Quantification of continuous flood hazard using random forest classification and flood insurance claims at large spatial scales: a pilot study in southeast Texas - Mobley, William; Sebastian, Antonia; Blessing, Russell; Highfield, Wesley E.; Stearns, Laura; Brody, Samuel D. (Natural hazards and earth system sciences, 2021)
Keywords: Algorithms; Analysis; Classification; Coastal zone; Computer applications; Datasets; Decision trees; Disaster management; Emergency management; Emergency preparedness; Environmental risk; Flood control; Flood damage; Flood forecasting; Flood hazards; Flood insurance; Flood management; Flood mapping; Flood predictions; Flood probability; Flooding; Floodplains; Floods; Geological mapping; Geological surveys; Geospatial data; Hazard mitigation; Households; Hydrology; Insurance; Insurance claims; Learning algorithms; Machine learning; Mitigation; Neural networks; Probability theory; Spatial data; Stormwater management; Support vector machines; Surveying; Variables; Watersheds; United States--US; Texas