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Adaptive Behavior of U.S. Farms to Climate and Risk

Author

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  • Sung, Jae-hoon
  • Miranowski, John A.

Abstract

We analyze the effects of climate conditions and crop insurance on farm-level land allocation decisions among corn, soybeans, winter wheat, and hay in 10 Midwest states. Based on ARMS data, we estimate farmers' land allocation equations that control for market conditions, climate and soil variables, and insurance. A multivariate sample selection model is used for estimation. We find that: 1) beneficial heat has positive effects on corn and soybean acreage but negative effects on winter wheat acreage, 2) excessive heat has negative effects on corn and winter wheat acreage but have positive effects on soybean acreage, 3) an increase in precipitation by 1% increases corn acreage by 0.6% but decrease soybean and winter wheat acreage by 1.0% and 1.6%, 4) soybean acreage is more sensitive to summer drought, and 5) crop insurance alters farmers land allocation.

Suggested Citation

  • Sung, Jae-hoon & Miranowski, John A., 2015. "Adaptive Behavior of U.S. Farms to Climate and Risk," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205787, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea15:205787
    DOI: 10.22004/ag.econ.205787
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    1. Steven T. Yen & Biing-Hwan Lin, 2006. "A Sample Selection Approach to Censored Demand Systems," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(3), pages 742-749.
    2. Walters, Cory G. & Shumway, C. Richard & Chouinard, Hayley H. & Wandschneider, Philip R., 2012. "Crop Insurance, Land Allocation, and the Environment," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 37(2), pages 1-20, August.
    3. Kanlaya J. Barr & Bruce A. Babcock & Miguel A. Carriquiry & Andre M. Nassar & Leila Harfuch, 2011. "Agricultural Land Elasticities in the United States and Brazil," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 33(3), pages 449-462.
    4. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    5. Catsiapis, George & Robinson, Chris, 1982. "Sample selection bias with multiple selection rules : An application to student aid grants," Journal of Econometrics, Elsevier, vol. 18(3), pages 351-368, April.
    6. JunJie Wu & Richard M. Adams & Catherine L. Kling & Katsuya Tanaka, 2004. "From Microlevel Decisions to Landscape Changes: An Assessment of Agricultural Conservation Policies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(1), pages 26-41.
    7. J. Scott Shonkwiler & Steven T. Yen, 1999. "Two-Step Estimation of a Censored System of Equations," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(4), pages 972-982.
    8. Ortiz-Bobea, Ariel, 2011. "Improving Agronomic Structure in Econometric Models of Climate Change Impacts," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103656, Agricultural and Applied Economics Association.
    9. Panagiotis Kasteridis & Steven T. Yen & Cheng Fang, 2011. "Bayesian Estimation of a Censored Linear Almost Ideal Demand System: Food Demand in Pakistan," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(5), pages 1374-1390.
    10. Anne Lacroix & Alban Thomas, 2011. "Estimating the Environmental Impact of Land and Production Decisions with Multivariate Selection Rules and Panel Data," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(3), pages 780-798.
    11. Carlos Arnade & David Kelch, 2007. "Estimation of Area Elasticities from a Standard Profit Function," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(3), pages 727-737.
    12. Miguel Carriquiry & Bruce A. Babcock & Chad E. Hart, 2005. "Using a Farmer's Beta for Improved Estimation of Actual Production History (APH) Yields," Center for Agricultural and Rural Development (CARD) Publications 05-wp387, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    13. Mikkel Barslund, 2011. "Censored Demand System Estimation with Endogenous Expenditures in clustered samples: an application to food demand in urban Mozambique," LICOS Discussion Papers 28011, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
    14. Raj Chetty, 2009. "Sufficient Statistics for Welfare Analysis: A Bridge Between Structural and Reduced-Form Methods," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 451-488, May.
    15. Barry K. Goodwin & Ashok K. Mishra, 2005. "Another Look at Decoupling: Additional Evidence on the Production Effects of Direct Payments," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(5), pages 1200-1210.
    16. C. Edwin Young & Monte L. Vandeveer & Randall D. Schnepf, 2001. "Production and Price Impacts of U.S. Crop Insurance Programs," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(5), pages 1196-1203.
    17. Michael J. Roberts & Wolfram Schlenker & Jonathan Eyer, 2013. "Agronomic Weather Measures in Econometric Models of Crop Yield with Implications for Climate Change," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 236-243.
    18. 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.
    19. Barry K. Goodwin & Monte L. Vandeveer & John L. Deal, 2004. "An Empirical Analysis of Acreage Effects of Participation in the Federal Crop Insurance Program," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(4), pages 1058-1077.
    20. Barr, Kanlaya Jintanakul, 2011. "Agricultural Land Elasticities in the United States and Brazil," Staff General Research Papers Archive 34893, Iowa State University, Department of Economics.
    21. Christopher Timmins & Wolfram Schlenker, 2009. "Reduced-Form Versus Structural Modeling in Environmental and Resource Economics," Annual Review of Resource Economics, Annual Reviews, vol. 1(1), pages 351-380, September.
    22. Paolo Sckokai & Daniele Moro, 2006. "Modeling the Reforms of the Common Agricultural Policy for Arable Crops under Uncertainty," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(1), pages 43-56.
    23. Bruce A. Babcock, 2011. "Time to Revisit Crop Insurance Premium Subsidies?," Center for Agricultural and Rural Development (CARD) Publications 11-pb4, Center for Agricultural and Rural Development (CARD) at Iowa State University.
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