Study of soil microplastic pollution and influencing factors based on environmental fragility theory

被引:15
作者
Yang, Xiuyuan [1 ]
Zhang, Zhenming [1 ,2 ,3 ]
Zhang, Jiachun [4 ]
机构
[1] Guizhou Univ, Coll Resources & Environm Engn, Guiyang 550025, Guizhou, Peoples R China
[2] Guizhou Univ, Key Lab Kast Georesources & Environm, Minist Educ, Guiyang 550025, Peoples R China
[3] Minist Educ, Guizhou Karst Environm Ecosyst Observat & Res Stn, Guiyang 550025, Peoples R China
[4] Guizhou Acad Sci, Guizhou Bot Garden, Guiyang 550004, Guizhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Karst; Soil; Microplastics; Fragile ecology; Robust random forest; FRESH-WATER; SEDIMENTS; BASIN; AREA;
D O I
10.1016/j.scitotenv.2023.165435
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Soil microplastics (MPs) pollution is a global concern, but the distribution of MPs and the factors affecting the distribution of MPs in different ecologically fragile karst areas remain poorly understood. Here, we investigated the spatial distribution, characteristics, and composition of MPs in different ecologically fragile karst areas of Guizhou Province and explored the relationship between ecosystem fragility and MPs. Structural equation models combined with robust random forest (RF) models were used to clarify the effects of karst soil properties on MPs and quantify their relative contributions. The abundance of soil MPs in ecologically fragile karst areas was 2949 item kg-1, and the risk of MPs contamination was highest in medium-fragile areas. The robust RF models precisely predicted the abundance of soil MPs in different fragile areas, and the mean root mean square error and R2 were 0.21 and 0.93, respectively. The contribution of karst soil properties to the abundance of MPs was estimated. Some soil chemical properties had a significant effect (p < 0.05) on MPs pollution in ecologically fragile karst areas. The results of our study suggest that the fragile ecological environment may exacerbate MPs pollution. Our study also contributes to establish a scientific theoretical foundation for the utilization of plastics and the prevention and control of microplastics pollution in karst ecosystems.
引用
收藏
页数:11
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