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Forecasting Model of Wheat Yield in Relation to Rainfall Variability in North Africa Countries

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  • Soliman, Ibrahim

Abstract

This study investigated the effect of rainfall variations on wheat yield in Morocco, was a case study of North African countries because it cultivates the largest arable and rainfed acreage in North Africa. The data covered the period 2004–2015 from 12 stations for weather forecasting. The estimated coefficient of variation of wheat yield ranged between 79.5% and 38.0%, as it increased in poor-rain years and in the regions of annual rainfall less than 350 mm. the high correlation between the number of rainy days and the annual rainfall in mm, implied to introduce only the later as an explanatory variable in the forecasting model of wheat grain yield. The double-log form was the best fitted model for such model. The wheat yield showed higher significant response to spring months rain fall changes than the annual rainfall. The double-log form of the monthly rainfall model to forecast wheat yield. The estimated elasticity coefficient showed that a 10% increase in March, April and May rainfall would result in 5.9%, -0.1% and 0.2% change in wheat yield, respectively. The estimated response of wheat farm price to grain yield showed that a 10% increase in wheat yield would decrease the farm gate price by 4.1% implying that It is a supply-oriented market. Recommended Policies include generating a national buffer stock and a regional strategic stock of wheat to compensate the negative impacts of rainfall fluctuation and drought years, based upon an integrated program among North African countries. To provide a supplementary water source to secure sufficient water for irrigation. The areas less than 300mm rainfall should be allocated for livestock feeds with economical range management.

Suggested Citation

  • Soliman, Ibrahim, 2019. "Forecasting Model of Wheat Yield in Relation to Rainfall Variability in North Africa Countries," MPRA Paper 114294, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:114294
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    1. Browne, Natalie & Kingwell, Ross & Behrendt, Ralph & Eckard, Richard, 2013. "The relative profitability of dairy, sheep, beef and grain farm enterprises in southeast Australia under selected rainfall and price scenarios," Agricultural Systems, Elsevier, vol. 117(C), pages 35-44.
    2. S. Asseng & F. Ewert & C. Rosenzweig & J. W. Jones & J. L. Hatfield & A. C. Ruane & K. J. Boote & P. J. Thorburn & R. P. Rötter & D. Cammarano & N. Brisson & B. Basso & P. Martre & P. K. Aggarwal & C., 2013. "Uncertainty in simulating wheat yields under climate change," Nature Climate Change, Nature, vol. 3(9), pages 827-832, September.
    3. A. Potgieter & H. Meinke & A. Doherty & V. Sadras & G. Hammer & S. Crimp & D. Rodriguez, 2013. "Spatial impact of projected changes in rainfall and temperature on wheat yields in Australia," Climatic Change, Springer, vol. 117(1), pages 163-179, March.
    4. Molden, David, 2007. "Water for food, water for life: a comprehensive assessment of water management in agriculture," IWMI Books, Reports H040193, International Water Management Institute.
    5. Oliver, Yvette M. & Robertson, Michael J. & Weeks, Cameron, 2010. "A new look at an old practice: Benefits from soil water accumulation in long fallows under Mediterranean conditions," Agricultural Water Management, Elsevier, vol. 98(2), pages 291-300, December.
    6. Molden, David, 2007. "Water for food, water for life: a comprehensive assessment of water management in agriculture: summary. In Russian," IWMI Books, Reports H041260, International Water Management Institute.
    7. Anwar, Muhuddin Rajin & Liu, De Li & Farquharson, Robert & Macadam, Ian & Abadi, Amir & Finlayson, John & Wang, Bin & Ramilan, Thiagarajah, 2015. "Climate change impacts on phenology and yields of five broadacre crops at four climatologically distinct locations in Australia," Agricultural Systems, Elsevier, vol. 132(C), pages 133-144.
    8. Baek, C.W. & Coles, N.A., 2013. "An artificial catchment rainfall-runoff collecting system: Design efficiency and reliability potential considering climate change in Western Australia," Agricultural Water Management, Elsevier, vol. 121(C), pages 124-134.
    9. Molden, David, 2007. "Water for food, water for life: a comprehensive assessment of water management in agriculture: summary. In Arabic," IWMI Books, Reports H041261, International Water Management Institute.
    10. Abrahams, Megan & Reynolds, Chad & van Gool, Dennis & Falconer, Kari-Lee & Peek, Caroline & Foster, Ian & Gardiner, Daniel, 2012. "Developing potential adaptations to climate change for farming systems in Western Australia’s Northern Agricultural Region using the economic analysis tool STEP," AFBM Journal, Australasian Farm Business Management Network, vol. 9(01), pages 1-20.
    11. Ejaz Qureshi, M. & Hanjra, Munir A. & Ward, John, 2013. "Impact of water scarcity in Australia on global food security in an era of climate change," Food Policy, Elsevier, vol. 38(C), pages 136-145.
    12. Molden, David, 2007. "Water for food, water for life: a comprehensive assessment of water management in agriculture: summary," IWMI Books, Reports H039769, International Water Management Institute.
    13. Senthold Asseng & David Pannell, 2013. "Adapting dryland agriculture to climate change: Farming implications and research and development needs in Western Australia," Climatic Change, Springer, vol. 118(2), pages 167-181, May.
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    JEL classification:

    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • Q57 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Ecological Economics

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