Regional-scale prediction of pluvial and flash flood susceptible areas using tree-based classifiers

Keyphrases

• Scale Prediction 100%
• Decision Tree Classifier 100%
• Flash Flood 100%
• Pluvial Flood 100%
• Susceptible Area 100%
• CatBoost Model 100%
• Random Forest 66%
• Spatially Distributed 66%
• Heavy Rain 66%
• Gradient Boosting Decision Tree 66%
• Event-triggered 33%
• Germany 33%
• Performance Metrics 33%
• Spatial Coverage 33%
• Sampling Density 33%
• Bavaria 33%
• Novel Methodology 33%
• Spatial Planning 33%
• Susceptibility Assessment 33%
• Flood Events 33%
• Flood Risk Management 33%
• Susceptibility Map 33%
• Flood Susceptibility Assessment 33%
• Planning Risk 33%
• Proposed Methodology 33%
• Flash Flood Susceptibility 33%
• Common Threats 33%

Earth and Planetary Sciences

• Flash Flood 100%
• Catboost 100%
• Regional Geography 66%
• Germany 33%
• Spatial Planning 33%
• Territory 33%
• Risk Management 33%

Agricultural and Biological Sciences

• Case Study 100%
• Risk Management 100%