Issoufou OUEDRAOGO

A Combined Statistical and Machine Learning Approach for Predicting Surface Water Quality in Burkina Faso

Issoufou OUEDRAOGO, Issan Ki, Michelline M.R. KANSOLE & Baowendsom Judicael YANOGO · International Journal of Environment and Climate Change · 2025

Surface water in Burkina Faso is essential for domestic use, agriculture, and ecosystem services, yet it is increasingly impacted by human activities and climate variability. This study used the Water Quality Index (WQI), multivariate statistics and a Multilayer Perceptron (MLP)...