Yaşlı Pinus sylvestris L. orman ekosistemlerinde Temel Bileşenler Analizi kullanılarak bazı akarsu kalite parametrelerinin değerlendirilmesi

Çalışmanın amacı: Bu çalışmanın ana amacı Oltu çayının indicator su kalitesi parametrelerini belirlemektir. Çalışma alanı: Bu çalışma Erzurum ili sınırları içerisindeki Çoruh Nehrinin bir yan kolu olan Oltu Çayının üzerinde alınan 3 farklı deneme istasyonunda gerçekleştirilmiştir. Materyal ve Yöntem: Araştırmada seçilmiş bazı akarsu su kalite parametreleri değerlendirilmiştir. 2003 ve 2008 yılları arasındaki 5 yıllık periyotta aylık değerlendirilen veri setine Pearson korelasyon analizi ve Temel Bileşenler Analizi (PCA) uygulanmıştır. Sonuçlar Toplam varyansın %52'sini açıklayan 1. Temel bileşen özellikle Q, Ca2+, Mg2+, EC, Na+, Cl, , SAR ve B ile ilişkili bulunmuş ve bunlar akarsuyun mineral komponentleri olarak değerlendirilmiştir. Diğer temel bileşende ise ilişkili parameter bulunamamıştır. Araştırma vurguları: Sonuçlar üzerinde sezonsal etkinin var olduğu açık biçimde görülebilmektedir. Araştırmada değerlendirilen akarsu yüksek sezonsallık etkisi altındadır ve çözünmüş anakayanın seyreltme (sulandırma) etkisi kış ve sonbahar mevsimlerine ait aylar ile birlikte artmaktadır

Evaluation of some streamwater quality parameters using with Principal Component Analysis (PCA) in mature Pinus sylvestris L. forest ecosystems

Aim of study: The main purpose of this study is composed to determinations of indicator water quality parameters of Oltu stream. Area of study: The research area has been conducted in 3 different sample points on Oltu stream which is on the borders of Oltu town in the city Erzurum. Material and Methods: The data set used in the study is composed of some selected streamwater quality parameters. In the 5 year period between 2003 and 2008, Pearson correlation analysis, Principal Component Analysis (PCA) have been applied to the dataset which was composed of the monthly result of the measurement. Main results: 1st principal component explains of 52% of the total variance and is highly participated by Q, Ca2+, Mg2+, EC, Na+, Cl-, SO42-, SAR and B and can be thus determined as a mineral component of the streamwater.On the other principle component, it was seen that there were no correlated parameters Research highlights: Seasonal effect was determined by sampling period can clearly be seen on the result. The research streamwater was characterized a high seasonality and it was showed dilution process of dissolved bedrock increase with winter and fall months

___

  • Al Bakri, D., Kittaneh, W. (1998). Physicochemical characteristics and pollution indicators in the intertidal zone of Kuwait: Implications for benthic ecology. Environmental Management, 22 (3), 415-424.
  • Anderson, N.J., Rippey, B., Gibson, C.E. (1993). A comparison of sedimentary and diatom-inferred phosphorus profiles: implications for defining pre-disturbance nutrient conditions. Hydrobiologia, 253, 357-366
  • Atalay, İ. (1982). The physical Geography and the Management of Oltu Stream Watershed. İzmir, Ege University. Faculty of Social Science.
  • Atalay, İ., Tetik, M., Yilmaz, Ö. (1985). The ecosystems of North-Eastern Anatolia. Aegean Geographical Journal, 3, 16-56. Aydın, M. (2009). Determination of soil losses by using WEPP (Water Erosion Prediction Project) composed of different land use and necessary precuations in Gümüşhane-Torul Dam Creek. Kastamonu University Journal of Forestry Faculty, (S.l.), 54-65.
  • Bayram, A., Önsoy, H., Bulut, V.N., Akinci, G. (2013). Influences of urban wastewaters on the stream water quality: a case study from Gumushane Province. Turkey. Environmental Monitoring Assessment, 185, 1285- 1303.
  • Bergkvist, B., Folkeson, L. (1995). The influence of tree species on acid deposition proton budgets and element fluxes in south swedish forest ecosystems. Ecological Bulletin, 44, 90–99.
  • Bis, B., Zdanowicz, A., Zalewski, M. (2000). Effects of catchment properties on hydrochemistry. habitat complexity and invertebrate community structure in a lowland river. Hydrobiologia, 422, 369- 387.
  • Bunn, S.E., Davies, P.M., Mosisch, T.D. (1999). Ecosystem measures of river health and their response to riparian and catchment degradation. Freshwater Biology, 41 (2), 333-345.
  • Carr, G.M., Neary, J.P. (2008). Water Quality for Ecosystem and Human Health. 2nd Edition. United Nations Environment Programme Global Environment Monitoring System. ISBN 92-95039-10-6. UN GEMS/Water Programme Office. Canada.
  • Catell, R.B., Jaspers, J. (1967). A general plasmode for factor analytic exercises and research. Multivariate Behavioral Research Managraphs.
  • Davis, J.C. (1986). Statistics and Data Analysis in Geology. John Wiley & Sons. de Souza, A.L.T., Fonseca, D.G., Liborio, R.A., Tanaka M.O. (2013). Influence of riparian vegetation and forest structure on the water quality of rural low-order streams in SE Brazil. Forest Ecology and Management, 298, 12-18.
  • Fohrer, N., Hawerkamp, S., Eckhardt, K.., Frede, H.G. (2000). Hydrologic response to land use changes on the catchment scale. Physics and Chemistry of the Earth, 26 (7-8), 577-582.
  • Hall, J., Zaffiro, A.D., Marx, R.B., Kefauver, P.C., Krishnan, E.R., Herrmann, J.G. (2007). On-line water quality parameters as indicators of distribution system contamination. Journal American Water Works Association, 99 (1), 66-77.
  • Hall, R.I., Leavitt, P.R., Quinlan, R., Dixit, A.S.. Smol, J.P. (1999). Effects of agriculture. urbanization. and climate on water quality in the northern Great Plains. Lımnology and Oceanography, 44 (3), 739-756.
  • Howard, I., Espigares, E., Lardelli, P., Martin, J.L., Espigares, M. (2004). Evaluation of microbiological and physicochemical indicators for wastewater treatment. Environmental Toxicology, 19 (3), 241-249.
  • Jackson, J.E. (1980). Principal Components and Factor-Analysis .1. Principal Components. Journal of Quality Technology, 12 (4), 201-213.
  • Kaiser, H.F. (1960). The application of electronic computers to factor analysis. Educational and psychological measurement, 20 (1). 141-151
  • King, K.W., Smiley, P.C., Baker, B.J., Fausey, N.R. (2008). Validation of paired watersheds for assessing conservation practices in the Upper Big Walnut Creek Watershed. Ohio. Journal of Soil and Water Conservation, 63 (6), 380-395.
  • Lake, P.S., Bond, N., Reich, P. (2007). Linking ecological theory with stream restoration. Freshwater Biology, 52, 597– 615.
  • Lenat, D.R., Crawford, J.K. (1994). Effects of land-use on water-quality and aquatic biota of 3 North-Carolina Piedmont Streams. Hydrobiologia, 294 (3), 185- 199.
  • Leon, L.F., Soulis, E.D., Kouwen, N., Farquhar, G.J. (2001). Nonpoint source pollution: a distributed water quality modeling approach. Water Research, 35 (4), 997–1007.
  • Sáncheza, E., Colmenarejoa, M.F., Vicenteb, J., Rubiob, A., Garcíaa, M.G., Traviesoc, L., Borjac, R. (2007). Use of the water quality index and dissolved oxygen deficit as simple indicators of watersheds pollution. Ecological Indicators, 7 (2), 315–328.
  • Lewis, T., Lafreniere, M.J., Lamoureux, S.F. (2012). Hydrochemical and sedimentary responses of paired High Arctic watersheds to unusual climate and permafrost disturbance. Cape Bounty. Melville Island. Canada. Hydrological Processes, 26 (13), 2003-2018.
  • Levick, L., Fonseca, J., Goodrich, D., Hernandez, M., Semmens, D., Stromberg, J., Leidy, R., Scianni, M., Guertin, D.P., Tluczek, M., Kepner, W. (2008). The Ecological and Hydrological Significance of Ephemeral and Intermittent Streams in the Arid and Semi-arid American Southwest. EPA/600/R-08/134.
  • ARS/233046. 116 s. U.S. Environmental Protection Agency and USDA/ARS Southwest Watershed Research Center.. USA.
  • Manly, B.J.F. (1986). Multivariate Statistical Methods: A Primer. Third Edition New York, Chapman & Hall.
  • McNeil, V.H., Cox, M.E., Preda, M. (2005). Assessment of chemical water types and their spatial variation using multi-stage cluster analysis. Queensland. Australia. Journal of Hydrology, 310 (1-4), 181-200.
  • Mogollon, J.L., Ramirez, A.. Garcia, B.. Bifano, C. (1993). Use of physıcochemical parameters of river water as indicators of natural and anthropic influences. Interciencia, 18 (5), 249-254.
  • Norris, R.H.. Thoms, M.C. (1999). What is river health? Freshwater Biology, 41(2),197-209.
  • Ouyang, Y.. Nkedi-Kizza, P.. Wu, Q.T.. Shinde, D.. Huang, C.H. (2006). Assessment of seasonal variations in surface water quality. Water Research, 40 (2006), 3800-3810.
  • Prietzel, J.. Rehfuess, K.E.. Stetter, U.. Pretzsch, H. (2008). Changes of soil chemistry. stand nutrition. and stand growth at two Scots pine (Pinus sylvestris L.) sites in Central Europe during 40 years after fertilization. liming. and lupine introduction. European Journal of Forest Research, 127, 43–61.
  • Richter, B.D., Baumgartner, J.V., Powell, J., Braun, D.P. (1996). A method for assessing hydrologic alteration within ecosystems. Conservation Biology. 10 (4), 1163-1174.
  • Simeonov, V., Stratis, J.A., Samara, C., Zachariadis, G., Voutsa, D., Anthemidis, A., Sofoniou, M., Kouimtzis, T. (2003). Assessment of the surface water quality in Northern Greece. Water Research, 37 (17), 4119-4124.
  • Ringner, M. (2008). What is principal component analysis? Nature Biotechnology. 26(3), 303-304.
  • Shrestha, S.. Kazama, F. (2007). Assessment of surface water quality using multivariate statistical techniques: A case study of the Fuji river basin. Japan. Environmental Modelling & Software, 22 (4), 464-475.
  • Singh, K.P., Malik, A., Mohan, D., Sinha, S. (2004). Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of Gomti River (India) - a case study. Water Resources, 38 (18), 3980-3992.
  • Wang Z.. Bovik A.C. 2009. Mean Squared Error: love it or leave it? A new look at signal fidelity measures. IEEE Signal Processing Magazine. 26 (1). 98-117.
  • Wiklander, G,. Nordlander, G., Andersson, R. (1991). Leaching of nitrogen from a forest catchment at Soderasen in Southern Sweden. Water Air and Soil Pollution, 55 (3-4), 263-282.
  • Villa, F., McLeod, H. (2002). Environmental vulnerability indicators for environmental planning and decision-making: guidelines and applications. Environmental Management, 29 (3), 335–348.
  • Wold, S., Esbensen, K.., Geladi, P. (1987). Principal Component Analysis. Chemometrics and Intelligent Laboratory Systems, 2 (1-3), 37-52.
  • Yıldırım A. (1997). Oltu Çayı (Çoruh Nehri)’nın bazı parametrelerindeki yıllık değişimler ve bu suda yaşayan Capoeta tinca (Heckel. 1843) (Pisces-Siraz balığı)’nın biyo-ekolojisi ile et analizleri üzerine araştırmalar. Doctoral dissertation. Atatürk University, Erzurum, Turkey.
  • Yıldırım A.. Erdoğan O.. Türkmen M.. Demir B.C. (1999). Çoruh Havzası-Oltu Çayı’nda yaşayan Alburnoides bipunctatus fasciatis (Nordmann. 1840)’in bazı üreme özelliklerinin araştırılması. Turkish Journal of Veterinary and Animal Sciences, 23 (4), 679-686.
Kastamonu Üniversitesi Orman Fakültesi Dergisi-Cover
  • ISSN: 1303-2399
  • Yayın Aralığı: Yılda 3 Sayı
  • Başlangıç: 2001
  • Yayıncı: Kastamonu Üniversitesi
Sayıdaki Diğer Makaleler

Geri Dönüşüm Liflerinin Kullanıldığı Odun Plastik Kompozitlerin Yangın, Termal ve Mekanik Özellikleri Üzerine Yangın Geciktiricilerin Etkileri Özet Çalışmanın amacı: Bu çalışmada lifsel atıklar ile üretilen odun

ERTUĞRUL ALTUNTAŞ, Eyup KARAOĞUL, M. Hakkı ALMA

Odun Külü ve Mikrokristalin Selüloz İle Doldurulmuş Poliester Kompozitler

KADİR KARAKUŞ, İLKAY ATAR, İBRAHİM HALİL BAŞBOĞA, Fatma BOZKURT, FATİH MENGELOĞLU

ALTAY UĞUR GÜL, ALİ ÖMER ÜÇLER, CANTÜRK GÜMÜŞ, ZAFER YÜCESAN

Kontrplakta farklı değişkenlerin vida çekme direnci üzerindeki etkisi

HÜSEYİN YÖRÜR, ÖNDER TOR, MUHAMMED NURİ GÜNAY, Emre BIRINCI

Landslide susceptibility analysis of YBasin in Bingol through the index method

ALAADDİN YÜKSEL, Vedat AVCİ

Libya’nın Green Mountain bölgesinde kök-ur nematodu (Meloidogyne incognita) ile bağlantılı mantarların izolasyonu ve yumurtaların açılımı üzerine etkisi

Issa MOSA, Mahmoud EHWAETI, Erol AKKUZU

Yüzey kaplamasına eklenen amonyum fosfat ve borik asidin yanma direnci üzerine etkisinin araştırılması

Ferhat ÖZDEMİR, Arif AYAZ

Sapsız Meşe (Quercus Petraea) Odununun Alternatif Isıtma Yöntemleri ile Vakumlu Kurutulması

SUAT ALTUN, MUSTAFA ALTAY EROĞLU

Geri Dönüşüm Liflerinin Kullanıldığı Odun Plastik Kompozitlerin Yangın, Termal ve Mekanik Özellikleri Üzerine Yangın Geciktiricilerin Etkileri

Ertuğrul ALTUNTAŞ, Eyyüp KARAOĞUL, Mehmet Hakkı ALMA

Structural and spatial patterns of Isoberlinia species in a disturbed community forest (Benin, West Africa)

Cedric A GOUSSANOU, Brice A TENTE, Gaston AKOUEHOU, Valere K SALAKO, Romain L