Assessment of environmental and socioeconomic drivers of urban stormwater microplastics using machine learning

Assessment of environmental and socioeconomic drivers of urban stormwater microplastics using machine learning

Abstract Microplastics (MPs) are ubiquitous environmental contaminants with urban landscapes as major source areas of MPs and stormwater runoff as an important transport pathway to receiving aquatic environments. To better delineate the drivers of urban stormwater MP loads, we created a global datas...

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Bibliographic Details
Main Authors: Mir Amir Mohammad Reshadi, Fereidoun Rezanezhad, Ali Reza Shahvaran, Amirhossein Ghajari, Sarah Kaykhosravi, Stephanie Slowinski, Philippe Van Cappellen
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Microplastics
Urban stormwater
Concentration database
Machine learning
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Online Access:https://doi.org/10.1038/s41598-025-90612-0
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https://doi.org/10.1038/s41598-025-90612-0

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