From Spectral Indices to Foundation Models: A Review of The AI Revolution in Satellite-based Environmental Hazard Monitoring

Earth Systems and Environment 2026

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Authors: Svetlana Illarionova, Usman Tasuev, Polina Tregubova, Ivan Rubin, Dmitrii Shadrin, A. N. Zaytsev, Dmitrii Katalevsky, Alexander Marusov, Alexander Bernstein, Evgeny Burnaev
DOI: 10.1007/s41748-026-01328-8
Cited by: 1
References: 141

Fields of Study & Subjects

Fire effects on ecosystems Flood Risk Assessment and Management Remote-Sensing Image Classification

Publication details

Journal / source
Earth Systems and Environment
Publisher
Springer Science and Business Media LLC
Volume
10
Issue
10
Pages
14219-14255
Publication date
30 July 2026
Language
EN