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Geospatial system for wildfire monitoring and prediction using aerospace data

A unified wildfire early-warning system is assessed, linking Machine Learning (ML) detection with an observation-updated Cellular Automata (CA) spread model, relying only on data available at the time of issue (t0). Inputs include satellite imagery, weather, and topography. The detector provides fir...

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Principais autores: Khuralay Moldamurat, Luigi La Spada, Makhabbat Bakyt
Format: Artigo
Sprog:Inglês
Udgivet: KeAi Communications Co. Ltd. 2026-06-01
Serier:Natural Hazards Research
Fag:
Wildfire
Geospatial
Remote sensing
Machine learning
Cellular automata
Early warning system
Online adgang:http://www.sciencedirect.com/science/article/pii/S2666592125001167
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