IDEAS home Printed from https://ideas.repec.org/a/bjc/journl/v10y2023i11p74-109.html
   My bibliography  Save this article

Analysing the Impact of Precipitation and Temperature on Cassava and Cocoa Crop Yields in Ondo State

Author

Listed:
  • Adekunle, J.D.

    (Federal University of Agriculture, Abeokuta, Ogun State, Nigeria)

  • Oyeniran, M. I.

    (Federal University of Agriculture, Abeokuta, Ogun State, Nigeria)

Abstract

The impact of rainfall and temperature on agricultural crop production, especially cocoa and cassava in Nigeria, has significant implications for yield, poverty, access to food, and the sustainability of farming as a livelihood. This study investigates the influence of temperature and rainfall on cocoa and cassava yield in Ondo State, Nigeria, from 1991 to 2020. The annual crop yield data for cocoa and cassava for the entire 30-year period were sourced from the Ministry of Agriculture, Ondo State. Data for the key climate variables, temperature (maximum and minimum), and rainfall, were obtained from the Nigeria Meteorological Agency (NIMET). Initially, a line graph was employed to visualize trends in rainfall, temperature, cocoa, and cassava. Subsequently, the data was subjected to K-Means clustering analysis, to partition rainfall, maximum and minimum temperature into distinct and meaningful groups, or cluster, based on the similarities between the years – identifying patterns and structures to reveal hidden relationships and groupings among the years. The collected yield datasets were further grouped by the cluster, an analysis of variance (ANOVA) was further performed to test the influence of each weather variables has on cocoa and cassava yield. The trend analysis revealed that Ondo State experienced minimal temperature fluctuations between 1991 and 2020, while rainfall and cassava exhibited distinctive fluctuations. The results confirmed the significant impact of temperature and rainfall on cocoa and cassava yield.

Suggested Citation

  • Adekunle, J.D. & Oyeniran, M. I., 2023. "Analysing the Impact of Precipitation and Temperature on Cassava and Cocoa Crop Yields in Ondo State," International Journal of Research and Scientific Innovation, International Journal of Research and Scientific Innovation (IJRSI), vol. 10(11), pages 74-109, November.
  • Handle: RePEc:bjc:journl:v:10:y:2023:i:11:p:74-109
    as

    Download full text from publisher

    File URL: https://www.rsisinternational.org/journals/ijrsi/digital-library/volume-10-issue-11/74-109.pdf
    Download Restriction: no

    File URL: https://rsisinternational.org/journals/ijrsi/articles/analysing-the-impact-of-precipitation-and-temperature-on-cassava-and-cocoa-crop-yields-in-ondo-state/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mendelsohn, Robert & Nordhaus, William D & Shaw, Daigee, 1994. "The Impact of Global Warming on Agriculture: A Ricardian Analysis," American Economic Review, American Economic Association, vol. 84(4), pages 753-771, September.
    2. Adams, Richard M. & McCarl, Bruce A. & Dudek, Daniel J. & Glyer, J. David, 1988. "Implications Of Global Climate Change For Western Agriculture," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 13(2), pages 1-9, December.
    3. Reilly, John M., 1999. "Climate Change: Can Agriculture Adapt?," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 14(1), pages 1-4.
    4. Christopher Gilbert & Wyn Morgan, 2010. "Has food price volatility risen?," Department of Economics Working Papers 1002, Department of Economics, University of Trento, Italia.
    Full references (including those not matched with items on IDEAS)

    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. Eric Njuki & Boris E Bravo-Ureta & Christopher J O’Donnell, 2018. "A new look at the decomposition of agricultural productivity growth incorporating weather effects," PLOS ONE, Public Library of Science, vol. 13(2), pages 1-21, February.
    2. Ahmad, Munir & Nawaz, Muhammad & Iqbal, Muhammad & Javed, Sajid, 2014. "Analysing the Impact of Climate Change on Rice Productivity in Pakistan," MPRA Paper 72861, University Library of Munich, Germany.
    3. Baylis, Kathy & Paulson, Nicholas D. & Piras, Gianfranco, 2011. "Spatial Approaches to Panel Data in Agricultural Economics: A Climate Change Application," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 43(3), pages 325-338, August.
    4. Noubissi Domguia, Edmond & Njangang, Henri, 2019. "Agricultural Growth and Environmental Quality in Cameroon: Evidence from ARDL Bound Testing Approach," MPRA Paper 91735, University Library of Munich, Germany.
    5. Dixon, Bruce L. & Segerson, Kathleen, 1999. "Impacts Of Increased Climate Variability On The Profitability Of Midwest Agriculture," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 31(3), pages 1-13, December.
    6. Francesco Bosello & Jian Zhang, 2006. "The Effects of Climate Change on Agriculture," QA - Rivista dell'Associazione Rossi-Doria, Associazione Rossi Doria, issue 1, March.
    7. Paul Winters & Rinku Murgai & Elisabeth Sadoulet & Alain de Janvry & George Frisvold, 1998. "Economic and Welfare Impacts of Climate Change on Developing Countries," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 12(1), pages 1-24, July.
    8. 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.
    9. Kanakasabai, Murali & Dillon, Carl R., 2004. "Potential For Farm Adaptation To Global Climatic Change In Kentucky," 2004 Annual meeting, August 1-4, Denver, CO 20422, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    10. Hall, Darwin C., 1997. "Impacts of Global Warming on Agriculture," 1997 Conference, August 10-16, 1997, Sacramento, California 197040, International Association of Agricultural Economists.
    11. Chang, Ching-Cheng, 2002. "The potential impact of climate change on Taiwan's agriculture," Agricultural Economics, Blackwell, vol. 27(1), pages 51-64, May.
    12. BEN ZAIED, YOUNES & Zouabi, Oussama, 2015. "Climate change impacts on agriculture: A panel cointegration approach and application to Tunisia," MPRA Paper 64711, University Library of Munich, Germany.
    13. Fernández, Francisco J. & Blanco, Maria, 2014. "Integration of biophysical and agro-economic models to assess the economic effects of climate change on agriculture: A review of global and EU regional approaches," Economics Discussion Papers 2014-48, Kiel Institute for the World Economy (IfW Kiel).
    14. Schimmelpfennig, David & Lewandrowski, Jan & Tsigas, Marinos & Parry, Ian, 1996. "Agricultural Adaptation to Climate Change: Issues of Longrun Sustainability," Agricultural Economic Reports 262033, United States Department of Agriculture, Economic Research Service.
    15. Ahmad, Munir & Siftain, Hassan & Iqbal, Muhammad, 2014. "Impact of Climate Change on Wheat Productivity in Pakistan: A District Level Analysis," MPRA Paper 72859, University Library of Munich, Germany.
    16. Shahbaz Bhatti & Sarfraz Hassan & Khalid Mushtaq & Kamran Javed, 2020. "Investigation The Impact Of Climate Change On Productivity Of Cotton: Empirical Evidence From Cotton Zone," Big Data In Agriculture (BDA), Zibeline International Publishing, vol. 2(1), pages 1-4, February.
    17. Fernández, Francisco J. & Blanco, Maria, 2015. "Modelling the economic impacts of climate change on global and European agriculture: Review of economic structural approaches," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-53.
    18. Minot, Nicholas, 2014. "Food price volatility in sub-Saharan Africa: Has it really increased?," Food Policy, Elsevier, vol. 45(C), pages 45-56.
    19. Senni, Chiara Colesanti & von Jagow, Adrian, 2023. "Water risks for hydroelectricity generation," LSE Research Online Documents on Economics 119256, London School of Economics and Political Science, LSE Library.
    20. Alejandro Lopez-Feldman, 2013. "Climate change, agriculture, and poverty: A household level analysis for rural Mexico," Economics Bulletin, AccessEcon, vol. 33(2), pages 1126-1139.

    More about this item

    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:bjc:journl:v:10:y:2023:i:11:p:74-109. 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: Dr. Renu Malsaria (email available below). General contact details of provider: https://rsisinternational.org/journals/ijrsi/ .

    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.