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March 3, 2026
Open Access
Harnessing geospatial intelligence for wildfire risk mapping using ML and DL techniques
PV
Priyanka Vibhandik
Gujarat Technological University
SS
Suraj Sawant
VM
Vishal Mishra
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Puntos clave
Wildfire risk mapping demonstrates enhanced accuracy with machine learning techniques, improving management efforts.
The analysis utilized geospatial intelligence tools and data to map wildfire risks across diverse environments.
Machine learning and deep learning techniques were employed to develop predictive models based on environmental data.
The findings highlight the potential for more accurate wildfire predictions, indicating a step toward better disaster preparedness.
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Harnessing geospatial intelligence for wildfire risk mapping using ML and DL techniques | Synapse
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Vibhandik et al. (Tue,) studied this question.
synapsesocial.com/papers/69a75a94c6e9836116a2095f
https://doi.org/https://doi.org/10.1007/s42452-026-08288-8