Merge branch 'main' into 78-remove-notebooks-code-reliant-valkyrie

Author: trey-stafford

CODE_OF_CONDUCT.md

@@ -1,76 +1,35 @@
-# Contributor Covenant Code of Conduct
+# Code of Conduct
 
-## Our Pledge
+## 1. Our Commitment
 
-In the interest of fostering an open and welcoming environment, we as
-contributors and maintainers pledge to making participation in our project and
-our community a harassment-free experience for everyone, regardless of age, body
-size, disability, ethnicity, sex characteristics, gender identity and expression,
-level of experience, education, socio-economic status, nationality, personal
-appearance, race, religion, or sexual identity and orientation.
+We are dedicated to fostering a respectful environment for everyone contributing to this project. We expect all participants to treat each other with respect, professionalism, and kindness.
 
-## Our Standards
+## 2. Expected Behavior
 
-Examples of behavior that contributes to creating a positive environment
-include:
+- Be respectful and considerate of others.
+- Engage in constructive discussions and offer helpful feedback.
+- Gracefully accept constructive criticism.
 
-* Using welcoming and inclusive language
-* Being respectful of differing viewpoints and experiences
-* Gracefully accepting constructive criticism
-* Focusing on what is best for the community
-* Showing empathy towards other community members
+## 3. Unacceptable Behavior
 
-Examples of unacceptable behavior by participants include:
+The following behaviors will not be tolerated:
 
-* The use of sexualized language or imagery and unwelcome sexual attention or
- advances
-* Trolling, insulting/derogatory comments, and personal or political attacks
-* Public or private harassment
-* Publishing others' private information, such as a physical or electronic
- address, without explicit permission
-* Other conduct which could reasonably be considered inappropriate in a
- professional setting
+- Harassment, discrimination, or intimidation of any kind.
+- Offensive, abusive, or derogatory language and actions.
+- Personal attacks or insults.
+- Trolling or disruptive conduct.
+- Sharing inappropriate content.
 
-## Our Responsibilities
+## 4. Reporting Violations
+If you experience or witness any behavior that violates this Code of Conduct, please report it by contacting the project maintainers. All reports will be reviewed confidentially.
 
-Project maintainers are responsible for clarifying the standards of acceptable
-behavior and are expected to take appropriate and fair corrective action in
-response to any instances of unacceptable behavior.
+## 5. Enforcement
+Violations of this Code of Conduct may result in actions such as warnings, temporary bans, or permanent exclusion from participation at the discretion of the maintainers.
 
-Project maintainers have the right and responsibility to remove, edit, or
-reject comments, commits, code, wiki edits, issues, and other contributions
-that are not aligned to this Code of Conduct, or to ban temporarily or
-permanently any contributor for other behaviors that they deem inappropriate,
-threatening, offensive, or harmful.
+## Contact Info
+Email: <[email protected]>
+Organization: National Snow and Ice Data Center¹
+Website: <https://nsidc.org/>
+Date last modified: 01-22-2025
 
-## Scope
-
-This Code of Conduct applies both within project spaces and in public spaces
-when an individual is representing the project or its community. Examples of
-representing a project or community include using an official project e-mail
-address, posting via an official social media account, or acting as an appointed
-representative at an online or offline event. Representation of a project may be
-further defined and clarified by project maintainers.
-
-## Enforcement
-
-Instances of abusive, harassing, or otherwise unacceptable behavior may be
-reported by contacting the project team at [email protected]. All
-complaints will be reviewed and investigated and will result in a response that
-is deemed necessary and appropriate to the circumstances. The project team is
-obligated to maintain confidentiality with regard to the reporter of an incident.
-Further details of specific enforcement policies may be posted separately.
-
-Project maintainers who do not follow or enforce the Code of Conduct in good
-faith may face temporary or permanent repercussions as determined by other
-members of the project's leadership.
-
-## Attribution
-
-This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4,
-available at https://www.contributor-covenant.org/version/1/4/code-of-conduct.html
-
-[homepage]: https://www.contributor-covenant.org
-
-For answers to common questions about this code of conduct, see
-https://www.contributor-covenant.org/faq
+¹Work performed under NASA contract 80GSFC23CA035.

README.md

@@ -11,6 +11,33 @@ This combined repository includes tutorials and code resources provided by the N
 
 ## Tutorials
 
+### [ICESat-2_Cloud_Access Notebooks](./notebooks/ICESat-2_Cloud_Access)
+
+These notebooks demonstrate how to search and access ICESat-2 from the NASA Earthdata Cloud:
+
+**Accessing and working with ICESat-2 Data in the Cloud**
+
+Originally presented to the UWG (User Working Group) in May 2022, this tutorial demonstrates how to search for ICESat-2 data hosted in the Earthdata Cloud and how to directly access it from an Amazon Web Services (AWS) Elastic Compute Cloud (EC2) instance using the `earthaccess` package.
+
+**Plotting ICESat-2 and CryoSat-2 Freeboards**
+
+This notebook demonstrates plotting ICESat-2 and CryoSat-2 data in the same map from within an AWS ec2 instance.  ICESat-2 data are accessed via "direct S3 access" using `earthaccess`.  CryoSat-2 data are downloaded to our cloud instance from their ftp storage lcoation and accessed locally.
+
+**Processing Large-scale Time Series of ICESat-2 Sea Ice Height in the Cloud**
+
+This notebook utilizes several libraries to performantly search, access, read, and grid ATL10 data over the Ross Sea, Antarctica including `earthaccess`, `h5coro`, and `geopandas`. The notebook provides further guidance on how to scale this analysis to the entire continent, running the same workflow from a script that can be run from your laptop using [Coiled](https://www.coiled.io/).
+
+### [MEaSUREs](./notebooks/measures)
+
+**Download, crop, resample, and plot multiple GeoTIFFs**
+
+This tutorial guides you through programmatically accessing and downloading GeoTIFF files from the NSIDC DAAC to your local computer. We then crop and resample one GeoTIFF based on the extent and pixel size of another GeoTIFF, then plot one on top of the other. 
+
+We will use two data sets from the NASA [MEaSUREs](https://nsidc.org/data/measures) (Making Earth System data records for Use in Research Environments) program as an example:
+
+* [MEaSUREs Greenland Ice Mapping Project (GrIMP) Digital Elevation Model from GeoEye and WorldView Imagery, Version 2 (NSIDC-0715)](https://nsidc.org/data/nsidc-0715/versions/2)
+* [MEaSUREs Greenland Ice Velocity: Selected Glacier Site Velocity Maps from InSAR, Version 4 (NSIDC-0481)](https://nsidc.org/data/nsidc-0481/versions/4)
+
 ### [SnowEx_ASO_MODIS_Snow](./notebooks/SnowEx_ASO_MODIS_Snow)
 
 **Snow Depth and Snow Cover Data Exploration**
@@ -23,39 +50,21 @@ Originally demonstrated through the NASA Earthdata Webinar "Let It Snow! Accessi
 
 Originally presented during the 2019 AGU Fall Meeting, this tutorial demonstrates the NSIDC DAAC's data discovery, access, and subsetting services, along with basic open source resources used to harmonize and analyze data across multiple products. The tutorial is provided as a series of Python-based Jupyter Notebooks, focusing on sea ice height and ice surface temperature data from NASA’s ICESat-2 and MODIS missions, respectively, to characterize Arctic sea ice.
 
-### [IceFlow](./notebooks/iceflow)
-
-These Jupyter notebooks are interactive documents to teach students and
-researchers interested in cryospheric sciences about airborne altimetry and
-related data sets from NASA’s
-[IceBridge](https://www.nasa.gov/mission_pages/icebridge/index.html) mission,
-and satellite altimetry data from [ICESat](https://icesat.gsfc.nasa.gov/icesat/)
-and [ICESat-2](https://icesat-2.gsfc.nasa.gov/) missions.
-
-
 ### [ITS_LIVE](./notebooks/itslive)
 
 **Global land ice velocities.**
 The Inter-mission Time Series of Land Ice Velocity and Elevation (ITS_LIVE) project facilitates ice sheet, ice shelf and glacier research by providing a globally comprehensive and temporally dense multi-sensor record of land ice velocity and elevation with low latency. Scene-pair velocities were generated from satellite optical and radar imagery.
 
 The notebooks on this project demonstrate how to search and access ITS_LIVE velocity pairs and provide a simple example on how to build a data cube.
 
-### [ICESat-2_Cloud_Access](./notebooks/ICESat-2_Cloud_Access)
-
-**Accessing and working with ICESat-2 Data in the Cloud**
-
-Originally presented to the UWG (User Working Group) in May 2022, this tutorial demonstrates how to search for ICESat-2 data hosted in the Earthdata Cloud and how to directly access it from an Amazon Web Services (AWS) Elastic Compute Cloud (EC2) instance using the `earthaccess` package.
-
-### [MEaSUREs](./notebooks/measures)
-
-**Download, crop, resample, and plot multiple GeoTIFFs**
-
-This tutorial guides you through programmatically accessing and downloading GeoTIFF files from the NSIDC DAAC to your local computer. We then crop and resample one GeoTIFF based on the extent and pixel size of another GeoTIFF, then plot one on top of the other. 
-
-We will use two data sets from the NASA [MEaSUREs](https://nsidc.org/data/measures) (Making Earth System data records for Use in Research Environments) program as an example:
+### [IceFlow](./notebooks/iceflow)
 
-* [MEaSUREs Greenland Ice Mapping Project (GrIMP) Digital Elevation Model from GeoEye and WorldView Imagery, Version 2 (NSIDC-0715)](https://nsidc.org/data/nsidc-0715/versions/2)
-* [MEaSUREs Greenland Ice Velocity: Selected Glacier Site Velocity Maps from InSAR, Version 4 (NSIDC-0481)](https://nsidc.org/data/nsidc-0481/versions/4)
+These Jupyter notebooks are interactive documents to teach students and
+researchers interested in cryospheric sciences about airborne altimetry and
+related data sets from NASA’s
+[IceBridge](https://www.nasa.gov/mission_pages/icebridge/index.html) mission,
+and satellite altimetry data from [ICESat](https://icesat.gsfc.nasa.gov/icesat/)
+and [ICESat-2](https://icesat-2.gsfc.nasa.gov/) missions.
 
 ## Usage with Binder