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M. Mahdianpari

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Open access Jul 2026

A Self-Supervised Learning Framework for Methane Emission Detection Using Sentinel-2

Abstract. Methane (CH4) is a major greenhouse gas; however, large-scale monitoring remains challenging due to the high costs and spatial limitations of ground-based and airborne observations. In contrast, Sentinel-2 shortwave infrared (SWIR)–based plume detection is hindered by its coarse spectral resolution, surface a...

Mohammad Marjani, M. Mahdianpari, Eric W. Gill et al. · 0 citations

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