Dichotomy 1 Douglas-Peucker Algorithm 1 GIS-based 1 GPS data 1 GaoFen-1 1 Line Simplification 1 Monotonic Chain 1 OpenStreetMap (OSM) 1 Random Forest 1 Research & information: general 1 SHAP 1 biomass distribution 1 bivariate logistic regression model 1 building view 1 convolutional neural network 1 damage signature 1 deep learning 1 dense point clouds 1 ensemble learning 1 field sample rasterization 1 fire risk evaluation fire station 1 forest biomass 1 geographic detector 1 geographic information systems 1 gradient operator 1 green view 1 integrated multisource dataset 1 land cover 1 land dynamics 1