Cui-Xiang Jia

Machine Learning-Based Groundwater Level Simulation for Industrial Water Management: A Comparative Study of ARIMA, BP-ANN and Random Forest

Timely and accurate simulation of regional groundwater level dynamics is critical to guarantee stable water supply for agricultural production and manufacturing sectors in arid semi-arid loess regions. This study adopts Variable Projection Importance (VPI) to screen feature variables controlling groundwater fluctuation...