U.S. Greenhouse Gas Center: Data Usage Notebooks

Welcome to the homepage for the U.S. Greenhouse Gas (GHG) Center data usage notebooks. Each dataset available in the GHG Center 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. 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
    
    
• Atmospheric Carbon Dioxide Concentrations from the NOAA Global Monitoring Laboratory
  • Introductory notebook
    
    
• Carbon Dioxide and Methane Concentrations from the Indianapolis Flux Experiment (INFLUX)
  • Introductory notebook
    
    
• Carbon Dioxide and Methane Concentrations from the Los Angeles Megacity Carbon Project
  • Introductory notebook
    
    
• Carbon Dioxide and Methane Concentrations from the Northeast Corridor (NEC) Urban Test Bed
  • Introductory notebook
    
    
• CarbonTracker-CH₄ Isotopic Methane Inverse Fluxes
  • Introductory notebook
    
    
• EMIT Methane Point Source Plume Complexes
  • Introductory notebook
    
    
• Geostationary Satellite Observations of Extreme and Transient Methane Emissions from Oil and Gas Infrastructure
  • Introductory notebook
    
    
• GOSAT-based Top-down Total and Natural Methane Emissions
  • Introductory notebook
    
    
• GRA²PES Greenhouse Gas and Air Quality Species
  • Introductory notebook
    
    
• MiCASA Land Carbon Flux
  • Introductory notebook
    
    
• OCO-2 GEOS Column CO₂ Concentrations
  • Introductory notebook
    
    
• OCO-2 MIP Top-Down CO₂ Budgets
  • Introductory notebook
  • Intermediate level notebook 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, which compliment the global 1° x 1° gridded CO₂ Budget data featured in the US GHG Center.
    
    
• ODIAC Fossil Fuel CO₂ Emissions
  • Introductory notebook
    
    
• SEDAC Gridded World Population Density
  • Introductory notebook
    
    
• U.S. Gridded Anthropogenic Methane Emissions Inventory
  • Introductory notebook
    
    
• Vulcan Fossil Fuel CO₂ Emissions
  • Introductory notebook
    
    
• Wetland Methane Emissions, LPJ-EOSIM Model
  • Introductory notebook
    
    

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.
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.