Improving the prediction of wildfire susceptibility on Hawaiʻi Island, Hawaiʻi, using explainable hybrid machine learning models
Trang Thi Kieu Tran, Saeid Janizadeh, Sayed M. Bateni, Changhyun Jun, Dongkyun Kim, Clay Trauernicht, Fatemeh Rezaie, Thomas W. Giambelluca, Mahdi Panahi
Topics & Concepts
Elevation (ballistics)Support vector machineArea under curveReceiver operating characteristicPredictive modellingMachine learningEnvironmental scienceCartographyHeuristicGradient boostingGeographyArtificial intelligenceComputer scienceStatisticsMeteorologyMathematicsRandom forestBiologyPharmacologyPharmacokineticsGeometryFire effects on ecosystemsLandslides and related hazardsSpecies Distribution and Climate Change