DAILY AND ANNUAL DAILY TREND ANALYSIS FOR GREATER ZAB RIVER FLOW AT DERALOK STATION

  • SAYRAN A. IBRAHIM College of Engineering, University of Duhok, Region of Kurdistan-Iraq
  • KHAMLEEN A. MAHMOUD College of Engineering, University of Duhok, Region of Kurdistan-Iraq
  • ZAHRAA M. KLARI College of Engineering, University of Duhok, Region of Kurdistan-Iraq
Keywords: Innovative Trend Method; Mann- Kendall (MK); Estimator of Sen’s slope; Trend Analysis; Linear Regression.

Abstract

This study examines the trends in daily and annual discharge data from the Deralok station in northern Iraq over a 16-year period (2004-2019). To analyze these trends, several statistical methods were employed, including the innovative trend approach, the non-parametric Mann-Kendall test (MK), and Sen's slope estimator. Linear regression was also used to establish relationships between variables. The results of the annual discharge analysis reveal a clear increasing trend. The innovative trend method indicated positive slopes, with a value of B = 12.37, which is greater than 0. This positive trend was further supported by the Mann-Kendall test, where both tau values were positive, measuring 0.574 and 4.6, respectively, for Sen's slope estimator. Additionally, the linear regression analysis demonstrated a positive slope, amounting to 4.306 m³/year, indicating a consistent increase in annual discharge. Furthermore, this positive trend was observed across all months, from January to December. These findings collectively suggest a notable upward trend in discharge over the study period, with statistical evidence supporting the observed increases.

 

 

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References

Adeloye, A. J. and Montaseri, M. (2002) Preliminary Stream Flow Data Analyses before Water Resources Planning Study, Hydrological Sciences–Journal–des Sciences Hydrologiques, 47(5).
Fawaz K. A. , Ali A. Y. and Sayran A. I. (2020) Trens Analysis Using Mann-Kendall and Sen’s Slope Estimator Test for Annual and Monthly Rainfall for Sinjar District , Iraq, Journal of University of Duhok, Vol.32, No.2 (Pure and Eng. Sciences), Pp 501-508, 3232 (Special Issue).
Gilbert, R. O. (1987) Statistical Methods for Environmental Pollution Monitoring, Van No Strand Rienhold Company, Inc., New York.
Hussain, F., Nabi, Gh. and Boota, M. W. (2015) Rainfall Trend Analysis by The Mann-Kendall Test &Sen’s Slope Estimates: A Case Study of District Chakwal Rain Guage, Barani Area, Northern Punjab Province , Pakistan, Sci.Int.(Lahore),27(4),3159-3165.
Helsel, D. R. and Hirsch, R. M. (2002) Statistical Methods in Water Resources, U. S. Geological Survey Technique of Water Resources Investigations, book 4, (Chapter A3), p524.
Ismaiel, I. A. (2018) Assessment of Surface Water Quality and Quantity in Great Zab River Catchment, in the Kurdish Region of Iraq. Awarding institution: Bangor University
Ihsan F. H. and Younis N. S., 2020 Trend Analysis of Hydrological Drought for Selected Rivers in Iraq, Tikrit Journal of Engineering sciences, 27(1):51-57.
Kendall, M.G (1962) Rank Correlation Methods. 2nd ed. Hafner Publishing Co., New York, p 196
Mann, H. B. (1945) Nonparametric Tests Against Trend. Econometrical. 13: 245-259.
Md. Saiful Islam, and Md. Bahuddin S., 2016. Hydrological Characteristics Analysis of Surma River in Northeastern Bangladesh: A quantitative Approach Daffodil international University Journal of science, and technology, Volume 11, Issue 2.
Mohammad Z. and Zulfequar A.(2021) Trend Analysis of Hydrological Parameters of Ganga River, Arabian Journal of Geosciences , 14: 163.
Özgür K. , Celso A. G. S., Richarde M. S. and Mohammad Z. K. (2017) Trend analysis of Monthly Streamflows Using Şen’s Innovative Trend Method, DOI: 10.15233/gfz.2018.35.3,54-66.
Rawshan O. A. and Shadan R. A. (2019) Trend Analysis Using Mann-Kendall, Sen’s Slope Estimator Test and Innovative Trend Analysis Method in Yangtze River Basin, China: review, International Journal of Engineering &Technology, 8 (2) , 110-119.
Rawshan A., Shadan A., Alban K. and Ozgur K.(2019) Long- Term and Seasonal Detection of the Observed Flow in Yangtze River Using Mann- Kendall and Sen’s Innovative Trend Method, Water Journal, Volume 11, Issue 9,10.3390/w11091855
Sen, P. K. (1968) Estimates of the Regression Coefficient Based on Kendall's, J. Am. Stat. Assoc., 63, 1379- l389.
Sen Z. (2012) Innovative Trend Analysis Methodology, Journal of Hydrologic Engineering 17 (9), 1042-1046.
Veysel G. , Yavuz A. and Oguz S. (2022) Stream Flow trends in the Tigris River Basin Using Mann-Kendall and Innovative Trend Analysis Methods, . J. Earth Syst. Sci. 131:34.
Published
2023-12-23
How to Cite
IBRAHIM, S. A., MAHMOUD, K. A., & KLARI, Z. M. (2023). DAILY AND ANNUAL DAILY TREND ANALYSIS FOR GREATER ZAB RIVER FLOW AT DERALOK STATION. Journal of Duhok University, 26(2), 298-313. https://doi.org/10.26682/csjuod.2023.26.2.28