Trends in the occurrence and accumulation of microplastics in urban soil of Nanjing and their policy implications.
Machine learning
Microplastic
Policy implication
Spatiotemporal distribution
Urban soil
Journal
The Science of the total environment
ISSN: 1879-1026
Titre abrégé: Sci Total Environ
Pays: Netherlands
ID NLM: 0330500
Informations de publication
Date de publication:
10 Dec 2023
10 Dec 2023
Historique:
received:
24
06
2023
revised:
03
08
2023
accepted:
06
08
2023
pubmed:
13
8
2023
medline:
13
8
2023
entrez:
12
8
2023
Statut:
ppublish
Résumé
Urban soil is an important sink of terrestrial microplastics (MPs), and understanding their distribution over time is essential for effective pollution management. Here, based on soil MP data from Nanjing, a typical megacity in eastern China, this study analyzed MP accumulation trends using decision tree and time series network based on soil attributes, POI (point of interest), and human activity factors such as urban industrial structure, transportation, water use. We also evaluated the impact of plastic policy interventions. In the past 15 years, MPs in urban soil in Nanjing have gradually increased, and highly polluted areas have also grown. From 2010 to 2020, the concentration of MPs in urban soil increased from 326.7 items/kg to 480.9 items/kg, with high pollution areas expanding from only 2.0 km
Identifiants
pubmed: 37572915
pii: S0048-9697(23)04769-1
doi: 10.1016/j.scitotenv.2023.166144
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
166144Informations de copyright
Copyright © 2023 Elsevier B.V. All rights reserved.
Déclaration de conflit d'intérêts
Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.