Integrating Open-Source Earth Observation, RUSLE and Explainable Machine Learning to Map and Interpret Soil Erosion in the Thoubal River Basin, Manipur, Northeast India
This study integrates open-source Earth observation data with the Revised Universal Soil Loss Equation (RUSLE) and explainable machine learning to map and interpret soil erosion dynamics in the Thoubal River Basin, revealing a significant decline in mean soil loss driven by forest expansion while identifying critical conservation hotspots through a transparent, reproducible framework.