Accurate Monthly Estimation of Shallow Groundwater Depth in Arid Oasis Regions Driven by Multi-Source Data and Machine Learning
Accurate estimation of shallow groundwater depth (SGWD) is crucial for ecological security in arid oases. However, sparse monitoring wells and strong spatiotemporal heterogeneity hinder reliable monthly estimation. Traditional interpolation methods struggle to capture complex environmental drivers in anthropogenically...