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A stochastic analysis of cropland utilization and resource allocation under climate change

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  • Kung, Chih-Chun
  • Cao, Xiaoyong
  • Choi, Yongrok
  • Kung, Shan-Shan

Abstract

Agriculture is considered to be highly vulnerable to global climate change which has significant influences on regional temperature and precipitation, thereby altering crop yields, resource allocation, land-use patterns, distribution of cultivars, farmers' behavior, and social welfare. To understand how agricultural activities respond to climate change, therefore, it is necessary to investigate farmers' behavior in the face of climate-induced crop yield changes. We extend the deterministic agricultural sector model to a two-stage stochastic programming with recourse (SPR) model to evaluate the potential changes in cropland utilization and agro-economic measures under climate impacts in Taiwan. We show that when farmers are uncertain the risk, land use could alter considerably. In such cases, approximately 55% and 26% of corn land and peanut land, respectively, will be used to plant other crops. When changes in crop yield are certain, farmers can maintain their income at a cost of higher government expenditures on aside-land subsidy and rice repurchase program. Because yields of many crops present a positive response to climate change, in some cases the net social welfare might increase by NT$800 million dollars (after subtracting NT$5.2 billion dollars of government expenditure) or 0.2% of total agricultural production, and most of the benefits are captured by farmers. These issues, as well as policy implications such as wealth redistribution and resource allocation are discussed in detail.

Suggested Citation

  • Kung, Chih-Chun & Cao, Xiaoyong & Choi, Yongrok & Kung, Shan-Shan, 2019. "A stochastic analysis of cropland utilization and resource allocation under climate change," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
  • Handle: RePEc:eee:tefoso:v:148:y:2019:i:c:s0040162517318383
    DOI: 10.1016/j.techfore.2019.119711
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    1. Rosen, Richard A. & Guenther, Edeltraud, 2015. "The economics of mitigating climate change: What can we know?," Technological Forecasting and Social Change, Elsevier, vol. 91(C), pages 93-106.
    2. Chen, Shuai & Chen, Xiaoguang & Xu, Jintao, 2016. "Impacts of climate change on agriculture: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 105-124.
    3. Chen, Chi-Chung & McCarl, Bruce A., 2000. "The Value Of Enso Information To Agriculture: Consideration Of Event Strength And Trade," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 25(2), pages 1-18, December.
    4. Toshichika Iizumi & Hirofumi Sakuma & Masayuki Yokozawa & Jing-Jia Luo & Andrew J. Challinor & Molly E. Brown & Gen Sakurai & Toshio Yamagata, 2013. "Prediction of seasonal climate-induced variations in global food production," Nature Climate Change, Nature, vol. 3(10), pages 904-908, October.
    5. Darwin, Roy & Tsigas, Marinos E. & Lewandrowski, Jan & Raneses, Anton, 1995. "World Agriculture and Climate Change: Economic Adaptations," Agricultural Economic Reports 33933, United States Department of Agriculture, Economic Research Service.
    6. Keith H. Coble & Ching-Cheng Chang & Bruce A. McCarl & Bobby R. Eddleman, 1992. "Assessing Economic Implications of New Technology: The Case of Cornstarch-Based Biodegradable Plastic," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 14(1), pages 33-43.
    7. Richard M. Adams & Kelly J. Bryant & Bruce A. Mccarl & David M. Legler & James O'Brien & Andrew Solow & Rodney Weiher, 1995. "Value Of Improved Long‐Range Weather Information," Contemporary Economic Policy, Western Economic Association International, vol. 13(3), pages 10-19, July.
    8. Lambert, David K. & McCarl, Bruce A. & He, Quifen & Kaylen, Michael S. & Rosenthal, Wesley & Chang, Ching-Cheng & Nayda, W.I., 1995. "Uncertain Yields In Sectoral Welfare Analysis: An Application To Global Warming," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 27(2), pages 1-14, December.
    9. Bruce A. McCarl & Thomas H. Spreen, 1980. "Price Endogenous Mathematical Programming As a Tool for Sector Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(1), pages 87-102.
    10. Darius M. Adams & Ralph J. Alig & DBruce A. McCarl & John M. Callaway & Steven M. Winnett, 1999. "Minimum Cost Strategies for Sequestering Carbon in Forests," Land Economics, University of Wisconsin Press, vol. 75(3), pages 360-374.
    11. Chi‐Chung Chen & Ching‐Cheng Chang, 2005. "The impact of weather on crop yield distribution in Taiwan: some new evidence from panel data models and implications for crop insurance," Agricultural Economics, International Association of Agricultural Economists, vol. 33(s3), pages 503-511, November.
    12. Bruce A. McCarl & Uwe A. Schneider, 2000. "U.S. Agriculture's Role in a Greenhouse Gas Emission Mitigation World: An Economic Perspective," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 22(1), pages 134-159.
    13. Scott A. Hamilton & Bruce A. McCarl & Richard M. Adams, 1985. "The Effect of Aggregate Response Assumptions on Environmental Impact Analyses," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 67(2), pages 407-413.
    14. Chang, Ching-Cheng, 2002. "The potential impact of climate change on Taiwan's agriculture," Agricultural Economics, Blackwell, vol. 27(1), pages 51-64, May.
    15. Zhang, Ning & Yu, Keren & Chen, Zhongfei, 2017. "How does urbanization affect carbon dioxide emissions? A cross-country panel data analysis," Energy Policy, Elsevier, vol. 107(C), pages 678-687.
    16. Ching-Cheng Chang & Bruce A. McCarl & James W. Mjelde & James W. Richardson, 1992. "Sectoral Implications of Farm Program Modifications," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(1), pages 38-49.
    17. McDonald, Scott & Robinson, Sherman & Thierfelder, Karen, 2006. "Impact of switching production to bioenergy crops: The switchgrass example," Energy Economics, Elsevier, vol. 28(2), pages 243-265, March.
    18. John Reilly, 1995. "Climate Change and Global Agriculture: Recent Findings and Issues," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(3), pages 727-733.
    19. Ching‐Cheng Chang & Chi‐Chung Chen & Bruce McCarl, 2012. "Evaluating the economic impacts of crop yield change and sea level rise induced by climate change on Taiwan's agricultural sector," Agricultural Economics, International Association of Agricultural Economists, vol. 43(2), pages 205-214, March.
    20. Chih-Chun Kung & Bruce McCarl & Xiaoyong Cao & Hualin Xie, 2013. "Bioenergy prospects in Taiwan using set-aside land – an economic evaluation," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 5(4), pages 489-511, November.
    21. Harry M. Kaiser & Susan J. Riha & Daniel S. Wilks & David G. Rossiter & Radha Sampath, 1993. "A Farm-Level Analysis of Economic and Agronomic Impacts of Gradual Climate Warming," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(2), pages 387-398.
    22. Kung, Chih-Chun & Zhang, Liguo & Kong, Fanbin, 2016. "How government subsidy leads to sustainable bioenergy development," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 275-284.
    23. Hua, Ye, 2015. "Influential factors of farmers' demands for agricultural science and technology in China," Technological Forecasting and Social Change, Elsevier, vol. 100(C), pages 249-254.
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