Carbon dioxide plumes leaking into the air (EMIT, 60 m)
What it measures. Maps that pinpoint and size up plumes of carbon dioxide leaking into the air from specific sources, at a fine 60-meter scale.
How it's made. Detected by the EMIT imaging spectrometer on the International Space Station, which spots the telltale fingerprint of CO2 in shortwave-infrared light over sunlit regions; this is a higher-level product identifying plume complexes.
How & where you'd use it. Helps locate and quantify individual carbon dioxide leaks from industrial and other point sources; note this version 1 was decommissioned in 2026 in favor of version 2.
What's measured
Coverage & cadence
- Time span2023-02-01 → 2024-01-30
- Measured byISS (EMIT Imaging Spectrometer)
- Processing levelLevel 2B
- Spatial extent-180, -54, 180, 54
- FormatsCOG
- StatusDEPRECATED
What you can do with it
- Map air pollutants — NO₂, aerosols, ozone
- Track greenhouse gases and Earth's energy budget
- Feed weather and air-quality analysis
Official description
The EMITL2BCO2PLM Version 1 data product was decommissioned on March 26, 2026. Users are encouraged to use the [EMITL2BCO2PLM Version 2](https://doi.org/10.5067/EMIT/EMITL2BCO2PLM.002) data product. The Earth Surface Mineral Dust Source Investigation (EMIT) instrument measures surface mineralogy, targeting the Earth’s arid dust source regions. EMIT is installed on the International Space Station (ISS) and uses imaging spectroscopy to take measurements of the sunlit regions of interest between 52° N latitude and 52° S latitude. An interactive map showing the locations of methane plumes along with metadata, regions being investigated, current and forecasted data coverage, and additional data resources can be found on the VSWIR Imaging Spectroscopy Interface for Open Science (VISIONS) [EMIT Open Data Portal](https://earth.jpl.nasa.gov/emit/data/data-portal/coverage-and-forecasts/). In addition to its primary objective described above, EMIT has demonstrated the capacity to characterize carbon dioxide (CO2) and methane (CH4) point-source emissions by measuring gas absorption features in the short-wave infrared bands. The EMIT Level 2B Greenhouse Gas (GHG) series of products can be used to identify and quantify point source emissions. The EMIT Level 2B Estimated Carbon Dioxide Plume Complexes (EMITL2BCO2PLM) Version 1 data product provides estimated carbon dioxide plume complexes in parts per million meter (ppm m) along with uncertainty data. The EMITL2BCO2PLM data product will only be generated where carbon dioxide plume complexes have been identified. To reduce the risk of false positives, all [EMITL2BCO2ENH](https://doi.org/10.5067/EMIT/EMITL2BCO2ENH.001) data undergo a manual review (or identification and confirmation) process before being designated as a plume complex. For more information on the manual review process, see Section 4.2.2 of the EMIT GHG Algorithm Theoretical Basis Document (ATBD). Each EMITL2BCO2PLM granule is sized to a specific plume complex but may cross multiple EMITL2BCO2ENH granules. A list of EMITL2BCO2ENH source granules is included in the GeoTIFF file metadata as well as the GeoJSON file. Each EMITL2BCO2PLM granule contains two files: one Cloud Optimized GeoTIFF (COG) file at a spatial resolution of 60 meters (m) and one GeoJSON file. The EMITL2BCO2PLM COG file contains a raster image of a carbon dioxide plume complex extracted from EMITL2BCO2ENH v001 data. The EMITL2BCO2PLM GeoJSON file contains a vector outline of the plume complex, a list of source scenes, coordinates of the maximum enhancement values, and the uncertainty of the plume complex. Known Issues * Data acquisition gap: From September 13, 2022, through January 6, 2023, a power issue outside of EMIT caused a pause in operations. Due to this shutdown, no data were acquired during that timeframe.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="EMITL2BCO2PLM",
version="001",
bounding_box=(-122.5, 37.2, -121.8, 37.9), # your area (W,S,E,N)
temporal=("2024-01-01", "2024-12-31"), # your dates
)
files = earthaccess.open(results) # stream straight from LPCLOUD Browsing CMR needs no login. Downloading or streaming bytes needs a free Earthdata Login + the earthaccess package. Official links
- The ATBD provides physical theory and mathematical procedures for the calculations used to produce the data products. VIEW RELATED INFORMATION
- The technical information in the User's Guide enables users to interpret and use the data products. VIEW RELATED INFORMATION
- EMIT Level 2B greenhouse gas science data system repository. VIEW RELATED INFORMATION
- The LP DAAC GitHub repository provides guides, Python notebooks, and scripts to help users access and work with data from the EMIT mission. VIEW RELATED INFORMATION
- EMIT data E-Learning resources provided by NASA's LP DAAC. VIEW RELATED INFORMATION