Hassan Alzahrani

Disentangling Spectral and Environmental Controls on Inland River–Lake Water Quality Using Satellite Earth Observation-Driven Optimized Machine Learning

Accurate monitoring of surface water quality remains challenging due to pronounced spatial heterogeneity and limited ground observations. Satellite remote sensing offers scalable solutions, yet the extent to which environmental drivers enhance predictive performance, particularly in complex river–lake systems, remains...