Data from: Global energy sector methane emissions estimated by using facility-level satellite observations
Data files
Dec 02, 2025 version files 42.10 MB
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Coal_Flux_.nc
9.73 MB
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Coverage.nc
4.87 MB
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latlon_array.nc
9.73 MB
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OG_Flux.nc
9.73 MB
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README.md
2.82 KB
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site_emissions_dataset.csv
8.05 MB
Abstract
Methane emissions from energy sector facilities (oil, gas, and coal) represent a 15% significant contribution to global greenhouse gas emissions with substantial mitigation potential. We estimate global 2023 methane emissions from energy sector point-sources using the high spatial resolution GHGSat satellite constellation. GHGSat detected 8.30 ± 0.24 Mt yr-1 of methane emissions from 3,114 emission sites. Detected O&G and coal emitting sites are found to be emitting 16% and 48% of the time, respectively, above GHGSat’s detection limit without 20 significant continental variations. Compared to the Global Fuel Exploitation Inventory (GFEIv3), GHGSat’s estimate comprises 12% of GFEIv3’s total emissions, or 24% over GHGSat-observed locations, with good spatial correlation at the country scale but only weak spatial correlation at the 0.2 ° x 0.2 ° grid cell scale.
Dataset DOI: 10.5061/dryad.rxwdbrvkp
Description of the data and file structure
This dataset accompanies the research article "Globale Energy Sector Methane Emissions Estimated by using Facility-Level Satellite Observations" by Jervis et al., 2025, Science.
This dataset was collected using the GHGSat satellite constellation. It comprises estimates of instantaneous (site_emissions_dataset.csv) and temporally-averaged (OG_Flux.nc and Coal_Flux_.nc) methane emissions from oil and gas and coal/mining sources globally (at locations latlon_array.nc) in 2023. The dataset also includes the number of site observations within each grid cell (Coverge.nc)
Files and variables
File: Coal_Flux_.nc
Description: Temporally-averaged estimate of Coal methane emission flux and error at gridded locations provided by latlon_array.nc. Both mean and error estimates are expressed in units of Mg per year per square km.
File: Coverage.nc
Description: Number of site observations in 2023 at locations provided by latlon_array.nc.
File: latlon_array.nc
Description: latitude and longitude grids (units of degrees) at which the methane flux is estimated.
File: OG_Flux.nc
Description: Temporally-averaged estimate of oil and gas methane emission flux and error at gridded locations provided by latlon_array.nc. Both mean and error estimates are expressed in units of Mg per year per square km.
File: site_emissions_dataset.csv
Description:
Variables
- Site ID: Anonymized site identifier
- Site emission rate [t/hr]: Estimate of the 2023 average site emission rate (unit of tonnes per hour)
- Site emission rate error [t/hr] :Estimate of the 2023 average site emission rate error (unit of tonnes per hour)
- Estimated persistence: Estimate of the fraction of observations that the site was emitting
- Continent: Continent that site was located within
- Sector: Sector that site belonged to
- Time from first observation [days]: Time that observation took place, referenced to the time of first observation (units of days)
- Plume emission rate [t/hr]: Instantaneous emission rate estimate (unit of tonnes per hour)
- Plume emission rate error [t/hr]: Instantaneous emission rate error estimate (unit of tonnes per hour)
- Wind speed [m/s]: Wind speed used to estimate instantaneous emission rate (unit of meters per second)
Code/software
Open source such as Python with standard packages (netCDF4, pandas, etc.) can be used to view data.
Access information
Other publicly accessible locations of the data:
- None
Data was derived from the following sources:
- GHGSat satellite measurements
