Fig. 5: Simulated flood risk maps of Tampa Bay.
From: Simulating flood risk in Tampa Bay using a machine learning driven approach
a Flood risk map simulated by RF model. b Flood risk map simulated by XGBoost model. These figures represent the spatial distribution of flood risk zones in Tampa Bay at different levels of risk. Where, green color indicates very low risk, light green represents low risk, yellow color represents moderate risk, orange color represents high risk, and red color represents very high risk of flooding. The simulation was conducted in Python 3.11.7 and the maps were generated in ArcGIS Pro 2.4.0.
