IDEAS home Printed from https://ideas.repec.org/p/rff/dpaper/dp-14-15-efd.html
   My bibliography  Save this paper

On the Impact of Weather Variability and Climate Change on Agriculture: Evidence from Ethiopia

Author

Listed:
  • Bezabih, Mintewab
  • Di Falco, Salvatore
  • Mekonnen, Alemu

Abstract

Weather fluctuations tend to be as important as climate change in farmers’ decision making in countries such as Ethiopia that have virtually no weather insurance. This paper assesses the distinct impacts of weather and climate change measures on agricultural productivity of households, measured in terms of crop revenue, in the Amhara region of Ethiopia. Four waves of survey data, which included about 1500 households in each round, combined with interpolated daily temperature and monthly rainfall data from the meteorological stations, are employed in the analysis. The distinction between weather and climate is highlighted by observations in the temperature data, which show that the pattern of temperature for both short-term and long-term values follows a bell-shaped distribution, with the striking feature that the extreme ends of the distribution have fatter tails for the long term values. The analysis employs monthly rainfall and 14 temperature categories related to weather measures and four categories corresponding with the extreme ends of the long-term temperature distribution. The analysis also distinguishes between summer and spring seasons and different crops, in recognition that Ethiopia’s agriculture is multi-cropping and multi-season. The major findings show that temperature effects are distinctly non-linear, but only when the weather measures are combined with the extreme ends of the distribution of the climate measures. In addition, rainfall generally has a less important role to play than temperature, contrary to expectations for rainfed agriculture.

Suggested Citation

  • Bezabih, Mintewab & Di Falco, Salvatore & Mekonnen, Alemu, 2014. "On the Impact of Weather Variability and Climate Change on Agriculture: Evidence from Ethiopia," RFF Working Paper Series dp-14-15-efd, Resources for the Future.
  • Handle: RePEc:rff:dpaper:dp-14-15-efd
    as

    Download full text from publisher

    File URL: http://www.rff.org/RFF/documents/EfD-DP-14-15.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kurukulasuriya, Pradeep & Mendelsohn, Robert, 2008. "A Ricardian analysis of the impact of climate change on African cropland," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 2(1), pages 1-23, March.
    2. Emanuele Massetti & Robert Mendelsohn, 2011. "Estimating Ricardian Models With Panel Data," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 2(04), pages 301-319.
    3. S. Seo & Robert Mendelsohn & Ariel Dinar & Rashid Hassan & Pradeep Kurukulasuriya, 2009. "A Ricardian Analysis of the Distribution of Climate Change Impacts on Agriculture across Agro-Ecological Zones in Africa," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 43(3), pages 313-332, July.
    4. Anthony C. Fisher & W. Michael Hanemann & Michael J. Roberts & Wolfram Schlenker, 2012. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather: Comment," American Economic Review, American Economic Association, vol. 102(7), pages 3749-3760, December.
    5. Salvatore Di Falco & Marcella Veronesi & Mahmud Yesuf, 2011. "Does Adaptation to Climate Change Provide Food Security? A Micro-Perspective from Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(3), pages 825-842.
    6. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    7. Christopher Timmins, 2006. "Endogenous Land use and the Ricardian Valuation of Climate Change," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 33(1), pages 119-142, January.
    8. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    9. World Bank, 2010. "World Development Report 2010," World Bank Publications - Books, The World Bank Group, number 4387, December.
    10. Robert Mendelsohn & Ariel Dinar, 2009. "Climate Change and Agriculture," Books, Edward Elgar Publishing, number 12990.
    11. Maximilian Auffhammer & Solomon M. Hsiang & Wolfram Schlenker & Adam Sobel, 2013. "Using Weather Data and Climate Model Output in Economic Analyses of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(2), pages 181-198, July.
    12. Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
    13. De Salvo, Maria & Raffaelli, Roberta & Moser, Riccarda, 2013. "The impact of climate change on permanent crops in an Alpine region: A Ricardian analysis," Agricultural Systems, Elsevier, vol. 118(C), pages 23-32.
    14. Yu, Tian, 2011. "Three essays on weather and crop yield," ISU General Staff Papers 201101010800002976, Iowa State University, Department of Economics.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Haile, B. & Azzarri, C. & Heady, D. & You, L., 2018. "Climate, climate shocks and child nutrition in Africa’s diverse farming systems," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 275928, International Association of Agricultural Economists.
    2. Kakpo, Ange & Mills, Bradford F. & Brunelin, Stéphanie, 2022. "Weather shocks and food price seasonality in Sub-Saharan Africa: Evidence from Niger," Food Policy, Elsevier, vol. 112(C).
    3. Geoffrey Norman Tumwine & Razack B Lokina & John Mary Matovu, 2019. "The Effect of Climate Change on Agricultural Crop Returns in Uganda," Journal of Economics and Behavioral Studies, AMH International, vol. 11(4), pages 71-87.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mintewab Bezabih & Salvatore Di Falco & Alemu Mekonnen, 2014. "Is it the climate or the weather? Differential economic impacts of climatic factors in Ethiopia," GRI Working Papers 148, Grantham Research Institute on Climate Change and the Environment.
    2. Carlo Fezzi & Ian Bateman, 2015. "The Impact of Climate Change on Agriculture: Nonlinear Effects and Aggregation Bias in Ricardian Models of Farmland Values," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(1), pages 57-92.
    3. Abdul Quddoos & Klaus Salhofer & Ulrich B. Morawetz, 2023. "Utilising farm‐level panel data to estimate climate change impacts and adaptation potentials," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(1), pages 75-99, February.
    4. Meyer, Kevin Michael, 2017. "Three essays on environmental and resource economics," ISU General Staff Papers 201701010800006585, Iowa State University, Department of Economics.
    5. Martina Bozzola & Emanuele Massetti & Robert Mendelsohn & Fabian Capitanio, 2018. "A Ricardian analysis of the impact of climate change on Italian agriculture," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 45(1), pages 57-79.
    6. Steven Passel & Emanuele Massetti & Robert Mendelsohn, 2017. "A Ricardian Analysis of the Impact of Climate Change on European Agriculture," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 67(4), pages 725-760, August.
    7. Salvatore Falco & Marcella Veronesi, 2018. "Managing Environmental Risk in Presence of Climate Change: The Role of Adaptation in the Nile Basin of Ethiopia," Natural Resource Management and Policy, in: Leslie Lipper & Nancy McCarthy & David Zilberman & Solomon Asfaw & Giacomo Branca (ed.), Climate Smart Agriculture, pages 497-526, Springer.
    8. Massetti, Emanuele & Mendelsohn, Robert & Chonabayashi, Shun, 2016. "How well do degree days over the growing season capture the effect of climate on farmland values?," Energy Economics, Elsevier, vol. 60(C), pages 144-150.
    9. Ariel Ortiz‐Bobea, 2020. "The Role of Nonfarm Influences in Ricardian Estimates of Climate Change Impacts on US Agriculture," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(3), pages 934-959, May.
    10. Salvatore Di Falco & Mahmud Yesuf & Gunnar Kohlin & Claudia Ringler, 2012. "Estimating the Impact of Climate Change on Agriculture in Low-Income Countries: Household Level Evidence from the Nile Basin, Ethiopia," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 52(4), pages 457-478, August.
    11. Charlotte Fabri & Michele Moretti & Steven Van Passel, 2022. "On the (ir)relevance of heatwaves in climate change impacts on European agriculture," Climatic Change, Springer, vol. 174(1), pages 1-20, September.
    12. Antonelli, Chiara & Coromaldi, Manuela & Pallante, Giacomo, 2022. "Crop and income diversification for rural adaptation: Insights from Ugandan panel data," Ecological Economics, Elsevier, vol. 195(C).
    13. De Salvo, Maria & Raffaelli, Roberta & Moser, Riccarda, 2013. "The impact of climate change on permanent crops in an Alpine region: A Ricardian analysis," Agricultural Systems, Elsevier, vol. 118(C), pages 23-32.
    14. Jonathan Colmer, 2013. "Climate Variability, Child Labour and Schooling: Evidence on the Intensive and Extensive Margin," GRI Working Papers 132, Grantham Research Institute on Climate Change and the Environment.
    15. Huang, Kaixing & Wang, Jinxia & Huang, Jikun & Findlay, Christopher, 2018. "The potential benefits of agricultural adaptation to warming in China in the long run," Environment and Development Economics, Cambridge University Press, vol. 23(2), pages 139-160, April.
    16. Kaixing Huang, 2015. "The Economic Impacts of Global Warming on Agriculture: the Role of Adaptation," School of Economics and Public Policy Working Papers 2015-20, University of Adelaide, School of Economics and Public Policy.
    17. Isaure Delaporte & Mathilde Maurel, 2018. "Adaptation to climate change in Bangladesh," Climate Policy, Taylor & Francis Journals, vol. 18(1), pages 49-62, January.
    18. Moretti, Michele & Vanschoenwinkel, Janka & Van Passel, Steven, 2021. "Accounting for externalities in cross-sectional economic models of climate change impacts," Ecological Economics, Elsevier, vol. 185(C).
    19. Byela Tibesigwa & Martine Visser & Jane Turpie, 2017. "Climate change and South Africa’s commercial farms: an assessment of impacts on specialised horticulture, crop, livestock and mixed farming systems," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(2), pages 607-636, April.
    20. Arellano Gonzalez, Jesus, 2018. "Estimating climate change damages in data scarce and non-competitive settings: a novel version of the Ricardian approach with an application to Mexico," 2018 Annual Meeting, August 5-7, Washington, D.C. 274010, Agricultural and Applied Economics Association.

    More about this item

    Keywords

    crop revenue; climate change; weather variability; Mundlak’s Fixed Effects method; Ricardian analysis; Ethiopia;
    All these keywords.

    JEL classification:

    • D2 - Microeconomics - - Production and Organizations
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets
    • Q15 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Land Ownership and Tenure; Land Reform; Land Use; Irrigation; Agriculture and Environment

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:rff:dpaper:dp-14-15-efd. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Resources for the Future (email available below). General contact details of provider: https://edirc.repec.org/data/rffffus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.