Spatio-temporal patterns and source identification of water pollution in Lake Taihu (China)

Water (Switzerland)

Volumn 8, Issue 3, 2016, Pages

  Chen, Yan ^a   Zhao, Kangping ^a   Wu, Yueying ^a   Gao, Shuoshuo ^b   Cao, Wei ^c   Bo, Yan ^b   Shang, Ziyin ^b   Wu, Jing ^d   Zhou, Feng ^b  

^a CHINESE ACADEMY FOR ENVIRONMENTAL PLANNING   (China)

^b PEKING UNIVERSITY   (China)

^c INSTITUTE OF GEOGRAPHIC SCIENCES AND NATURAL RESOURCES RESEARCH   (China)

^d UNIVERSITY OF MARYLAND   (United States)

Author keywords

Lake Taihu; Multivariate analysis; River water quality; Source identification; Spatial variation; Temporal variation

Indexed keywords

AGRICULTURAL RUNOFF; BIOCHEMICAL OXYGEN DEMAND; CHEMICAL ANALYSIS; CLUSTER ANALYSIS; DISCRIMINANT ANALYSIS; DISSOLVED OXYGEN; HIERARCHICAL SYSTEMS; LAKE POLLUTION; LAKES; MULTIVARIANT ANALYSIS; OXYGEN; POLLUTION; PRINCIPAL COMPONENT ANALYSIS; QUALITY CONTROL; RIVERS; WATER POLLUTION; WATER QUALITY; WATER RESOURCES;

LAKE TAIHU; MULTI VARIATE ANALYSIS; RIVER WATER QUALITY; SOURCE IDENTIFICATION; SPATIAL VARIATIONS; TEMPORAL VARIATION;

RIVER POLLUTION;

AGRICULTURAL RUNOFF; ANTHROPOGENIC SOURCE; DATA PROCESSING; DATA SET; DISCRIMINANT ANALYSIS; HIERARCHICAL SYSTEM; INDUSTRIAL EMISSION; MULTIVARIATE ANALYSIS; RIVER WATER; SPATIAL VARIATION; TEMPORAL VARIATION; WATER POLLUTION; WATER QUALITY;

CHINA; TAIHU LAKE;

EID: 84964319635     PISSN: None     EISSN: 20734441     Source Type: Journal    
DOI: 10.3390/w8030086     Document Type: Article

References (34)

1. Nyairo, W.N.; Owuor, P.O.; Kengara, F.O. Effect of anthropogenic activities on the water quality of Amala and Nyangores tributaries of River Mara in Kenya. Environ. Monit. Assess. 2015, 187, 1-12
2. Niu, Y.; Niu, Y.; Pang, Y.; Yu, H. Assessment of Heavy Metal Pollution in Sediments of Inflow Rivers to Lake Taihu, China. Bull. Environ. Contam. Toxicol. 2015, 95, 618-623
3. Huang, K.; Guo, H.; Liu, Y.; Zhou, F.; Yu, Y.; Wang, Z.Water environmental planning and management at the watershed scale: A case study of Lake Qilu, China. Front. Environ. Sci. Eng. China 2008, 2, 157-162
4. Bozelli, R.L.; Caliman, A.; Guariento, R.D.; Carneiro, L.S.; Santangelo, J.M.; Figueiredo-Barros, M.P.; Leala, J.J.F.; Rocha, A.M.; Quesado, L.B.; Lopes, P.M.; et al. Interactive effects of environmental variability and human impacts on the long-term dynamics of an Amazonian floodplain lake and a South Atlantic coastal lagoon. Limnologica 2009, 39, 306-313
5. Chen, K.; Wang, X.; Li, D.; Li, Z. Driving force of the morphological change of the urban lake ecosystem: A case study ofWuhan, 1990-2013. Ecol. Model. 2015, 318, 204-209
6. Zhou, F.; Liu, Y.; Guo, H. Application of multivariate statistical methods to water quality assessment of the watercourses in northwestern new territories, Hong Kong. Environ. Monit. Assess. 2007, 132, 1-13
7. Li, X.; Li, P.; Wang, D.; Wang, Y. Assessment of temporal and spatial variations in water quality using multivariate statistical methods: A case study of the Xin'anjiang River, China. Front. Environ. Sci. Eng. 2014, 8, 895-904
8. Yang, Y.H.; Zhou, F.; Guo, H.C.; Sheng, H.; Liu, H.; Dao, X.; He, C.J. Analysis of spatial and temporal water pollution patterns in Lake Dianchi using multivariate statistical methods. Environ. Monit. Assess. 2010, 170, 407-416
9. Magyar, N.; Hatvani, I.G.; Székely, I.K.; Herzig, A.; Dinka, M.; Kovács, J. Application of multivariate statistical methods in determining spatial changes in water quality in the Austrian part of Neusiedler See. Ecol. Eng. 2013, 55, 82-92
10. Singh, U.B.; Ahluwalia, A.S.; Jindal, R.; Sharma, C. Water Quality Assessment of Some Freshwater Bodies Supporting Vegetation in and Around Chandigarh (India), Using Multivariate Statistical Methods. Water Qual. Expo. Health 2013, 5, 149-161
11. Jiang, Y.; Guo, H.; Jia, Y.; Cao, Y.; Hu, C. Principal component analysis and hierarchical cluster analyses of arsenic groundwater geochemistry in the Hetao basin, Inner Mongolia. Chem. Erde Geochem. 2015, 75, 197-205
12. Sinha, K.; Das Saha, P. Assessment of water quality index using cluster analysis and artificial neural network modeling: A case study of the Hooghly River basin, West Bengal, India. Desalin. Water Treat. 2015, 54, 28-36
13. Kim, S.W.; Park, J.S.; Kim, D.; Oh, J.M. Runoff characteristics of non-point pollutants caused by different land uses and a spatial overlay analysis with spatial distribution of industrial cluster: A case study of the Lake Sihwa watershed. Environ. Earth Sci. 2014, 71, 483-496
14. Kamble, S.R.; Vijay, R. Assessment of water quality using cluster analysis in coastal region of Mumbai, India. Environ. Monit. Assess. 2011, 178, 321-332
15. Yerel, S.; Anagun, A.S. Assessment of water quality observation stations using cluster analysis and ordinal logistic regression technique. Int. J. Environ. Pollut. 2010, 42, 344-358
16. Ban, X.; Wu, Q.; Pan, B.; Du, Y.; Feng, Q. Application of Composite Water Quality Identification Index on the water quality evaluation in spatial and temporal variations: A case study in Honghu Lake, China. Environ. Monit. Assess. 2014, 186, 4237-4247
17. Cid, F.D.; Antón, R.I.; Pardo, R.; Vega, M.; Caviedes-Vidal, E. Modelling spatial and temporal variations in the water quality of an artificial water reservoir in the semiarid Midwest of Argentina. Anal. Chim. Acta 2011, 705, 243-252
18. Varol, M.; Gökot, B.; Bekleyen, A.; Şen, B. Spatial and temporal variations in surface water quality of the dam reservoirs in the Tigris River basin, Turkey. Catena 2012, 92, 11-21
19. Guo, H.C.; Liu, L.; Huang, G.H.; Fuller, G.A.; Zou, R.; Yin, Y.Y. A system dynamics approach for regional environmental planning and management: A study for the Lake Erhai Basin. Environ. Manag. 2001, 61, 93-111
20. Liu, Y.; Guo, H.; Yu, Y.; Dai, Y.; Zhou, F. Ecological-economic modeling as a tool for watershed management: A case study of Lake Qionghai watershed, China. Limnologica 2008, 38, 89-104
21. Qin, B.; Xu, P.; Wu, Q.; Luo, L.; Zhang, Y. Environmental issues of Lake Taihu, China. Hydrobiologia 2007, 581, 3-14
22. Shen, P.P.; Shi, Q.; Hua, Z.C.; Kong, F.X.; Wang, Z.G.; Zhuang, S.X.; Chen, D.C. Analysis of microcystins in cyanobacteria blooms and surface water samples from Meiliang Bay, Taihu Lake, China. Environ. Int. 2003, 29, 641-647
23. Qin, B.Q.; Zhu, G.; Gao, G.; Zhang, Y.; Li, W.; Paerl, H.W.; Carmichael, W.W. A drinking water crisis in Lake Taihu, China: Linkage to climatic variability and lake management. Environ. Manag. 2010, 45, 105-112
24. Bai, X.; Ding, S.; Fan, C.; Liu, T.; Shi, D.; Zhang, L. Organic phosphorus species in surface sediments of a large, shallow, eutrophic lake, Lake Taihu, China. Environ. Pollut. 2009, 157, 2507-2513
25. Zhou, F.; Guo, H.; Hao, Z. Spatial distribution of heavy metals in Hong Kong's marine sediments and their human impacts: A GIS-based chemometric approach. Mar. Pollut. Bull. 2007, 54, 1372-1384
26. Zhou, F.; Huang, G.H.; Guo, H.; Zhang, W.; Hao, Z. Spatio-temporal patterns and source apportionment of coastal water pollution in eastern Hong Kong. Water Res. 2007, 41, 3429-3439
27. Wang, H.; Wang, C.; Wu, W.; Mo, Z.; Wang, Z. Persistent organic pollutants in water and surface sediments of Taihu Lake, China and risk assessment. Chemosphere 2003, 50, 557-562
28. Yan, S.W.; Yu, H.; Zhang, L.; Xu, J.; Wang, Z. Water quantity and pollutant fluxes of inflow and outflow rivers of Lake Taihu, 2009. J. Lake Sci. 2011, 23, 855-862. (In Chinese)
29. Singh, K.P.; Malik, A.; Mohan, D.; Sinha, S. Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of Gomti River (India)-A case study. Water Res. 2004, 38, 3980-3992
30. Pekey, H.; Karakas, D.; Bakoglu, M. Source apportionment of trace metals in surface waters of a polluted stream using multivariate statistical analyses. Mar. Pollut. Bull. 2004, 49, 809-818
31. Zhou, F.; Shang, Z.Y.; Ciais, P.; Tao, S.; Piao, S.L.; Raymond, P.; He, C.F.; Li, B.G.; Wang, R.; Wang, X.H.; et al. A new high-resolution N2O emission inventory for China in 2008. Environ. Sci. Technol. 2014, 48, 8538-8547
32. Hou, X.K.; Zhou, F.; Leip, A.; Fu, B.J.; Yang, H.; Chen, Y.; Gao, S.S.; Shang, Z.Y. Precipitation and clay content explain half of nitrogen runoff variability in Chinese paddy fields. Agric. Ecosyst. Environ. 2015. submitted
33. Yang, Y.; Wang, C.; Guo, H.; Sheng, H.; Zhou, F. An integrated SOM-based multivariate approach for spatio-temporal patterns identification and source apportionment of pollution in complex river network. Environ. Pollut. 2012, 168, 71-79
34. Xu, Y.; Ma, C.; Huo, S.; Xi, B.; Qian, G. Performance assessment of water quality monitoring system and identification of pollution source using pattern recognition techniques: A case study of Chaohu Lake, China. Desalin. Water Treat. 2012, 47, 182-197