ArticleEnvironmental science and pollution research international2020
Groundwater pollution source apportionment using principal component analysis in a multiple land-use area in southwestern China.
Article in Environmental science and pollution research international, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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13 citing papers in PubMed.
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- Hydrochemical characteristics and identification of groundwater pollution sources in tropical savanna.Environmental science and pollution research international · 2022Article
- Distributions, origins, and health-risk assessment of nitrate in groundwater in typical alluvial-pluvial fans, North China Plain.Environmental science and pollution research international · 2022Article
- Quantifying the human disturbance intensity of ecosystems and its natural and socioeconomic driving factors in urban agglomeration in South China.Environmental science and pollution research international · 2022Article
- Farmland change and its implications in the Three River Region of Tibet during recent 20 years.PloS one · 2022Article
- Environmental contamination by heavy metals and associated human health risk assessment: a case study of surface water in Gomti River Basin, India.Environmental science and pollution research international · 2021Article
- Contamination, source attribution, and potential health risks of heavy metals in street dust of a metropolitan area in Southern Vietnam.Environmental science and pollution research international · 2021Article
- Impact of municipal solid waste disposal on the surface water and sediment of adjoining wetland Deepor Beel in Guwahati, Assam, India.Environmental monitoring and assessment · 2021Article
- Assessment of groundwater safety surrounding contaminated water storage sites using multivariate statistical analysis and Heckman selection model: a case study of Kazakhstan.Environmental geochemistry and health · 2021Article
- Water quality assessment and pollution source apportionment using multi-statistic and APCS-MLR modeling techniques in Min River Basin, China.Environmental science and pollution research international · 2020Article
- Assessment of groundwater quality based on principal component analysis and pollution source-based examination: a case study in Ho Chi Minh City, Vietnam.Environmental monitoring and assessment · 2020Article
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7 authors.
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Abstract
Identification of different pollution sources in groundwater is challenging, especially in areas with diverse land uses and receiving multiple inputs. In this study, principal component analysis (PCA) was combined with geographic information system (GIS) to explore the spatial and temporal variation of groundwater quality and to identify the sources of pollution and main factors governing the quality of groundwater in a multiple land-use area in southwestern China. Groundwater samples collected from 26 wells in 2012 and 38 wells in 2018 were analyzed for 13 water quality parameters. The PCA results showed that the hydro-geochemical process was the predominant factor determining groundwater quality, followed by agricultural activities, domestic sewage discharges, and industrial sewage discharges. Agriculture expansion from 2012 to 2018 resulted in increased apportionment of agricultural pollution. In contrast, economic restructure and infrastructure improvement reduced the contributions of domestic sewage and industrial pollution. Anthropogenic activities were found the major causes of elevated nitrogen concentrations (NO
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