crossrefWater2025-05-09Cited by 7
An Explainable Machine Learning Framework for Forecasting Lake Water Equivalent Using Satellite Data: A 20-Year Analysis of the Urmia Lake Basin
Sara Habibi, Saeed Tasouji Hassanpour
This study presents an explainable machine learning framework to forecast groundwater storage dynamics, quantified as the Lake Water Equivalent (LWE), in the Urmia Lake Basin from 2003 to 2023. Satellite-based observations (GRACE, GLDAS) and climatic variables were integrated to…