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The Role of Nonfarm Influences in Ricardian Estimates of Climate Change Impacts on US Agriculture

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  • Ariel Ortiz‐Bobea

Abstract

The Ricardian approach is a popular hedonic method for analyzing climate change impacts on agriculture. The approach typically relies on a cross‐sectional regression of farmland asset prices on fixed climate variables, making it particularly vulnerable to omitted variables. I conduct a long‐spanning Ricardian analysis of farmland prices in the eastern United States (1950–2012) and find a convergence of evidence indicating that large estimates of climate change damages for recent cross‐sections (>1970s), also found in the literature, can be explained by the growing influence of omitted factors extraneous to the agricultural sector. I propose and evaluate a simple strategy to circumvent such nonfarm influences in the form of a Ricardian model based on cash rents (2009–2016), which better reflect agricultural profitability and do not capitalize expected land use changes. The new damage estimates on nonirrigated cropland and pasture rents are more optimistic and cannot be distinguished from zero. However, estimates remain imprecise under extreme climate change scenarios pointing to a cautionary long‐term outlook for United States agriculture. The findings are robust to multiple checks and alternative explanations.

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  • Ariel Ortiz‐Bobea, 2020. "The Role of Nonfarm Influences in Ricardian Estimates of Climate Change Impacts on US Agriculture," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(3), pages 934-959, May.
  • Handle: RePEc:wly:ajagec:v:102:y:2020:i:3:p:934-959
    DOI: 10.1093/ajae/aaz047
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    1. Vincent E. Breneman & Richard F. Nehring, 2006. "Urban Sprawl and Farmland Prices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(4), pages 915-929.
    2. Kelejian, Harry H & Prucha, Ingmar R, 1999. "A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(2), pages 509-533, May.
    3. Richard E. Just & John A. Miranowski, 1993. "Understanding Farmland Price Changes," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(1), pages 156-168.
    4. Emanuele Massetti & Robert Mendelsohn, 2011. "Estimating Ricardian Models With Panel Data," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 2(04), pages 301-319.
    5. Joshua D. Woodard, 2016. "Data Science and Management for Large Scale Empirical Applications in Agricultural and Applied Economics Research," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 38(3), pages 373-388.
    6. Steven Passel & Emanuele Massetti & Robert Mendelsohn, 2017. "A Ricardian Analysis of the Impact of Climate Change on European Agriculture," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 67(4), pages 725-760, August.
    7. Ariel Ortiz-Bobea & Richard E. Just, 2013. "Modeling the Structure of Adaptation in Climate Change Impact Assessment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 244-251.
    8. Anthony C. Fisher & W. Michael Hanemann & Michael J. Roberts & Wolfram Schlenker, 2012. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather: Comment," American Economic Review, American Economic Association, vol. 102(7), pages 3749-3760, December.
    9. Albert Saiz, 2010. "The Geographic Determinants of Housing Supply," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1253-1296.
    10. Heimlich, Ralph E. & Anderson, William D., 2001. "Development At The Urban Fringe And Beyond: Impacts On Agriculture And Rural Land," Agricultural Economic Reports 33943, United States Department of Agriculture, Economic Research Service.
    11. John K. Horowitz & John Quiggin, 1999. "The Impact of Global Warming on Agriculture: A Ricardian Analysis: Comment," American Economic Review, American Economic Association, vol. 89(4), pages 1044-1045, September.
    12. Ortiz-Bobea, Ariel & Tack, Jesse B., 2018. "Another genetic yield revolution is needed to offset climate change effects on U.S. maize," 2018 Annual Meeting, August 5-7, Washington, D.C. 274380, Agricultural and Applied Economics Association.
    13. 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.
    14. 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.
    15. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February.
    16. Marshall Burke & Kyle Emerick, 2016. "Adaptation to Climate Change: Evidence from US Agriculture," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 106-140, August.
    17. Nickerson, Cynthia & Morehart, Mitchell & Kuethe, Todd & Beckman, Jayson & Ifft, Jennifer & Williams, Ryan, 2012. "Trends in U.S. Farmland Values and Ownership," Economic Information Bulletin 291935, United States Department of Agriculture, Economic Research Service.
    18. David Albouy & Walter Graf & Ryan Kellogg & Hendrik Wolff, 2016. "Climate Amenities, Climate Change, and American Quality of Life," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(1), pages 205-246.
    19. Martina Bozzola & Emanuele Massetti & Robert Mendelsohn & Fabian Capitanio, 2018. "A Ricardian analysis of the impact of climate change on Italian agriculture," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 45(1), pages 57-79.
    20. Allison Borchers & Jennifer Ifft & Todd Kuethe, 2014. "Linking the Price of Agricultural Land to Use Values and Amenities," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(5), pages 1307-1320.
    21. Andrew J. Plantinga & Douglas J. Miller, 2001. "Agricultural Land Values and the Value of Rights to Future Land Development," Land Economics, University of Wisconsin Press, vol. 77(1), pages 56-67.
    22. Michael J. Roberts & Barrett Kirwan & Jeffrey Hopkins, 2003. "The Incidence of Government Program Payments on Agricultural Land Rents: The Challenges of Identification," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(3), pages 762-769.
    23. 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.
    24. Kaufmann, Robert K., 1998. "The impact of climate change on US agriculture: a response to Mendelssohn et al. (1994)," Ecological Economics, Elsevier, vol. 26(2), pages 113-119, August.
    25. 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.
    26. Maximilian Auffhammer & Solomon M. Hsiang & Wolfram Schlenker & Adam Sobel, 2013. "Using Weather Data and Climate Model Output in Economic Analyses of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(2), pages 181-198, July.
    27. Flanders, Archie & White, Fred C. & Escalante, Cesar L., 2004. "Equilibrium of Land Values from Agricultural and General Economic Factors for Cropland and Pasture Capitalization in Georgia," Journal of Agribusiness, Agricultural Economics Association of Georgia, vol. 22(1), pages 1-12.
    28. Capozza, Dennis R. & Helsley, Robert W., 1989. "The fundamentals of land prices and urban growth," Journal of Urban Economics, Elsevier, vol. 26(3), pages 295-306, November.
    29. Cline, William R, 1996. "The Impact of Global Warming on Agriculture: Comment," American Economic Review, American Economic Association, vol. 86(5), pages 1309-1311, December.
    30. Ian W. Hardie & Tulika A. Narayan & Bruce L. Gardner, 2001. "The Joint Influence of Agricultural and Nonfarm Factors on Real Estate Values: An Application to the Mid-Atlantic Region," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(1), pages 120-132.
    31. Kurukulasuriya, Pradeep & Mendelsohn, Robert, 2008. "A Ricardian analysis of the impact of climate change on African cropland," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 2(1), pages 1-23, March.
    32. Plantinga, Andrew J. & Lubowski, Ruben N. & Stavins, Robert N., 2002. "The effects of potential land development on agricultural land prices," Journal of Urban Economics, Elsevier, vol. 52(3), pages 561-581, November.
    33. Severen, Christopher & Costello, Christopher & Deschênes, Olivier, 2018. "A Forward-Looking Ricardian Approach: Do land markets capitalize climate change forecasts?," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 235-254.
    34. Bastian, Chris T. & McLeod, Donald M. & Germino, Matthew J. & Reiners, William A. & Blasko, Benedict J., 2002. "Environmental amenities and agricultural land values: a hedonic model using geographic information systems data," Ecological Economics, Elsevier, vol. 40(3), pages 337-349, March.
    35. Olivier Deschênes & Michael Greenstone, 2012. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather: Reply," American Economic Review, American Economic Association, vol. 102(7), pages 3761-3773, December.
    36. Nathan P. Hendricks, 2018. "Potential Benefits from Innovations to Reduce Heat and Water Stress in Agriculture," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(3), pages 545-576.
    37. Burns, Christopher & Key, Nigel & Tulman, Sarah & Borchers, Allison & Weber, Jeremy, 2018. "Farmland Values, Land Ownership, and Returns to Farmland, 2000-2016," Economic Research Report 276249, United States Department of Agriculture, Economic Research Service.
    38. Barrett E. Kirwan, 2009. "The Incidence of U.S. Agricultural Subsidies on Farmland Rental Rates," Journal of Political Economy, University of Chicago Press, vol. 117(1), pages 138-164, February.
    39. Roy Darwin, 1999. "The Impact of Global Warming on Agriculture: A Ricardian Analysis: Comment," American Economic Review, American Economic Association, vol. 89(4), pages 1049-1052, September.
    40. Nickerson, Cynthia & Ebel, Robert & Borchers, Allison & Carriazo, Fernando, 2011. "Major Uses of Land in the United States, 2007," Economic Information Bulletin 291937, United States Department of Agriculture, Economic Research Service.
    41. Charles H. Barnard & Gerald Whittaker & David Westenbarger & Mary Ahearn, 1997. "Evidence of Capitalization of Direct Government Payments into U.S. Cropland Values," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(5), pages 1642-1650.
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