Alleviating Health Risks for Water Safety: A Systematic Review on Artificial Intelligence-Assisted Modelling of Proximity-Dependent Emerging Pollutants in Aquatic Systems

Published: Feb. 21, 2025

Emerging pollutants such as pharmaceuticals, industrial chemicals, heavy metals, and microplastics are a growing ecological risk affecting water soil resources. Another challenge in current wastewater treatments includes tracking treating these pollutants, which can be costly. As concern, emerging do not have lower limit levels detrimental to aquatic resources minuscule amounts. Thus, the assessment of multiple community-based sources surface groundwater is prioritized area study for resource management. It provides basis health management arising diseases cancer dengue caused by unsafe sources. Accordingly, utilizing artificial intelligence, wide-range data-driven insights synthesized assist propose solution pathways without need exhaustive experimentation. This systematic review examines intelligence-assisted modelling notably machine learning deep models, with proximity dependence correlated synergistic effects both humans life. underscores increasing accumulation their toxicological on community how utilized addressing research gaps related treatment methods pollutants.

Language: Английский

Co-occurrence of multiple contaminants: unentangling adsorption behaviour in agricultural soils

Environmental Pollution, Journal Year: 2025, Volume and Issue: unknown, P. 126118 - 126118

Published: March 1, 2025

The co-occurrence of pesticides, pharmaceuticals, and MPs has resulted in combined toxicity high risks to ecosystems human health. However, understanding on the interactions among co-occurring pollutants soils remains limited. This study focused adsorption behaviour a pesticide mixture (chlorpyrifos (CPF), pendimethalin (PDM) pyraclostrobin (PCS)) three (sandy soil (S1), loamy (S2), silt (S3)) examine absorption pesticides presence pharmaceutical compound albendazole (ALB) starch-based microplastics (MPs). results showed that ALB significantly decreased (p< 0.05) CPF, PDM, PCS by 29%-41% S1. CPF (+20%) (+101%) S2 were enhanced but PDM (-22%) was inhibited ALB. also promoted S3 39% 120%, respectively, did not change adsorption. In soil-MP matrices, reduced (-25%), (-26%), (-21%) S1-MP matrix, no significant S3-MP matrices observed. Moreover, increased 120-730%, 11-24% soils. Further, regardless presence, correlation analysis suggested Kd positive correlations 0.01) organic matter, specific surface area, clay content without MP-contamination, while between properties observed soil-MPs matrices. indicates could alter thereby affect their bioavailability mobility ecosystem. Further is urgently needed assess ecotoxicity multi-contaminants, as well potential transport other environmental compartments.

Language: Английский

Influence of landfill leachate microenvironment on the occurrence of microplastics: TOC changes are the main driving factor

Journal of Hazardous Materials, Journal Year: 2025, Volume and Issue: unknown, P. 138080 - 138080

Published: March 1, 2025

Language: Английский