IDEAS home Printed from https://ideas.repec.org/p/ags/aaea16/235251.html
   My bibliography  Save this paper

Modeling Temperature and Precipitation Influences on Yield Distributions of Canola and Spring Wheat in Saskatchewan

Author

Listed:
  • Meng, Ting
  • Carew, Richard C.
  • Florkowski, Wojciech J.
  • Klepacka, Anna M.

Abstract

Warmer temperatures and variable rainfall are likely to affect Saskatchewan’s production of canola and spring wheat. This study employs moments-based approaches (full- and partial-moments) to estimate the impact of precipitation and temperature changes on canola and spring wheat yield distributions. Environment Canada weather data and Statistics Canada crop yield, planted area, and summer fallow area are employed for 20 crop districts over the 1987-2010 period. Our results show that the average crop yields are positively associated with the growing season degree days (GDD), and pre-growing season precipitation, while negatively affected by extremely high temperatures. Furthermore, the climate measures have asymmetric effects on the higher moments of crop yield distribution.

Suggested Citation

  • Meng, Ting & Carew, Richard C. & Florkowski, Wojciech J. & Klepacka, Anna M., 2016. "Modeling Temperature and Precipitation Influences on Yield Distributions of Canola and Spring Wheat in Saskatchewan," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235251, Agricultural and Applied Economics Association.
  • Handle: RePEc:ags:aaea16:235251
    DOI: 10.22004/ag.econ.235251
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/235251/files/Meng_%20Carew%20et%20al%20AAEA_DRAFT.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.235251?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Murat Isik & Stephen Devadoss, 2006. "An analysis of the impact of climate change on crop yields and yield variability," Applied Economics, Taylor & Francis Journals, vol. 38(7), pages 835-844.
    2. Smith, Elwin G. & Young, Douglas L., 2000. "Requiem for Summer Fallow," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 15(01), pages 1-2.
    3. Chen, Shuai & Chen, Xiaoguang & Xu, Jintao, 2013. "Impacts of Climate Change on Corn and Soybean Yields in China," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 149739, Agricultural and Applied Economics Association.
    4. Wolfram Schlenker & Michael J. Roberts, 2006. "Nonlinear Effects of Weather on Corn Yields," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 28(3), pages 391-398.
    5. 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.
    6. Wolfram Schlenker & W. Michael Hanemann & Anthony C. Fisher, 2006. "The Impact of Global Warming on U.S. Agriculture: An Econometric Analysis of Optimal Growing Conditions," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 113-125, February.
    7. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    8. 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.
    9. john M. Antle, 2010. "Asymmetry, Partial Moments, and Production Risk," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 92(5), pages 1294-1309.
    10. Antle, John M. & Mu, Jianhong E. & Abatzoglou, John, 2013. "Climate and the Spatial-Temporal Distribution of Winter Wheat Yields: Evidence from the U.S. Pacific Northwest," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150393, Agricultural and Applied Economics Association.
    11. Bruce A. McCarl & Xavier Villavicencio & Ximing Wu, 2008. "Climate Change and Future Analysis: Is Stationarity Dying?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(5), pages 1241-1247.
    12. Lawton L. Nalley & Andrew P. Barkley & Allen M. Featherstone, 2010. "The genetic and economic impact of the CIMMYT wheat breeding program on local producers in the Yaqui Valley, Sonora Mexico," Agricultural Economics, International Association of Agricultural Economists, vol. 41(5), pages 453-462, September.
    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. Jeločnik, Marko & Zubović, Jovan & Zdravković, Aleksandar, 2019. "Estimating impact of weather factors on wheat yields by using panel model approach — The case of Serbia," Agricultural Water Management, Elsevier, vol. 221(C), pages 493-501.
    2. Kamini Yadav & Hatim M. E. Geli, 2021. "Prediction of Crop Yield for New Mexico Based on Climate and Remote Sensing Data for the 1920–2019 Period," Land, MDPI, vol. 10(12), pages 1-27, December.
    3. Samantha A. Kerr & Yuliya Andreichuk & David J. Sauchyn, 2019. "Re-Evaluating the Climate Factor in Agricultural Land Assessment in a Changing Climate—Saskatchewan, Canada," Land, MDPI, vol. 8(3), pages 1-23, March.
    4. Aleksandra Radawiec & Wiesław Szulc & Beata Rutkowska, 2021. "Selenium Biofortification of Wheat as a Strategy to Improve Human Nutrition," Agriculture, MDPI, vol. 11(2), pages 1-12, February.

    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. Jesse Tack & Ardian Harri & Keith Coble, 2012. "More than Mean Effects: Modeling the Effect of Climate on the Higher Order Moments of Crop Yields," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(5), pages 1037-1054.
    2. Yu, Tian, 2011. "Three essays on weather and crop yield," ISU General Staff Papers 201101010800002976, Iowa State University, Department of Economics.
    3. Raju Mandal & Hiranya Nath, 2017. "Climate Change and indian Agriculture: Impacts on Crop Yield," Working Papers 1705, Sam Houston State University, Department of Economics and International Business.
    4. Raju Guntukula & Phanindra Goyari, 2020. "Climate Change Effects on the Crop Yield and Its Variability in Telangana, India," Studies in Microeconomics, , vol. 8(1), pages 119-148, June.
    5. Anubhab Pattanayak & K. S. Kavi Kumar, 2014. "Weather Sensitivity Of Rice Yield: Evidence From India," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 5(04), pages 1-24.
    6. Subhadra Banda, 2013. "The Case of Slum Rehabilitation in Delhi," Working Papers id:5522, eSocialSciences.
    7. Veeshan Rayamajhee & Wenmei Guo & Alok K. Bohara, 2021. "The Impact of Climate Change on Rice Production in Nepal," Economics of Disasters and Climate Change, Springer, vol. 5(1), pages 111-134, April.
    8. Barnwal, Prabhat & Kotani, Koji, 2013. "Climatic impacts across agricultural crop yield distributions: An application of quantile regression on rice crops in Andhra Pradesh, India," Ecological Economics, Elsevier, vol. 87(C), pages 95-109.
    9. Sheng, Yu & Zhao, Shiji & Yang, Sansi, 2021. "Weather shocks, adaptation and agricultural TFP: A cross-region comparison of Australian Broadacre farms," Energy Economics, Elsevier, vol. 101(C).
    10. Meyer, Kevin & Keiser, David A., 2016. "Adapting to Climate Change Through Tile Drainage: A Structural Ricardian Analysis," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235932, Agricultural and Applied Economics Association.
    11. 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.
    12. Meyer, Kevin Michael, 2017. "Three essays on environmental and resource economics," ISU General Staff Papers 201701010800006585, Iowa State University, Department of Economics.
    13. Jose A. Perez‐Mendez & David Roibas & Alan Wall, 2019. "The influence of weather conditions on dairy production," Agricultural Economics, International Association of Agricultural Economists, vol. 50(2), pages 165-175, March.
    14. Attavanich, Witsanu & McCarl, Bruce A. & Fuller, Stephen W. & Vedenov, Dmitry V. & Ahmedov, Zafarbek, 2011. "The Effect of Climate Change on Transportation Flows and Inland Waterways Due to Climate-Induced Shifts in Crop Production Patterns," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 109241, Agricultural and Applied Economics Association.
    15. Roibás, David & Wall, Alan & Pérez, José A., 2014. "The influence of meteorological conditions on dairy production," Efficiency Series Papers 2014/02, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    16. Sabasi, Darlington & Shumway, C. Richard, 2014. "Technical Change, Efficiency, and Total Factor Productivity in U.S. Agriculture," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170225, Agricultural and Applied Economics Association.
    17. Robert Becker Pickson & Ge He & Elliot Boateng, 2022. "Impacts of climate change on rice production: evidence from 30 Chinese provinces," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 3907-3925, March.
    18. Younes Ben Zaied & Oussama Zouabi, 2016. "Impacts of climate change on Tunisian olive oil output," Climatic Change, Springer, vol. 139(3), pages 535-549, December.
    19. Joseph Cooper & A. Nam Tran & Steven Wallander, 2017. "Testing for Specification Bias with a Flexible Fourier Transform Model for Crop Yields," American Journal of Agricultural Economics, John Wiley & Sons, vol. 99(3), pages 800-817, April.
    20. Kulkarni, Kedar, 2021. "Quantifying Vulnerability of Crop Yields in India to Weather Extremes," 2021 Annual Meeting, August 1-3, Austin, Texas 313879, Agricultural and Applied Economics Association.

    More about this item

    Keywords

    Crop Production/Industries; Environmental Economics and Policy; Productivity Analysis; Resource/Energy Economics and Policy;
    All these keywords.

    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:ags:aaea16:235251. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaeaaea.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.