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---
title: "U.S. Greenhouse Gas Center: Documentation"
subtitle: "Resources for the US GHG Center"
title: "U.S. Greenhouse Gas Center: Data Usage Notebook"
---

## Welcome to Data Usage Notebook (DECIDE THE TITLE FOR each)

(WHAT TEXT SHOULD BE USED HERE)
The [U.S. Greenhouse Gas (GHG) Center](https://earth.gov/ghgcenter) provides a cloud-based system for exploring and analyzing U.S. government and other curated greenhouse gas datasets.

You can find the jupyter notebooks for each dataset for efficient data access, exploration and visualization.
Dataset **usage** examples:

1. [CASA-GFED3 Land Carbon Flux](user_data_notebooks/casagfed-carbonflux-monthgrid-v3_User_Notebook.ipynb)
2. [Air-Sea CO₂ Flux, ECCO-Darwin Model v5](user_data_notebooks/eccodarwin-co2flux-monthgrid-v5_User_Notebook.ipynb)
3. [EMIT Methane Point Source Plume Complexes](user_data_notebooks/emit-ch4plume-v1_User_Notebook.ipynb)
4. [U.S. Gridded Anthropogenic Methane Emissions Inventory](user_data_notebooks/epa-ch4emission-grid-v2express_User_Notebook.ipynb)
5. [GOSAT-based Top-down Total and Natural Methane Emissions](user_data_notebooks/gosat-based-ch4budget-yeargrid-v1_User_Notebook.ipynb)
6. [Wetland Methane Emissions from the LPJ-wsl model](user_data_notebooks/lpjwsl-wetlandch4-grid-v1_User_Notebook.ipynb)
7. [OCO-2 MIP Top-Down CO₂ Budgets](user_data_notebooks/oco2-mip-co2budget-yeargrid-v1_User_Notebook.ipynb)
8. [OCO-2 GEOS Column CO₂ Concentrations](user_data_notebooks/oco2geos-co2-daygrid-v10r_User_Notebook.ipynb)
9. [ODIAC Fossil Fuel CO₂ Emissions](user_data_notebooks/odiac-ffco2-monthgrid-v2022_User_Notebook.ipynb)
10. [SEDAC Gridded World Population Density](user_data_notebooks/sedac-popdensity-yeargrid5yr-v4.11_User_Notebook.ipynb)
11. [TM5-4DVar Isotopic CH₄ Inverse Fluxes](user_data_notebooks/tm54dvar-ch4flux-monthgrid-v1_User_Notebook.ipynb)
12. [Atmospheric Carbon Dioxide Concentrations from NOAA Global Monitoring Laboratory](user_data_notebooks/noaa-insitu_User_Notebook.ipynb)

Dataset **usage notebook** examples:

These examples are grouped by Focus Areas and have a information regarding what product type it is.

## Gridded Anthropogenic Greenhouse Gas Emissions
1. [OCO-2 MIP Top-Down CO₂ Budgets](user_data_notebooks/oco2-mip-co2budget-yeargrid-v1_User_Notebook.ipynb) - Model Output
2. [ODIAC Fossil Fuel CO₂ Emissions](user_data_notebooks/odiac-ffco2-monthgrid-v2022_User_Notebook.ipynb) - Model Output
3. [TM5-4DVar Isotopic CH₄ Inverse Fluxes](user_data_notebooks/tm54dvar-ch4flux-monthgrid-v1_User_Notebook.ipynb) - Model Output,Ground Measurements
4. [U.S. Gridded Anthropogenic Methane Emissions Inventory](user_data_notebooks/epa-ch4emission-grid-v2express_User_Notebook.ipynb) - Gridded Inventory

## Natural Greenhouse Gas Sources Emissions and Sinks
1. [Air-Sea CO₂ Flux, ECCO-Darwin Model v5](user_data_notebooks/eccodarwin-co2flux-monthgrid-v5_User_Notebook.ipynb) - Model Output
2. [CASA-GFED3 Land Carbon Flux](user_data_notebooks/casagfed-carbonflux-monthgrid-v3_User_Notebook.ipynb) - Model Output
3. [GOSAT-based Top-down Total and Natural Methane Emissions](user_data_notebooks/gosat-based-ch4budget-yeargrid-v1_User_Notebook.ipynb) - Model Output
4. [OCO-2 MIP Top-Down CO₂ Budgets](user_data_notebooks/oco2-mip-co2budget-yeargrid-v1_User_Notebook.ipynb) - Model Output
5. [TM5-4DVar Isotopic CH₄ Inverse Fluxes](user_data_notebooks/tm54dvar-ch4flux-monthgrid-v1_User_Notebook.ipynb) - Model Output,Ground Measurements
6. [Wetland Methane Emissions from the LPJ-wsl model](user_data_notebooks/lpjwsl-wetlandch4-grid-v1_User_Notebook.ipynb) - Model Output

## Large Emissions Events
1. [EMIT Methane Point Source Plume Complexes](user_data_notebooks/emit-ch4plume-v1_User_Notebook.ipynb) - Satellite Observations

## Greenhouse Gas Concentrations
1. [Atmospheric Carbon Dioxide Concentrations from NOAA Global Monitoring Laboratory](user_data_notebooks/noaa-insitu_User_Notebook.ipynb) - Ground Measurements
2. [Atmospheric Methane Concentrations from NOAA Global Monitoring Laboratory](user_data_notebooks/noaa-insitu_User_Notebook.ipynb) - Ground Measurements
3. [OCO-2 GEOS Column CO₂ Concentrations](user_data_notebooks/oco2geos-co2-daygrid-v10r_User_Notebook.ipynb) - Model Output, - Satellite Observations

##Socioeconomic
1. [SEDAC Gridded World Population Density](user_data_notebooks/sedac-popdensity-yeargrid5yr-v4.11_User_Notebook.ipynb) - Model Output

## Contact

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