Probabilistic mapping of high-intensity forest fire potential via time series machine learning and remote sensing-informed fire spread simulations
Rui Chen, Yiru Zhang, Yanxi Li, Marta Yebra, Chunquan Fan, Hongguo Zhang, Binbin He
Topics & Concepts
Random forestProbabilistic logicBayesian networkEnvironmental scienceComputer scienceRemote sensingLimitingMachine learningMeteorologyBayesian probabilityFire protectionFire controlBayesian inferenceArtificial intelligenceWind speedTime seriesSupport vector machineFire detectionTropical cycloneFire regimeLand coverDeep learningArtificial neural networkForest ecologyGeographic information systemEcosystemFire effects on ecosystemsFire Detection and Safety SystemsLandslides and related hazards