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Trend Detection in Annual Temperature and Precipitation Using Mann–Kendall Test—A Case Study to Assess Climate Change in Abu Dhabi, United Arab Emirates

  • Aydin Basarir
  • Hasan Arman
  • Saber Hussein
  • Ahmed Murad
  • Ala Aldahan
  • M. Abdulla Al-Abri
Conference paper
Part of the Lecture Notes in Civil Engineering book series (LNCE, volume 7)

Abstract

Annual average temperature and precipitation can be considered as two important indicators to judge the possibility of future climate change. The main objective of this study is to analyze the possibility of trend in annual average temperature and precipitation for Abu Dhabi and Al Ain cities in the United Arab Emirates (UAE). Mann–Kendall non-parametric tests were run at 5% significance level on annual time series data obtained from two stations located in Abu Dhabi and Al Ain cities for the period of 1972–2014. Significant increasing trend in temperature and no significant trend in precipitation of both cities were detected. Thus, there is a possibility to have higher temperature, but not significant change in precipitation of Abu Dhabi and Al Ain cities in the long run.

Keywords

Trend analysis Temperature Precipitation Climate change Mann–Kendall non-parametric test 

Notes

Acknowledgements

This study was funded by United Arab Emirates University (UAEU) Center Based Research Grant (UCBR) program, National Water Center.

References

  1. 1.
    Karmeshu N (2012) Trend detection in annual temperature and precipitation using the Mann–Kendall test: a case study to assess climate change on select states in the northeastern United States, MS Thesis, University of PennsilvaniaGoogle Scholar
  2. 2.
    Murumkar AR, Arya DS (2014) Trend and periodicity analysis in rainfall pattern of Nira basin, Central India. Am J Clim Change 3:60–70. doi: 10.4236/ajcc.2014.31006CrossRefGoogle Scholar
  3. 3.
    UAENSB, UAE, National Statistical Bureau (2016) http://www.uaestatistics.gov.ae
  4. 4.
    UAE, M.o.E.a.W., State of Environment of the United Arab Emirates Report. 2015, Ministry of Environment and Water: Abu Dhabi (2015) http://www.moccae.gov.ae/en/home.aspx
  5. 5.
    Stocker TF, Qin D, Plattner GK, Tignor M, Allen SK, Boschung J, Midgley BM, …, IPCC (2013) Climate change 2013: the physical science basis. In: Contribution of working group I to the fifth assessment report of the intergovernmental panel on climate change (2013)Google Scholar
  6. 6.
    Arman H (2015) Uncertainties, risks and challenges relating to CO2 emissions and its possible impact on climate change in the United Arab Emirates. Int J Glob Warm 8:1–17. doi: 10.1504/IJGW.2015.071575CrossRefGoogle Scholar
  7. 7.
    Chinchorkar SS, Sayyad FG, Vaidya VB, Pandye V (2015) Trend detection in annual maximum temperature and precipitation using the Mann–Kendall test: a case study to assess climate change on Anand of central Gujarat. MAUSAM 66:1–6Google Scholar
  8. 8.
    Partal T, Kahya E (2006) Trend analysis in Turkish precipitation data. Hydrol Process 20:2011–2026. doi: 10.1002/hyp.5993CrossRefGoogle Scholar
  9. 9.
    Nalley D, Adamowski J, Khalil B, Ozga-Zielinski B (2013) Trend detection in surface air temperature in Ontario and Quebec, Canada during 1967–2006 using the discrete wavelet transform. Atmos Res 132:375–398. doi: 10.1016/j.atmosres.2013.06.011CrossRefGoogle Scholar
  10. 10.
    Mapurisa B, Chikodzi D (2014) An assessment of trends of monthly contributions to seasonal rainfall in south-eastern Zimbabwe. Am J Clim Change 3:50–59. doi: 10.4236/ajcc.2014.31005CrossRefGoogle Scholar
  11. 11.
    Hirsch RM, Slack JR, Smith RA (1982) Techniques of trend analysis for monthly water quality data. Water Resour Res 18:107–121. doi: 10.1029/WR018i001p00107CrossRefGoogle Scholar
  12. 12.
    Lanzante JR, Klein SA, Seidel DJ (2003) Temporal homogenization of monthly radiosonde temperature data. Part II: trends, sensitivities, and MSU comparison. J Clim 16:241–262. doi: 10.1175/1520-0442(2003)016%3C0241:THOMRT%3E2.0.CO;2CrossRefGoogle Scholar
  13. 13.
    Rebetez M, Reinhard M (2008) Monthly air temperature trends in Switzerland 1901–2000 and 1975–2004. Theor Appl Climatol 91:27–34. doi: 10.1007/s00704-007-0296-2CrossRefGoogle Scholar
  14. 14.
    Anonymus (2015) In climate data for temperature, rainfall, humidity, and wind speed. N.C.o.M.a. Seismology. (NCMS), and D.o.M.a.C.D. UAE, Editors. 2015: Abu DhabiGoogle Scholar
  15. 15.
    Mann HB (1945) Nonparametric tests against trend. Econom: J Econom Soc 245–259. doi: 10.2307/1907187
  16. 16.
    Kendall MG (1948) Rank correlation methods. Published by C. Griffin, London. doi: 10.2307/2333282
  17. 17.
    Tabari H, Marofi S, Aeini A, Talaee PH, Mohammadi K (2011) Trend analysis of reference evapotranspiration in the western half of Iran. Agric Forest Meteorol 151:128–136. doi: 10.1016/j.agrformet.2010.09.009CrossRefGoogle Scholar
  18. 18.
    Önöz B, Bayazit M (2003) The power of statistical tests for trend detection. Turk J Eng Environ Sci 27:247–251Google Scholar
  19. 19.
    Yue S, Pilon P, Phinney B, Cavadias G (2002) The influence of autocorrelation on the ability to detect trend in hydrological series. Hydrol Process 16:1807–1829. doi: 10.1002/hyp.1095CrossRefGoogle Scholar
  20. 20.
    Motiee H, McBean E (2009) An assessment of long-term trends in hydrologic components and implications for water levels in Lake Superior. Hydrol Res 40:564–579. doi: 10.2166/nh.2009.061CrossRefGoogle Scholar
  21. 21.
    Hamed KH, Rao AR (1998) A modified Mann–Kendall trend test for autocorrelated data. J Hydrol 204:182–196. doi: 10.1016/S0022-1694(97)00125-XCrossRefGoogle Scholar
  22. 22.
    Crichton NJ (1999) Information point: Spearman’s rank correlation. J Clin Nurs 8:763–766Google Scholar
  23. 23.
    Vlaminck H, Maes B, Jacobs A, Reyntjens S, Evers G (2001) The dialysis diet and fluid non-adherence questionnaire: validity testing of a self-report instrument for clinical practice information point: Kendall’s Tau. J Clin Nurs 10:707–715. doi: 10.1046/j.1365-2702.2001.00537.xCrossRefGoogle Scholar
  24. 24.
    Conover WJ (1980) Practical nonparametric statistics. Wiley, New York, NYGoogle Scholar
  25. 25.
    Hill RC, Griffiths WE, Judge GG, Reiman MA (2001) Undergraduate econometrics, vol 4. Wiley, New YorkGoogle Scholar

Copyright information

© Springer International Publishing AG, part of Springer Nature 2018

Authors and Affiliations

  • Aydin Basarir
    • 1
  • Hasan Arman
    • 2
  • Saber Hussein
    • 2
  • Ahmed Murad
    • 2
  • Ala Aldahan
    • 2
  • M. Abdulla Al-Abri
    • 3
  1. 1.Department of Agribusiness, College of Food and AgricultureUnited Arab Emirates UniversityAl AinUAE
  2. 2.Department of Geology, College of ScienceUnited Arab Emirates UniversityAl AinUAE
  3. 3.Department of MeteorologyNational Center of Meteorology and SeismologyAl AinUAE

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