Skip to main content
U.S. flag

An official website of the United States government

Remote sensing enables basin-scale inventories of coal mine methane

May 19, 2026

Underground coal mines are important global sources of methane, but emission estimates are uncertain. We show that emission estimates for individual mines from aircraft remote-sensing surveys in the United States agree within 40% with direct measurements used for national emission reporting (IPCC Tier 3 estimate). Such direct measurements are unavailable in most countries, which rely on estimated emission factors (EFs) applied to coal-production rates. We find that EFs from IPCC Tier 1 and the Model for Calculating Coal Mine Methane (MC2M) methods overestimate U.S. emissions 3-fold due to incorrect dependence on mine depth. An IPCC Tier 2 method using measured basin-specific mine gas content agrees with direct emission measurements but does not account for gob well emissions and requires gas content data that are generally unavailable. We show that aircraft remote sensing for a small sample of mines can successfully estimate basin-specific EFs for ventilation shafts and gob wells, enabling estimates of basin- and national-scale emissions. We discuss how the method can be applied with satellite remote sensing to quantify coal emissions worldwide.

Publication Year 2026
Title Remote sensing enables basin-scale inventories of coal mine methane
DOI 10.1021/acs.est.5c14976
Authors Elise Penn, Daniel J. Jacob, Daniel M. Bon, Kate Howell, Kelly O’Neill, Tia Scarpelli, Zichong Chen, Robert A. Field, C. Ozgen Karacan, Elfie Roy, Daniel Cusworth
Publication Type Article
Publication Subtype Journal Article
Series Title Environmental Science and Technology
Index ID 70276240
Record Source USGS Publications Warehouse
USGS Organization Geology, Energy & Minerals Science Center
Was this page helpful?