Balogun Olabode Olumide

Geophysical and Remote Sensing Methods for Groundwater Potential Prediction in a Typical Basement Complex, Nigeria: The Power of GBT Model over AHP-MCDA

Balogun Olabode Olumide, Akintorinwa Olaoluwa James & Mogaji Kehinde Anthony · Journal of Geography, Environment and Earth Science International · 2025

This study evaluates the effectiveness of a machine learning–based Gradient Boosting Tree (GBT) model for predicting groundwater potential and compares its performance with the conventional Analytical Hierarchy Process (AHP) model. Both approaches were applied using twelve ground...