activity
20172025
most citedEstimating Crop Primary Productivity with Sentinel-2 and Landsat 8 using Machine Learning Methods Trained with Radiative Transfer Simulations

212 citations · 301 across the 11 of their papers we have counts for

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cs.LG2025

Artificial intelligence for methane detection: from continuous monitoring to verified mitigation

Gonzalo Mateo-Garcia, Anna Allen, Itziar Irakulis-Loitxate +13

Methane is a potent greenhouse gas, responsible for roughly 30% of warming since pre-industrial times. A small number of large point sources account for a disproportionate share of…

cs.LG2021★ 2 cited

Unsupervised Change Detection of Extreme Events Using ML On-Board

Vít Růžička, Anna Vaughan, Daniele De Martini +5

In this paper, we introduce RaVAEn, a lightweight, unsupervised approach for change detection in satellite data based on Variational Auto-Encoders (VAEs) with the specific purpose…