Apportionment and evolution of pollution sources in a typical riverside groundwater resource area using PCA-APCS-MLR model

Journal of Contaminant Hydrology - Tập 218 - Trang 70-83 - 2018
Li Meng1,2, Rui Zuo1,2, Jin-sheng Wang1,2, Jie Yang1,2, Yan-guo Teng1,2, Rong-tao Shi1,2, Yuan-zheng Zhai1,2
1College of Water Sciences, Beijing Normal University, Beijing 100875, China
2Engineering Research Center of Groundwater Pollution Control and Remediation Ministry of Education, Beijing 100875, China

Tài liệu tham khảo

Agorhom, 2015, Challenges and opportunities in the recovery/rejection of trace elements in copper flotation-a review, Miner. Eng., 78, 45, 10.1016/j.mineng.2015.04.008 Aiuppa, 2003, Natural and anthropogenic factors affecting groundwater quality of an active volcano (Mt. Etna, Italy), Appl. Geochem., 18, 863, 10.1016/S0883-2927(02)00182-8 Baily, 2011, Spatial and temporal variations in groundwater nitrate at an intensive dairy farm in south-east Ireland: insights from stable isotope data, Agric. Ecosyst. Environ., 144, 308, 10.1016/j.agee.2011.09.007 Berbenni, 2000, Removal of iron and manganese from hydrocarbon-contaminated groundwaters, Bioresour. Technol., 74, 109, 10.1016/S0960-8524(00)00003-1 Duan, 2016, Water quality assessment and pollution source identification of the eastern Poyang lake basin using multivariate statistical methods, Sustainability, 8, 133, 10.3390/su8020133 El, 2017, Assessing the hydrogeochemical processes affecting groundwater pollution in arid areas using an integration of geochemical equilibrium and multivariate statistical techniques, Environ. Pollut., 229, 760, 10.1016/j.envpol.2017.05.052 Gu, 2012, Multivariate statistical and GIS-based approach to identify source of anthropogenic impacts on metallic elements in sediments from the mid Guangdong coasts, China, Environ. Pollut., 163, 248, 10.1016/j.envpol.2011.12.041 Güler, 2012, Assessment of the impact of anthropogenic activities on the groundwater hydrology and chemistry in tarsus coastal plain (Mersin, SE Turkey) using fuzzy clustering, multivariate statistics and GIS techniques, J. Hydrol., 414–415, 435, 10.1016/j.jhydrol.2011.11.021 Guo, 2017, Source apportionment of pollution in groundwater source area using factor analysis and positive matrix factorization methods, Hum. Ecol. Risk. Assess., 23, 1417, 10.1080/10807039.2017.1322894 Haji, 2017, Water quality assessment and apportionment of pollution sources using APCS-MLR and PMF receptor modeling techniques in three major rivers of South Florida, Sci. Total Environ., 566-567, 1552, 10.1016/j.scitotenv.2016.06.046 Helena, 2000, Temporal evolution of groundwater composition in an alluvial aquifer (Pisuerga River, Spain) by principal component analysis, Water Res., 34, 807, 10.1016/S0043-1354(99)00225-0 Huang, 2010, Spatial variation and source apportionment of water pollution in Qiantang river (China) using statistical techniques, Water Res., 44, 1562, 10.1016/j.watres.2009.11.003 Ioannis, 2016, Nitrate source identification in groundwater of multiple land-use areas by combining isotopes and multivariate statistical analysis: a case study of Asopos basin (Central Greece), Sci. Total Environ., 541, 802, 10.1016/j.scitotenv.2015.09.134 Jiang, 2009, Natural and anthropogenic factors affecting the groundwater quality in the Nandong karst underground river system in Yunan, China, J. Contam. Hydrol., 109, 49, 10.1016/j.jconhyd.2009.08.001 Juahir, 2011, Spatial water quality assessment of Langat River Basin (Malaysia) using environmetric techniques, Environ. Monit. Assess., 173, 625, 10.1007/s10661-010-1411-x Kaiser, 1974, An index of factorial simplicity [J], Psychometrika, 39, 31, 10.1007/BF02291575 Kim, 2005, Multivariate statistical analysis to identify the major factors governing groundwater quality in the coastal area of Kimje, South Korea, Hydrol. Process., 19, 1261, 10.1002/hyp.5565 Koh, 2010, Land-use controls on sources and fate of nitrate in shallow groundwater of an agricultural area revealed by multiple environmental tracers, J. Contam. Hydrol., 118, 62, 10.1016/j.jconhyd.2010.08.003 Kringel, 2016, Mass balance of nitrogen and potassium in urban groundwater in Central Africa, Yaounde/Cameroon, Sci. Total Environ., 547, 382, 10.1016/j.scitotenv.2015.12.090 Kumar, 2016, A study of trace element contamination using multivariate statistical techniques and health risk assessment in groundwater of Chhaprola Industrial Area, Gautam Buddha Nagar, Uttar Pradesh, India, Chemosphere, 166, 135, 10.1016/j.chemosphere.2016.09.086 Li, 2016, Method for screening prevention and control measures and technologies based on groundwater pollution intensity assessment, Sci. Total Environ., 551–552, 143, 10.1016/j.scitotenv.2015.12.152 Liu, 2003, Application of factor analysis in the assessment of groundwater quality in a blackfoot disease area in Taiwan, Sci. Total Environ., 313, 77, 10.1016/S0048-9697(02)00683-6 Lü, 2016, Source apportionment of fluorine pollution in regional shallow groundwater at You'xi County southeast china, Chemosphere, 158, 50, 10.1016/j.chemosphere.2016.05.057 Masoud, 2016, Spatio-temporal trends and change factors of groundwater quality in an arid area with peat rich aquifers: emergence of water environmental problems in Tanta District, Egypt, J. Arid Environ., 124, 360, 10.1016/j.jaridenv.2015.08.018 Mendoza, 2016, Water-rock-tailings interactions and sources of sulfur and metals in the subtropical mining region of Taxco, Guerrero (southern Mexico): a multi-isotopic approach, Appl. Geochem., 66, 73, 10.1016/j.apgeochem.2015.12.002 Moya, 2015, Hydrochemical evolution and groundwater flow processes in the Galilee and Eromanga basins, Great Artesian Basin, Australia: a multivariate statistical approach, Sci. Total Environ., 508, 411, 10.1016/j.scitotenv.2014.11.099 Muangthong, 2015, Assessment of surface water quality using multivariate statistical techniques: case study of the Nampong River and Songkhram River, Thailand, Environ. Monit. Assess., 187, 548, 10.1007/s10661-015-4774-1 Qin, 2013, Assessing the impact of natural and anthropogenic activities on groundwater quality in coastal alluvial aquifers of the lower Liaohe River Plain, NE China, Appl. Geochem., 31, 142, 10.1016/j.apgeochem.2013.01.001 Raju, 2011, Hydrogeochemistry for the assessment of groundwater quality in Varanasi: a fast-urbanizing center in Uttar Pradesh, India, Environ. Monit. Assess., 173, 279, 10.1007/s10661-010-1387-6 Savard, 2010, Nitrate isotopes unveil distinct seasonal N-sources and the critical role of crop residues in groundwater contamination, J. Hydrol., 381, 134, 10.1016/j.jhydrol.2009.11.033 Shao, 2014, Occurrence and source apportionment of PAHs in highly vulnerable karst system, Sci. Total Environ., 490, 153, 10.1016/j.scitotenv.2014.04.128 Shrestha, 2007, Assessment of surface water quality using multivariate statistical techniques: a case study of the Fuji river basin, Japan, Environ. Modell. Softw., 22, 464, 10.1016/j.envsoft.2006.02.001 Singh, 2004, Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of Gomti River (India)--a case study, Water Res., 38, 3980, 10.1016/j.watres.2004.06.011 Su, 2011, Temporal trend and source apportionment of water pollution in different functional zones of Qiantang River, China, Water Res., 45, 1781, 10.1016/j.watres.2010.11.030 Thurston, 1985, A quantitative assessment of source contributions to inhalable particulate matter pollution in metropolitan Boston [J], Atmos. Environ., 19, 9, 10.1016/0004-6981(85)90132-5