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Erschienen in: Environmental Earth Sciences 3/2013

01.06.2013 | Original Article

Classification of rivers based on water quality assessment using factor analysis in Taizi River basin, northeast China

verfasst von: Jun Wan, Hongmei Bu, Yuan Zhang, Wei Meng

Erschienen in: Environmental Earth Sciences | Ausgabe 3/2013

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Abstract

A method for river classification based on water quality assessment (WQA) was introduced using factor analysis (FA) in this paper. Sixty-nine sampling sites and 20 water quality parameters in Taizi River basin were selected for monitoring and analysis. Five factors were determined in FA, denoted as general, hardness, trophic, nitrogen pollution, and physical factors. The total factor scores (TFSs) of the WQA results from all sampling sites were calculated by the eigenvalue and factor score of each factor. The TFSs of 69 sites were interpolated with the measure of inverse distance weighted in the river buffer zone generated by ArcGIS 9.2 software to form a continuous spatial distribution along river channels. All streams were divided into five classes marked “excellent”, “good”, “fair”, “poor”, and “seriously polluted”. The classification result showed that the water quality of Taizi River basin deteriorated gradually from the mountain area to the plain area. Sewage and intensive human activities contributed to the deterioration of water quality since towns and farmland were dotted densely along the river basin.

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Literatur
Zurück zum Zitat Absalon D, Matysik M (2007) Changes in water quality and runoff in the Upper Oder River Basin. Geomorphology 92:106–118CrossRef Absalon D, Matysik M (2007) Changes in water quality and runoff in the Upper Oder River Basin. Geomorphology 92:106–118CrossRef
Zurück zum Zitat Andersen HE, Kronvang B, Larsen SE, Hoffmann CC, Jensen TS, Rasmussen EK (2006) Climate-change impacts on hydrology and nutrients in a Danish lowland river basin. Sci Total Environ 365:223–237CrossRef Andersen HE, Kronvang B, Larsen SE, Hoffmann CC, Jensen TS, Rasmussen EK (2006) Climate-change impacts on hydrology and nutrients in a Danish lowland river basin. Sci Total Environ 365:223–237CrossRef
Zurück zum Zitat Bu H, Tan X, Li S, Zhang Q (2010a) Temporal and spatial variations of water quality in the Jinshui River of the South Qinling Mts., China. Ecotoxicol Environ Saf 73:907–913CrossRef Bu H, Tan X, Li S, Zhang Q (2010a) Temporal and spatial variations of water quality in the Jinshui River of the South Qinling Mts., China. Ecotoxicol Environ Saf 73:907–913CrossRef
Zurück zum Zitat Bu H, Tan X, Li S, Zhang Q (2010b) Water quality assessment of the Jinshui River (China) using multivariate statistical techniques. Environ Earth Sci 60:1631–1639CrossRef Bu H, Tan X, Li S, Zhang Q (2010b) Water quality assessment of the Jinshui River (China) using multivariate statistical techniques. Environ Earth Sci 60:1631–1639CrossRef
Zurück zum Zitat Bu H, Meng W, Zhang Y (2011) Nitrogen pollution and source identification in the Haicheng River basin in Northeast China. Sci Total Environ 409:3394–3402CrossRef Bu H, Meng W, Zhang Y (2011) Nitrogen pollution and source identification in the Haicheng River basin in Northeast China. Sci Total Environ 409:3394–3402CrossRef
Zurück zum Zitat Caccia VG, Boyer JN (2005) Spatial patterning of water quality in Biscayne Bay, Florida as a function of land use and water management. Mar Pollut Bull 50:1416–1429CrossRef Caccia VG, Boyer JN (2005) Spatial patterning of water quality in Biscayne Bay, Florida as a function of land use and water management. Mar Pollut Bull 50:1416–1429CrossRef
Zurück zum Zitat Chessman B (2002) New South Wales. Dept. of Land and Water Conservation, New South Wales. Dept. of Land and Water Conservation. Centre for Natural Resources. Assessing the conservation value and health of New South Wales rivers: the PBH (Pressure-Biota-Habitat) project Chessman B (2002) New South Wales. Dept. of Land and Water Conservation, New South Wales. Dept. of Land and Water Conservation. Centre for Natural Resources. Assessing the conservation value and health of New South Wales rivers: the PBH (Pressure-Biota-Habitat) project
Zurück zum Zitat Coops NC, Wulder MA, Iwanicka D (2009) An environmental domain classification of Canada using earth observation data for biodiversity assessment. Ecol Inform 4:8–22CrossRef Coops NC, Wulder MA, Iwanicka D (2009) An environmental domain classification of Canada using earth observation data for biodiversity assessment. Ecol Inform 4:8–22CrossRef
Zurück zum Zitat Dunn H (2000) Identifying and protecting rivers of high ecological value. Land and Water Resources Research and Development Corporation, Canberra Dunn H (2000) Identifying and protecting rivers of high ecological value. Land and Water Resources Research and Development Corporation, Canberra
Zurück zum Zitat Elbaz-Poulichet F, Favreau G, Leduc C, Seidel JL (2002) Major ion chemistry of ground waters in the continental terminal water table of southwestern Niger (Africa). Appl Geochem 17:1343–1349CrossRef Elbaz-Poulichet F, Favreau G, Leduc C, Seidel JL (2002) Major ion chemistry of ground waters in the continental terminal water table of southwestern Niger (Africa). Appl Geochem 17:1343–1349CrossRef
Zurück zum Zitat Felipe-Sotelo M, Andrade JM, Carlosena A, Tauler R (2007) Temporal characterization of river waters in urban and semi-urban areas using physico-chemical parameters and chemometric methods. Anal Chim Acta 583:128–137CrossRef Felipe-Sotelo M, Andrade JM, Carlosena A, Tauler R (2007) Temporal characterization of river waters in urban and semi-urban areas using physico-chemical parameters and chemometric methods. Anal Chim Acta 583:128–137CrossRef
Zurück zum Zitat Feng S, Li LX, Duan ZG, Zhang JL (2007) Assessing the impacts of south-to-north water transfer project with decision support systems. Decis Support Syst 42:1989–2003CrossRef Feng S, Li LX, Duan ZG, Zhang JL (2007) Assessing the impacts of south-to-north water transfer project with decision support systems. Decis Support Syst 42:1989–2003CrossRef
Zurück zum Zitat Ferreol M, Dohet A, Cauchie HM, Hoffmann L (2005) A top-down approach for the development of a stream typology based on abiotic variables. Hydrobiologica 551:193–208CrossRef Ferreol M, Dohet A, Cauchie HM, Hoffmann L (2005) A top-down approach for the development of a stream typology based on abiotic variables. Hydrobiologica 551:193–208CrossRef
Zurück zum Zitat Gabellone NA, Solari L, Claps M (2008) Chemical classification of the water in a lowland river basin (Salado River, Buenos Aires, Argentina) affected by hydraulic modifications. Environ Geol 53:1353–1363CrossRef Gabellone NA, Solari L, Claps M (2008) Chemical classification of the water in a lowland river basin (Salado River, Buenos Aires, Argentina) affected by hydraulic modifications. Environ Geol 53:1353–1363CrossRef
Zurück zum Zitat Gurnell AM, Angold P, Gregory KJ (1994) Classification of river corridors: issues to be addressed in developing an operational methodology. Aquat Conserv 4:219–231CrossRef Gurnell AM, Angold P, Gregory KJ (1994) Classification of river corridors: issues to be addressed in developing an operational methodology. Aquat Conserv 4:219–231CrossRef
Zurück zum Zitat Helena B, Pardo R, Vega M, Barrado E, Fernandez JM, Fernandez L (2000) Temporal evolution of groundwater composition in an alluvial aquifer (Pisuerga River, Spain) by principal component analysis. Water Res 34:807–816CrossRef Helena B, Pardo R, Vega M, Barrado E, Fernandez JM, Fernandez L (2000) Temporal evolution of groundwater composition in an alluvial aquifer (Pisuerga River, Spain) by principal component analysis. Water Res 34:807–816CrossRef
Zurück zum Zitat Higgins JV, Bryer MT, Khoury ML, Fitzhugh TW (2005) A freshwater classification approach for biodiversity conservation planning. Conserv Biol 19:432–445CrossRef Higgins JV, Bryer MT, Khoury ML, Fitzhugh TW (2005) A freshwater classification approach for biodiversity conservation planning. Conserv Biol 19:432–445CrossRef
Zurück zum Zitat Jain CK (2002) A hydro-chemical study of a mountainous watershed: the Ganga, India. Water Res 36:1262–1274CrossRef Jain CK (2002) A hydro-chemical study of a mountainous watershed: the Ganga, India. Water Res 36:1262–1274CrossRef
Zurück zum Zitat Jarvie HP, Lycett E, Neal C, Love A (2002) Patterns in nutrient concentrations and biological quality indices across the upper Thames River basin, UK. Sci Total Environ 282(283):263–294CrossRef Jarvie HP, Lycett E, Neal C, Love A (2002) Patterns in nutrient concentrations and biological quality indices across the upper Thames River basin, UK. Sci Total Environ 282(283):263–294CrossRef
Zurück zum Zitat Kannel PR, Lee S, Lee YS, Kanel SR, Khan SP (2007) Application of water quality indices and dissolved oxygen as indicators for river water classification and urban impact assessment. Environ Monit Assess 132:93–110CrossRef Kannel PR, Lee S, Lee YS, Kanel SR, Khan SP (2007) Application of water quality indices and dissolved oxygen as indicators for river water classification and urban impact assessment. Environ Monit Assess 132:93–110CrossRef
Zurück zum Zitat Kowalkowski T (2009) Classification of nutrient emission sources in the Vistula River system. Environ Pollut 157:1867–1872CrossRef Kowalkowski T (2009) Classification of nutrient emission sources in the Vistula River system. Environ Pollut 157:1867–1872CrossRef
Zurück zum Zitat Kuppusamy MR, Giridhar VV (2006) Factor analysis of water quality characteristics including trace metal speciation in the coastal environmental system of Chennai Ennore. Environ Int 32:174–179CrossRef Kuppusamy MR, Giridhar VV (2006) Factor analysis of water quality characteristics including trace metal speciation in the coastal environmental system of Chennai Ennore. Environ Int 32:174–179CrossRef
Zurück zum Zitat Liu CW, Lin KH, Kuo YM (2003) Application of factor analysis in the assessment of ground water quality in a black foot disease area in Taiwan. Sci Total Environ 313:77–89CrossRef Liu CW, Lin KH, Kuo YM (2003) Application of factor analysis in the assessment of ground water quality in a black foot disease area in Taiwan. Sci Total Environ 313:77–89CrossRef
Zurück zum Zitat Lorenz A, Feld CK, Hering D (2004) Typology of streams in Germany based on benthic invertebrates: ecoregions, zonation, geology and substrate. Limnologica 34:379–389CrossRef Lorenz A, Feld CK, Hering D (2004) Typology of streams in Germany based on benthic invertebrates: ecoregions, zonation, geology and substrate. Limnologica 34:379–389CrossRef
Zurück zum Zitat Meng W (2007) The strategy of comprehensive pollution prevention and cure of water environment in Chinese watershed. China Environ Sci 27:712–716 (in Chinese) Meng W (2007) The strategy of comprehensive pollution prevention and cure of water environment in Chinese watershed. China Environ Sci 27:712–716 (in Chinese)
Zurück zum Zitat Meng W, Zhang N, Zhang Y, Zheng B (2009) Integrated assessment of river health based on water quality, aquatic life and physical habitat. J Environ Sci 21:1017–1027CrossRef Meng W, Zhang N, Zhang Y, Zheng B (2009) Integrated assessment of river health based on water quality, aquatic life and physical habitat. J Environ Sci 21:1017–1027CrossRef
Zurück zum Zitat Montgomery DR, Buffington JM (1997) Channel reach morphology in mountain drainage basins. Geol Soc Am Bull 109:596–611CrossRef Montgomery DR, Buffington JM (1997) Channel reach morphology in mountain drainage basins. Geol Soc Am Bull 109:596–611CrossRef
Zurück zum Zitat Newall P, Bate N, Metzeling L (2006) A comparison of diatom and macroinvertebrate classification of sites in the Kiewa River system, Australia. Hydrobiologica 572:131–149CrossRef Newall P, Bate N, Metzeling L (2006) A comparison of diatom and macroinvertebrate classification of sites in the Kiewa River system, Australia. Hydrobiologica 572:131–149CrossRef
Zurück zum Zitat Newson MD, Clark MJ, Sear DA, Brookes A (1998) The geomorphological basis for classifying rivers. Aquat Conserv 8:415–430CrossRef Newson MD, Clark MJ, Sear DA, Brookes A (1998) The geomorphological basis for classifying rivers. Aquat Conserv 8:415–430CrossRef
Zurück zum Zitat Ngoye E, Machiwa JF (2004) The influence of land-use patterns in the Ruvu river watershed on water quality in the river system. Phys Chem Earth 29:1161–1166CrossRef Ngoye E, Machiwa JF (2004) The influence of land-use patterns in the Ruvu river watershed on water quality in the river system. Phys Chem Earth 29:1161–1166CrossRef
Zurück zum Zitat Pegg MA, Pierce CL (2002) Classification of reaches in the Missouri and lower Yellowstone rivers based on flow characteristics. River Res Appl 18:31–42CrossRef Pegg MA, Pierce CL (2002) Classification of reaches in the Missouri and lower Yellowstone rivers based on flow characteristics. River Res Appl 18:31–42CrossRef
Zurück zum Zitat Poff NL, Olden JD, Pepin DM, Bledsoe BP (2006) Placing global stream flow variability in geographic and geomorphic contexts. River Res Appl 22:149–166CrossRef Poff NL, Olden JD, Pepin DM, Bledsoe BP (2006) Placing global stream flow variability in geographic and geomorphic contexts. River Res Appl 22:149–166CrossRef
Zurück zum Zitat Pont D, Hugueny B, Beier U (2006) Assessing river biotic condition at a continental scale: a European approach using functional metrics and fish assemblages. J Appl Ecol 43:70–80CrossRef Pont D, Hugueny B, Beier U (2006) Assessing river biotic condition at a continental scale: a European approach using functional metrics and fish assemblages. J Appl Ecol 43:70–80CrossRef
Zurück zum Zitat Rosgen DL (1994) A classification of natural rivers. Catena 22:169–199CrossRef Rosgen DL (1994) A classification of natural rivers. Catena 22:169–199CrossRef
Zurück zum Zitat Sachse A, Henrion R, Gelbrecht J, Steinberg CEW (2005) Classification of dissolved organic carbon (DOC) in river systems: influence of catchment characteristics and autochthonous processes. Org Geochem 36:923–935CrossRef Sachse A, Henrion R, Gelbrecht J, Steinberg CEW (2005) Classification of dissolved organic carbon (DOC) in river systems: influence of catchment characteristics and autochthonous processes. Org Geochem 36:923–935CrossRef
Zurück zum Zitat Schaumburg J, Schranz C, Foerster J, Gutowski A, Hofmann G, Meilinger P, Schneider S, Schmedtje U (2004) Ecological classification of macrophytes and phytobenthos for rivers in Germany according to the water framework directive. Limnologica 34:283–301CrossRef Schaumburg J, Schranz C, Foerster J, Gutowski A, Hofmann G, Meilinger P, Schneider S, Schmedtje U (2004) Ecological classification of macrophytes and phytobenthos for rivers in Germany according to the water framework directive. Limnologica 34:283–301CrossRef
Zurück zum Zitat Shen Y, He LL (2009) Analysis on water pollution status of Taizi River Basin in Liaoyang section. Environ Prot Sci 35:20–22 (in Chinese) Shen Y, He LL (2009) Analysis on water pollution status of Taizi River Basin in Liaoyang section. Environ Prot Sci 35:20–22 (in Chinese)
Zurück zum Zitat Singh KP, Malik A, Sinha S (2005) Water quality assessment and apportionment of pollution sources of Gomti River (India) using multivariate statistical techniques: a case study. Anal Chim Acta 538:355–374CrossRef Singh KP, Malik A, Sinha S (2005) Water quality assessment and apportionment of pollution sources of Gomti River (India) using multivariate statistical techniques: a case study. Anal Chim Acta 538:355–374CrossRef
Zurück zum Zitat Snelder TH, Biggs BJF, Woods RA (2005) Improved eco-hydrological classification of rivers. River Res Appl 21:609–628CrossRef Snelder TH, Biggs BJF, Woods RA (2005) Improved eco-hydrological classification of rivers. River Res Appl 21:609–628CrossRef
Zurück zum Zitat State Environmental Protection Administration (SEPA) (2002) Standard methods for the examination of water and wastewater (version 4). China Environmental Science Publish Press, Beijing (in Chinese) State Environmental Protection Administration (SEPA) (2002) Standard methods for the examination of water and wastewater (version 4). China Environmental Science Publish Press, Beijing (in Chinese)
Zurück zum Zitat Vega M, Pardo R, Barrado E, Deban L (1998) Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis. Water Res 32:3581–3592CrossRef Vega M, Pardo R, Barrado E, Deban L (1998) Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis. Water Res 32:3581–3592CrossRef
Zurück zum Zitat Xu XP, Zhang Z, Lu Y (2011) Analysis on space–time heterogeneity of water pollution in Taizi River. Mod Agric Sci Technol 5:266–268 (in Chinese) Xu XP, Zhang Z, Lu Y (2011) Analysis on space–time heterogeneity of water pollution in Taizi River. Mod Agric Sci Technol 5:266–268 (in Chinese)
Zurück zum Zitat Zhang Y, Guo F, Meng W, Wang XQ (2009) Water quality assessment and source identification of Daliao river basin using multivariate statistical methods. Environ Monit Assess 152:105–121CrossRef Zhang Y, Guo F, Meng W, Wang XQ (2009) Water quality assessment and source identification of Daliao river basin using multivariate statistical methods. Environ Monit Assess 152:105–121CrossRef
Metadaten
Titel
Classification of rivers based on water quality assessment using factor analysis in Taizi River basin, northeast China
verfasst von
Jun Wan
Hongmei Bu
Yuan Zhang
Wei Meng
Publikationsdatum
01.06.2013
Verlag
Springer-Verlag
Erschienen in
Environmental Earth Sciences / Ausgabe 3/2013
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-012-1976-5

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