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Statistical Evaluation of Water Quality and Meteorological Conditions in Karacaören-II Dam Lake

Yıl 2022, Cilt: 5 Sayı: 1, 97 - 104, 31.05.2022
https://doi.org/10.34088/kojose.1079170

Öz

Karacaören-II Dam Lake is located on Aksu Stream within the borders of Burdur. The lake is planned to be a drinking water supply for Antalya in the near future. Some scientific studies carried out in recent years stated that the lake suffers from eutrophication problem due to the pressures within the basin.
This study examined the relationships between the selected water quality parameters (BOD5, DO, pH, NH4-N, NO2-N, NO3-N, TKN, TN, o-PO4, TP and TSS) and the meteorological parameters (temperature, wind speed, precipitation, humidity, pressure, vaporization) measured between the years 2005 and 2014 using correlation analysis. The main factors contributing to the variation in the data set were also determined by principal component analysis and the trends in selected water quality parameters were analyzed using the Mann-Kendall test. The statistical tests indicated that nitrogen, phosphorus, pH, temperature, precipitation, and vaporization are the major parameters influencing the water quality in the dam lake. A very high correlation is found between NO3-N and DO. Trend analysis showed an upward trend in TN and TP concentrations. The results of this study will be beneficial to decision-makers for better management of water quality and to those who will carry out studies on the lake in the future.

Kaynakça

  • [1] Water Framework Directive, European Union (WFD E.U.). Establishing a Framework for Community Action in the Field of Water Policy; Directive 2000/60/EC of the European Parliament and of the Council of 23 October 2000; EU: Brussels, Belgium, 2000.
  • [2] Surface Water Quality Regulation in Turkey, 2015. Official Gazette, No. 29327, 30 April Wednesday, Ankara, Turkey.
  • [3] Ministry of Agriculture and Forestry, General Directorate of Water Management. Yerüstü Su Kütlelerinin İyi Duruma Ulaşabilmesi İçin Sağlanması Gereken Çevresel Hedeflerin Belirlenmesine Yönelik Rehber Doküman. https://www.tarimorman.gov.tr/SYGM/Belgeler/kamag/Rehber_Doküman_Çevresel_Hedefler.pdf [Last access date: 02.01.2020]
  • [4] Parinet B., Lhote A., Legube B., 2004. Principal component analysis: an appropriate tool for water quality evaluation and management—application to a tropical lake system, Ecological Modelling, 178 (3–4), pp. 295-311, ISSN 0304-3800, https://doi.org/10.1016/j.ecolmodel.2004.03.007.
  • [5] Wang J., Yang C., He L., Dao G., Du J., Han Y., Wu G., Wu Q., Hu H., 2019. Meteorological factors and water quality changes of Plateau Lake Dianchi in China (1990–2015) and their joint influences on cyanobacterial blooms, Science of The Total Environment, 665, 406-418, ISSN 0048-9697, https://doi.org/10.1016/j.scitotenv.2019.02.010.
  • [6] Tian L., Zhu X., Wang L., Du P., Peng F., Pang Q., 2020. Long-term trends in water quality and influence of water recharge and climate on the water quality of brackish-water lakes: A case study of Shahu Lake, Journal of Environmental Management, 276, Article number:111290, ISSN 0301-4797, https://doi.org/10.1016/j.jenvman.2020.111290.
  • [7] Yenilmez F., Keskin F., Aksoy A., 2011. Water quality trend analysis in Eymir Lake, Ankara, Physics and Chemistry of the Earth, Parts A/B/C, 36 (5–6), 135-140, ISSN 1474-7065, https://doi.org/10.1016/j.pce.2010.05.005.
  • [8] Kır İ. ve Tumantozlu H., 2012. Karacaören-II Baraj Gölü’ndeki Su, Sediment ve Sazan (Cyprinus carpio) Örneklerinde Bazı Ağır Metal Birikiminin İncelenmesi. Ekoloji, 21 (82), 65-70.
  • [9] Ardıç C., 2013. Human Health Risk Identification of Nitrate Concentration in Drinking Water, M.S. Thesis, Hacettepe University, Department of Environmental Engineering, Ankara.
  • [10] Apaydın G., Köksal O. K., Cengiz E., Tıraşoğlu E., Baltas H., Karabulut K., Söğüt Ö., 2019. Assessment of natural radioactivity and radiological risk of sediment samples in Karacaören II dam Lake, Isparta/Turkey, ALKÜ Fen Bilimleri Dergisi, Özel Sayı (NSP 2018), 28-35.
  • [11] TÜBİTAK MAM, 2013. Karacaören I & II Baraj Gölleri Havza Koruma Planı ve Özel Hüküm Belirleme Projesi. Türkiye Bilimsel ve Teknolojik Araştırma Kurumu Marmara Araştırma Merkezi, Çevre ve Temiz Üretim Enstitüsü, Kocaeli.
  • [12] Çevre ve Şehircilik Bakanlığı, 2012. Isparta İl Çevre Durum Raporu 2012, Isparta Valiliği Çevre ve Şehircilik İl Müdürlüğü, Isparta.
  • [13] Tumantozlu, H., 2010. Investigation of some heavy metal accumulation in water, sediment and carp (cyprinus carpio) samples of karacaoren-II dam lake. Master Thesis, Süleyman Demirel University, Department of Biology, Isparta, Turkey.
  • [14] Wang C.N., Le T.M., Nguyen H.K., Ngoc-Nguyen H., 2019. Using the Optimization Algorithm to Evaluate the Energetic Industry: A Case Study in Thailand. Processes, 7(2), 87.
  • [15] Ouyang, Y., 2005, Evaluation of river water quality monitoring stations by principal component analysis, Water Research, 39 (12), pp. 2621-2635, ISSN 0043-1354, https://doi.org/10.1016/j.watres.2005.04.024.
  • [16] Alemu Z.A., Dioha M.O., 2020. Climate change and trend analysis of temperature: the case of Addis Ababa, Ethiopia. Environ Syst Res, 9 (27), https://doi.org/10.1186/s40068-020-00190-5.
  • [17] Hirsch R. M., Slack J.R., 1984. A nonparametric trend test for seasonal data with serial dependence. Water Resources Research, 2(6): 727-732.
  • [18] Yue S., Pilon P., Cavadias G., 2002. Power of the Mann-Kendall and Spearman’s Rho Tests for Detecting Monotonic Trends in Hydrological Series, Journal of Hydrology, 259, pp.254-271.
  • [19] Zhang X., Harvey K.D., Hogg W.D., Yuzyk T.R., 2001. Trends in Canadian Streamflow, Water Resources Research, 37 (4), pp. 987-998.
  • [20] Wang F., Shao W., Yu H., Kan G., He X., Zhang D., Ren M., Wang G., 2020. Re-evaluation of the Power of the Mann-Kendall Test for Detecting Monotonic Trends in Hydrometeorological Time Series, Front. Earth Sci., 8 (14), doi: 10.3389/feart.2020.00014.
  • [21] Rocha RRA., Thomaz SM., Carvalho P., Gomes LC, 2009. Modeling chlorophyll-a and dissolved oxygen concentration in tropical floodplain lakes (Paraná River, Brazil), Braz. J. Biol., 69 (2, Suppl.), pp. 491-500.
  • [22] Wetzel RG., 2001. Limnology: lake and river ecosystems, San Diego: Academic Press., 1006p.
  • [23] Maitera O. N., Ogugbuaja V. O., Barminas J.T., 2010. An assessment of the organic pollution indicator levels of River Benue in Adamawa State, Nigeria, Journal of Environmental Chemistry and Ecotoxicology 2 (7), pp. 110-116. ISSN-2141-226X
  • [24] Quirós R., 2003. The relationship between nitrate and ammonia concentrations in the pelagic zone of lakes, Limnetica 22 (1-2), pp. 37-50, ISSN: 0213-8409. DOI: 10.23818/limn.22.03
  • [25] Singh S. P., Singh P., 2015. Effect of temperature and light on the growth of algae species: A review, Renewable and Sustainable Energy Reviews, 50, pp.431–444. https://doi.org/10.1016/j.rser.2015.05.024
  • [26] OECD, 1982. Eutrophication of Waters-Monitoring, Assessment and Control, Paris: Organisation for Economic Co-Operation and Development.
Yıl 2022, Cilt: 5 Sayı: 1, 97 - 104, 31.05.2022
https://doi.org/10.34088/kojose.1079170

Öz

Kaynakça

  • [1] Water Framework Directive, European Union (WFD E.U.). Establishing a Framework for Community Action in the Field of Water Policy; Directive 2000/60/EC of the European Parliament and of the Council of 23 October 2000; EU: Brussels, Belgium, 2000.
  • [2] Surface Water Quality Regulation in Turkey, 2015. Official Gazette, No. 29327, 30 April Wednesday, Ankara, Turkey.
  • [3] Ministry of Agriculture and Forestry, General Directorate of Water Management. Yerüstü Su Kütlelerinin İyi Duruma Ulaşabilmesi İçin Sağlanması Gereken Çevresel Hedeflerin Belirlenmesine Yönelik Rehber Doküman. https://www.tarimorman.gov.tr/SYGM/Belgeler/kamag/Rehber_Doküman_Çevresel_Hedefler.pdf [Last access date: 02.01.2020]
  • [4] Parinet B., Lhote A., Legube B., 2004. Principal component analysis: an appropriate tool for water quality evaluation and management—application to a tropical lake system, Ecological Modelling, 178 (3–4), pp. 295-311, ISSN 0304-3800, https://doi.org/10.1016/j.ecolmodel.2004.03.007.
  • [5] Wang J., Yang C., He L., Dao G., Du J., Han Y., Wu G., Wu Q., Hu H., 2019. Meteorological factors and water quality changes of Plateau Lake Dianchi in China (1990–2015) and their joint influences on cyanobacterial blooms, Science of The Total Environment, 665, 406-418, ISSN 0048-9697, https://doi.org/10.1016/j.scitotenv.2019.02.010.
  • [6] Tian L., Zhu X., Wang L., Du P., Peng F., Pang Q., 2020. Long-term trends in water quality and influence of water recharge and climate on the water quality of brackish-water lakes: A case study of Shahu Lake, Journal of Environmental Management, 276, Article number:111290, ISSN 0301-4797, https://doi.org/10.1016/j.jenvman.2020.111290.
  • [7] Yenilmez F., Keskin F., Aksoy A., 2011. Water quality trend analysis in Eymir Lake, Ankara, Physics and Chemistry of the Earth, Parts A/B/C, 36 (5–6), 135-140, ISSN 1474-7065, https://doi.org/10.1016/j.pce.2010.05.005.
  • [8] Kır İ. ve Tumantozlu H., 2012. Karacaören-II Baraj Gölü’ndeki Su, Sediment ve Sazan (Cyprinus carpio) Örneklerinde Bazı Ağır Metal Birikiminin İncelenmesi. Ekoloji, 21 (82), 65-70.
  • [9] Ardıç C., 2013. Human Health Risk Identification of Nitrate Concentration in Drinking Water, M.S. Thesis, Hacettepe University, Department of Environmental Engineering, Ankara.
  • [10] Apaydın G., Köksal O. K., Cengiz E., Tıraşoğlu E., Baltas H., Karabulut K., Söğüt Ö., 2019. Assessment of natural radioactivity and radiological risk of sediment samples in Karacaören II dam Lake, Isparta/Turkey, ALKÜ Fen Bilimleri Dergisi, Özel Sayı (NSP 2018), 28-35.
  • [11] TÜBİTAK MAM, 2013. Karacaören I & II Baraj Gölleri Havza Koruma Planı ve Özel Hüküm Belirleme Projesi. Türkiye Bilimsel ve Teknolojik Araştırma Kurumu Marmara Araştırma Merkezi, Çevre ve Temiz Üretim Enstitüsü, Kocaeli.
  • [12] Çevre ve Şehircilik Bakanlığı, 2012. Isparta İl Çevre Durum Raporu 2012, Isparta Valiliği Çevre ve Şehircilik İl Müdürlüğü, Isparta.
  • [13] Tumantozlu, H., 2010. Investigation of some heavy metal accumulation in water, sediment and carp (cyprinus carpio) samples of karacaoren-II dam lake. Master Thesis, Süleyman Demirel University, Department of Biology, Isparta, Turkey.
  • [14] Wang C.N., Le T.M., Nguyen H.K., Ngoc-Nguyen H., 2019. Using the Optimization Algorithm to Evaluate the Energetic Industry: A Case Study in Thailand. Processes, 7(2), 87.
  • [15] Ouyang, Y., 2005, Evaluation of river water quality monitoring stations by principal component analysis, Water Research, 39 (12), pp. 2621-2635, ISSN 0043-1354, https://doi.org/10.1016/j.watres.2005.04.024.
  • [16] Alemu Z.A., Dioha M.O., 2020. Climate change and trend analysis of temperature: the case of Addis Ababa, Ethiopia. Environ Syst Res, 9 (27), https://doi.org/10.1186/s40068-020-00190-5.
  • [17] Hirsch R. M., Slack J.R., 1984. A nonparametric trend test for seasonal data with serial dependence. Water Resources Research, 2(6): 727-732.
  • [18] Yue S., Pilon P., Cavadias G., 2002. Power of the Mann-Kendall and Spearman’s Rho Tests for Detecting Monotonic Trends in Hydrological Series, Journal of Hydrology, 259, pp.254-271.
  • [19] Zhang X., Harvey K.D., Hogg W.D., Yuzyk T.R., 2001. Trends in Canadian Streamflow, Water Resources Research, 37 (4), pp. 987-998.
  • [20] Wang F., Shao W., Yu H., Kan G., He X., Zhang D., Ren M., Wang G., 2020. Re-evaluation of the Power of the Mann-Kendall Test for Detecting Monotonic Trends in Hydrometeorological Time Series, Front. Earth Sci., 8 (14), doi: 10.3389/feart.2020.00014.
  • [21] Rocha RRA., Thomaz SM., Carvalho P., Gomes LC, 2009. Modeling chlorophyll-a and dissolved oxygen concentration in tropical floodplain lakes (Paraná River, Brazil), Braz. J. Biol., 69 (2, Suppl.), pp. 491-500.
  • [22] Wetzel RG., 2001. Limnology: lake and river ecosystems, San Diego: Academic Press., 1006p.
  • [23] Maitera O. N., Ogugbuaja V. O., Barminas J.T., 2010. An assessment of the organic pollution indicator levels of River Benue in Adamawa State, Nigeria, Journal of Environmental Chemistry and Ecotoxicology 2 (7), pp. 110-116. ISSN-2141-226X
  • [24] Quirós R., 2003. The relationship between nitrate and ammonia concentrations in the pelagic zone of lakes, Limnetica 22 (1-2), pp. 37-50, ISSN: 0213-8409. DOI: 10.23818/limn.22.03
  • [25] Singh S. P., Singh P., 2015. Effect of temperature and light on the growth of algae species: A review, Renewable and Sustainable Energy Reviews, 50, pp.431–444. https://doi.org/10.1016/j.rser.2015.05.024
  • [26] OECD, 1982. Eutrophication of Waters-Monitoring, Assessment and Control, Paris: Organisation for Economic Co-Operation and Development.
Toplam 26 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Çevre Mühendisliği
Bölüm Makaleler
Yazarlar

Firdes Yenilmez 0000-0002-1600-9419

Yayımlanma Tarihi 31 Mayıs 2022
Kabul Tarihi 11 Mart 2022
Yayımlandığı Sayı Yıl 2022 Cilt: 5 Sayı: 1

Kaynak Göster

APA Yenilmez, F. (2022). Statistical Evaluation of Water Quality and Meteorological Conditions in Karacaören-II Dam Lake. Kocaeli Journal of Science and Engineering, 5(1), 97-104. https://doi.org/10.34088/kojose.1079170