Research Article
BibTex RIS Cite

COMPARISON OF INNOVATIVE TREND ANALYSIS METHODS FOR HYDROMETEOROLOGICAL PARAMETERS IN THE KARASU SUB-BASIN

Year 2023, Volume: 11 Issue: 3, 880 - 893, 01.09.2023
https://doi.org/10.36306/konjes.1291179

Abstract

Türkiye, which has a complex climate structure, is shown among the countries that will be most affected by climate change with the effect of global warming. These effects will differ in different regions due to their topographic structure, location, and orographic characteristics. Trend analyzes are used to determine the direction and magnitude of this variability. In this study, trend analysis was carried out by using hydrometeorological data obtained from streamflow and meteorology stations located in the Karasu Sub-Basin located in the Euphrates-Tigris Basin. Three innovative trend methods, namely the Şen-Innovative Trend Analysis, Onyutha Trend Test, Combination of Wilcoxon Test and Scatter Diagram trend tests, were used together with the classical Mann-Kendall method in the monthly scale analysis of hydrometeorological data of the 1979-2020 period. Both graphical and statistical trend analysis can be done with innovative methods. The results obtained in the study, in which trend analyses were evaluated at the α=0.05 significance level, reveal significant and insignificant decreasing trends in the parameters of mean streamflow, maximum precipitation, total precipitation, mean and minimum relative humidity. Significant and insignificant increasing trends were determined in the maximum, minimum, and mean temperature, maximum relative humidity, and mean wind speed data. The trends obtained in the methods used in general are consistent with each other. The findings of this study could lead to a better knowledge of the region's hydrology and contribute sustainable water management. The trend analysis methods used in the study are thought to be quite helpful in the analysis of hydro-meteorological time series.

References

  • H. J. Marvin, G. A. Kleter, M. Y. Noordam, E. Franz, D. J. Willems, and A. Boxall, “Proactive systems for early warning of potential impacts of natural disasters on food safety: Climate-change-induced extreme events as case in point”, Food Control, vol. 34, no. 2, pp. 444-456, 2013.
  • U. K. Mandal, B. Maji, S. Mullick, D. B. Nayak, K. K. Mahanta, and S. Raut, “Global climate change and human interferences as risk factors, and their impacts on geomorphological features as well as on farming practices in Sundarbans eco-region”, The Sundarbans: A Disaster-Prone Eco-Region: Increasing Livelihood Security, vol. 30, pp. 405-437, 2019.
  • A. Iglesias, L. Garrote, S. Quiroga, and M. Moneo, “A regional comparison of the effects of climate change on agricultural crops in Europe”, Climatic Change, vol. 112, pp. 29-46, 2012.
  • N. W. Arnell, J. A. Lowe, A. J. Challinor, and T. J. Osborn, “Global and regional impacts of climate change at different levels of global temperature increase”, Climatic Change, vol. 155, pp. 377-391, 2019.
  • B. K. Mishra, P. Kumar, C. Saraswat, S. Chakraborty, and A. Gautam, “Water security in a changing environment: Concept, challenges and solutions”, Water, vol. 13, no. 4, p. 490, 2021.
  • M. A. Benevolenza, and L. DeRigne, “The impact of climate change and natural disasters on vulnerable populations: A systematic review of literature”, Journal of Human Behavior in the Social Environment, vol. 29, no. 2, pp. 266-281, 2019.
  • M. Saatsaz, “A historical investigation on water resources management in Iran”, Environment, Development and Sustainability, vol. 22, pp. 1749-1785, 2020.
  • C. Nhemachena, L. Nhamo, G. Matchaya, C. R. Nhemachena, B. Muchara, S. T. Karuaihe, and S. Mpandeli, “Climate change impacts on water and agriculture sectors in Southern Africa: Threats and opportunities for sustainable development”, Water, vol. 12, no. 10, p. 2673, 2020.
  • L. Garrote, “Managing water resources to adapt to climate change: facing uncertainty and scarcity in a changing context”, Water Resources Management, vol. 31, no. 10, pp. 2951-2963, 2017.
  • Y. Pokhrel, F. Felfelani, Y. Satoh, J. Boulange, P. Burek, A. Gädeke, ..., and Y. Wada, “Global terrestrial water storage and drought severity under climate change”, Nature Climate Change, vol. 11, no.3, pp. 226-233, 2021.
  • V. Chandole, G. S. Joshi, and S. C. Rana, “Spatio-temporal trend detection of hydro-meteorological parameters for climate change assessment in Lower Tapi river basin of Gujarat state, India”, J Atmos Solar-Terr Phys, vol. 195, p.105130, 2019.
  • A. I. Ginzburg, A. G. Kostianoy, I. V. Serykh, and S. A. Lebedev, “Climate change in the hydrometeorological parameters of the Black and Azov Seas (1980–2020)”, Oceanology, vol. 61, no.6, pp. 745-756, 2021.
  • M. Zakwan and Z. Ahmad, “Trend analysis of hydrological parameters of Ganga River”, Arab J Geosci vol. 14, no. 163, pp. 1–15, 2021.
  • Z. Sa’adi, S. Shahid, T. Ismail, E. S. Chung, and X. J. Wang, “Trends analysis of rainfall and rainfall extremes in Sarawak, Malaysia using modified Mann-Kendall test”, Meteorol Atmos Phys, vol. 131, no. 1, pp. 263–277, 2019.
  • E. N. Tehrani, H. Sahour, and M. J. Booij, “Trend analysis of hydro-climatic variables in the north of Iran”, Theor Appl Climatol, vol. 136, no. 1, pp. 85–97, 2019.
  • R. Ali, A. Kuriqi, , S., Abubaker, and O. Kisi, “Long-term trends and seasonality detection of the observed flow in Yangtze River using Mann-Kendall and Sen’s innovative trend method”, Water, vol. 11, no. 9, p. 1855, 2019.
  • M. Collaud Coen, E. Andrews, A. Bigi, G. Martucci, G. Romanens, F. Vogt, and L. Vuilleumier, “Effects of the prewhitening method, the time granularity, and the time segmentation on the Mann–Kendall trend detection and the associated Sen's slope”, Atmospheric measurement techniques, vol. 13, no. 12, pp. 6945-6964, 2020.
  • I. Ahmad, F. Zhang, M. Tayyab, M. N. Anjum, M. Zaman, J. Liu,...., and Q. Saddique, “Spatiotemporal analysis of precipitation variability in annual, seasonal and extreme values over upper Indus River basin”, Atmospheric Research, vol. 213, pp. 346-360, 2018.
  • T. Caloiero, “Evaluation of rainfall trends in the South Island of New Zealand through the innovative trend analysis (ITA)”, Theoretical and Applied Climatology, vol. 139, no. (1-2), pp. 493-504, 2020.
  • M. Buyukyildiz, “Evaluation of annual total precipitation in the transboundary Euphrates–Tigris River Basin of Türkiye using innovative graphical and statistical trend approaches”, Applied Water Science, vol. 13, no. 2, p. 38, 2023.
  • Z. Şen, “Innovative trend analysis methodology”, J Hydrol Eng, vol. 17, no. 9, pp.1042–1046, 2012.
  • C. Köyceğiz and M. Buyukyildiz, “Temporal trend analysis of extreme precipitation: a case study of Konya Closed Basin”, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, vol. 25, no. 8, pp. 956-961, 2019.
  • Z. Eren and F. Kaya, “Fırat-Dicle Havza Koruma Eylem Planı çerçevesinde kentsel atıksu arıtma tesisinin Karasu Nehrinin su kalitesi üzerindeki etkisinin incelenmesi”, Ulusal Çevre Bilimleri Araştırma Dergisi, vol. 3, no. 2, pp. 95-109, 2020.
  • M. C. Ulker and M. Buyukyildiz, “Evaluation of Runoff Simulation Using the Global BROOK90-R Model for Three Sub-Basins in Türkiye”, Sustainability, vol. 15, no. 6, p. 5103, 2023.
  • C. Onyutha, “Graphical-statistical method to explore variability of hydrological time series”, Hydrology Research, vol. 52, no. 1, pp. 266–283, 2021.
  • C. Onyutha, “Identification of sub-trends from hydro-meteorological series”, Stochastic Environmental Research and Risk Assessment, vol. 30, no. 1, pp. 189–205, 2016a.
  • C. Onyutha, “Statistical analyses of potential evapotranspiration changes over the period 1930–2012 in the Nile River riparian countries”, Agricultural and Forest Meteorology, vol. 226–227, pp. 80–95, 2016b.
  • K. Saplıoğlu, and Y. S. Güçlü, “Combination of Wilcoxon test and scatter diagram for trend analysis of hydrological data”, Journal of Hydrology, vol. 612, p. 128132, 2022.
  • W. D. S. Nisansala, N. S. Abeysingha, A. Islam, & A.M.K.R. Bandara, “Recent rainfall trend over Sri Lanka (1987–2017)”, Int J Climatol, vol. 40, no. 7, pp. 3417–3435, 2020
  • H. B. Mann, “Nonparametric tests against trend”, Econometrica, vol. 13, no. 3, pp. 245–259, 1945.
  • M. G. Kendall, “Rank correlation methods”, 2nd impression. Charles Griffin and Company Ltd. London and High Wycombe, 1975.
  • H. Von Storch and A. Navarra (eds), “Analysis of climate variability: applications of statistical techniques”, Proceedings of an Autumn School Organized by the Commision of the European Community on Elba from October 30 to November 6, 1993, vol 2. Springer, 1995.
  • F. Wang, W. Shao, H. Yu, G. Kan, X. He, D. Zhang, M. Ren, and G. Wang, “Re-evaluation of the Power of the Mann-Kendall Test for Detecting Monotonic Trends in Hydrometeorological Time Series”, Front. Earth Sci.,vol. 8, no. 14, pp. 1-12, 2020.
  • R. M. Hirsch and J. R. Slack, “A nonparametric trend test for seasonal data with serial dependence. Water Resour. Res., vol. 20, pp. 727–732, 1984.
  • A. Alivi, O. Yıldız, and G. Aktürk, “Fırat-Dicle havzasında yıllık ortalama akımlar üzerinde iklim değişikliği etkilerinin iklim elastikiyeti metodu ile incelenmesi”, Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, vol. 36, no. 3, pp. 1449-1466, 2021.
  • O. Eskioğlu, H. Gürkan, H. Arabacı, M. Demircan, S. Şensoy, B. Yazıcı, A. Kocatürk, U.M. Sümer, and M. Coşkun, “İklim Değişikliğinin GFDL-ESM2M Modeline Göre Nispi Nem Üzerine Olası Etkisi”, IV. Türkiye İklim Değişikliği Kongresi, TİKDEK’2017, 5-7 Temmuz 2017, İstanbul, 2017.
Year 2023, Volume: 11 Issue: 3, 880 - 893, 01.09.2023
https://doi.org/10.36306/konjes.1291179

Abstract

References

  • H. J. Marvin, G. A. Kleter, M. Y. Noordam, E. Franz, D. J. Willems, and A. Boxall, “Proactive systems for early warning of potential impacts of natural disasters on food safety: Climate-change-induced extreme events as case in point”, Food Control, vol. 34, no. 2, pp. 444-456, 2013.
  • U. K. Mandal, B. Maji, S. Mullick, D. B. Nayak, K. K. Mahanta, and S. Raut, “Global climate change and human interferences as risk factors, and their impacts on geomorphological features as well as on farming practices in Sundarbans eco-region”, The Sundarbans: A Disaster-Prone Eco-Region: Increasing Livelihood Security, vol. 30, pp. 405-437, 2019.
  • A. Iglesias, L. Garrote, S. Quiroga, and M. Moneo, “A regional comparison of the effects of climate change on agricultural crops in Europe”, Climatic Change, vol. 112, pp. 29-46, 2012.
  • N. W. Arnell, J. A. Lowe, A. J. Challinor, and T. J. Osborn, “Global and regional impacts of climate change at different levels of global temperature increase”, Climatic Change, vol. 155, pp. 377-391, 2019.
  • B. K. Mishra, P. Kumar, C. Saraswat, S. Chakraborty, and A. Gautam, “Water security in a changing environment: Concept, challenges and solutions”, Water, vol. 13, no. 4, p. 490, 2021.
  • M. A. Benevolenza, and L. DeRigne, “The impact of climate change and natural disasters on vulnerable populations: A systematic review of literature”, Journal of Human Behavior in the Social Environment, vol. 29, no. 2, pp. 266-281, 2019.
  • M. Saatsaz, “A historical investigation on water resources management in Iran”, Environment, Development and Sustainability, vol. 22, pp. 1749-1785, 2020.
  • C. Nhemachena, L. Nhamo, G. Matchaya, C. R. Nhemachena, B. Muchara, S. T. Karuaihe, and S. Mpandeli, “Climate change impacts on water and agriculture sectors in Southern Africa: Threats and opportunities for sustainable development”, Water, vol. 12, no. 10, p. 2673, 2020.
  • L. Garrote, “Managing water resources to adapt to climate change: facing uncertainty and scarcity in a changing context”, Water Resources Management, vol. 31, no. 10, pp. 2951-2963, 2017.
  • Y. Pokhrel, F. Felfelani, Y. Satoh, J. Boulange, P. Burek, A. Gädeke, ..., and Y. Wada, “Global terrestrial water storage and drought severity under climate change”, Nature Climate Change, vol. 11, no.3, pp. 226-233, 2021.
  • V. Chandole, G. S. Joshi, and S. C. Rana, “Spatio-temporal trend detection of hydro-meteorological parameters for climate change assessment in Lower Tapi river basin of Gujarat state, India”, J Atmos Solar-Terr Phys, vol. 195, p.105130, 2019.
  • A. I. Ginzburg, A. G. Kostianoy, I. V. Serykh, and S. A. Lebedev, “Climate change in the hydrometeorological parameters of the Black and Azov Seas (1980–2020)”, Oceanology, vol. 61, no.6, pp. 745-756, 2021.
  • M. Zakwan and Z. Ahmad, “Trend analysis of hydrological parameters of Ganga River”, Arab J Geosci vol. 14, no. 163, pp. 1–15, 2021.
  • Z. Sa’adi, S. Shahid, T. Ismail, E. S. Chung, and X. J. Wang, “Trends analysis of rainfall and rainfall extremes in Sarawak, Malaysia using modified Mann-Kendall test”, Meteorol Atmos Phys, vol. 131, no. 1, pp. 263–277, 2019.
  • E. N. Tehrani, H. Sahour, and M. J. Booij, “Trend analysis of hydro-climatic variables in the north of Iran”, Theor Appl Climatol, vol. 136, no. 1, pp. 85–97, 2019.
  • R. Ali, A. Kuriqi, , S., Abubaker, and O. Kisi, “Long-term trends and seasonality detection of the observed flow in Yangtze River using Mann-Kendall and Sen’s innovative trend method”, Water, vol. 11, no. 9, p. 1855, 2019.
  • M. Collaud Coen, E. Andrews, A. Bigi, G. Martucci, G. Romanens, F. Vogt, and L. Vuilleumier, “Effects of the prewhitening method, the time granularity, and the time segmentation on the Mann–Kendall trend detection and the associated Sen's slope”, Atmospheric measurement techniques, vol. 13, no. 12, pp. 6945-6964, 2020.
  • I. Ahmad, F. Zhang, M. Tayyab, M. N. Anjum, M. Zaman, J. Liu,...., and Q. Saddique, “Spatiotemporal analysis of precipitation variability in annual, seasonal and extreme values over upper Indus River basin”, Atmospheric Research, vol. 213, pp. 346-360, 2018.
  • T. Caloiero, “Evaluation of rainfall trends in the South Island of New Zealand through the innovative trend analysis (ITA)”, Theoretical and Applied Climatology, vol. 139, no. (1-2), pp. 493-504, 2020.
  • M. Buyukyildiz, “Evaluation of annual total precipitation in the transboundary Euphrates–Tigris River Basin of Türkiye using innovative graphical and statistical trend approaches”, Applied Water Science, vol. 13, no. 2, p. 38, 2023.
  • Z. Şen, “Innovative trend analysis methodology”, J Hydrol Eng, vol. 17, no. 9, pp.1042–1046, 2012.
  • C. Köyceğiz and M. Buyukyildiz, “Temporal trend analysis of extreme precipitation: a case study of Konya Closed Basin”, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, vol. 25, no. 8, pp. 956-961, 2019.
  • Z. Eren and F. Kaya, “Fırat-Dicle Havza Koruma Eylem Planı çerçevesinde kentsel atıksu arıtma tesisinin Karasu Nehrinin su kalitesi üzerindeki etkisinin incelenmesi”, Ulusal Çevre Bilimleri Araştırma Dergisi, vol. 3, no. 2, pp. 95-109, 2020.
  • M. C. Ulker and M. Buyukyildiz, “Evaluation of Runoff Simulation Using the Global BROOK90-R Model for Three Sub-Basins in Türkiye”, Sustainability, vol. 15, no. 6, p. 5103, 2023.
  • C. Onyutha, “Graphical-statistical method to explore variability of hydrological time series”, Hydrology Research, vol. 52, no. 1, pp. 266–283, 2021.
  • C. Onyutha, “Identification of sub-trends from hydro-meteorological series”, Stochastic Environmental Research and Risk Assessment, vol. 30, no. 1, pp. 189–205, 2016a.
  • C. Onyutha, “Statistical analyses of potential evapotranspiration changes over the period 1930–2012 in the Nile River riparian countries”, Agricultural and Forest Meteorology, vol. 226–227, pp. 80–95, 2016b.
  • K. Saplıoğlu, and Y. S. Güçlü, “Combination of Wilcoxon test and scatter diagram for trend analysis of hydrological data”, Journal of Hydrology, vol. 612, p. 128132, 2022.
  • W. D. S. Nisansala, N. S. Abeysingha, A. Islam, & A.M.K.R. Bandara, “Recent rainfall trend over Sri Lanka (1987–2017)”, Int J Climatol, vol. 40, no. 7, pp. 3417–3435, 2020
  • H. B. Mann, “Nonparametric tests against trend”, Econometrica, vol. 13, no. 3, pp. 245–259, 1945.
  • M. G. Kendall, “Rank correlation methods”, 2nd impression. Charles Griffin and Company Ltd. London and High Wycombe, 1975.
  • H. Von Storch and A. Navarra (eds), “Analysis of climate variability: applications of statistical techniques”, Proceedings of an Autumn School Organized by the Commision of the European Community on Elba from October 30 to November 6, 1993, vol 2. Springer, 1995.
  • F. Wang, W. Shao, H. Yu, G. Kan, X. He, D. Zhang, M. Ren, and G. Wang, “Re-evaluation of the Power of the Mann-Kendall Test for Detecting Monotonic Trends in Hydrometeorological Time Series”, Front. Earth Sci.,vol. 8, no. 14, pp. 1-12, 2020.
  • R. M. Hirsch and J. R. Slack, “A nonparametric trend test for seasonal data with serial dependence. Water Resour. Res., vol. 20, pp. 727–732, 1984.
  • A. Alivi, O. Yıldız, and G. Aktürk, “Fırat-Dicle havzasında yıllık ortalama akımlar üzerinde iklim değişikliği etkilerinin iklim elastikiyeti metodu ile incelenmesi”, Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, vol. 36, no. 3, pp. 1449-1466, 2021.
  • O. Eskioğlu, H. Gürkan, H. Arabacı, M. Demircan, S. Şensoy, B. Yazıcı, A. Kocatürk, U.M. Sümer, and M. Coşkun, “İklim Değişikliğinin GFDL-ESM2M Modeline Göre Nispi Nem Üzerine Olası Etkisi”, IV. Türkiye İklim Değişikliği Kongresi, TİKDEK’2017, 5-7 Temmuz 2017, İstanbul, 2017.
There are 36 citations in total.

Details

Primary Language English
Subjects Engineering
Journal Section Research Article
Authors

Cihangir Köyceğiz 0000-0002-0510-1164

Meral Büyükyıldız 0000-0003-1426-3314

Publication Date September 1, 2023
Submission Date May 2, 2023
Acceptance Date July 22, 2023
Published in Issue Year 2023 Volume: 11 Issue: 3

Cite

IEEE C. Köyceğiz and M. Büyükyıldız, “COMPARISON OF INNOVATIVE TREND ANALYSIS METHODS FOR HYDROMETEOROLOGICAL PARAMETERS IN THE KARASU SUB-BASIN”, KONJES, vol. 11, no. 3, pp. 880–893, 2023, doi: 10.36306/konjes.1291179.