How far spatial resolution affects the ensemble machine learning based flood susceptibility prediction in data sparse region.

An index of flood vulnerability model is proposed to validate flood susceptibility models along with conventional statistical techniques, such as the ROC curve and showed that elevation influences flood susceptibility largely for coarse and high resolution based models, followed by drainage densityand flow accumulation.