aws:s3:::pacific-sound-256khz-2018	us-west-2	S3 Bucket		https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software				
Pacific Ocean Sound Recordings - original 256 kHz audio recordings year 2019	original 256 kHz audio recordings year 2019	arn:aws:s3:::pacific-sound-256khz-2019	us-west-2	S3 Bucket		https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software				
Pacific Ocean Sound Recordings - original 256 kHz audio recordings year 2020	original 256 kHz audio recordings year 2020	arn:aws:s3:::pacific-sound-256khz-2020	us-west-2	S3 Bucket		https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software				
Pacific Ocean Sound Recordings - original 256 kHz audio recordings year 2021	original 256 kHz audio recordings year 2021	arn:aws:s3:::pacific-sound-256khz-2021	us-west-2	S3 Bucket		https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software				
Pacific Ocean Sound Recordings - original 256 kHz audio recordings year 2022	original 256 kHz audio recordings year 2022	arn:aws:s3:::pacific-sound-256khz-2022	us-west-2	S3 Bucket		https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software				
Pacific Ocean Sound Recordings - original 256 kHz audio recordings year 2023	original 256 kHz audio recordings year 2023	arn:aws:s3:::pacific-sound-256khz-2023	us-west-2	S3 Bucket		https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software				
Pacific Ocean Sound Recordings - original 256 kHz audio recordings year 2024	original 256 kHz audio recordings year 2024	arn:aws:s3:::pacific-sound-256khz-2024	us-west-2	S3 Bucket		https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software				
Pacific Ocean Sound Recordings - original 256 kHz audio recordings year 2025	original 256 kHz audio recordings year 2025	arn:aws:s3:::pacific-sound-256khz-2025	us-west-2	S3 Bucket		https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software				
Planette C3S Seasonal Forecast Data	C3S Seasonal Forecast Hindcasts and Forecasts (Zarr format)	arn:aws:s3:::planette-c3s-seasonal-forecasts/seas5/	us-east-2	S3 Bucket	['[Browse Dataset](https://planette-c3s-seasonal-forecasts.s3.amazonaws.com/index.html#seas5)']	https://github.com/PlanetteAI/planette_c3s_archive/blob/main/README.md	aodhan.sweeney@planette.ai	Planette.ai	Monthly	Copernicus Licence (similar to CC-BY-4.0): You are free to share and adapt the m	aws-pds, climate, weather, earth observation				
Planette ERA5 Archive	ERA5 Reanalysis Data with Multiple Temporal Aggregations (Zarr format)	arn:aws:s3:::planette-era5/era5/	us-east-2	S3 Bucket	['[Browse Dataset](https://planette-era5.s3.amazonaws.com/index.html#era5/)']	https://github.com/PlanetteAI/planette_era5_archive/blob/main/README.md	aodhan.sweeney@planette.ai	Planette.ai	Monthly	Copernicus Licence (similar to CC-BY-4.0): You are free to share and adapt the m	aws-pds, climate, weather, earth observation				
PoroTomo - HSDS PoroTomo domains	HSDS PoroTomo domains	arn:aws:s3:::nrel-pds-hsds/nrel/porotomo/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2Fporotomo%2F)']	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial				
PoroTomo - PoroTomo Datasets	PoroTomo Datasets	arn:aws:s3:::nrel-pds-porotomo/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo)']	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial				
PoroTomo - PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data Resampled in Time M	PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data Resampled in Time M	arn:aws:s3:::nrel-pds-porotomo/DAS/SEG-Y/DASH/Resampled/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FSEG-Y%2FDASH%2FResampled%2F)']	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial				
PoroTomo - PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data in HDF5 format	PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data in HDF5 format	arn:aws:s3:::nrel-pds-porotomo/DAS/H5/DASH/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FH5%2FDASH%2F)']	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial				
PoroTomo - PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data in SEG-Y format	PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data in SEG-Y format	arn:aws:s3:::nrel-pds-porotomo/DAS/SEG-Y/DASH/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FSEG-Y%2FDASH%2F)']	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial				
PoroTomo - PoroTomo Nodal Seismometer Continuous Data	PoroTomo Nodal Seismometer Continuous Data	arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_sac/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_sac%2F)']	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial				
PoroTomo - PoroTomo Nodal Seismometer Field Notes and Metadata	PoroTomo Nodal Seismometer Field Notes and Metadata	arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_metadata/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_metadata%2F)']	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial				
PoroTomo - PoroTomo Nodal Seismometer Sweep Data	PoroTomo Nodal Seismometer Sweep Data	arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_sac_sweep/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_sac_sweep%2F)']	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial				
PoroTomo - PoroTomo Vertical Distributed Acoustic Sensing (DASV) Data in HDF5 format	PoroTomo Vertical Distributed Acoustic Sensing (DASV) Data in HDF5 format	arn:aws:s3:::nrel-pds-porotomo/DAS/H5/DASV/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FH5%2FDASV%2F)']	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial				
PoroTomo - PoroTomo Vertical Distributed Acoustic Sensing (DASV) Data in SEG-Y format	PoroTomo Vertical Distributed Acoustic Sensing (DASV) Data in SEG-Y format	arn:aws:s3:::nrel-pds-porotomo/DAS/SEG-Y/DASV/	us-west-2	S3 Bucket	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FSEG-Y%2FDASV%2F)']	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Laboratory of the Rockies](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial				
Prefeitura Municipal de São Paulo (PMSP) LiDAR Point Cloud - São Paulo city's 3D LiDAR - Entwine Point Tiles	São Paulo city's 3D LiDAR - Entwine Point Tiles	arn:aws:s3:::ept-m3dc-pmsp	sa-east-1	S3 Bucket		https://github.com/geoinfo-smdu/M3DC	geosampa@prefeitura.sp.gov.br	[GeoSampa - o mapa digital da cidade de São Paulo](http://geosampa.prefeitura.sp	Local survey executed by demand generates new data as local point clouds.	[GNU General Public License v3.0](https://www.gnu.org/licenses/gpl-3.0.html)	cities, land, lidar, urban, geospatial, elevation, mapping, aws-pds				
Prefeitura Municipal de São Paulo (PMSP) LiDAR Point Cloud - São Paulo city's 3D LiDAR - LAZ Files	São Paulo city's 3D LiDAR - LAZ Files	arn:aws:s3:::laz-m3dc-pmsp	sa-east-1	S3 Bucket		https://github.com/geoinfo-smdu/M3DC	geosampa@prefeitura.sp.gov.br	[GeoSampa - o mapa digital da cidade de São Paulo](http://geosampa.prefeitura.sp	Local survey executed by demand generates new data as local point clouds.	[GNU General Public License v3.0](https://www.gnu.org/licenses/gpl-3.0.html)	cities, land, lidar, urban, geospatial, elevation, mapping, aws-pds				
Public Utility Data Liberation Project - FERC Electric Quarterly Reports (EQR)	FERC Electric Quarterly Reports (EQR)	arn:aws:s3:::pudl.catalyst.coop/ferceqr	us-west-2	S3 Bucket		https://catalystcoop-pudl.readthedocs.io/en/latest/	Create a [GitHub discussion](https://github.com/orgs/catalyst-cooperative/discus	[Catalyst Cooperative](https://catalyst.coop/)	"New outputs published nightly as part of our continuous integration process.
New"	[CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/) (Creative Commons Attr	aws-pds, economics, electricity, energy, energy modeling, environmental, geospatial, government records, industry, industrial, infrastructure, market data, parquet, regulatory, solar, sqlite, utilities, us				
Public Utility Data Liberation Project - PUDL Nightly Build Outputs	PUDL Nightly Build Outputs	arn:aws:s3:::pudl.catalyst.coop/nightly	us-west-2	S3 Bucket		https://catalystcoop-pudl.readthedocs.io/en/latest/	Create a [GitHub discussion](https://github.com/orgs/catalyst-cooperative/discus	[Catalyst Cooperative](https://catalyst.coop/)	"New outputs published nightly as part of our continuous integration process.
New"	[CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/) (Creative Commons Attr	aws-pds, economics, electricity, energy, energy modeling, environmental, geospatial, government records, industry, industrial, infrastructure, market data, parquet, regulatory, solar, sqlite, utilities, us				
Public Utility Data Liberation Project - PUDL Stable Release Outputs	PUDL Stable Release Outputs	arn:aws:s3:::pudl.catalyst.coop/stable	us-west-2	S3 Bucket		https://catalystcoop-pudl.readthedocs.io/en/latest/	Create a [GitHub discussion](https://github.com/orgs/catalyst-cooperative/discus	[Catalyst Cooperative](https://catalyst.coop/)	"New outputs published nightly as part of our continuous integration process.
New"	[CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/) (Creative Commons Attr	aws-pds, economics, electricity, energy, energy modeling, environmental, geospatial, government records, industry, industrial, infrastructure, market data, parquet, regulatory, solar, sqlite, utilities, us				
QIIME 2 Tutorial Data	Source for rendered documentation and tutorial datasets for the QIIME 2 project	arn:aws:s3:::qiime2-data	us-west-2	S3 Bucket		https://use.qiime2.org	https://forum.qiime2.org	Caporaso Lab	Twice per year	BSD 3-Clause License	aws-pds, bioinformatics, biology, ecosystems, environmental, genetic, genomic, health, microbiome, metagenomics, life sciences				
RADARSAT-1	Cloud Optimized GeoTIFF (COG) images	arn:aws:s3:::radarsat-r1-l1-cog	ca-central-1	S3 Bucket		https://www.asc-csa.gc.ca/eng/satellites/radarsat1/what-is-radarsat1.asp	https://www.eodms-sgdot.nrcan-rncan.gc.ca	[Natural Resources Canada](https://nrcan.gc.ca/)	NRCan opened a new [RADARSAT-1 Processing service](https://github.com/eodms-sgdo	[Open Government License (OGL)](https://open.canada.ca/en/open-government-licenc	earth observation, global, aws-pds, ice, agriculture, disaster response, satellite imagery, geospatial, cog, synthetic aperture radar				
RAPID NRT Flood Maps	RAPID archive flood maps	arn:aws:s3:::rapid-nrt-flood-maps	us-west-2	S3 Bucket	['[Browse Bucket](https://rapid-nrt-flood-maps.s3.amazonaws.com/index.html)']	https://github.com/QingYang6/RAPID-NRT-flood-maps-on-AWS/blob/master/README.md	xinyi.shen@uconn.edu; qing.yang6@hotmail.com	University of Connecticut; Guangxi University	NRT data will be update as soon as SAR images available and done processed.	Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International	aws-pds, agriculture, earth observation, water, environmental, disaster response				
RCM CEOS Analysis Ready Data | Données prêtes à l'analyse du CEOS pour le MCR	RCM CEOS Analysis Ready Data Données prêtes à l'analyse (DPA) du CEOS pour le M	arn:aws:s3:::rcm-ceos-ard	ca-central-1	S3 Bucket	['[STAC for RCM CEOS ARD products](https://radiantearth.github.io/stac-browser/#/external/www.eodms-sgdot.nrcan-rncan.gc.ca/stac/collections/rcm-ard?.language=en)']	https://www.asc-csa.gc.ca/eng/satellites/radarsat/	eodms-sgdot@nrcan-rncan.gc.ca	[Natural Resources Canada](https://www.nrcan.gc.ca/)	The initial dataset will be Canada-wide, 30M Compact-Polarization standard cover	RCM image products are available free of charge, to the broadest extent possible	aws-pds, agriculture, earth observation, satellite imagery, geospatial, sustainability, disaster response, synthetic aperture radar, stac, ceos, analysis ready data				
Radiant MLHub	Radiant MLHub Training Data	arn:aws:s3:::radiant-mlhub	us-west-2	S3 Bucket		http://docs.mlhub.earth/	support@radiant.earth	[Radiant Earth Foundation](https://www.radiant.earth/)	New training data catalogs are added on a rolling basis	Access to Radiant MLHub data is free for everyone. Each dataset has its own lice	aws-pds, labeled, machine learning, geospatial, earth observation, satellite imagery, environmental, cog, stac				
Rain over Africa - Notifications for new Rain over Africa data	Notifications for new Rain over Africa data	arn:aws:sns:us-west-2:261854712492:rainoverafrica-object_created	us-west-2	SNS Topic		https://github.com/SEE-GEO/roa	https://github.com/SEE-GEO/roa	[Geoscience and Remote Sensing at Chalmers University of Technology](https://www	At most, yearly	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, agriculture, analysis ready data, atmosphere, aws-pds, climate, deep learning, earth observation, geophysics, geoscience, hydrology, machine learning, precipitation, satellite imagery, weather, zarr				
Rain over Africa - RoA expected rain rate and quantiles at levels 5%, 16%, 25%, 50%, 75%, 84%, and	RoA expected rain rate and quantiles at levels 5%, 16%, 25%, 50%, 75%, 84%, and	arn:aws:s3:::rainoverafrica	us-west-2	S3 Bucket		https://github.com/SEE-GEO/roa	https://github.com/SEE-GEO/roa	[Geoscience and Remote Sensing at Chalmers University of Technology](https://www	At most, yearly	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, agriculture, analysis ready data, atmosphere, aws-pds, climate, deep learning, earth observation, geophysics, geoscience, hydrology, machine learning, precipitation, satellite imagery, weather, zarr				
RarePlanes	Real and synthetic satellite imagery, annotations, and metadata	arn:aws:s3:::rareplanes-public	us-west-2	S3 Bucket		www.cosmiqworks.org/RarePlanes	jss5102@gmail.com and avanetten@iqt.org	In-Q-Tel - CosmiQ Works	None Planned	[CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/)	computer vision, deep learning, earth observation, geospatial, machine learning, satellite imagery, aws-pds, labeled				
Reference Elevation Model of Antarctica (REMA) - REMA DEM Mosaics	REMA DEM Mosaics	arn:aws:s3:::pgc-opendata-dems/rema/mosaics/	us-west-2	S3 Bucket	['[Browse Static STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/rema/mosaics.json)', '[Dynamic STAC API Endpoint](https://stac.pgc.umn.edu/api/v1/)']	https://www.pgc.umn.edu/data/rema/	pgc-support@umn.edu	[Polar Geospatial Center](https://www.pgc.umn.edu/)	New DEM strips are added twice yearly.  Mosaic products are added as soon as the	[Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom	aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac				
Reference Elevation Model of Antarctica (REMA) - REMA DEM Strips	REMA DEM Strips	arn:aws:s3:::pgc-opendata-dems/rema/strips/	us-west-2	S3 Bucket	['[Browse Static STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/rema/strips.json)', '[Dynamic STAC API Guide](https://www.pgc.umn.edu/guides/stereo-derived-elevation-models/stac-access-static-and-dynamic-api/)']	https://www.pgc.umn.edu/data/rema/	pgc-support@umn.edu	[Polar Geospatial Center](https://www.pgc.umn.edu/)	New DEM strips are added twice yearly.  Mosaic products are added as soon as the	[Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom	aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac				
Reference data for HiFi human WGS	HiFi Human WGS Reference data	arn:aws:s3:::pacbio-hifi-human-wgs-reference	us-west-2	S3 Bucket		https://zenodo.org/records/8415406	dl_it-awsopendata@pacificbiosciences.com	[Pacific Biosciences of California, Inc](https://www.pacb.com/)	"Files are updated to reflect the support for the lastest version of
[PacBio WGS "	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, health, life sciences, Homo sapiens, long read sequencing, genetic, mapping, whole genome sequencing, vcf, variant annotation				
SENTINEL-1A_DUAL_POL_GRD_HIGH_RES	SENTINEL-1A_DUAL_POL_GRD_HIGH_RES	arn:aws:s3:::asf-ngap2w-p-s1-grd-7d1b4348	us-west-2	S3 Bucket		https://webdocs.asf.alaska.edu/Sentinel-1/Sentinel-1-User-Guide.pdf	Email: uso@asf.alaska.edu. Home Page: https://www.asf.alaska.edu/	NASA	From 2014-04-03 to Ongoing	[Creative Commons BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, agriculture, coastal, earth observation, earthquakes, ecosystems, ice, land, land cover, land use, metadata, oceans, radar, sentinel-1, stac, surface water, synthetic aperture radar, tiff, urban, water	False			https://sentinel1.asf.alaska.edu/s3credentials
SILAM Air Quality - Notifications for new netcdf surface data	Notifications for new netcdf surface data	arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-silam-surface-netcdf	eu-west-1	SNS Topic		http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	1 time a day	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, earth observation, climate, weather, air quality, meteorological				
SILAM Air Quality - Notifications for new zarr surface data	Notifications for new zarr surface data	arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-silam-surface-zarr	eu-west-1	SNS Topic		http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	1 time a day	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, earth observation, climate, weather, air quality, meteorological				
SILAM Air Quality - Surface NetCDF files	Surface NetCDF files	arn:aws:s3:::fmi-opendata-silam-surface-netcdf	eu-west-1	S3 Bucket	['[Browse Bucket](https://fmi-opendata-silam-surface-netcdf.s3.amazonaws.com/index.html)']	http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	1 time a day	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, earth observation, climate, weather, air quality, meteorological				
SILAM Air Quality - Surface Zarr files	Surface Zarr files	arn:aws:s3:::fmi-opendata-silam-surface-zarr	eu-west-1	S3 Bucket	['[Browse Bucket](https://fmi-opendata-silam-surface-zarr.s3.amazonaws.com/index.html)']	http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	1 time a day	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, earth observation, climate, weather, air quality, meteorological				
SILO climate data on AWS	SILO open data	arn:aws:s3:::silo-open-data	ap-southeast-2	S3 Bucket		https://www.longpaddock.qld.gov.au/silo/gridded-data	https://www.longpaddock.qld.gov.au/silo/contact-us	Queensland Government	Daily	SILO datasets are constructed by the [Queensland Government](http://www.qld.gov.	aws-pds, agriculture, climate, earth observation, environmental, meteorological, model, sustainability, water, weather				
SMN Hi-Res Weather Forecast over Argentina	WRF SMN data	arn:aws:s3:::smn-ar-wrf	us-west-2	S3 Bucket	['[Browse Bucket](https://smn-ar-wrf.s3.amazonaws.com/index.html)']	General information, tutorials and examples:[https://odp-aws-smn.github.io/docum	For any questions regarding the data set or any general questions, you can conta	[SMN](http://www.smn.gov.ar/)	New data is added as soon as it's available. Two forecast cycles a day initializ	[Creative Commons Attribution 2.5 Argentina License](https://creativecommons.org	aws-pds, earth observation, natural resource, weather, meteorological				
SPARTAN Data	All data products (PM25, aerosol chemical components, scattering) provided by S	arn:aws:s3:::spartan-cloud	us-west-2	S3 Bucket		https://www.spartan-network.org/data	SPARTAN.PM25@gmail.com	The [Atmospheric Composition Analysis Group](https://sites.wustl.edu/acag/)	New measurement or estimation products will be added when available, usually mul	SPARTAN data is licensed under [CC BY 4.0](https://creativecommons.org/licenses/	aws-pds, environmental, air quality				
SPHEREx Quick Release (QR): An All-Sky Spectral Survey - QR2 Absolute Gain Matrix: Pixel-to-pixel gain variations within a single spectra	QR2 Absolute Gain Matrix: Pixel-to-pixel gain variations within a single spectra	arn:aws:s3:::nasa-irsa-spherex/qr2/abs_gain_matrix	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/spherex.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	SPHEREx QR is updated weekly. The data may also be presented in new ways as the 	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, satellite imagery, survey	False	False		
SPHEREx Quick Release (QR): An All-Sky Spectral Survey - QR2 Dark Current: Per pixel dark current FITS format	QR2 Dark Current: Per pixel dark current FITS format	arn:aws:s3:::nasa-irsa-spherex/qr2/dark	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/spherex.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	SPHEREx QR is updated weekly. The data may also be presented in new ways as the 	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, satellite imagery, survey	False	False		
SPHEREx Quick Release (QR): An All-Sky Spectral Survey - QR2 Dichroic: Map of pixels affected by flux attenuation due to the dichroic fil	QR2 Dichroic: Map of pixels affected by flux attenuation due to the dichroic fil	arn:aws:s3:::nasa-irsa-spherex/qr2/dichroic	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/spherex.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	SPHEREx QR is updated weekly. The data may also be presented in new ways as the 	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, satellite imagery, survey	False	False		
SPHEREx Quick Release (QR): An All-Sky Spectral Survey - QR2 Exposure-Averaged PSF: Wavelength-dependent point spread function (PSF) esti	QR2 Exposure-Averaged PSF: Wavelength-dependent point spread function (PSF) esti	arn:aws:s3:::nasa-irsa-spherex/qr2/average_psf	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/spherex.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	SPHEREx QR is updated weekly. The data may also be presented in new ways as the 	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, satellite imagery, survey	False	False		
SPHEREx Quick Release (QR): An All-Sky Spectral Survey - QR2 Gain Factors: Gain factors for each detector YAML format	QR2 Gain Factors: Gain factors for each detector YAML format	arn:aws:s3:::nasa-irsa-spherex/qr2/gain_factors	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/spherex.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	SPHEREx QR is updated weekly. The data may also be presented in new ways as the 	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, satellite imagery, survey	False	False		
SPHEREx Quick Release (QR): An All-Sky Spectral Survey - QR2 Non-Linearity Correction: Corrections applied to compensate for detector non	QR2 Non-Linearity Correction: Corrections applied to compensate for detector non	arn:aws:s3:::nasa-irsa-spherex/qr2/nonlinear_pars	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/spherex.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	SPHEREx QR is updated weekly. The data may also be presented in new ways as the 	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, satellite imagery, survey	False	False		
SPHEREx Quick Release (QR): An All-Sky Spectral Survey - QR2 Non-functional Pixel Map: Map of permanently non-functioning pixels FITS fo	QR2 Non-functional Pixel Map: Map of permanently non-functioning pixels FITS fo	arn:aws:s3:::nasa-irsa-spherex/qr2/nonfunc	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/spherex.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	SPHEREx QR is updated weekly. The data may also be presented in new ways as the 	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, satellite imagery, survey	False	False		
SPHEREx Quick Release (QR): An All-Sky Spectral Survey - QR2 Readout Noise: Per-detector read noise maps FITS format	QR2 Readout Noise: Per-detector read noise maps FITS format	arn:aws:s3:::nasa-irsa-spherex/qr2/readnoise_pars	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/spherex.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	SPHEREx QR is updated weekly. The data may also be presented in new ways as the 	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, satellite imagery, survey	False	False		
SPHEREx Quick Release (QR): An All-Sky Spectral Survey - QR2 Solid Angle Pixel Map: Per-detector measure of the solid angle per pixel in	QR2 Solid Angle Pixel Map: Per-detector measure of the solid angle per pixel in	arn:aws:s3:::nasa-irsa-spherex/qr2/solid_angle_pixel_map	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/spherex.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	SPHEREx QR is updated weekly. The data may also be presented in new ways as the 	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, satellite imagery, survey	False	False		
SPHEREx Quick Release (QR): An All-Sky Spectral Survey - QR2 Spectral Images: Calibrated Spectral Images plus per-pixel status and proces	QR2 Spectral Images: Calibrated Spectral Images plus per-pixel status and proces	arn:aws:s3:::nasa-irsa-spherex/qr2/level2	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/spherex.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	SPHEREx QR is updated weekly. The data may also be presented in new ways as the 	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, satellite imagery, survey	False	False		
SPHEREx Quick Release (QR): An All-Sky Spectral Survey - QR2 Spectral WCS Map: Detailed World Coordinate System (WCS) map FITS format	QR2 Spectral WCS Map: Detailed World Coordinate System (WCS) map FITS format	arn:aws:s3:::nasa-irsa-spherex/qr2/spectral_wcs	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/spherex.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	SPHEREx QR is updated weekly. The data may also be presented in new ways as the 	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, satellite imagery, survey	False	False		
SPHEREx Quick Release (QR): An All-Sky Spectral Survey - SPHEREx Quick Release 1 (QR1): IRSA began releasing SPHEREx QR1 data on a weekly	SPHEREx Quick Release 1 (QR1): IRSA began releasing SPHEREx QR1 data on a weekly	arn:aws:s3:::nasa-irsa-spherex/qr	us-east-1	S3 Bucket		https://irsa.ipac.caltech.edu/Missions/spherex.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	SPHEREx QR is updated weekly. The data may also be presented in new ways as the 	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, satellite imagery, survey	False	False		
SSL4EO S12 Landsat Multi Product Dataset	Satellite imagery and context from Sentinel-12 and Landsat 4-5, 7, 8-9	arn:aws:s3:::ssl4eo-s12-landsat-combined	us-west-2	S3 Bucket		https://github.com/sunny1401/ssl4eo_multi_satellite_products	https://github.com/sunny1401/ssl4eo_multi_satellite_products	Sankranti Joshi	Not updated	https://creativecommons.org/licenses/by-nc-sa/4.0/	satellite imagery				
Safecast - Bulk exports of air and radiation measurements	Bulk exports of air and radiation measurements	arn:aws:s3:::safecast-opendata-public-us-east-1	us-east-1	S3 Bucket	['[Browse Bucket](https://safecast-opendata-public-us-east-1.s3.amazonaws.com/index.html)']	https://github.com/Safecast/safecastapi/wiki/Data-Sets	https://groups.google.com/forum/#!forum/safecast-devices	[Safecast](https://safecast.org/)	Continuous	Safecast data is published under a [CC0 designation](https://creativecommons.org	air quality, aws-pds, climate, environmental, geospatial, radiation				
Safecast - New air and radiation measurement payloads	New air and radiation measurement payloads	arn:aws:sns:us-west-2:985752656544:ingest-measurements-prd	us-west-2	SNS Topic		https://github.com/Safecast/safecastapi/wiki/Data-Sets	https://groups.google.com/forum/#!forum/safecast-devices	[Safecast](https://safecast.org/)	Continuous	Safecast data is published under a [CC0 designation](https://creativecommons.org	air quality, aws-pds, climate, environmental, geospatial, radiation				
Sanborn Maps Data Package	Sanborn Maps data	arn:aws:s3:::loc-sanborn-maps	us-west-2	S3 Bucket	['[Browse Bucket by State](https://loc-sanborn-maps.s3.amazonaws.com/maps-by-state/index.html)', '[README](https://loc-sanborn-maps.s3.amazonaws.com/README.html)']	https://data.labs.loc.gov/sanborn/	For curatorial questions about the content of the collection and formats, contac	[Library of Congress](https://www.loc.gov/)	As new and significant changes to the underlying digital collection occurs	The content of the Library of Congress online Sanborn Maps Collection is in the 	aws-pds, archives, cities, computer vision, conservation, culture, cultural preservation, demographics, digital assets, geospatial, history, housing, land use, mapping, urban				
SatPM2.5	Satellite-Derived Fine Particulate Matter (PM25) concentrations from the Atmosp	arn:aws:s3:::v6.gl.02.04	us-west-2	S3 Bucket	['[Browse Bucket](https://s3.us-west-2.amazonaws.com/v6.gl.02.04/index.html)']	https://sites.wustl.edu/acag/datasets/surface-pm2-5/#V6.GL.02.04	support@satpm.org	https://sites.wustl.edu/acag/	Yearly	Creative Commons Attribution 4.0 International (https://creativecommons.org/lice	aws-pds, atmosphere, netcdf, environmental, air quality, health				
Satellite - Ocean Colour -  MODIS - 1 day - Chlorophyll-a concentration (Carder model)	Cloud Optimised AODN dataset of IMOS - SRS - MODIS - 01 day - Chlorophyll-a conc	arn:aws:s3:::aodn-cloud-optimised/satellite_chlorophylla_carder_1day_aqua.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/4	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour -  MODIS - 1 day - Chlorophyll-a concentration (GSM model)	Cloud Optimised AODN dataset of IMOS - SRS - MODIS - 01 day - Chlorophyll-a conc	arn:aws:s3:::aodn-cloud-optimised/satellite_chlorophylla_gsm_1day_aqua.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/f	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour -  MODIS - 1 day - Chlorophyll-a concentration (OC3 model)	Cloud Optimised AODN dataset of IMOS - SRS - MODIS - 01 day - Chlorophyll-a conc	arn:aws:s3:::aodn-cloud-optimised/satellite_chlorophylla_oc3_1day_aqua.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/d	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour -  MODIS - 1 day - Chlorophyll-a concentration (OCI model)	Cloud Optimised AODN dataset of IMOS - SRS - MODIS - 01 day - Chlorophyll-a conc	arn:aws:s3:::aodn-cloud-optimised/satellite_chlorophylla_oci_1day_aqua.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/2	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour -  NOAA20 - 1 day - Chlorophyll-a concentration (GSM model)	Cloud Optimised AODN dataset of IMOS - Satellite Remote Sensing - NOAA20 - 01 da	arn:aws:s3:::aodn-cloud-optimised/satellite_chlorophylla_gsm_1day_noaa20.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/a	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour -  NOAA20 - 1 day - Chlorophyll-a concentration (OC3 model)	Cloud Optimised AODN dataset of IMOS - Satellite Remote Sensing - NOAA20 - 01 da	arn:aws:s3:::aodn-cloud-optimised/satellite_chlorophylla_oc3_1day_noaa20.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/7	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour -  NOAA20 - 1 day - Chlorophyll-a concentration (OCI model)	Cloud Optimised AODN dataset of IMOS - Satellite Remote Sensing - NOAA20 - 01 da	arn:aws:s3:::aodn-cloud-optimised/satellite_chlorophylla_oci_1day_noaa20.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/a	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour -  SNPP - 1 day - Chlorophyll-a concentration (GSM model)	Cloud Optimised AODN dataset of IMOS - Satellite Remote Sensing - SNPP - 01 day	arn:aws:s3:::aodn-cloud-optimised/satellite_chlorophylla_gsm_1day_snpp.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/6	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour -  SNPP - 1 day - Chlorophyll-a concentration (OC3 model)	Cloud Optimised AODN dataset of IMOS - Satellite Remote Sensing - SNPP - 01 day	arn:aws:s3:::aodn-cloud-optimised/satellite_chlorophylla_oc3_1day_snpp.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/d	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour -  SNPP - 1 day - Chlorophyll-a concentration (OCI model)	Cloud Optimised AODN dataset of IMOS - Satellite Remote Sensing - SNPP - 01 day	arn:aws:s3:::aodn-cloud-optimised/satellite_chlorophylla_oci_1day_snpp.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/d	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour - MODIS - 1 day - Diffuse attenuation coefficient (k490)	Cloud Optimised AODN dataset of IMOS - SRS - MODIS - 01 day - Diffuse attenuatio	arn:aws:s3:::aodn-cloud-optimised/satellite_diffuse_attenuation_coefficent_1day_aqua.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/a	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery				
Satellite - Ocean Colour - MODIS - 1 day - Nanoplankton fraction (OC3 model and Brewin et al 2012 algorithm)	Cloud Optimised AODN dataset of IMOS - SRS - MODIS - 01 day - Nanoplankton fract	arn:aws:s3:::aodn-cloud-optimised/satellite_nanoplankton_fraction_oc3_1day_aqua.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/9	FILL UP MANUALLY - CHECK DOCUMENTATION	FILL UP MANUALLY - CHECK DOCUMENTATION	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour - MODIS - 1 day - Net Primary Productivity (GSM model and Eppley-VGPM algorithm)	Cloud Optimised AODN dataset of IMOS - SRS - MODIS - 01 day - Net Primary Produc	arn:aws:s3:::aodn-cloud-optimised/satellite_net_primary_productivity_gsm_1day_aqua.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/2	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour - MODIS - 1 day - Net Primary Productivity (OC3 model and Eppley-VGPM algorithm)	Cloud Optimised AODN dataset of IMOS - SRS - MODIS - 01 day - Net Primary Produc	arn:aws:s3:::aodn-cloud-optimised/satellite_net_primary_productivity_oc3_1day_aqua.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/b	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour - MODIS - 1 day - Optical Water Type (Moore et al 2009 algorithm)	Cloud Optimised AODN dataset of IMOS - SRS - MODIS - 01 day - Optical Water Type	arn:aws:s3:::aodn-cloud-optimised/satellite_optical_water_type_1day_aqua.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/6	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery				
Satellite - Ocean Colour - MODIS - 1 day - Picoplankton fraction (OC3 model and Brewin et al 2012 algorithm)	Cloud Optimised AODN dataset of IMOS - SRS - MODIS - 01 day - Picoplankton fract	arn:aws:s3:::aodn-cloud-optimised/satellite_picoplankton_fraction_oc3_1day_aqua.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/b	FILL UP MANUALLY - CHECK DOCUMENTATION	FILL UP MANUALLY - CHECK DOCUMENTATION	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour - NOAA20 - 1 day - Diffuse attenuation coefficient (k490)	Cloud Optimised AODN dataset of IMOS - Satellite Remote Sensing - NOAA20 - 01 da	arn:aws:s3:::aodn-cloud-optimised/satellite_diffuse_attenuation_coefficent_1day_noaa20.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/3	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Ocean Colour - SNPP - 1 day - Diffuse attenuation coefficient (k490)	Cloud Optimised AODN dataset of IMOS - Satellite Remote Sensing - SNPP - 01 day	arn:aws:s3:::aodn-cloud-optimised/satellite_diffuse_attenuation_coefficent_1day_snpp.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/6	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery, biology				
Satellite - Sea surface temperature - Level 3 - Multi sensor - 1 day - Day and night time	Cloud Optimised AODN dataset of IMOS - SRS - SST - L3S - Multi Sensor - 1 day -	arn:aws:s3:::aodn-cloud-optimised/satellite_ghrsst_l3s_1day_daynighttime_multi_sensor_australia.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/d	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery				
Satellite - Sea surface temperature - Level 3 - Multi sensor - 3 day - Day and night time	Cloud Optimised AODN dataset of IMOS - SRS - SST - L3S - Multi Sensor - 3 day -	arn:aws:s3:::aodn-cloud-optimised/satellite_ghrsst_l3s_3day_daynighttime_multi_sensor_australia.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/4	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery				
Satellite - Sea surface temperature - Level 3 - Single sensor - 1 day - Day and night time	Cloud Optimised AODN dataset of IMOS - SRS - SST - L3S - Single Sensor - 1 day -	arn:aws:s3:::aodn-cloud-optimised/satellite_ghrsst_l3s_1day_daynighttime_single_sensor_australia.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/a	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery				
Satellite - Sea surface temperature - Level 3 - Single sensor - 1 day - Day and night time - Southern Ocean	Cloud Optimised AODN dataset of IMOS - SRS - SST - L3S - Single Sensor - 1 day -	arn:aws:s3:::aodn-cloud-optimised/satellite_ghrsst_l3s_1day_daynighttime_single_sensor_southernocean.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/1	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery				
Satellite - Sea surface temperature - Level 3 - Single sensor - 1 month - Day time	Cloud Optimised AODN dataset of IMOS - SRS - SST - L3S - Single Sensor - 1 month	arn:aws:s3:::aodn-cloud-optimised/satellite_ghrsst_l3s_1month_daytime_single_sensor_australia.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/b	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery				
Satellite - Sea surface temperature - Level 3 - Single sensor - 6 day - Day and night time	Cloud Optimised AODN dataset of IMOS - SRS - SST - L3S - Single Sensor - 6 day -	arn:aws:s3:::aodn-cloud-optimised/satellite_ghrsst_l3s_6day_daynighttime_single_sensor_australia.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/0	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery				
Satellite - Sea surface temperature - Level 3 - Single sensor - Himawari-8 - 1 day - Night time	Cloud Optimised AODN dataset of IMOS - SRS - SST - L3C - Himawari-8 - 1 day - ni	arn:aws:s3:::aodn-cloud-optimised/satellite_ghrsst_l3c_1day_nighttime_himawari8.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/7	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery				
Satellite - Sea surface temperature - Level 4 - Multi sensor - Global Australian	Cloud Optimised AODN dataset of IMOS - SRS - SST - L4 - GAMSSA - World	arn:aws:s3:::aodn-cloud-optimised/satellite_ghrsst_l4_gamssa_1day_multi_sensor_world.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/2	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery				
Satellite - Sea surface temperature - Level 4 - Multi sensor - Regional Australian	Cloud Optimised AODN dataset of IMOS - SRS - SST - L4 - RAMSSA - Australia	arn:aws:s3:::aodn-cloud-optimised/satellite_ghrsst_l4_ramssa_1day_multi_sensor_australia.zarr	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/a	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, satellite imagery				
Satellogic EarthView dataset	Satellogic data includes TOA RGBN COG, VISUAL RGB COG files data and metadata	arn:aws:s3:::satellogic-earthview	us-west-2	S3 Bucket	['[STAC Catalog](https://satellogic-earthview.s3.us-west-2.amazonaws.com/stac/catalog.json)', '[STAC Browser](https://radiantearth.github.io/stac-browser/#/external/satellogic-earthview.s3.us-west-2.amazonaws.com/stac/catalog.json)']	https://satellogic-earthview.s3.us-west-2.amazonaws.com/index.html	https://www.satellogic.com/	[Satellogic](https://www.satellogic.com)	New data will be made available periodically, with annual updates expected in th	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/deed.en)	aws-pds, satellite imagery, earth observation, image processing, geospatial, computer vision, stac, cog	False			
Scottish Public Sector LiDAR Dataset	LiDAR data (DSM, DTM and Laz)	arn:aws:s3:::srsp-open-data	eu-west-2	S3 Bucket		https://remotesensingdata.gov.scot/data#/list	https://remotesensingdata.gov.scot/feedback or email Scottish Government on gi-s	[Joint Nature Conservation Committee](https://jncc.gov.uk/)	New datasets have historically been added every 2-3 years but there is no guaran	All data is made available under the [Open Government Licence v3](http://www.nat	lidar, cities, coastal, environmental, urban, elevation, cog, aws-pds				
Sea Surface Temperature Daily Analysis: European Space Agency Climate Change Initiative product version 2.1	Global daily-mean sea surface temperatures from 1981 onwards, in Zarr format Th	arn:aws:s3:::surftemp-sst	us-west-2	S3 Bucket		https://surftemp.github.io/sst-data-tutorials/	https://www.reading.ac.uk/met/	[University of Reading, Department of Meteorology](https://www.reading.ac.uk/met	yearly	Creative Commons Licence by attribution (https://creativecommons.org/licenses/by	aws-pds, earth observation, oceans, climate, environmental, global, geospatial				
SeeFar V0	Primary SeeFar dataset containing multi-resolution satellite imagery in cloud-op	arn:aws:s3:::seefar-dataset	us-east-1	S3 Bucket		https://coastalcarbon.ai/seefar	James Lowman	Coastal Carbon	Yearly	The SeeFar dataset includes multiple licensing terms, specific to each satellite	geospatial, earth observation, satellite imagery, climate, biodiversity, coastal, machine learning, environmental, sustainability, natural resource, global, mapping, aws-pds				
Sentinel Near Real-time Canada Mirror | Miroir Sentinel temps quasi réel du Canada	Sentinel data over Canada | Données sentinelles au Canada	arn:aws:s3:::sentinel-products-ca-mirror	ca-central-1	S3 Bucket	['[STAC for Sentinel products](https://radiantearth.github.io/stac-browser/#/external/www.eodms-sgdot.nrcan-rncan.gc.ca/stac/collections/sentinel-1)']	https://sentinel.esa.int/web/sentinel/home	eodms-sgdot@nrcan-rncan.gc.ca	[Natural Resources Canada](https://www.nrcan.gc.ca/)	Sentinel-1 is an NRT dataset retrieved from ESA within 90 minutes of satellite d	The access and use of Copernicus Sentinel data is available on a free, full and 	aws-pds, agriculture, earth observation, satellite imagery, geospatial, sustainability, disaster response, synthetic aperture radar, stac				
Sentinel-1 - S3 Inventory files for L1C  and CSV	S3 Inventory files for L1C  and CSV	arn:aws:s3:::sentinel-inventory/	eu-central-1	S3 Bucket		https://roda.sentinel-hub.com/sentinel-s1-l1c/GRD/readme.html	https://forum.sentinel-hub.com/c/aws-sentinel	[Element 84](http://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, disaster response, cog, synthetic aperture radar				
Sentinel-1 - SNS topic for notification of new scenes, can subscribe with Lambda	SNS topic for notification of new scenes, can subscribe with Lambda	arn:aws:sns:eu-central-1:214830741341:SentinelS1L1C	eu-central-1	SNS Topic		https://roda.sentinel-hub.com/sentinel-s1-l1c/GRD/readme.html	https://forum.sentinel-hub.com/c/aws-sentinel	[Element 84](http://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, disaster response, cog, synthetic aperture radar				
Sentinel-1 - Sentinel-1 GRD S3 bucket	Sentinel-1 GRD S3 bucket	arn:aws:s3:::sentinel-s1-l1c	eu-central-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://sentinel-s1-l1c-stac.s3.amazonaws.com/)']	https://roda.sentinel-hub.com/sentinel-s1-l1c/GRD/readme.html	https://forum.sentinel-hub.com/c/aws-sentinel	[Element 84](http://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, disaster response, cog, synthetic aperture radar	False			
Sentinel-1 Mean and Median Annual Mosaic	Data access	arn:aws:s3:::dep-public-data	us-west-2	S3 Bucket		https://digitalearthpacific.org/#/applications	dep@spc.int	[Pacific Community (SPC)](https://www.spc.int/)	Annually	Digital Earth Pacific Data is available under the Creative CommonsAttribution 4.	earth observation, environmental, climate, geoscience, geospatial				
Sentinel-1 Monthly Mosaic	S1 Monthly Mosaic tiles and metadata	arn:aws:s3:::deafrica-sentinel-1	af-south-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/products/s1_monthly_mosaic)']	https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-1_Monthly_Mosa	helpdesk@digitalearthafrica.org	[Digital Earth Africa](https://www.digitalearthafrica.org/)	N/A.	Access to S1 Monthly Mosaic data is free, full and open for the broad Regional, 	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog, synthetic aperture radar	False			
Sentinel-1 Precise Orbit Determination (POD) Products - Notifications for new data	Notifications for new data	arn:aws:sns:us-west-2:211125554030:s1-orbits-object_created	us-west-2	SNS Topic		https://s1-orbits.s3.us-west-2.amazonaws.com/README.html	https://asf.alaska.edu/asf/contact-us/	[The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/)	Updated as new data becomes available on the [Copernicus Data Space Ecosystem](h	Access to Sentinel data is free, full and open for the broad Regional, National,	auxiliary data, disaster response, earth observation, earthquakes, floods, geophysics, sentinel-1, synthetic aperture radar				
Sentinel-1 Precise Orbit Determination (POD) Products - Sentinel-1 Orbits bucket	Sentinel-1 Orbits bucket	arn:aws:s3:::s1-orbits	us-west-2	S3 Bucket	['[AWS S3 Explorer](https://s1-orbits.s3.amazonaws.com/index.html)']	https://s1-orbits.s3.us-west-2.amazonaws.com/README.html	https://asf.alaska.edu/asf/contact-us/	[The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/)	Updated as new data becomes available on the [Copernicus Data Space Ecosystem](h	Access to Sentinel data is free, full and open for the broad Regional, National,	auxiliary data, disaster response, earth observation, earthquakes, floods, geophysics, sentinel-1, synthetic aperture radar				
Sentinel-1 SLC dataset for Germany	Public access to Sentinel-1 SLC IW scenes over Germany	arn:aws:s3:::sentinel1-slc	eu-west-1	S3 Bucket		https://github.com/live-eo/sentinel1-slc/	For any enquires regarding the dataset, please email OpenData at Live-EO opendat	[LiveEO](https://live-eo.com/)	New Sentinel1-SLC IW data are updated regularly in an interval of 6 days, after 	The data usage will inherit and fully comply with the free and open data policy 	aws-pds, disaster response, satellite imagery, geospatial, sustainability, earth observation, environmental, synthetic aperture radar				
Sentinel-1 SLC dataset for South and Southeast Asia, Taiwan, Korea and Japan	Public access to Sentinel-1 SLC IW scenes over South and Southeast Asia, Taiwan	arn:aws:s3:::sentinel1-slc-seasia-pds	ap-southeast-1	S3 Bucket		https://github.com/earthobservatory/sentinel1-opds/	For any enquires regarding data delivery, please email ehill@ntu.edu.sg and stch	[Earth Observatory of Singapore, Nanyang Technological University](https://earth	S1 SLC data for the region of interest will be updated regularly, as it becomes 	The data usage will inherit and fully comply with the free and open data policy 	aws-pds, disaster response, satellite imagery, geospatial, earth observation, environmental, synthetic aperture radar				
Sentinel-2 - Level 1C scenes and metadata, in Requester Pays S3 bucket	Level 1C scenes and metadata, in Requester Pays S3 bucket	arn:aws:s3:::sentinel-s2-l1c	eu-central-1	S3 Bucket	['[Earth Search STAC L1C Collection](https://earth-search.aws.element84.com/v1/collections/sentinel-2-l1c)', '[Earth Search STAC Browser L1C Collection](https://radiantearth.github.io/stac-browser/#/external/earth-search.aws.element84.com/v1/collections/sentinel-2-l1c)', '[STAC V1.0.0 endpoint](https://sentinel-s2-l1c-stac.s3.amazonaws.com/)', '[Earth Viewer by Element 84](https://viewer.aws.element84.com/)']	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac	True			
Sentinel-2 - Level 2A scenes and metadata, in S3 bucket	Level 2A scenes and metadata, in S3 bucket	arn:aws:s3:::sentinel-s2-l2a	eu-central-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://sentinel-s2-l2a-stac.s3.amazonaws.com/)']	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac	False			
Sentinel-2 - New scene notifications for L1C, can subscribe with Lambda	New scene notifications for L1C, can subscribe with Lambda	arn:aws:sns:eu-west-1:214830741341:NewSentinel2Product	eu-west-1	SNS Topic		Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac				
Sentinel-2 - New scene notifications for L2A, can subscribe with Lambda	New scene notifications for L2A, can subscribe with Lambda	arn:aws:sns:eu-central-1:214830741341:SentinelS2L2A	eu-central-1	SNS Topic		Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac				
Sentinel-2 - S3 Inventory files for L1C  and CSV	S3 Inventory files for L1C  and CSV	arn:aws:s3:::sentinel-inventory/sentinel-s2-l1c	eu-central-1	S3 Bucket		Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac				
Sentinel-2 - S3 Inventory files for L2A  and CSV	S3 Inventory files for L2A  and CSV	arn:aws:s3:::sentinel-inventory/sentinel-s2-l2a	eu-central-1	S3 Bucket		Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac				
Sentinel-2 - Zipped archives for each L1C product with 3 day retention period, in Requester P	Zipped archives for each L1C product with 3 day retention period, in Requester P	arn:aws:s3:::sentinel-s2-l1c-zips	eu-central-1	S3 Bucket		Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac	True			
Sentinel-2 - Zipped archives for each L2A product with 3 day retention period, in Requester P	Zipped archives for each L2A product with 3 day retention period, in Requester P	arn:aws:s3:::sentinel-s2-l2a-zips	eu-central-1	S3 Bucket		Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac	True			
Sentinel-2 ACOLITE-DSF Aquatic Reflectance for the Conterminous United States - New scene notification	New scene notification	arn:aws:sns:us-west-2:242201296900:usgs-wma-sentinel-2-aqr-acolite-dsf-object_created	us-west-2	SNS Topic		https://www.sciencebase.gov/catalog/item/640f612dd34e254fd352e1ed	tvking@usgs.gov	[United States Geological Survey](https://www.usgs.gov)	New scenes are added daily.	Contains modified Copernicus Sentinel data, which is available under the Creativ	aws-pds, earth observation, satellite imagery, geospatial, natural resource, cog, water				
Sentinel-2 ACOLITE-DSF Aquatic Reflectance for the Conterminous United States - Scenes and metadata	Scenes and metadata	arn:aws:s3:::usgs-wma-sentinel-2-aqr-acolite-dsf/version_01	us-west-2	S3 Bucket		https://www.sciencebase.gov/catalog/item/640f612dd34e254fd352e1ed	tvking@usgs.gov	[United States Geological Survey](https://www.usgs.gov)	New scenes are added daily.	Contains modified Copernicus Sentinel data, which is available under the Creativ	aws-pds, earth observation, satellite imagery, geospatial, natural resource, cog, water				
Sentinel-2 Cloud-Optimized GeoTIFFs - Collection 1 Level 2A scenes and metadata	Collection 1 Level 2A scenes and metadata	arn:aws:s3:::e84-earth-search-sentinel-data	us-west-2	S3 Bucket	['[Earth Search STAC C1 L2A Collection](https://earth-search.aws.element84.com/v1/collections/sentinel-2-c1-l2a)', '[STAC Browser C1 L2A Collection](https://radiantearth.github.io/stac-browser/#/external/earth-search.aws.element84.com/v1/collections/sentinel-2-c1-l2a)']	https://github.com/Element84/earth-search	opendata@element84.com	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, cog, stac	False			
Sentinel-2 Cloud-Optimized GeoTIFFs - Level 2A scenes and metadata	Level 2A scenes and metadata	arn:aws:s3:::sentinel-cogs	us-west-2	S3 Bucket	['[Earth Search STAC L2A Collection](https://earth-search.aws.element84.com/v1/collections/sentinel-2-l2a)', '[STAC Browser L2A Collection](https://radiantearth.github.io/stac-browser/#/external/earth-search.aws.element84.com/v1/collections/sentinel-2-l2a)']	https://github.com/Element84/earth-search	opendata@element84.com	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, cog, stac	False			
Sentinel-2 Cloud-Optimized GeoTIFFs - New scene notifications, can subscribe with Lambda	New scene notifications, can subscribe with Lambda	arn:aws:sns:us-west-2:608149789419:cirrus-v0-publish	us-west-2	SNS Topic		https://github.com/Element84/earth-search	opendata@element84.com	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, cog, stac				
Sentinel-2 Cloud-Optimized GeoTIFFs - New scene notifications, can subscribe with Lambda	New scene notifications, can subscribe with Lambda	arn:aws:sns:us-west-2:608149789419:cirrus-es-prod-publish	us-west-2	SNS Topic		https://github.com/Element84/earth-search	opendata@element84.com	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, cog, stac				
Sentinel-2 Cloud-Optimized GeoTIFFs - S3 Inventory files for L1C  and CSV	S3 Inventory files for L1C  and CSV	arn:aws:s3:::sentinel-cogs-inventory	us-west-2	S3 Bucket		https://github.com/Element84/earth-search	opendata@element84.com	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, cog, stac				
Sentinel-2 Cloud-Optimized GeoTIFFs - S3 Inventory files for L2A (parquet	S3 Inventory files for L2A (parquet	arn:aws:s3:::e84-earth-search-sentinel-data-inventory	us-west-2	S3 Bucket		https://github.com/Element84/earth-search	opendata@element84.com	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, cog, stac	False			
Sentinel-2 Geometric Median and Absolute Deviations (GeoMAD) over the Pacific	Data access	arn:aws:s3:::dep-public-data	us-west-2	S3 Bucket		https://digitalearthpacific.org/#/applications	dep@spc.int	[Pacific Community (SPC)](https://www.spc.int/)	Annually	Digital Earth Pacific Data is available under the Creative CommonsAttribution 4.	earth observation, geoscience, geospatial				
Sentinel-2 L2A 120m Mosaic	Sentinel-2 L2A 120m mosaics data in a S3 bucket	arn:aws:s3:::sentinel-s2-l2a-mosaic-120	eu-central-1	S3 Bucket		Documentation is available [here](https://sentinel-s2-l2a-mosaic-120.s3.amazonaw	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New data will be added annually.	CC-BY 4.0, Credit: Contains modified Copernicus data [year] processed by Sentine	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, machine learning, cog	False			
Sentinel-3 - Sentinel-3 Cloud Optimized GeoTIFF (COG) format	Sentinel-3 Cloud Optimized GeoTIFF (COG) format	arn:aws:s3:::meeo-s3-cog/	eu-central-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://meeo-s3.s3.amazonaws.com/)']	https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Descri	sentinel3@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, oceans, earth observation, environmental, geospatial, land, satellite imagery, cog, stac				
Sentinel-3 - Sentinel-3 Near Real Time Data (NRT) format	Sentinel-3 Near Real Time Data (NRT) format	arn:aws:s3:::meeo-s3/NRT/	eu-central-1	S3 Bucket		https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Descri	sentinel3@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, oceans, earth observation, environmental, geospatial, land, satellite imagery, cog, stac				
Sentinel-3 - Sentinel-3 Not Time Critical (NTC) format	Sentinel-3 Not Time Critical (NTC) format	arn:aws:s3:::meeo-s3/NTC/	eu-central-1	S3 Bucket		https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Descri	sentinel3@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, oceans, earth observation, environmental, geospatial, land, satellite imagery, cog, stac				
Sentinel-3 - Sentinel-3 Short Time Critical (STC) format	Sentinel-3 Short Time Critical (STC) format	arn:aws:s3:::meeo-s3/STC/	eu-central-1	S3 Bucket		https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Descri	sentinel3@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, oceans, earth observation, environmental, geospatial, land, satellite imagery, cog, stac				
Sentinel-5P Level 2 - Sentinel-5p Cloud Optimised GeoTIFF (COGT) TIFF format	Sentinel-5p Cloud Optimised GeoTIFF (COGT) TIFF format	arn:aws:s3:::meeo-s5p/COGT/	eu-central-1	S3 Bucket	['[STAC V1.0.0 endpoint](https://meeo-s5p.s3.amazonaws.com/index.html?t=catalogs)']	https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel5P_Desc	sentinel5p@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, air quality, atmosphere, earth observation, environmental, geospatial, satellite imagery, cog, stac				
Sentinel-5P Level 2 - Sentinel-5p Near Real Time Data (NRTI) NetCDF format	Sentinel-5p Near Real Time Data (NRTI) NetCDF format	arn:aws:s3:::meeo-s5p/NRTI/	eu-central-1	S3 Bucket		https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel5P_Desc	sentinel5p@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, air quality, atmosphere, earth observation, environmental, geospatial, satellite imagery, cog, stac				
Sentinel-5P Level 2 - Sentinel-5p Off Line Data (OFFL) NetCDF format	Sentinel-5p Off Line Data (OFFL) NetCDF format	arn:aws:s3:::meeo-s5p/OFFL/	eu-central-1	S3 Bucket		https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel5P_Desc	sentinel5p@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, air quality, atmosphere, earth observation, environmental, geospatial, satellite imagery, cog, stac				
Sentinel-5P Level 2 - Sentinel-5p Reprocessed Data (RPRO) NetCDF format	Sentinel-5p Reprocessed Data (RPRO) NetCDF format	arn:aws:s3:::meeo-s5p/RPRO/	eu-central-1	S3 Bucket		https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel5P_Desc	sentinel5p@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, air quality, atmosphere, earth observation, environmental, geospatial, satellite imagery, cog, stac				
Ships of Opportunity - Air-sea fluxes - Meteorological and flux - Delayed mode	Cloud Optimised AODN dataset of IMOS-SOOP-Air Sea Flux	arn:aws:s3:::aodn-cloud-optimised/vessel_air_sea_flux_product_delayed.parquet	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/0	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, air temperature, atmosphere, meteorological, radiation				
Ships of Opportunity - Air-sea fluxes - Meteorological and sea surface temperature - Real time	Cloud Optimised AODN dataset of IMOS - SOOP-Air Sea Flux (ASF) sub-facility - Me	arn:aws:s3:::aodn-cloud-optimised/vessel_air_sea_flux_sst_meteo_realtime.parquet	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/9	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, air temperature, atmosphere, meteorological, precipitation, radiation				
Ships of Opportunity - Biogeochemical sensors - Delayed mode	Cloud Optimised AODN dataset of IMOS - SOOP Underway CO2 Measurements Research G	arn:aws:s3:::aodn-cloud-optimised/vessel_co2_delayed_qc.parquet	ap-southeast-2	S3 Bucket		https://catalogue-imos.aodn.org.au/geonetwork/srv/eng/catalog.search#/metadata/6	info@aodn.org.au	AODN	As Needed	http://creativecommons.org/licenses/by/4.0/	oceans, chemistry, atmosphere, meteorological				
Sofar Spotter Archive	Hourly position, wave spectra and bulk wave parameters from global free drifting	arn:aws:s3:::sofar-spotter-archive	us-west-2	S3 Bucket	['[Browse Bucket](https://sofar-spotter-archive.s3.amazonaws.com/index.html)']	[Spotter Technical Reference Manual](https://content.sofarocean.com/hubfs/Spotte	opendata@sofarocean.com	[Sofar Ocean](https://www.sofarocean.com/company/contact-us)	As available	[Sofar Data Access Agreement](https://sofarocean.notion.site/sofarocean/Sofar-Da	aws-pds, climate, meteorological, sustainability, weather, oceans, environmental, oceans				
SondeHub Radiosonde Telemetry	Radiosonde Telemetry as JSON blobs of Universal Telemetry format	arn:aws:s3:::sondehub-history	us-east-1	S3 Bucket	['[Browse Bucket by serial number](http://sondehub-history.s3-website-us-east-1.amazonaws.com/#serial/)', '[Browse Bucket by date/time](http://sondehub-history.s3-website-us-east-1.amazonaws.com/#date/)']	https://github.com/projecthorus/sondehub-infra/wiki/Amazon-Open-Data	Michaela Wheeler <vk3fur@sondehub.org>	[SondeHub](https://sondehub.org/)	Data is updated as we receive it	Creative Commons BY-SA 2.0	aws-pds, climate, environmental, weather, GPS				
Sounds of Central African landscapes	Nouabale-Ndoki landscape sound data	arn:aws:s3:::congo8khz-pnnn	us-west-2	S3 Bucket		https://elephantlisteningproject.org/congo-soundscapes-public-database/	elephant-lp@cornell.edu	Center for Conservation Bioacoustics, Cornell University (https://elephantlisten	New sound data spanning 4-month time periods added as soon as possible	These sound files are freely available for scientific study andexploration, incl	aws-pds, biodiversity, ecosystems, biology, land, life sciences, natural resource, survey, geospatial				
Southern California Earthquake Data	Seismic waveform data (miniSEED format) and earthquake catalog (ascii)	arn:aws:s3:::scedc-pds	us-west-2	S3 Bucket		https://scedc.caltech.edu/data/cloud.html	scedc@gps.caltech.edu	[Southern California Earthquake Data Center](https://scedc.caltech.edu)	Daily	SCEDC herby grants the non-exclusive, royalty free, non-transferable, worldwide 	aws-pds, earth observation, earthquakes, seismology				
SpaceEye-T VVHR EO Open Data - Notifications for new SpaceEye-T VVHR EO Open data	Notifications for new SpaceEye-T VVHR EO Open data	arn:aws:sns:us-west-2:348881531141:st-vvhr-opendata-object_created	us-west-2	SNS Topic		https://www.si-imaging.com/page/72?sca=SpaceEye-T	https://www.si-imaging.com	[SI Imaging Services](https://www.si-imaging.com/)	The dataset is frequently updated. The frequent updates include the time-series 	Creative Commons Attribution 4.0 International (CC BY 4.0).For more information,	aws-pds, satellite imagery, earth observation, disaster response, geospatial, image processing				
SpaceEye-T VVHR EO Open Data - SpaceEye-T Imagery Collection	SpaceEye-T Imagery Collection	arn:aws:s3:::st-vvhr-opendata	us-west-2	S3 Bucket	['[Browse Bucket](http://st-vvhr-opendata.s3-website.us-west-2.amazonaws.com/)']	https://www.si-imaging.com/page/72?sca=SpaceEye-T	https://www.si-imaging.com	[SI Imaging Services](https://www.si-imaging.com/)	The dataset is frequently updated. The frequent updates include the time-series 	Creative Commons Attribution 4.0 International (CC BY 4.0).For more information,	aws-pds, satellite imagery, earth observation, disaster response, geospatial, image processing				
SpaceNet	Imagery and metadata in a S3 bucket	arn:aws:s3:::spacenet-dataset	us-east-1	S3 Bucket		https://spacenet.ai/	https://spacenet.ai/contact-us/	[SpaceNet](https://spacenet.ai/)	New imagery and features are added quarterly	Various (See [here](https://spacenet.ai/datasets/) for more details)	aws-pds, geospatial, computer vision, machine learning, earth observation, disaster response, satellite imagery				
Speedtest by Ookla Global Fixed and Mobile Network Performance Maps	Parquet and Shapefiles	arn:aws:s3:::ookla-open-data	us-west-2	S3 Bucket		[Performance Maps Overview](https://github.com/teamookla/ookla-open-data)	opendata@ookla.com	[Ookla](https://www.ookla.com/ookla-for-good)	Quarterly	"""[CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/)"""	analytics, aws-pds, broadband, cities, civic, disaster response, geospatial, global, government spending, infrastructure, internet, mapping, parquet, network traffic, regulatory, telecommunications, tiles				
Spitzer Enhanced Imaging Products (SEIP) Super Mosaics	SEIP Super Mosaics: 36, 45, 58, 8, and 24 micron mean and median mosaics with	arn:aws:s3:::nasa-irsa-spitzer/spitzer/seip	us-west-2	S3 Bucket		https://irsa.ipac.caltech.edu/data/SPITZER/Enhanced/SEIP/overview.html	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	This data set may be updated once or twice in the future.	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, satellite imagery, survey	False	False		
State of Colorado Elevation Data - Colorado Elevation Data (LiDAR)	Colorado Elevation Data (LiDAR)	arn:aws:s3:::colorado-public-elevation-data	us-west-2	S3 Bucket		https://docs.google.com/document/d/1HMO-d4cCrBvFa2F6-N3lhP6rkezlvBmSUFA5S8t_ekQ/	oit_gis@state.co.us	State of Colorado Governors Office of Information Technology OIT GIS team	Periodically	https://creativecommons.org/publicdomain/zero/1.0/legalcode	aws-pds, geospatial, imaging, mapping				
State of Colorado Elevation Data - Notifications for new Colorado Elevation data	Notifications for new Colorado Elevation data	arn:aws:sns:us-west-2:180294215083:colorado-public-elevation-data-object_created	us-west-2	SNS Topic		https://docs.google.com/document/d/1HMO-d4cCrBvFa2F6-N3lhP6rkezlvBmSUFA5S8t_ekQ/	oit_gis@state.co.us	State of Colorado Governors Office of Information Technology OIT GIS team	Periodically	https://creativecommons.org/publicdomain/zero/1.0/legalcode	aws-pds, geospatial, imaging, mapping				
State of Colorado Imagery - Notifications for real-time data updates	Notifications for real-time data updates	arn:aws:sns:us-west-2:180294215083:colorado-public-imagery-object_created	us-west-2	SNS Topic		https://docs.google.com/document/d/1YDHignUj9lQTMw2J-SqA96MTP8KmJYtk2ZKKC2ZYuPE/	oit_gis@state.co.us	State of Colorado Governors Office of Information Technology OIT GIS team	Periodically	https://creativecommons.org/publicdomain/zero/1.0/legalcode	aws-pds, aerial imagery, geospatial, imaging, mapping				
State of Colorado Imagery - The State of Colorado historic public aerial imagery Currently, NAIP is availab	The State of Colorado historic public aerial imagery Currently, NAIP is availab	arn:aws:s3:::colorado-public-imagery	us-west-2	S3 Bucket		https://docs.google.com/document/d/1YDHignUj9lQTMw2J-SqA96MTP8KmJYtk2ZKKC2ZYuPE/	oit_gis@state.co.us	State of Colorado Governors Office of Information Technology OIT GIS team	Periodically	https://creativecommons.org/publicdomain/zero/1.0/legalcode	aws-pds, aerial imagery, geospatial, imaging, mapping				
Storm EVent ImageRy (SEVIR)	Dataset of storm imagery	arn:aws:s3:::sevir	us-west-2	S3 Bucket		https://nbviewer.jupyter.org/github/MIT-AI-Accelerator/eie-sevir/blob/master/exa	mark.veillette@mit.edu	Mark S. Veillette	New events will be added to SEVIR yearly	There are no restrictions on the use of this data.	satellite imagery, weather, meteorological, aws-pds				
Sub-Meter Canopy Tree Height of California in 2020 by CTrees.org	Cloud-optimized GeoTIFF files with names corresponding to image of California fo	arn:aws:s3:::ctrees-tree-height-ca-2020/	us-west-2	S3 Bucket	['[Browse CTrees Bucket](https://ctrees-tree-height-ca-2020.s3.us-west-2.amazonaws.com/index.html)']	[Project overview](https://ctrees.org/products/tree-level)	info@ctrees.org	[CTrees](https://ctrees.org/)	TBD	https://creativecommons.org/licenses/by/4.0/	aws-pds, cog, earth observation, land cover, deep learning, aerial imagery, image processing, environmental, conservation, geospatial				
Swiss Public Transport Stops	data files ESRI FGDB, CSV , MapInfo, Interlis	arn:aws:s3:::data.geo.admin.ch/ch.bav.haltestellen-oev/data.zip	eu-west-1	S3 Bucket	['[Browse Bucket](https://data.geo.admin.ch/index.html)']	https://www.bav.admin.ch/bav/de/home/allgemeine-themen/fachthemen/geoinformation	fredi.daellenbach@bav.admin.ch	Swiss Geoportal	annually	You may use this dataset for non-commercial purposes. You may use this dataset f	aws-pds, cities, geospatial, infrastructure, mapping, traffic, transportation				
Terra Fusion Data Sampler	AWS S3 Public Bucket Containing Terra Basic Fusion Hierarchical Data Format 5 (H	arn:aws:s3:::terrafusiondatasampler	us-west-2	S3 Bucket		https://go.illinois.edu/terra-fusion-doc	gdi@illinois.edu	University of Illinois	Static, with a planned update for years 2016-2020 in the future.	Creative Commons Level 0	aws-pds, geospatial, satellite imagery				
Terrain Tiles - Gridded elevation tiles	Gridded elevation tiles	arn:aws:s3:::elevation-tiles-prod	us-east-1	S3 Bucket	['[Browse Map](https://elevation-tiles-prod.s3.amazonaws.com/index.html)']	https://github.com/tilezen/joerd/tree/master/docs	https://github.com/tilezen/joerd/issues	Mapzen, a Linux Foundation project	New data is added based on community feedback	https://github.com/tilezen/joerd/blob/master/docs/attribution.md	aws-pds, agriculture, elevation, earth observation, geospatial, disaster response				
Terrain Tiles - Gridded elevation tiles - replication in EU region	Gridded elevation tiles - replication in EU region	arn:aws:s3:::elevation-tiles-prod-eu	eu-central-1	S3 Bucket		https://github.com/tilezen/joerd/tree/master/docs	https://github.com/tilezen/joerd/issues	Mapzen, a Linux Foundation project	New data is added based on community feedback	https://github.com/tilezen/joerd/blob/master/docs/attribution.md	aws-pds, agriculture, elevation, earth observation, geospatial, disaster response				
Toxicant Exposures and Responses by Genomic and Epigenomic Regulators of Transcription (TaRGET)	Released and archived TaRGET II data	arn:aws:s3:::targetepigenomics	us-west-2	S3 Bucket		https://data.targetepigenomics.org/	targetdcc16@gmail.com	TaRGET II Data Coordination Center (TaRGET-DCC)	TaRGET-DCC offers monthly data releases, although this dataset may not be update	External data users may freely download, analyze, and publish results based on a	biology, bioinformatics, genetic, genomic, life sciences, environmental, epigenomics, aws-pds				
Tropical Cyclone Precipitation, Infrared, Microwave, and Environmental Dataset (TC PRIMED)	The Tropical Cyclone Precipitation, Infrared, Microwave and Environmental Datase	arn:aws:s3:::noaa-nesdis-tcprimed-pds	us-east-1	S3 Bucket	['[Browse Bucket](https://noaa-nesdis-tcprimed-pds.s3.amazonaws.com/index.html)']	https://rammb-data.cira.colostate.edu/tcprimed/TCPRIMED_v01r01_documentation.pdf	CIRA_tcprimed [at] colostate [dot] edu	[CIRA](https://www.cira.colostate.edu/)	Annually for the final version, several months after the conclusion of the North	NOAA data disseminated through NODD are open to the public and can be used as de	atmosphere, aws-pds, earth observation, environmental, geophysics, geoscience, global, meteorological, model, netcdf, precipitation, satellite imagery, weather				
USGS 3DEP LiDAR Point Clouds - A Requester Pays Bucket of Raw LAZ 14 3DEP data Data in this bucket is more co	A Requester Pays Bucket of Raw LAZ 14 3DEP data Data in this bucket is more co	arn:aws:s3:::usgs-lidar	us-west-2	S3 Bucket		https://github.com/hobu/usgs-lidar/	https://github.com/hobu/usgs-lidar	[Hobu, Inc.](https://hobu.co)	Periodically	US Government Public Domain https://www.usgs.gov/faqs/what-are-terms-uselicensin	aws-pds, agriculture, elevation, disaster response, geospatial, lidar, stac	True			
USGS 3DEP LiDAR Point Clouds - Public access Entwine Point Tiles of most resources from the ``arn:aws:s3:::usgs	Public access Entwine Point Tiles of most resources from the ``arn:aws:s3:::usgs	arn:aws:s3:::usgs-lidar-public	us-west-2	S3 Bucket	['[STAC Catalog](https://usgs-lidar-stac.s3-us-west-2.amazonaws.com/ept/catalog.json)']	https://github.com/hobu/usgs-lidar/	https://github.com/hobu/usgs-lidar	[Hobu, Inc.](https://hobu.co)	Periodically	US Government Public Domain https://www.usgs.gov/faqs/what-are-terms-uselicensin	aws-pds, agriculture, elevation, disaster response, geospatial, lidar, stac				
USGS Landsat - New scene notifications, Level 3 Science Products	New scene notifications, Level 3 Science Products	arn:aws:sns:us-west-2:673253540267:public-c2-level-3-tile-notify-v2	us-west-2	SNS Topic		https://www.usgs.gov/core-science-systems/nli/landsat/landsat-commercial-cloud-d	https://answers.usgs.gov/	[United States Geological Survey](https://www.usgs.gov)	New scenes are added daily.	There are no restrictions on Landsat data downloaded from the USGS; it can be us	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac, cog				
USGS Landsat - New scene notifications, Level-1 and Level-2 Scenes	New scene notifications, Level-1 and Level-2 Scenes	arn:aws:sns:us-west-2:673253540267:public-c2-notify-v2	us-west-2	SNS Topic		https://www.usgs.gov/core-science-systems/nli/landsat/landsat-commercial-cloud-d	https://answers.usgs.gov/	[United States Geological Survey](https://www.usgs.gov)	New scenes are added daily.	There are no restrictions on Landsat data downloaded from the USGS; it can be us	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac, cog				
USGS Landsat - New scene notifications, US ARD Tiles	New scene notifications, US ARD Tiles	arn:aws:sns:us-west-2:673253540267:public-c2-ard-tile-notify-v2	us-west-2	SNS Topic		https://www.usgs.gov/core-science-systems/nli/landsat/landsat-commercial-cloud-d	https://answers.usgs.gov/	[United States Geological Survey](https://www.usgs.gov)	New scenes are added daily.	There are no restrictions on Landsat data downloaded from the USGS; it can be us	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac, cog				
USGS Landsat - Scenes and metadata	Scenes and metadata	arn:aws:s3:::usgs-landsat/collection02/	us-west-2	S3 Bucket	['[STAC Catalog](https://landsatlook.usgs.gov/stac-server/collections)']	https://www.usgs.gov/core-science-systems/nli/landsat/landsat-commercial-cloud-d	https://answers.usgs.gov/	[United States Geological Survey](https://www.usgs.gov)	New scenes are added daily.	There are no restrictions on Landsat data downloaded from the USGS; it can be us	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac, cog	True			
Umbra Synthetic Aperture Radar (SAR) Open Data	Umbra Spotlight collects including GEC, SICD, SIDD, CPHD data and metadata	arn:aws:s3:::umbra-open-data-catalog	us-west-2	S3 Bucket	['[Browse Bucket](http://umbra-open-data-catalog.s3-website.us-west-2.amazonaws.com/)', '[STAC Browser](https://radiantearth.github.io/stac-browser/#/external/s3.us-west-2.amazonaws.com/umbra-open-data-catalog/stac/catalog.json)']	https://help.umbra.space/product-guide	help@umbra.space	[Umbra](http://umbra.space/)	New data is added frequently. The frequent updates enable users to analyze the t	All data is provided with a Creative Commons License ([CC by 4.0](https://umbra.	aws-pds, synthetic aperture radar, stac, satellite imagery, earth observation, image processing, geospatial	False			
VENUS L2A Cloud-Optimized GeoTIFFs - New Venus L2A dataset notifications, can subscribe with Lambda	New Venus L2A dataset notifications, can subscribe with Lambda	arn:aws:sns:us-east-1:794383284256:venus-l2a-cogs-object_created	us-east-1	SNS Topic		https://github.com/earthdaily/venus-on-aws/	Klaus Bachhuber - klaus.bachhuber@earthdaily.com	[EarthDaily Analytics](https://earthdaily.com/)	New Venus data are added regularly	https://creativecommons.org/licenses/by-nc/4.0/	aws-pds, agriculture, earth observation, satellite imagery, geospatial, image processing, natural resource, disaster response, cog, stac, activity detection, environmental, land cover				
VENUS L2A Cloud-Optimized GeoTIFFs - Venus L2A dataset (COG) and metadata (STAC)	Venus L2A dataset (COG) and metadata (STAC)	arn:aws:s3:::venus-l2a-cogs	us-east-1	S3 Bucket	['[STAC Browser Venus L2A (COG) Catalog](https://radiantearth.github.io/stac-browser/#/external/venus-l2a-cogs.s3.us-east-1.amazonaws.com/catalog.json)']	https://github.com/earthdaily/venus-on-aws/	Klaus Bachhuber - klaus.bachhuber@earthdaily.com	[EarthDaily Analytics](https://earthdaily.com/)	New Venus data are added regularly	https://creativecommons.org/licenses/by-nc/4.0/	aws-pds, agriculture, earth observation, satellite imagery, geospatial, image processing, natural resource, disaster response, cog, stac, activity detection, environmental, land cover	False			
Vermont Open Geospatial on AWS - Elevation datsets (primarily lidar based) are organized in this bucket as statew	Elevation datsets (primarily lidar based) are organized in this bucket as statew	arn:aws:s3:::vtopendata-prd/Elevation	us-east-2	S3 Bucket		https://vcgi.vermont.gov/data-and-programs/	If you have specific questions please contact - vcgi@vermont.gov	[Vermont Center for Geographic Information](https://vcgi.vermont.gov)	Vermont acquires statewide imagery approximately once every other year. Lidar is	Public Domain with Attribution	earth observation, aerial imagery, geospatial, lidar, elevation, land cover	False			
Vermont Open Geospatial on AWS - Imagery datsets are organized in this bucket as statewide file mosaics and by ac	Imagery datsets are organized in this bucket as statewide file mosaics and by ac	arn:aws:s3:::vtopendata-prd/Imagery	us-east-2	S3 Bucket		https://vcgi.vermont.gov/data-and-programs/	If you have specific questions please contact - vcgi@vermont.gov	[Vermont Center for Geographic Information](https://vcgi.vermont.gov)	Vermont acquires statewide imagery approximately once every other year. Lidar is	Public Domain with Attribution	earth observation, aerial imagery, geospatial, lidar, elevation, land cover	False			
Vermont Open Geospatial on AWS - Landcover datsets are organized in this bucket as statewide file mosaics These	Landcover datsets are organized in this bucket as statewide file mosaics These	arn:aws:s3:::vtopendata-prd/Landcover	us-east-2	S3 Bucket		https://vcgi.vermont.gov/data-and-programs/	If you have specific questions please contact - vcgi@vermont.gov	[Vermont Center for Geographic Information](https://vcgi.vermont.gov)	Vermont acquires statewide imagery approximately once every other year. Lidar is	Public Domain with Attribution	earth observation, aerial imagery, geospatial, lidar, elevation, land cover	False			
Version 2 High Resolution Canopy Height Maps by WRI and Meta - Global Canopy Height maps GeoTIFF files and Geojson files with observation date	Global Canopy Height maps GeoTIFF files and Geojson files with observation date	arn:aws:s3:::dataforgood-fb-data/forests/v2/global/dinov3_global_chm_v2_ml3/	us-east-1	S3 Bucket		https://github.com/facebookresearch/dinov3	dataforgood@meta.com	[Meta](https://dataforgood.fb.com/)	TBD	https://creativecommons.org/licenses/by/4.0/	aws-pds, cog, earth observation, climate, land cover, agriculture, machine learning, aerial imagery, satellite imagery, image processing, geospatial				
Version 2 High Resolution Canopy Height Maps by WRI and Meta - Notifications for new Version 2 High Resolution Canopy Height Maps by WRI and Me	Notifications for new Version 2 High Resolution Canopy Height Maps by WRI and Me	arn:aws:sns:us-east-1:632571768781:dataforgood-fb-object_created	us-east-1	SNS Topic		https://github.com/facebookresearch/dinov3	dataforgood@meta.com	[Meta](https://dataforgood.fb.com/)	TBD	https://creativecommons.org/licenses/by/4.0/	aws-pds, cog, earth observation, climate, land cover, agriculture, machine learning, aerial imagery, satellite imagery, image processing, geospatial				
Virtual Shizuoka, 3D Point Cloud Data	Point Cloud Data of Shizuoka Prefecture, Japan	arn:aws:s3:::virtual-shizuoka	ap-northeast-1	S3 Bucket		https://github.com/aigidjp/opendata_virtualshizuoka/README.md	virtualshizuoka@aigid.jp	[AIGID](https://aigid.jp/)	Currently not scheduled	Creative Commons Attribution 4.0 International (CC-BY 4.0) and Open Data Commons	aws-pds, bathymetry, disaster response, elevation, geospatial, japanese, land, lidar, mapping				
WIS2 Global Cache on AWS - Core data as defined in the WMO Unified Data Policy (Resolution 1 (Cg-19)) and t	Core data as defined in the WMO Unified Data Policy (Resolution 1 (Cg-19)) and t	arn:aws:s3:::wis2globalcache	us-east-1	S3 Bucket	['[Browse Bucket](https://wis2globalcache.s3.us-east-1.amazonaws.com/index.html)']	https://www.metoffice.gov.uk/services/data/external-data-channels	gisc-exeter@metoffice.gov.uk	[Met Office](https://www.metoffice.gov.uk/)	New data added as soon as available from origin WIS2 Nodes.	There are no restrictions on the use of this data. Attribution of original sourc	aws-pds, atmosphere, forecast, geoscience, climate, earth observation, hydrology, meteorological, model, oceans, weather				
WIS2 Global Cache on AWS - Notifications for new wis2globalcache data	Notifications for new wis2globalcache data	arn:aws:sns:us-east-1:211648629506:wis2globalcache-object_created	us-east-1	SNS Topic		https://www.metoffice.gov.uk/services/data/external-data-channels	gisc-exeter@metoffice.gov.uk	[Met Office](https://www.metoffice.gov.uk/)	New data added as soon as available from origin WIS2 Nodes.	There are no restrictions on the use of this data. Attribution of original sourc	aws-pds, atmosphere, forecast, geoscience, climate, earth observation, hydrology, meteorological, model, oceans, weather				
Whiffle WINS50 Open Data on AWS	Whiffle WINS50 LES Data	arn:aws:s3:::whiffle-wins50-data	eu-central-1	S3 Bucket	['[Browse Bucket](https://whiffle-wins50-data.s3.amazonaws.com/index.html)']	https://gitlab.com/whiffle-public/whiffle-open-data	support@whiffle.nl	[Whiffle](http://www.whiffle.nl/)	No updates planned.	CC BY-SA 4.0	aws-pds, weather, sustainability, atmosphere, electricity, meteorological, model, zarr, turbulence				
Wildfire Projections to Support Climate Resilience	Wildfire Projections to Support Climate Resilience, see https://analyticscal-ad	arn:aws:s3:::wfclimres	us-west-2	S3 Bucket		https://analytics.cal-adapt.org/data/	analytics@cal-adapt.org	Cal-Adapt: Analytics Engine (by Eagle Rock Analytics, Inc.)	Infrequent, Irregular	Varies, see dataset specific metadata	aws-pds, climate, climate model, climate projections, weather, solar, energy, electricity, sustainability, agriculture, environmental, meteorological, geospatial, disaster response				
World Bank - Light Every Night	Light Every Night dataset of all VIIRS DNB and DMSP-OLS nighttime satellite data	arn:aws:s3:::globalnightlight	us-east-1	S3 Bucket	['[STAC 1.0.0-beta.2 endpoint](https://stacindex.org/catalogs/world-bank-light-every-night#/)']	https://worldbank.github.io/OpenNightLights/wb-light-every-night-readme.html	Trevor Monroe tmonroe@worldbank.org; Benjamin P. Stewart bstewart@worldbankgroup	[World Bank Group](https://www.worldbank.org/en/home)	Quarterly	[World Bank Open Database License (ODbL)](https://creativecommons.org/licenses/b	disaster response, earth observation, satellite imagery, aws-pds, stac, cog				
World Bank Climate Change Knowledge Portal (CCKP)	World Bank Climate Change Knowledge Portal observed and projected climate datase	arn:aws:s3:::wbg-cckp	us-west-2	S3 Bucket		https://worldbank.github.io/climateknowledgeportal	C. MacKenzie Dove cdove@worldbank.org; askclimate@worldbank.org	[World Bank Group](https://www.worldbank.org/en/home)	Semi-annually	[World Bank Open Database License (ODbL)](https://creativecommons.org/licenses/b	aws-pds, climate, climate model, earth observation, climate projections, CMIP6, netcdf				
iNaturalist Licensed Observation Images	Image files (eg JPEG) associated with metadata describing the observation asso	arn:aws:s3:::inaturalist-open-data	us-east-1	S3 Bucket		"Documentation can be found <a href=""https://github.com/inaturalist/inaturalist-o"	help@inaturalist.org	[iNaturalist](https://www.inaturalist.org/) is an independent, tax-exempt, 501(c	Images are posted in real time, and we are currently copying over images from ex	Creative Commons or Public Domain (CC0), varying by image. More information on h	aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences				
iSDAsoil	iSDAsoil data and covariates	arn:aws:s3:::isdasoil	us-west-2	S3 Bucket	['[Browse data using the STAC viewer](https://isdasoil.s3.amazonaws.com/index.html)']	https://www.isda-africa.com/isdasoil/isdasoil-on-aws/	info@isda-africa.com	[Innovative Solutions for Decision Agriculture (iSDA)](https://www.isda-africa.c	Based upon the availability of new data	CC-BY 4.0	agriculture, analytics, aws-pds, biodiversity, conservation, deep learning, food security, geospatial, machine learning, satellite imagery				
nuPlan - Globally cached distribution of the nuPlan Dataset Web frontend is available to	Globally cached distribution of the nuPlan Dataset Web frontend is available to		ap-northeast-1	CloudFront Distribution		https://nuplan.org	https://nuplan.org	[Motional, Inc.](https://motional.com)	Finalized	[Commercial](https://www.nuscenes.org/terms-of-use)	aws-pds, autonomous vehicles, lidar, robotics, transportation, urban			https://d1qinkmu0ju04f.cloudfront.net	
nuPlan - nuPlan Dataset	nuPlan Dataset	arn:aws:s3:::motional-nuplan	ap-northeast-1	S3 Bucket	['[Browse Bucket](https://motional-nuplan.s3.ap-northeast-1.amazonaws.com/index.html)']	https://nuplan.org	https://nuplan.org	[Motional, Inc.](https://motional.com)	Finalized	[Commercial](https://www.nuscenes.org/terms-of-use)	aws-pds, autonomous vehicles, lidar, robotics, transportation, urban				
nuScenes - Globally cached distribution of the nuScenes Dataset Web frontend is available	Globally cached distribution of the nuScenes Dataset Web frontend is available		ap-northeast-1	CloudFront Distribution		https://www.nuscenes.org	https://www.nuscenes.org	[Motional, Inc.](https://motional.com)	Finalized	[Commercial](https://www.nuscenes.org/terms-of-use)	aws-pds, autonomous vehicles, computer vision, lidar, robotics, transportation, urban			https://d36yt3mvayqw5m.cloudfront.net	
nuScenes - nuScenes Dataset	nuScenes Dataset	arn:aws:s3:::motional-nuscenes	ap-northeast-1	S3 Bucket	['[Browse Bucket](https://motional-nuscenes.s3.ap-northeast-1.amazonaws.com/index.html)']	https://www.nuscenes.org	https://www.nuscenes.org	[Motional, Inc.](https://motional.com)	Finalized	[Commercial](https://www.nuscenes.org/terms-of-use)	aws-pds, autonomous vehicles, computer vision, lidar, robotics, transportation, urban				
real-changesets - New File Notification	New File Notification	arn:aws:sns:us-west-2:877446169145:real-changesets-object_created	us-west-2	SNS Topic		https://github.com/osmus/osmcha-charter-project/blob/main/real-changesets-docs.m	team@openstreetmap.us	OpenStreetMap US	Minutely	[Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/)	geospatial, osm, mapping, disaster response, aws-pds				
real-changesets - real-changesets	real-changesets	arn:aws:s3:::real-changesets	us-west-2	S3 Bucket		https://github.com/osmus/osmcha-charter-project/blob/main/real-changesets-docs.m	team@openstreetmap.us	OpenStreetMap US	Minutely	[Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/)	geospatial, osm, mapping, disaster response, aws-pds