Daily detection and quantification of methane leaks using Sentinel-3: a tiered satellite observation approach with Sentinel-2 and Sentinel-5p

Sudhanshu Pandey*, Maarten van Nistelrooij, Joannes D. Maasakkers, Pratik Sutar, Sander Houweling, Daniel J. Varon, Paul Tol, David Gains, John Worden, Ilse Aben

*Corresponding author for this work

Research output: Contribution to JournalArticleAcademicpeer-review

Abstract

The twin Sentinel-3 satellites have multi-band radiometers which observe in methane-sensitive shortwave infrared bands with daily global coverage and 500 m ground pixel resolution. We investigate the methane observation capability of Sentinel-3 and how its coverage-resolution combination fits between Sentinel-5p and Sentinel-2 within a tiered observation approach for methane leak monitoring. Sentinel-5p measures methane with high precision and daily global coverage, allowing worldwide leak detection but with a coarse spatial resolution of 7 km × 5.5 km. The Sentinel-2 twin satellites have multi-band instruments that can identify source locations of major leaks (> 1 t/h) with their methane observations of 20 m resolution under favorable observational conditions, but these satellites lack daily global coverage. We show that methane enhancements can be retrieved from the shortwave infrared band measurements of Sentinel-3. We report the lowest emission detections by Sentinel-3 in the 8-20 t/h range, depending on location and wind conditions. We demonstrate Sentinel-3's capability of identification and monitoring of methane leaks using two case studies. Near Moscow, Sentinel-3 shows that two major short-term leaks, separated by 30 km, occurred simultaneously at a gas pipeline and appear as a single methane plume in Sentinel-5p data. For another Sentinel-5p leak detection near the Hassi Messaoud oil/gas field in Algeria, Sentinel-3 identifies the leaking facility emitting continuously for 6 days, and Sentinel-2 pinpoints the source of the leak at an oil/gas well. Sentinel-2 and Sentinel-3 also show the 6-day leak was followed by a four-month period of burning of the leaking gas, suggesting a gas well blowout to be the cause of the leak. We find similar source rate quantifications from plume detections by Sentinel-3 and Sentinel-2 for these leaks, demonstrating Sentinel-3's utility for emission quantification. We show that zooming in with Sentinel-3 and Sentinel-2 in synergy allows precise identification, quantification, and monitoring of the sources corresponding to methane plumes observed in Sentinel-5p's global scans.

Original languageEnglish
Article number113716
Pages (from-to)1-10
Number of pages10
JournalRemote Sensing of Environment
Volume296
Early online date28 Jul 2023
DOIs
Publication statusPublished - 1 Oct 2023

Bibliographical note

Funding Information:
Part of the research was carried out at the Jet Propulsion Laboratory, California Institute of Technology, under a contract with the National Aeronautics and Space Administration ( 80NM0018D0004 ). S.P. acknowledges funding through the GALES (GAs Leaks from Space) project (Grant 15597 ) by the Dutch Technology Foundation , which is part of the Netherlands Organisation for Scientific Research (NWO). P.T. is funded by the TROPOMI national program from the NSO .

Funding Information:
Part of the research was carried out at the Jet Propulsion Laboratory, California Institute of Technology, under a contract with the National Aeronautics and Space Administration (80NM0018D0004). S.P. acknowledges funding through the GALES (GAs Leaks from Space) project (Grant 15597) by the Dutch Technology Foundation, which is part of the Netherlands Organisation for Scientific Research (NWO). P.T. is funded by the TROPOMI national program from the NSO.

Publisher Copyright:
© 2023 The Authors

Funding

Part of the research was carried out at the Jet Propulsion Laboratory, California Institute of Technology, under a contract with the National Aeronautics and Space Administration ( 80NM0018D0004 ). S.P. acknowledges funding through the GALES (GAs Leaks from Space) project (Grant 15597 ) by the Dutch Technology Foundation , which is part of the Netherlands Organisation for Scientific Research (NWO). P.T. is funded by the TROPOMI national program from the NSO . Part of the research was carried out at the Jet Propulsion Laboratory, California Institute of Technology, under a contract with the National Aeronautics and Space Administration (80NM0018D0004). S.P. acknowledges funding through the GALES (GAs Leaks from Space) project (Grant 15597) by the Dutch Technology Foundation, which is part of the Netherlands Organisation for Scientific Research (NWO). P.T. is funded by the TROPOMI national program from the NSO.

FundersFunder number
National Aeronautics and Space Administration15597, 80NM0018D0004
National Aeronautics and Space Administration
Netherlands Space Office
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Stichting voor de Technische Wetenschappen

    Keywords

    • Gas pipeline
    • Greenhouse gases
    • Leaks
    • Methane
    • Oil and gas
    • Satellites
    • Sentinel-2
    • Sentinel-3
    • Sentinel-5P
    • Superemitter
    • Tropomi
    • Well blowout

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