AUTHOR=Elsayed Ahmed , Levison Jana , Binns Andrew , Larocque Marie , Goel Pradeep 

TITLE=Regression-based machine learning models for nitrate and chloride prediction in surface water in a small agricultural sand plain sub-watershed in southwestern Ontario, Canada

JOURNAL=Frontiers in Environmental Science

VOLUME=13

YEAR=2025

URL=https://www.frontiersin.org/journals/environmental-science/articles/10.3389/fenvs.2025.1543852

DOI=10.3389/fenvs.2025.1543852

ISSN=2296-665X