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Using Weather Data and Climate Model Output in Economic Analyses of Climate Change

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  • Maximilian Auffhammer
  • Solomon M. Hsiang
  • Wolfram Schlenker
  • Adam Sobel

Abstract

Economists are increasingly using weather data and climate model output in analyses of the economic impacts of climate change. This article introduces weather data sets and climate models that are frequently used, discusses the most common mistakes economists make in using these products, and identifies ways to avoid these pitfalls. We first provide an introduction to weather data, including a summary of the types of datasets available, and then discuss five common pitfalls that empirical researchers should be aware of when using historical weather data as explanatory variables in econometric applications. We then provide a brief overview of climate models and discuss two common and significant errors often made by economists when climate model output is used to simulate the future impacts of climate change on an economic outcome of interest.

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Bibliographic Info

Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 19087.

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Date of creation: May 2013
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Handle: RePEc:nbr:nberwo:19087

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  1. Kelly, David L. & Kolstad, Charles D. & Mitchell, Glenn T., 2005. "Adjustment costs from environmental change," Journal of Environmental Economics and Management, Elsevier, vol. 50(3), pages 468-495, November.
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  3. Solomon M. Hsiang & Daiju Narita, 2012. "Adaptation To Cyclone Risk: Evidence From The Global Cross-Section," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 3(02), pages 1250011-1-1.
  4. Maximilian Auffhammer & Ryan Kellogg, 2011. "Clearing the Air? The Effects of Gasoline Content Regulation on Air Quality," American Economic Review, American Economic Association, vol. 101(6), pages 2687-2722, October.
  5. Marshall Burke & John Dykema & David Lobell & Edward Miguel & Shanker Satyanath, 2011. "Incorporating Climate Uncertainty into Estimates of Climate Change Impacts, with Applications to U.S. and African Agriculture," NBER Working Papers 17092, National Bureau of Economic Research, Inc.
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Cited by:
  1. Jonathan Colmer, 2013. "Climate Variability, Child Labour and Schooling: Evidence on the Intensive and Extensive Margin," Working Papers 2013.81, Fondazione Eni Enrico Mattei.
  2. Raul Caruso & Ilaria Petrarca & Roberto Ricciuti, 2014. "Climate Change, Rice Crops and Violence. Evidence from Indonesia," CESifo Working Paper Series 4665, CESifo Group Munich.
  3. Jonathan Colmer, 2013. "Climate Variability, Child Labour and Schooling: Evidence on the Intensive and Extensive Margin," Grantham Research Institute on Climate Change and the Environment Working Papers 132, Grantham Research Institute on Climate Change and the Environment.

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