Skip to main content
Erschienen in: Environmental Earth Sciences 6/2011

01.07.2011 | Original Article

Investigation of water quality on Gökçekaya dam lake using multivariate statistical analysis, in Eskişehir, Turkey

verfasst von: B. S. Akin, T. Atıcı, H. Katircioglu, F. Keskin

Erschienen in: Environmental Earth Sciences | Ausgabe 6/2011

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Gökçekaya Dam is one of the dams located on the Sakarya River (Eskişehir) in Turkey and is approximately 38 years old. No study regarding to the water quality of the dam lake has been hitherto made. This study aimed at determining the seasonal variations with physical, chemical, and biological parameters of the water quality of the dam lake. Depth-wise water samples were taken from five selected stations, in seasonal periods during 2005–2008, and anlayzed. The quality of water was classified in accordance with the results and taking into consideration many parameters. At the same time, number and type diversities of dissolved heavy metals and algae population were analyzed. Using principal component analysis (PCA) and classification analysis (CA) methods, differences between these parameters and samples from stations have been determined . The analysis showed that Gökçekaya dam lake, formerly an oligotrophic lake, has become a mesotrophic lake. And according to the results thereof the Lake has mezotrophic characteristics due to the sudden changes (including household waste water inflow and opening the Sarıyar dam lake shutters) in certain periods and in some stations. Hierarchical clustering analysis, revealed no significant difference between the measured parameters. And according to the Water Pollution Control Regulations in Turkey (WPCR) Gökçekaya dam lake is in the first class quality in terms of anions, cations, heavy metals, temperature, and pH values. However, the is of first class quality presence of nitrite reduces the water quality in the lake and causes this lake to be classified in the fourth class quality.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Akbulut A, Yıldız K (2001) Mogan lake (Ankara) and the distribution of planktonic Bacillariophyta members. GU J Sci 14:1081–1093 Akbulut A, Yıldız K (2001) Mogan lake (Ankara) and the distribution of planktonic Bacillariophyta members. GU J Sci 14:1081–1093
Zurück zum Zitat Akin BS, Atici T, Katircioglu H (2008) Physicochemical, toxicological and ecological analysis of Gökçekaya dam lake. Afr J Biotechnol 7:444–449 Akin BS, Atici T, Katircioglu H (2008) Physicochemical, toxicological and ecological analysis of Gökçekaya dam lake. Afr J Biotechnol 7:444–449
Zurück zum Zitat Anonymous (2010a) National watershed rehabilitation project. Workshop for National Watersheds Management Strategy Scope Determination Ministry of Environment and Forestry, Ankara Anonymous (2010a) National watershed rehabilitation project. Workshop for National Watersheds Management Strategy Scope Determination Ministry of Environment and Forestry, Ankara
Zurück zum Zitat Anonymous (2010b) Turkey’s weather report statistics. Turkish State Meteorological Service, Ankara Anonymous (2010b) Turkey’s weather report statistics. Turkish State Meteorological Service, Ankara
Zurück zum Zitat APHA (2005) Standard methods for the examination of water and wastewater, 21st edn. American Public Health Association, Washington, p 6710 APHA (2005) Standard methods for the examination of water and wastewater, 21st edn. American Public Health Association, Washington, p 6710
Zurück zum Zitat Bartolomeo AD, Poletti L, Sanchini G, Sebastiani B, Morozzi G (2004) Relationship among parameters of lake polluted sediments evaluated by multivariated statistical analysis. Chemosphere 55:1323–1329CrossRef Bartolomeo AD, Poletti L, Sanchini G, Sebastiani B, Morozzi G (2004) Relationship among parameters of lake polluted sediments evaluated by multivariated statistical analysis. Chemosphere 55:1323–1329CrossRef
Zurück zum Zitat Bhuyan SJ, Koellikler JK, Marzen LJ, Harrington JA (2003) An integrated approach for water quality assessment of Kansas water shed. Environ Model Softw 18:473–484CrossRef Bhuyan SJ, Koellikler JK, Marzen LJ, Harrington JA (2003) An integrated approach for water quality assessment of Kansas water shed. Environ Model Softw 18:473–484CrossRef
Zurück zum Zitat Boggero A, Barbieri A, Conedera M, Marchetto M, Mosello R, Tartari GA (1993) Land cover as a factor influencing the chemistry of mountain lakes in the western Alps. Verh Int Verein Limnol 25:772–775 Boggero A, Barbieri A, Conedera M, Marchetto M, Mosello R, Tartari GA (1993) Land cover as a factor influencing the chemistry of mountain lakes in the western Alps. Verh Int Verein Limnol 25:772–775
Zurück zum Zitat Brainwood A, Surgin S, Maheshwari B (2004) Temporal variations in water quality of farm dams: impacts of land use and water sources. Agric Water Manag 70:151–175CrossRef Brainwood A, Surgin S, Maheshwari B (2004) Temporal variations in water quality of farm dams: impacts of land use and water sources. Agric Water Manag 70:151–175CrossRef
Zurück zum Zitat Costelloe JF, Powling J, Reid JRW, Shiel RJ, Hudson P (2005) Algal diversity and assemblages in arid zone rivers of the lake Eyre basin, Australia. River Res Appl 21:337–349CrossRef Costelloe JF, Powling J, Reid JRW, Shiel RJ, Hudson P (2005) Algal diversity and assemblages in arid zone rivers of the lake Eyre basin, Australia. River Res Appl 21:337–349CrossRef
Zurück zum Zitat De Ceballos BSO, König A, De Oliveira JF (1998) Da reservoir eutrophication: a simplified technique for a fast diagnosis of environmental degradation. Water Res 32:3477–3483CrossRef De Ceballos BSO, König A, De Oliveira JF (1998) Da reservoir eutrophication: a simplified technique for a fast diagnosis of environmental degradation. Water Res 32:3477–3483CrossRef
Zurück zum Zitat EIE (2008) Annual report. General Directorate of Electrical Power Resources Survey and Development Administration, Turkey EIE (2008) Annual report. General Directorate of Electrical Power Resources Survey and Development Administration, Turkey
Zurück zum Zitat Fair GM, Geyer JC, Okun DA (1971) Elements of water supply and wastewater disposal. 2nd edn ABD, p 513 Fair GM, Geyer JC, Okun DA (1971) Elements of water supply and wastewater disposal. 2nd edn ABD, p 513
Zurück zum Zitat Galal-Gorchev H, Ozolins G, Bonnefoy X (1993) Revision of the WHO guidelines for drinking water quality. Ann Institutionali Super Sanit 29:335–345 Galal-Gorchev H, Ozolins G, Bonnefoy X (1993) Revision of the WHO guidelines for drinking water quality. Ann Institutionali Super Sanit 29:335–345
Zurück zum Zitat Gauch HG Jr (1982) Multivariate analysis in community ecology. In: Grieg-Smith P, Cambridge University Press, London, p 298 Gauch HG Jr (1982) Multivariate analysis in community ecology. In: Grieg-Smith P, Cambridge University Press, London, p 298
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 Kazi TG, Arain MB, Jamali MK, Jalbani N, Afridi HI, Sarfraz RA, Baig JA, Shah AQ (2009) Assessment of water quality of polluted lake using multivariate statistical techniques: a case study. Ecotoxicol Environ Saf 72:301–309CrossRef Kazi TG, Arain MB, Jamali MK, Jalbani N, Afridi HI, Sarfraz RA, Baig JA, Shah AQ (2009) Assessment of water quality of polluted lake using multivariate statistical techniques: a case study. Ecotoxicol Environ Saf 72:301–309CrossRef
Zurück zum Zitat Kobbia IA, Zaki MZ, Gad YM (1992) Ecology of phytoplankton in estuarine regions of Abua Tarfaia drain in Lake Quarun (Egypt). Mansoura Sci Bull Egypt 19:141–165 Kobbia IA, Zaki MZ, Gad YM (1992) Ecology of phytoplankton in estuarine regions of Abua Tarfaia drain in Lake Quarun (Egypt). Mansoura Sci Bull Egypt 19:141–165
Zurück zum Zitat Kruskal WH, Wallis WA (1952) Use of ranks in one-criterion variance analysis. J Am Stat Assoc 47(260):583–621CrossRef Kruskal WH, Wallis WA (1952) Use of ranks in one-criterion variance analysis. J Am Stat Assoc 47(260):583–621CrossRef
Zurück zum Zitat Larson GL, McIntire MC, Karnaugh-Thomas E, Hawkins-Hoffman C (1995) Limnology of isolated and connected high-mountain lakes in Olympic National Park, Washington State, USA. Arch Hydrobiol 134:75–92 Larson GL, McIntire MC, Karnaugh-Thomas E, Hawkins-Hoffman C (1995) Limnology of isolated and connected high-mountain lakes in Olympic National Park, Washington State, USA. Arch Hydrobiol 134:75–92
Zurück zum Zitat Larson GL et al (1999) Integrating physical and chemical characteristics of lakes into the glacially influenced landscape of the Northern Cascade Mountains, Washington State, USA. Environ Manag 24:219–228 Larson GL et al (1999) Integrating physical and chemical characteristics of lakes into the glacially influenced landscape of the Northern Cascade Mountains, Washington State, USA. Environ Manag 24:219–228
Zurück zum Zitat Lind OT (1990) Reservoir eutrophication. Arch Hydrobiol Beih Ergebn Limnol 33:701–770 Lind OT (1990) Reservoir eutrophication. Arch Hydrobiol Beih Ergebn Limnol 33:701–770
Zurück zum Zitat Liu WX, Li XD, Shen ZG, Wang DC, Wai OWH, Li YS (2003) Multivariate statistical study of heavy metal enrichment in sediments of the Pearl River Estuary. Environ Pollut 121:377–388CrossRef Liu WX, Li XD, Shen ZG, Wang DC, Wai OWH, Li YS (2003) Multivariate statistical study of heavy metal enrichment in sediments of the Pearl River Estuary. Environ Pollut 121:377–388CrossRef
Zurück zum Zitat Mosello R, Marchetto A, Tartari GA, Bovio M, Castello P (1991) Chemistry of alpine lakes in Aosta Valley (N. Italy) in relation to watershed characteristics and acid deposition. Ambio 20:7–12 Mosello R, Marchetto A, Tartari GA, Bovio M, Castello P (1991) Chemistry of alpine lakes in Aosta Valley (N. Italy) in relation to watershed characteristics and acid deposition. Ambio 20:7–12
Zurück zum Zitat Nakashima S, Yamada Y, Tada K (2007) Characterization of the water quality of dam lakes on Shikoku Island, Japan. Limnology 8:1–22CrossRef Nakashima S, Yamada Y, Tada K (2007) Characterization of the water quality of dam lakes on Shikoku Island, Japan. Limnology 8:1–22CrossRef
Zurück zum Zitat Rittmann BE, McCarty PL (2001) Environmental biotechnology: principles and applications. McGraw Hill International Editions, UK Rittmann BE, McCarty PL (2001) Environmental biotechnology: principles and applications. McGraw Hill International Editions, UK
Zurück zum Zitat Stout VM (1993) A comparison of high mountain lakes at different altitudes in southwest New Zealand. Verh Internat Verein Limnol 25:890–893 Stout VM (1993) A comparison of high mountain lakes at different altitudes in southwest New Zealand. Verh Internat Verein Limnol 25:890–893
Zurück zum Zitat Szymanowska A, Samecka-Cymerman A, Kempers AJ (1999) Heavy metals in three lakes in west Poland. Ecotoxicol Environ Saf 43:21–29CrossRef Szymanowska A, Samecka-Cymerman A, Kempers AJ (1999) Heavy metals in three lakes in west Poland. Ecotoxicol Environ Saf 43:21–29CrossRef
Zurück zum Zitat Taş B (2006) Investigation of water quality of Derbent dam lake (Samsun). Ekoloji 61:6–15 Taş B (2006) Investigation of water quality of Derbent dam lake (Samsun). Ekoloji 61:6–15
Zurück zum Zitat Taylan S, Arslan A, Yüksel O (2007) Surface water quality modeling: Yeşilırmak. 7th. National Congress of Environmental Engineering, İzmir, Turkey Congress Proceeding Book, pp 24–27 Taylan S, Arslan A, Yüksel O (2007) Surface water quality modeling: Yeşilırmak. 7th. National Congress of Environmental Engineering, İzmir, Turkey Congress Proceeding Book, pp 24–27
Zurück zum Zitat Tepe Y (2009) Determination of the water quality of Reyhanlı Yenişehir Lake (Hatay). Ekoloji 70:38–46CrossRef Tepe Y (2009) Determination of the water quality of Reyhanlı Yenişehir Lake (Hatay). Ekoloji 70:38–46CrossRef
Zurück zum Zitat Tuğrul S, Polat ÇS (1995) Quantitative comparison of the influxes of nutrients and organic carbon into the Sea of Marmara both from anthropogenic sources and from the Black Sea. Water Sci Technol 34:115–121 Tuğrul S, Polat ÇS (1995) Quantitative comparison of the influxes of nutrients and organic carbon into the Sea of Marmara both from anthropogenic sources and from the Black Sea. Water Sci Technol 34:115–121
Zurück zum Zitat Ünlü A, Çoban F, Tunç MS (2008) Investigation of Lake Hazar water quality according to physical and inorganic chemical parameters. J Fac Eng Arch Gazi Univ 23:119–127 Ünlü A, Çoban F, Tunç MS (2008) Investigation of Lake Hazar water quality according to physical and inorganic chemical parameters. J Fac Eng Arch Gazi Univ 23:119–127
Zurück zum Zitat Varol B, Kazancı N (1981) The Htho-and Mofacies properties of the Upper Jurassic/lower cretaceous carbonate sequence, in Nallıhan-Seben (Bolu) region. Bulletin of the Geological Society of Turkey 24:31–38 Varol B, Kazancı N (1981) The Htho-and Mofacies properties of the Upper Jurassic/lower cretaceous carbonate sequence, in Nallıhan-Seben (Bolu) region. Bulletin of the Geological Society of Turkey 24:31–38
Zurück zum Zitat Ward JH (1963) Hierarchical grouping to optimize an objective function. J Am Stat Assoc 301:236–244CrossRef Ward JH (1963) Hierarchical grouping to optimize an objective function. J Am Stat Assoc 301:236–244CrossRef
Zurück zum Zitat WPCR (2004) Water pollution control regulations, Number: 25687, Ministry of Environment and Forests, Turkey WPCR (2004) Water pollution control regulations, Number: 25687, Ministry of Environment and Forests, Turkey
Zurück zum Zitat Yılmaz F (2004) Physicochemical characterizations of Mumcular dam lake (Muğla-Bodrum). Ekoloji 50:10–17 Yılmaz F (2004) Physicochemical characterizations of Mumcular dam lake (Muğla-Bodrum). Ekoloji 50:10–17
Zurück zum Zitat Zeng X, Rasmussen TC (2005) Multivariate statistical characterization of water quality in lake Lanier, Georgia, USA. J Environ Quality 34:1980–1991CrossRef Zeng X, Rasmussen TC (2005) Multivariate statistical characterization of water quality in lake Lanier, Georgia, USA. J Environ Quality 34:1980–1991CrossRef
Zurück zum Zitat Zhou J, Ma D, Pan J, Nie W, Wu K (2008) Application of multivariate statistical approach to identify heavy metal sources in sediment and waters: a case study in Yangzhong, China. Environ Geol 54:373–380CrossRef Zhou J, Ma D, Pan J, Nie W, Wu K (2008) Application of multivariate statistical approach to identify heavy metal sources in sediment and waters: a case study in Yangzhong, China. Environ Geol 54:373–380CrossRef
Metadaten
Titel
Investigation of water quality on Gökçekaya dam lake using multivariate statistical analysis, in Eskişehir, Turkey
verfasst von
B. S. Akin
T. Atıcı
H. Katircioglu
F. Keskin
Publikationsdatum
01.07.2011
Verlag
Springer-Verlag
Erschienen in
Environmental Earth Sciences / Ausgabe 6/2011
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-010-0798-6

Weitere Artikel der Ausgabe 6/2011

Environmental Earth Sciences 6/2011 Zur Ausgabe