D-1: Environmental Risk Management, water quality and human health issues.

[PD1-07] Machine learning-based model for predicting the concentrations and identifying the sources of Zn, Cu and Pb in rivers: A case study in Tohoku area, Japan

*Denghui Zhu¹, Mindaleva Diana¹, Tomohisa Shimada¹, Noriyoshi Tsuchiya¹ (1. Tohoku University (Japan))

Keywords:machine learning, heavy metals, concentration simulation , source identification, environmental control and risk management