💧🌏 Greg CocksOct 29, 2024
A Machine Learning-Based Approach For Flash Flood Susceptibility Mapping Considering Rainfall Extremes In The Northeast Region Of Bangladesh
--
https://doi.org/10.1016/j.asr.2024.10.047 <-- shared paper
--
#GIS #spatial #mapping #water #hydrology #climatechange #extremeweather #flood #flooding #flashflood #maps #susceptibility #Bangladesh #remotesensing #field #historical #rainfall #extremes #AI #machinelearning #ANN #RNN #RFGB #CatBoost #risk #hazard #model #modeling #planning #management #preparation #prediction #precipitation
A machine learning-based approach for flash flood susceptibility mapping considering rainfall extremes in the northeast region of Bangladesh

Flash floods are catastrophic global events, especially in northeast Bangladesh, and assessing flash flood susceptibility is crucial for preparedness …