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Trend analysis of rainfall and drought over the Oum Er-Rbia River Basin in Morocco during 1970–2010

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Abstract

In a context of water scarcity in Morocco, the proper management of water resources is becoming a national priority. However, the strong spatiotemporal fluctuation of rainfall, considered as the first source of surface water intakes, complicates attempts to work on such a long-term purpose. In this work, we aim to provide an analysis of rainfall variability over the Oum Er-Rbia (OER) River basin, one of the most important basins in Morocco. For this, we assessed the annual rainfall deficit using the Standardized Precipitation Index (SPI) and then analyzed trends at annual, seasonal, and monthly bases using the Mann–Kendall test. The study was conducted on a set of data from 15 stations over a 40-years period (1970–2010). The results show that the OER River basin tends towards drier conditions. An abundance of deficit seasons has been noticed (50 to 63% of the seasons), especially after 1980–1981. Since then, the basin has known several deficit periods, sometimes of great spatial extent such as those that occurred in the 1980s and 1990s. Moreover, during the study period, the total annual rainfall has demonstrated a general decreasing tendency. The latter was mainly induced by changes in winter and spring months, which experienced some of the largest decline rates with a special abundant significance during the month of April.

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References

  • Abahous H, Ronchail J, Sifeddine A, Kenny L, Bouchaou L (2017) Trend and change point analyses of annual precipitation in the Souss-Massa Region in Morocco during 1932–2010. Theor Appl Climatol 134:1–11. https://doi.org/10.1007/s00704-017-2325-0

    Article  Google Scholar 

  • ABHOER (Agence du Bassin Hydraulique de l’Oum Er-Rbia) (2017) Assistance technique pour l’intégration et l’évaluation des risques climatiques dans la planification et le développement des ressources en eau du bassin de l’Oum Er-Rbia - Maroc. Rabat, Maroc

  • ABHOER (Agence du Bassin Hydraulique de l’Oum Er-Rbia) (2012) Etude du plan directeur d’aménagement intégré des ressources en eau du bassin de l’Oum-Rr-Rbia et des bassins côtiers atlantiques. Rabat, Maroc

  • Ahmad I, Tang D, Wang T, Wang M, Wagan B (2015) Precipitation trends over time using Mann-Kendall and Spearman’s rho tests in Swat river basin, Pakistan. Adv Meteorol 2015:15. https://doi.org/10.1155/2015/431860

    Article  Google Scholar 

  • Balaghi R, Jlibene M, Tychon B, Mrabet R (2007) Gestion du risque de sécheresse agricole au Maroc. Sécheresse 18:1–8. https://doi.org/10.1684/SEC.2007.0088

    Article  Google Scholar 

  • Bates B, Kundzewicz ZW, Wu S, Palutikof J (2008) Climate change and water, Technical Paper of the Intergovernmental Panel on Climate Change. Geneva, Switzerland. Available at https://www.ipcc.ch

  • Benabdelouahab T, Balaghi R, Hadria R, Lionboui H, Minet J, Tychon B (2015) Monitoring surface water content using visible and short-wave infrared SPOT-5 data of wheat plots in irrigated semi-arid regions. Int J Remote Sens 36:4018–4036. https://doi.org/10.1080/01431161.2015.1072650

    Article  Google Scholar 

  • Bouaicha R, Benabdelfadel A (2010) Variabilité et gestion des eaux de surface au Maroc. Sécheresse 21:325–326

    Google Scholar 

  • Bouchaou L, Tagma T, Boutaleb S, Hssaisoune M, ZEA EM (2011) Climate change and its impacts on groundwater resources in Morocco: the case of the Souss-Massa basin. In: Treidel H, Martin-Bordes JL, Gurdak JJ (eds) Climate change effects on groundwater resources: a global synthesis of findings and recommendations, 1st edn. Taylor & Francis, London, pp 129–144

    Google Scholar 

  • Boyles RP, Raman S (2003) Analysis of climate trends in North Carolina (1949-1998). Environ Int 29:263–275. https://doi.org/10.1016/S0160-4120(02)00185-X

    Article  Google Scholar 

  • Burns DA, Klaus J, McHale MR (2007) Recent climate trends and implications for water resources in the Catskill Mountain region, New York, USA. J Hydrol 336:155–170. https://doi.org/10.1016/j.jhydrol.2006.12.019

    Article  Google Scholar 

  • CESE (2014) La gouvernance par la gestion intégrée des ressources en eau au Maroc : Levier fondamental de développement durable. Rabat, Maroc

    Google Scholar 

  • Chen H, Guo S, Xu C-y, Singh VP (2007) Historical temporal trends of hydro-climatic variables and runoff response to climate variability and their relevance in water resource management in the Hanjiang basin. J Hydrology 344(3–4):171–184

  • Daoudi L, Saidi M (2008) Floods in semi-arid zone: example of the Ourika (High Atlas of Marrakech, Morocco). Int Sci J Altern Energy Ecol 5:117–123

    Google Scholar 

  • Driouech, F (2010) Distribution des précipitations hivernales sur le Maroc dans le cadre d’un changement climatique: descente d’échelle et incertitudes. PhD Dissertation, Institut National Polytechnique de Toulouse

  • Esper J, Frank D, Büntgen U, Verstege A, Luterbacher J, Xoplaki E (2007) Long-term drought severity variations in Morocco. Geophys Res Lett 34:1–5. https://doi.org/10.1029/2007GL030844

    Article  Google Scholar 

  • Fatna B, Handoufe A (1997) La sécheresse agricole au Maroc. Proc Intl Conf: Sustainability of water resources under increasing uncertainty. Rabat, Maroc, Avril 1997

  • Filahi S, Tanarhte M, Mouhir L, El Morhit M, Tramblay Y (2015) Trends in indices of daily temperature and precipitations extremes in Morocco. Theor Appl Climatol 124:959–972. https://doi.org/10.1007/s00704-015-1472-4

    Article  Google Scholar 

  • Gosain AK, Rao S, Basuray D (2006) Climate change impact assessment on hydrology of Indian river basins. Curr Sci 90:346–353

    Google Scholar 

  • Hayes M, Svoboda M, Wall N, Widhalm M (2011) The Lincoln Declaration on Drought Indices: universal meteorological drought index recommended. Bull Am Meteorol Soc 92:485–488. https://doi.org/10.1175/2010BAMS3103.1

    Article  Google Scholar 

  • Helsel DR, Hirsch RM (1992) Statistical methods in water resources, 1st edn. Elsevier, New York

    Google Scholar 

  • Hipel keith W, Mcleod AI (1994) Time series modelling of water resources and environmental systems, 1st edn. Elsevier, Amsterdam

    Google Scholar 

  • Hirsch RM, Slack JR, Smith RA (1982) Techniques of trend analysis for monthly water-quality data. Water Resour Res 18:107–121. https://doi.org/10.1029/WR018i001p00107

    Article  Google Scholar 

  • Hurrell JW, Van Loon H (1997) Decadal variations in climate associated with the North Atlantic oscillation. Clim Chang 36:301–326. https://doi.org/10.1023/a:1005314315270

    Article  Google Scholar 

  • IPCC (Intergovernmental Panel on Climate Change) (2012) Managing the risks of extreme events and disasters to advance climate change adaptation. Cambridge, New York, United Kingdom, United States. Available at https://www.ipcc.ch. Accessed Jan 2018

  • IPCC (Intergovernmental Panel on Climate Change) (2014) Climate change 2014 synthesis report. Geneva, Switzerland. Available at https://www.ipcc.ch. Accessed Jan 2018

  • JICA (2007) Etude du plan de gestion intégrée des ressources en eau dans la plaine du Haouz royaume du Maroc. Rabat, Maroc

    Google Scholar 

  • Kendall MG (1938) A new measure of rank correlation. Biometrika 30:81–93. https://doi.org/10.2307/2332226

    Article  Google Scholar 

  • Kendall MG (1970) Rank correlation methods, 4th edn. Charles Griffin, London

    Google Scholar 

  • Khomsi K, Mahe G, Tramblay Y, Sinan M, Snoussi M (2016) Regional impacts of global change: seasonal trends in extreme rainfall, run-off and temperature in two contrasting regions of Morocco. Nat Hazards Earth Syst Sci 16:1079–1090. https://doi.org/10.5194/nhess-16-1079-2016

    Article  Google Scholar 

  • Knippertz P, Christoph M, Speth P (2003) Long-term precipitation variability in Morocco and the link to the large-scale circulation in recent and future climates. Meteorog Atmos Phys 83:67–88. https://doi.org/10.1007/s00703-002-0561-y

    Article  Google Scholar 

  • Knippertz P, Fink AH (2009) Prediction of dry-season precipitation in tropical West Africa and its relation to forcing from the extratropics. Weather Forecast 24:1064–1084. https://doi.org/10.1175/2009WAF2222221.1

    Article  Google Scholar 

  • Lamb PJ, Peppler RA (1987) North Atlantic oscillation: concept and an application. Am Meteorol Soc 68:1218–1225

    Article  Google Scholar 

  • Li F, Zhang G, Xu YJ (2014) Spatiotemporal variability of climate and streamflow in the Songhua River Basin, Northeast China. J Hydrol 514:53–64. https://doi.org/10.1016/j.jhydrol.2014.04.010

    Article  Google Scholar 

  • Li L, Shen H, Dai S, Li H, Xiao J (2013) Response of water resources to climate change and its future trend in the source region of the Yangtze River. J Geogr Sci 23:208–218. https://doi.org/10.1007/s11442-013-1004-z

    Article  Google Scholar 

  • Lionboui H, Benabdelouahab T, Elame F, Hasib A, Boulli A (2016a) Multi-year agro-economic modelling for predicting changes in irrigation water management indicators in the Tadla sub-basin. Int J Agric Manag 5:96–105. https://doi.org/10.5836/ijam/2016-05-96

    Article  Google Scholar 

  • Lionboui H, Benabdelouahab T, Hasib A, Boulli A (2016b) Analysis of farms performance using different sources of irrigation water : a case study in a semi-arid area. Int J Agric Manag Dev 6:145–154

    Google Scholar 

  • Liu X, Xu Z, Yu R (2011) Trend of climate variability in China during the past decades. Clim Chang 109:503–516. https://doi.org/10.1007/s10584-011-0097-6

    Article  Google Scholar 

  • Lu H, Bryant RB, Buda AR, Collick AS, Folmar GJ, Kleinman PJA (2015) Long-term trends in climate and hydrology in an agricultural, headwater watershed of Central Pennsylvania, USA. J Hydrol Reg Stud 4:713–731. https://doi.org/10.1016/j.ejrh.2015.10.004

    Article  Google Scholar 

  • Mann HB (1945) Nonparametric tests against trend. Econometrica 13:245–259. https://doi.org/10.2307/1907187

    Article  Google Scholar 

  • Mckee TB, Doesken NJ, Kleist J (1993) The relationship of drought frequency and duration to time scales. Proc Intl Conf: Applied climatology. Anaheim, California

  • MEMEE (Ministère de l’Energie, des Mines, de l’Eau et de l’Environnement) (2008) Etude pour la réalisation d’une cartographie et d’un système d’information géographique sur les risques majeurs au Maroc. Rabat, Maroc. Available at http://www.environnement.gov.ma/fr/. Accessed Feb 2018

  • Mokhtari N, Mrabet R, Lebailly P, Bock L (2013) Spatialisation des bioclimats, de l’aridité et des étages de végétation du Maroc. Rev Marocaine des Sci Agron Vétérinaires 2:50–66

    Google Scholar 

  • Moniod F, Roche M (1973) Étude hydrologicpe de l’Oum Er-Rbia. Cah l’ORSTOM série Hydrol 10:153–170

    Google Scholar 

  • Mougou R, Mansour M, Iglesias A, Chebbi Zitouna R, Battaglini A (2011) Climate change and agricultural vulnerability: a case study of rain-fed wheat in Kairouan, Central Tunisia. Reg Environ Chang 11:137–142. https://doi.org/10.1007/s10113-010-0179-4

    Article  Google Scholar 

  • Navas A, Machin J, Gaspar L, Sadiki A, Kabiri L, Faleh A (2013) Les sols dans le pays du Ziz (Sud-est marocain) Caractéristiques et aspects de dégradation. Fès, Maroc

    Google Scholar 

  • Ouatiki H, Boudhar A, Tramblay Y, Jarlan L, Benabdelouhab T, Hanich L, El Meslouhi M, Chehbouni A (2017) Evaluation of TRMM 3B42 V7 rainfall product over the Oum Er Rbia watershed in Morocco. Climate 5:1–17. https://doi.org/10.3390/cli5010001

    Article  Google Scholar 

  • Schilling J, Freier KP, Hertig E, Scheffran J (2012) Climate change, vulnerability and adaptation in North Africa with focus on Morocco. Agric Ecosyst Environ 156:12–26. https://doi.org/10.1016/j.agee.2012.04.021

    Article  Google Scholar 

  • Sen PK (1968) Estimates of the regression coefficient based on Kendall’s tau. J Am Stat Assoc 63:1379–1389. https://doi.org/10.1080/01621459.1968.10480934

    Article  Google Scholar 

  • Sousa PM, Trigo RM, Aizpurua P, Nieto R, Gimeno L, Garcia-Herrera R (2011) Trends and extremes of drought indices throughout the 20th century in the Mediterranean. Nat Hazards Earth Syst Sci 11:33–51. https://doi.org/10.5194/nhess-11-33-2011

    Article  Google Scholar 

  • Terêncio DPS, Sanches Fernandes LF, Cortes RMV, Moura JP, Pacheco FAL (2018) Rainwater harvesting in catchments for agro-forestry uses: a study focused on the balance between sustainability values and storage capacity. Sci Total Environ 613–614:1079–1092. https://doi.org/10.1016/j.scitotenv.2017.09.198

    Article  Google Scholar 

  • Terêncio DPS, Sanches Fernandes LF, Cortes RMV, Pacheco FAL (2017) Improved framework model to allocate optimal rainwater harvesting sites in small watersheds for agro-forestry uses. J Hydrol 550:318–330. https://doi.org/10.1016/j.jhydrol.2017.05.003

    Article  Google Scholar 

  • Theil H (1950) A rank-invariant method of linear and polynomial regression analysis. I, II, III. Ned Akad van Wet Proc 53:386–392 521–525, 1397–1412

    Google Scholar 

  • Tramblay Y, El AS, Servat E (2013) Trends and variability in extreme precipitation indices over maghreb countries. Nat Hazards Earth Syst Sci 13:3235–3248. https://doi.org/10.5194/nhess-13-3235-2013

    Article  Google Scholar 

  • USAID (United States Agency for International Development) (2010) Morocco economic competitiveness Moulouya and Oum Er-Rbia watersheds: organizational it and management system needs. Rabat, Morocco

  • WMO (2012) Standardized precipitation index user guide. WMO-No. 10, Geneva

    Google Scholar 

  • WMO, GWP (2016) Handbook of drought indicators and indices, Geneva. WMO-No. 11

  • Xoplaki E, González-Rouco JF, Luterbacher J, Wanner H (2004) Wet season Mediterranean precipitation variability: influence of large-scale dynamics and trends. Clim Dyn 23:63–78. https://doi.org/10.1007/s00382-004-0422-0

    Article  Google Scholar 

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Acknowledgements

The authors would like to thank the Oum Er-Rbia Hydraulic Basin Agency and the Regional Office for Agricultural Development of Tadla for providing the observed rainfall data that we used in this study.

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Correspondence to Hamza Ouatiki.

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Editorial handling: Fernando Al Pacheco

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Ouatiki, H., Boudhar, A., Ouhinou, A. et al. Trend analysis of rainfall and drought over the Oum Er-Rbia River Basin in Morocco during 1970–2010. Arab J Geosci 12, 128 (2019). https://doi.org/10.1007/s12517-019-4300-9

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