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Spatial analysis and machine learning prediction of forest fire susceptibility: a comprehensive approach for effective management and mitigation

Manoranjan Mishra, Rajkumar Guria, Biswaranjan Baraj, Ambika Prasad Nanda, Celso Augusto Guimarães Santos, Richarde Marques da Silva, FX Anjar Tri Laksono

2024The Science of The Total Environment94 citationsDOI

Topics & Concepts

Random forestEnvironmental scienceSupport vector machineForest ecologyClimate changeEnvironmental resource managementBiodiversityPoint pattern analysisFire preventionEcosystemPhysical geographyRemote sensingSpatial distributionGeographyEcologyComputer scienceMachine learningEngineeringArchitectural engineeringBiologyFire effects on ecosystemsLandslides and related hazardsRemote Sensing in Agriculture
Spatial analysis and machine learning prediction of forest fire susceptibility: a comprehensive approach for effective management and mitigation | Litcius