A functional entity approach to predict soil erosion processes in a small Plio-Pleistocene Mediterranean catchment in Northern Chianti, Italy

Keyphrases

• Italy 100%
• Erosion Mechanism 100%
• Functional Entities 100%
• Plio-Pleistocene 100%
• Soil Erosion Processes 100%
• Chianti 100%
• Mediterranean Catchment 100%
• Response Unit 60%
• Spatial Distribution 40%
• Response Curve 40%
• Training Data 20%
• Random Forest 20%
• Modeling Process 20%
• Aerial Image 20%
• Geomorphology 20%
• Land Use Type 20%
• Performance Parameters 20%
• Similarity Classes 20%
• Topographic Factors 20%
• Terrain Data 20%
• Area under the Receiver Operating Characteristic Curve 20%
• Cohen's kappa 20%
• Active Landslide 20%
• Soil Information 20%
• Response Variable 20%
• Predictor Variables 20%
• Controlling Factors 20%
• River Catchment 20%
• Sub-catchment 20%
• Bootstrap Aggregation 20%
• Stochastic Gradient Boosting 20%
• Soil Erosion Modeling 20%
• Relative Variable Importance 20%
• Erosion Susceptibility 20%
• Topographic Constraints 20%
• Inactive Landslide 20%
• TreeNet 20%
• Spatial Regions 20%
• Pseudo R2 20%
• Complex Land Use 20%

Earth and Planetary Sciences

• Italy 100%
• Spatial Distribution 100%
• Pleistocene 100%
• Geomorphological Response 50%
• Aerial Photograph 50%
• Land Use 50%
• Regional Geography 50%