-
Notifications
You must be signed in to change notification settings - Fork 6
Expand file tree
/
Copy pathdatausage.qmd
More file actions
74 lines (49 loc) · 5.46 KB
/
datausage.qmd
File metadata and controls
74 lines (49 loc) · 5.46 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
---
title: "U.S. Greenhouse Gas Center: Data Usage Notebooks"
---
Welcome to the homepage for the [U.S. Greenhouse Gas (GHG) Center](https://earth.gov/ghgcenter) data usage notebooks. Each dataset available in the [GHG Center Data Catalog](https://earth.gov/ghgcenter/data-catalog) has an associated “Introductory notebook” created by the GHG Center team which demonstrates how to access, visualize, and conduct basic data analysis in a Jupyter Notebook environment. Additional notebooks may be provided with each dataset. Click on a dataset under “GHG Center Dataset Tutorials” to learn more about the dataset and to view the associated code notebooks.
Along with GHG Center-curated notebooks, science users can also contribute notebooks that use GHG Center datasets. Notebooks submitted by the scientific community can be found under the “Community-Contributed Tutorials” section.
## GHG Center Dataset Tutorials
Tutorial notebooks created by the GHG Center team. Introductory notebooks demonstrate how to access, visualize, and conduct basic data analysis for each dataset available in the [GHG Center Data Catalog](https://earth.gov/ghgcenter/data-catalog). Notebooks demonstrating how to conduct additional or more specialized analyses may also be listed under the relevant dataset.
- Air-Sea CO₂ Flux, ECCO-Darwin Model v5
- [Introductory notebook](user_data_notebooks/eccodarwin-co2flux-monthgrid-v5_User_Notebook.ipynb)<br><br>
- Atmospheric Carbon Dioxide and Methane Concentrations from the NOAA Global Monitoring Laboratory
- [Introductory notebook](user_data_notebooks/noaa-insitu_User_Notebook.ipynb)<br><br>
- Carbon Dioxide and Methane Concentrations from the Indianapolis Flux Experiment (INFLUX)
- [Introductory notebook](user_data_notebooks/influx-testbed-ghg-concentrations_User_Notebook)<br><br>
- Carbon Dioxide and Methane Concentrations from the Los Angeles Megacity Carbon Project
- [Introductory notebook](user_data_notebooks/lam-testbed-ghg-concentrations_User_Notebook)<br><br>
- Carbon Dioxide and Methane Concentrations from the Northeast Corridor (NEC) Urban Test Bed
- [Introductory notebook](user_data_notebooks/nec-testbed-ghg-concentrations_User_Notebook)<br><br>
- CarbonTracker-CH₄ Isotopic Methane Inverse Fluxes
- [Introductory notebook](user_data_notebooks/ct-ch4-monthgrid-v2025_User_Notebook.ipynb)<br><br>
- EMIT Methane Point Source Plume Complexes
- [Introductory notebook](user_data_notebooks/emit-ch4plume-v1_User_Notebook.ipynb)<br><br>
- Geostationary Satellite Observations of Extreme and Transient Methane Emissions from Oil and Gas Infrastructure
- [Introductory notebook](user_data_notebooks/goes-ch4plume-v1_User_Notebook.ipynb)<br><br>
- GOSAT-based Top-down Total and Natural Methane Emissions
- [Introductory notebook](user_data_notebooks/gosat-based-ch4budget-yeargrid-v1_User_Notebook.ipynb)<br><br>
- GRA²PES Greenhouse Gas and Air Quality Species
- [Introductory notebook](user_data_notebooks/gra2pes-ghg-monthgrid-v1_User_Notebook.ipynb)<br><br>
- MiCASA Land Carbon Flux
- [Introductory notebook](user_data_notebooks/micasa-carbonflux-daygrid-v1_User_Notebook.ipynb)<br><br>
- OCO-2 GEOS Column CO₂ Concentrations
- [Introductory notebook](user_data_notebooks/oco2geos-co2-daygrid-v10r_User_Notebook.ipynb)<br><br>
- OCO-2 MIP Top-Down CO₂ Budgets
- [Introductory notebook](user_data_notebooks/oco2-mip-co2budget-yeargrid-v1_User_Notebook.ipynb)
- [Intermediate level notebook](user_data_notebooks/oco2-mip-National-co2budget.ipynb) to read and visualize National CO₂ Budgets using OCO-2 MIP Top-Down CO₂ Budget country total data. This notebook utilizes the country totals available at [https://ceos.org/gst/carbon-dioxide.html](https://ceos.org/gst/carbon-dioxide.html), which compliment the global 1° x 1° gridded CO₂ Budget data featured in the [US GHG Center](https://earth.gov/ghgcenter/data-catalog/oco2-mip-co2budget-yeargrid-v1).<br><br>
- ODIAC Fossil Fuel CO₂ Emissions
- [Introductory notebook](user_data_notebooks/odiac-ffco2-monthgrid-v2024_User_Notebook.ipynb)<br><br>
- SEDAC Gridded World Population Density
- [Introductory notebook](user_data_notebooks/sedac-popdensity-yeargrid5yr-v4.11_User_Notebook.ipynb)<br><br>
- U.S. Gridded Anthropogenic Methane Emissions Inventory
- [Introductory notebook](user_data_notebooks/epa-ch4emission-grid-v2express_User_Notebook.ipynb)<br><br>
- Vulcan Fossil Fuel CO₂ Emissions
- [Introductory notebook](user_data_notebooks/vulcan-ffco2-yeargrid-v4_User_Notebook.ipynb)<br><br>
- Wetland Methane Emissions, LPJ-EOSIM Model
- [Introductory notebook](user_data_notebooks/lpjeosim-wetlandch4-grid-v1_User_Notebook.ipynb)<br><br>
## Community-Contributed Tutorials
Notebooks provided by the scientific community that use GHG Center datasets. The GHG Center is in the process of establishing a workflow for community notebook contribution. Once available, the contribution process will be published here. In the meantime, please submit any notebook contribution inquiries through the [US GHG Center Contact Form](https://docs.google.com/forms/d/e/1FAIpQLSeVWCrnca08Gt_qoWYjTo6gnj1BEGL4NCUC9VEiQnXA02gzVQ/viewform).
**Note**: these notebooks are contributed by the scientific community, and are not actively maintained by the GHG Center team.
## Contact
For technical help or general questions, please contact the support team using the [feedback form](https://docs.google.com/forms/d/e/1FAIpQLSeVWCrnca08Gt_qoWYjTo6gnj1BEGL4NCUC9VEiQnXA02gzVQ/viewform).