Journal of hazardous materials
Tracing nutrient pollution pathways from road dust to water bodies in South Tianjin using remote sensing and machine learning.
Muhammad Nabil Ashraf, Suiliang Huang, Deze Liu
Published: 202610.1016/j.jhazmat.2026.141266
Abstract
Nutrient pollution from nitrogen (N) and phosphorus (P) poses major environmental and health risks, yet its dynamics in urban settings remain underexplored. This study presents one of the first comprehensive assessments of N and P pollution in road d…
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