Sara Naveed

Predictive modeling of heavy metal pollution and ecological risk for sustainable water quality management in the NY–NJ harbor system

Evaluating and forecasting surface water quality is essential for protecting aquatic ecosystems and improving water resource management. This study introduces a novel paradigm that integrates machine learning (ML) with the potential ecological risk index (PERI) to dynamically forecast, rather than statically assess, ec...