Modeling the Onset of Drought Periods Using Explainable Machine Learning Models Enhanced by Bayesian Optimization

Abstract

AbstractThis study develops an optimized machine learning-based computational framework for assessing drought conditions in water-scarce regions. The pattern of drought periods is highly non-linear, especially in arid climates, hindering water management ...