2019
DOI: 10.1007/s13201-019-0938-4
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Application of positive matrix factorization to identify potential sources of water quality deterioration of Huaihe River, China

Abstract: Identification of nonpoint source (NPS) pollution is essential for effective water management. In this study we used a combined approach of hierarchal cluster analysis (HCA) and positive matrix factorization (PMF) to identify NPS pollution for Huaihe River basin in China. NH 3-N, COD, DO and pH were regularly monitored weekly over 2 years (2011-2012) from 27 monitoring stations subjected to high anthropogenic and natural changes. As identified by multiple correspondence analyses, the monitoring stations #3, #9… Show more

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Cited by 22 publications
(10 citation statements)
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“…Amongst the degraded monitoring locations, fifty percent of the monitoring stations along the Huaihe River were seriously polluted. The Huaihe River’s water quality has deteriorated in recent decades, and substantial regions of the province do not fulfill national surface water quality criteria [ 124 ]. In addition, the river water around the smelter was heavily polluted by heavy metals.…”
Section: Evaluation Of Heavy Metal Pollutionmentioning
confidence: 99%
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“…Amongst the degraded monitoring locations, fifty percent of the monitoring stations along the Huaihe River were seriously polluted. The Huaihe River’s water quality has deteriorated in recent decades, and substantial regions of the province do not fulfill national surface water quality criteria [ 124 ]. In addition, the river water around the smelter was heavily polluted by heavy metals.…”
Section: Evaluation Of Heavy Metal Pollutionmentioning
confidence: 99%
“…Also, the exposed area’s well water may have become polluted with Cd and As due to smelting activities [ 117 ]. Stormwater sweeps all sorts of pollutants from various land practices to the river [ 124 ], and irrigation of farmland with heavy metal polluted river water posed a serious threat to soil health [ 125 ]. Irrigative sewage transports heavy metals to the soil, where they are fixed in a variety of ways.…”
Section: Evaluation Of Heavy Metal Pollutionmentioning
confidence: 99%
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“…Many studies have successfully applied PMF to the source apportionment of ambient particulate matter [17,18]. In recent years, PMF has also been used to investigate pollution sources in aqueous environments [e.g., 19,[20][21][22][23]. PMF has the following advantages: (1) it includes the integration of non-negative constraints; (2) uncertainties in the data are introduced into the model;…”
Section: Introductionmentioning
confidence: 99%
“…Multiple spatial scale analysis is important as it links LULC with biological, physicochemical and trace elements at different scales. LULC in the upstream of a river or station plays vital role in the contamination of water bodies [5]. [6] developed LULC-water quality relationship at riparian scale.…”
Section: Introductionmentioning
confidence: 99%