IDEAS home Printed from https://ideas.repec.org/a/wly/ajagec/v104y2022i1p318-339.html
   My bibliography  Save this article

Quantifying the Yield Sensitivity of Modern Rice Varieties to Warming Temperatures: Evidence from the Philippines

Author

Listed:
  • Ruixue Wang
  • Roderick M. Rejesus
  • Jesse B. Tack
  • Joseph V. Balagtas
  • Andy D. Nelson

Abstract

This study examines the relationship between yields of modern rice varieties and warming temperatures. Data from a long‐running farm‐level survey in the Philippines, with rich information on planted rice varieties, allow us to estimate fixed effect econometric models of rice yields. We find that increases in temperature, especially minimum temperatures, have statistically significant negative impacts on rice yields. Point estimates of the marginal effect of higher temperatures on rice yields indicate that early modern varieties bred primarily for higher yields, pest resistance, and/or grain quality traits (i.e., not necessarily abiotic stress tolerance) tend to be more resilient to heat events than traditional rice varieties. Moreover, the marginal effect point estimates also suggest that more recent rice varieties bred for better tolerance to abiotic stresses are likely more resilient to warming than both traditional varieties and early modern varieties. Notwithstanding the heat resilience pattern suggested by these point estimates, we are unable to find statistically significant differences in the marginal yield response to warming across these three rice varietal groups. These results provide suggestive evidence that rice breeding efforts have improved resilience to warming temperatures and point to several interesting future research directions.

Suggested Citation

  • Ruixue Wang & Roderick M. Rejesus & Jesse B. Tack & Joseph V. Balagtas & Andy D. Nelson, 2022. "Quantifying the Yield Sensitivity of Modern Rice Varieties to Warming Temperatures: Evidence from the Philippines," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(1), pages 318-339, January.
  • Handle: RePEc:wly:ajagec:v:104:y:2022:i:1:p:318-339
    DOI: 10.1111/ajae.12210
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/ajae.12210
    Download Restriction: no

    File URL: https://libkey.io/10.1111/ajae.12210?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Sarker, Md. Abdur Rashid & Alam, Khorshed & Gow, Jeff, 2012. "Exploring the relationship between climate change and rice yield in Bangladesh: An analysis of time series data," Agricultural Systems, Elsevier, vol. 112(C), pages 11-16.
    3. 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.
    4. M. MEHEDI HASAN & Md. ABDUR RASHID SARKER & JEFF GOW, 2016. "Assessment Of Climate Change Impacts On Aman And Boro Rice Yields In Bangladesh," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 7(03), pages 1-21, August.
    5. Shenggen Fan & Connie Chan‐Kang & Keming Qian & K. Krishnaiah, 2005. "National and international agricultural research and rural poverty: the case of rice research in India and China," Agricultural Economics, International Association of Agricultural Economists, vol. 33(s3), pages 369-379, November.
    6. Jinxia Wang & Robert Mendelsohn & Ariel Dinar & Jikun Huang, 2010. "How Chinese Farmers Change Crop Choice To Adapt To Climate Change," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 1(03), pages 167-185.
    7. Jonna P. ESTUDILLO & Keijiro OTSUKA, 2006. "Lessons From Three Decades Of Green Revolution In The Philippines," The Developing Economies, Institute of Developing Economies, vol. 44(2), pages 123-148, June.
    8. Keijiro Otsuka & Fe Gascon & Seki Asano, 1994. "‘Second‐generation’ MVs and the evolution of the Green Revolution: the case of Central Luzon, 1966–90," Agricultural Economics, International Association of Agricultural Economists, vol. 10(3), pages 283-295, May.
    9. Otsuka, Keijiro & Gascon, Fe & Asano, Seki, 1994. "'Second-generation' MVs and the evolution of the green revolution: the case of Central Luzon, 1966-1990," Agricultural Economics, Blackwell, vol. 10(3), pages 283-295, May.
    10. Jikun Huang & Yangjie Wang & Jinxia Wang, 2015. "Farmers' Adaptation to Extreme Weather Events through Farm Management and Its Impacts on the Mean and Risk of Rice Yield in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(2), pages 602-617.
    11. Moya, Piedad & Kajisa, Kei & Barker, Randolph & Mohanty, Samarendu & Gascon, Fe & San Valentin, Mary Rose, 2015. "Changes in Rice Farming in the Philippines: Insights from five decades of a household-level survey," IRRI Books, International Rice Research Institute (IRRI), number 281801.
    12. Kentaro Kawasaki & Shinsuke Uchida, 2016. "Quality Matters More Than Quantity: Asymmetric Temperature Effects on Crop Yield and Quality Grade," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(4), pages 1195-1209.
    13. Jesse Tack & Andrew Barkley & Lawton Lanier Nalley, 2015. "Estimating Yield Gaps With Limited Data: An Application to United States Wheat," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(5), pages 1464-1477.
    14. Nigatu, Getachew & Hansen, James & Childs, Nathan & Seeley, Ralph, 2017. "Sub-Saharan Africa Is Projected To Be the Leader in Global Rice Imports," Amber Waves:The Economics of Food, Farming, Natural Resources, and Rural America, United States Department of Agriculture, Economic Research Service, issue 09, October.
    15. Nathaniel B Lyman & Krishna S V Jagadish & L Lanier Nalley & Bruce L Dixon & Terry Siebenmorgen, 2013. "Neglecting Rice Milling Yield and Quality Underestimates Economic Losses from High-Temperature Stress," PLOS ONE, Public Library of Science, vol. 8(8), pages 1-9, August.
    16. Manzoor H. Dar & Showkat A. Waza & Sarvesh Shukla & Najam W. Zaidi & Swati Nayak & Mosharaf Hossain & Arvind Kumar & Abdelbagi M. Ismail & Uma S. Singh, 2020. "Drought Tolerant Rice for Ensuring Food Security in Eastern India," Sustainability, MDPI, vol. 12(6), pages 1-17, March.
    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. Takeshima, Hiroyuki & Kishore, Avinash & Kumar, Anjani, 2024. "Climate shocks and fertilizer responses: Field-level evidence for rice production in Bangladesh," IAAE 2024 Conference, August 2-7, 2024, New Delhi, India 344280, International Association of Agricultural Economists (IAAE).
    2. Abebe, Meseret B. & Alem, Yonas, 2023. "Drought, Livestock Holding, and Milk Production: A Difference-in-Differences Analysis," EfD Discussion Paper 23-12, Environment for Development, University of Gothenburg.
    3. François Bareille & Raja Chakir, 2024. "Structural identification of weather impacts on crop yields: Disentangling agronomic from adaptation effects," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(3), pages 989-1019, May.
    4. Rahman, Md Mamunur & Nguyen, Ruby & Lu, Liang, 2022. "Multi-level impacts of climate change and supply disruption events on a potato supply chain: An agent-based modeling approach," Agricultural Systems, Elsevier, vol. 201(C).

    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. Marie Lassalas & Sabine Duvaleix & Laure Latruffe, 2024. "The technical and economic effects of biodiversity standards on wheat production," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 51(2), pages 275-308.
    2. Khanal, Uttam & Wilson, Clevo & Hoang, Vincent & Lee, Boon, 2015. "Autonomous adaptations to climate change and rice productivity: a case study of the Tanahun district, Nepal," MPRA Paper 106916, University Library of Munich, Germany.
    3. Wang, Yangjie & Huang, Jikun & Wang, Jinxia & Findlay, Christopher, 2018. "Mitigating rice production risks from drought through improving irrigation infrastructure and management in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(1), January.
    4. Wang, Di & Zhang, Peng & Chen, Shuai & Zhang, Ning, 2024. "Adaptation to temperature extremes in Chinese agriculture, 1981 to 2010," Journal of Development Economics, Elsevier, vol. 166(C).
    5. Xun Su & Minpeng Chen, 2022. "Econometric Approaches That Consider Farmers’ Adaptation in Estimating the Impacts of Climate Change on Agriculture: A Review," Sustainability, MDPI, vol. 14(21), pages 1-23, October.
    6. 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.
    7. Ji, Xinde & Cobourn, Kelly M. & Weng, Weizhe, 2018. "The Effect of Climate Change on Irrigated Agriculture: Water-Temperature Interactions and Adaptation in the Western U.S," 2018 Annual Meeting, August 5-7, Washington, D.C. 274306, Agricultural and Applied Economics Association.
    8. 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.
    9. Song, Chunxiao & Liu, Ruifeng & Oxley, Oxley & Ma, Hengyun, 2018. "The adoption and impact of engineering-type measures to address climate change: evidence from the major grain-producing areas in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(4), October.
    10. 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.
    11. Wang, Teng & Yi, Fujin & Liu, Huilin & Wu, Ximing & Zhong, Funing, 2021. "Can Agricultural Mechanization Have a Mitigation Effect on China's Yield Variability?," 2021 Conference, August 17-31, 2021, Virtual 315098, International Association of Agricultural Economists.
    12. Ojo, T.O. & Baiyegunhi, L.J.S., 2020. "Determinants of climate change adaptation strategies and its impact on the net farm income of rice farmers in south-west Nigeria," Land Use Policy, Elsevier, vol. 95(C).
    13. Bairagi, Subir & Bhandari, Humnath & Kumar Das, Subrata & Mohanty, Samarendu, 2021. "Flood-tolerant rice improves climate resilience, profitability, and household consumption in Bangladesh," Food Policy, Elsevier, vol. 105(C).
    14. Lovo, Stefania & Veronesi, Marcella, 2019. "Crop Diversification and Child Health: Empirical Evidence From Tanzania," Ecological Economics, Elsevier, vol. 158(C), pages 168-179.
    15. Liu, Ziheng & Lu, Qinan, 2023. "Ozone stress and crop harvesting failure: Evidence from US food production," Food Policy, Elsevier, vol. 121(C).
    16. Shi Min & Xiaobing Wang & Shaoze Jin & Hermann Waibel & Jikun Huang, 2020. "Climate change and farmers’ perceptions: impact on rubber farming in the upper Mekong region," Climatic Change, Springer, vol. 163(1), pages 451-480, November.
    17. Khanal, Uttam & Wilson, Clevo & Rahman, Sanzidur & Lee, Boon & Hoang, Vincent, 2020. "Smallholder farmers’ adaptation to climate change and its potential contribution to UN’s sustainable development goals of zero hunger and no poverty," MPRA Paper 106917, University Library of Munich, Germany, revised 07 Sep 2020.
    18. Crick, Florence & Eskander, Shaikh M.S.U. & Fankhauser, Sam & Diop, Mamadou, 2018. "How do African SMEs respond to climate risks? Evidence from Kenya and Senegal," World Development, Elsevier, vol. 108(C), pages 157-168.
    19. Hou, L. & Min, S. & Huang, Q. & Huang, J., 2018. "Farmers perceptions of, ex ante and ex post adaptations to drought: Empirical evidence from maize farmers in China," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277208, International Association of Agricultural Economists.
    20. Ko, Minkyong & Ramsey, Austin F., 2022. "Warming Temperatures and Potential Adaptation through Breeding: Evidence from U.S. Soft Winter Wheat," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322102, Agricultural and Applied Economics Association.

    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:wly:ajagec:v:104:y:2022:i:1:p:318-339. 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: Wiley Content Delivery (email available below). General contact details of provider: https://doi.org/10.1111/(ISSN)1467-8276 .

    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.