MITIGATION OF TIME SERIES APPROACH ON CLIMATE CHANGE ADAPTATION ON RAINFALL OF WADI AL-AQIQ, MADINAH, SAUDI ARABIA

Authors

  • Norhan Abd Rahman Centre of Tropical Geoengineering, Faculty of Civil Engineering, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia
  • Zulkifli Yusop Center for Environmental Sustainability and Water Security, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia
  • Zekai Åžen Istanbul Medipol University, Istanbul, Turkey
  • Saud Taher Department of Civil Engineering, College of Engineering, Taibah University, Madinah, Saudi Arabia
  • Ibrahim Lawal Kane Department of Mathematics and Computer Science, Umaru Musa Yar’adua University, 2218, Katsina State, Nigeria

DOI:

https://doi.org/10.11113/jt.v79.10206

Keywords:

Climate change, Trend analysis, Detrended fluctuation analysis, Wadi Al-Aqiq, Madinah

Abstract

Rainfall record plays a significant role in assessment of climate change, water resource planning and management. In arid region, studies on rainfall are rather scarce due to intricacy and constraint of the available data. Most available studies use more advanced approaches such as A2 scenario, General Circulation Models (GCM) and the like, to study the temporal dynamics and make projection on future rainfall. However, those models take no account of the data patterns and its predictability. Therefore, this study uses time series analysis methodologies such as Mann- Kendall trend test, de-trended fluctuation analysis and state space time series approaches to study the dynamics of rainfall records of four stations in and around Wadi Al-Aqiq, Kingdom of Saudi Arabia (KSA). According to Mann-Kendall trend test there are decreasing trend in three out of the four stations. The de-trended fluctuation analysis revealed two distinct scaling properties that spells the predictability of the records and confirmed by state space methods. 

Author Biographies

  • Norhan Abd Rahman, Centre of Tropical Geoengineering, Faculty of Civil Engineering, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia
    Centre of Tropical Geoengineering
  • Zulkifli Yusop, Center for Environmental Sustainability and Water Security, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia
    Institute of Environmental and Water Resource Management
  • Saud Taher, Department of Civil Engineering, College of Engineering, Taibah University, Madinah, Saudi Arabia
    Faculty of Engineering
  • Ibrahim Lawal Kane, Department of Mathematics and Computer Science, Umaru Musa Yar’adua University, 2218, Katsina State, Nigeria
    Department of Mathematics and Computer Science

References

Subyani, A. M., Al-Ahmadi, F. S. 2011. Rainfall-runoff modeling in the Almadinah area of Western Saudi Arabia. Journal of Environmental Hydrology. 19(1).

Abd Rahman, N., Taher, S., Alahmadi, F. and Mohd Nasir, K. A. 2016. Arid Hydrological Modeling at Wadi Alaqiq, Madinah, Saudi Arabia. Jurnal Teknologi. 78: 7.

Subyani, A. M., Al-Modayan, A. A. and Al-Ahmadi, F. S. 2010. Topographic, Seasonal And Aridity Influences On Rainfall Variability In Western Saudi Arabia. Journal of Environmental Hydrology. 18(2).

Alahmadi, F., Abd Rahman, N. and Abdulrazzak, M. 2014. Evaluation Of The Best Fit Distribution For Partial Duration Series Of Daily Rainfall In Madinah, West Of Saudi Arabia, Evolving Water Resources System: Understanding, Predicting and Managing Water-Society Interactions. Proceedings of ICWRS 2014, Bologna, Italy. IAHS Publ. 364.

Alahmadi, F., Abd Rahman, N. and Yusop, Z. 2016. Hydrological Modeling Of Ungauged Arid Volcanic Environments At Upper Bathan Catchment, Madinah, Saudi Arabia. Jurnal Teknologi. 78: 9-4.

Abd Rahman, N., Alahamdi, F., Sen, Z. and Taher, S. 2016. Frequency Analysis Of Annual Maximum Daily Rainfall In Wadi Alaqiq, Saudi Arabia. Malaysian Journal of Civil Engineering. 28(2): 237-256.

Almazroui, M., Nazrul Islam, M., Jones, P. D., Athar, H. and Ashfaqur, M. R. 2012. Recent Climate Change In The Arabian Peninsula: Seasonal Rainfall And Temperature Climatology Of Saudi Arabia For 1979–2009. Atmospheric Research. 111: 29-45.

Trigo R. M., Pozo-va´zquez, D., Osborn, T. J., Castro-Di´ez. Y., Ga´mız-Fortis, S., and Esteban-Parra, M. J. 2004. North Atlantic Oscillation Influence On Precipitation, River Flow And Water Resources In The Iberian Peninsula. International Journal Climatology. 24: 925-944.

Jones, P. D., Moberg, A. 2003. Hemispheric And Large-Scale Surface Air Temperature Variations: An Extensive Revision And An Update To 2001. Journal Climate. 16: 206-223,

Åžen, Z., Al-Alsheikh, A., Al-Dakheel, A. M., Alamoud, A. I., Alhamid, A. A, El-Sebaay, A. S., Abu-Risheh, A. W. 2011a. Climate Change Impact And Water Harvesting Possibilities In Arid Regions: A Review. International Journal Global Warming. 3(4):355-371.

Åžen, Z., Al-Alsheikh, A., Al-Turbak, A. S., Al-Bassam, A.M., Al-Dakheel, A. M. 2011b. Climate Change Impact And Runoff Harvesting In Arid Regions. Arabian Journal of Geosciences. DOI:10.1007/s12517-011-0354-z.

Åžen, Z. 2012. Innovative Trend Analysis Methodology. Journal Hydrology Engineering. 17(9): 1042-1046.

Yusof, F. and Kane, I. L. 2012. Modeling Monthly Rainfall Time Series Using Ets State Space And Sarima Models. International Journal of Current Research. 4(9): 195-200.

Yusof, F., Kane, I. L. and Yusop, Z. 2013. Structural Break Or Long Memory: An Empirical Survey On Daily Rainfall Data Sets Across Malaysia. Hydrol. Earth Syst. Sci. 17: 1311-1318.

Tabari, H., Talaee, P. H. 2011. Temporal Variability Of Precipitation Over Iran: 1966-2005. Journal of Hydrology. 396: 3-4, 313-320.

Chaouche, K., Neppel, L., Dieulin, C., et al. 2010. Analyses Of Precipitation, Temperature And Evapotranspiration In A French Mediterranean Region In The Context Of Climate Change. Comptes Rendus Geoscience. 342: 3, 234-243.

Kendall, M. G. 1975. Rank Correlation Methods. Oxford Univ. Press, New York.

Hirsch, R. M., Slack, J. R. and Smith, R. A. 1982. Techniques for trend assessment for monthly water quality data. Water Resources Research. 18: 107-121.

Hyndman, R. J. and Khandakar, Y. 2008. Automatic the forecasting package for R. Journal of Statistical Software. www.jstatsoft.org .

Ghanem, A. A. 2013. Case Study: Trends and Early Prediction of Rainfall in Jordan. American Journal of Climate Change. 2: 203-208.

IPCC Report. 2007. The Fourth Assessment Report (AR4). http:/www.ippc.ch/, March 14, 2008.

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Published

2017-06-21

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Section

Science and Engineering

How to Cite

MITIGATION OF TIME SERIES APPROACH ON CLIMATE CHANGE ADAPTATION ON RAINFALL OF WADI AL-AQIQ, MADINAH, SAUDI ARABIA. (2017). Jurnal Teknologi (Sciences & Engineering), 79(5). https://doi.org/10.11113/jt.v79.10206