Precision in Prediction: Groundwater Level Forecasting with Random Forest Regression in Coimbatore’s Upper Bhavani River Basin Area
Precision in Prediction: Groundwater Level Forecasting with Random Forest Regression in Coimbatore’s Upper Bhavani River Basin Area
Ravanashree M,A. K.,2 Authors,Sumathi Cs
2025 · DOI: 10.29321/maj.10.701133
Madras Agricultural Journal · 0 Citations
Abstract
This study presents a highly accurate method for predicting
groundwater levels using Random Forest Regression (RFR)in Coimbatore, India’s Upper Bhavani River Basin area. Dailygroundwater level data from 1995 to 2021 were analysed along withrelevant environmental factors. The model demonstrated exceptionalpresentation, with R² values of 0.9999 and 0.9994 for training andtesting datasets.