Daily weather data: original vs knock-off Any study that focuses on nonlinear temperature effects requires precise estimates of the exact temperature distribution. 13 To assign daily weather observations to an airport or zip code, we use the grid cell in which the zip code centroid is located. This dataset recalibrates the reanalysis data by the National Centers of Environmental Prediction (NCEP) to match monthly CRU averages. Missirian and Schlenker … weather on health outcomes, Schlenker and Roberts 2009, Burke and Emerick 2016, and Wang et al. (W. Schlenker). For each county, we construct daily average temperature, daily total rainfall, and daily mean relative humidity by averaging over the corresponding weather grid points. 0 354 0 obj <>stream Search for more papers by this author ... We summarize recent statistical analyses that link agricultural yields to weather fluctuations. Briefly, it derives the nonlinear degree days variables on a high resolution 2.5 x 2.5 mile grid keeping the set of weather stations used in the extrapolation constant over time, thereby ensuring that fluc- Saturday, April 12, 2014. endstream endobj startxref Wolfram Schlenker Environmental Economics. Data for three weather variables: daily maximum temperature (T max) in °C, daily minimum temperature (T min) in °C and daily precipitation (Precip) in mm were collected for the period of interest for three weather stations within the county from the Global Historical Climate Network (GHCN) daily database (Menne et al., 2012) using the Climate Data online portal of the National … Using Weather Data and Climate Model Output in Economic Analyses of Climate Change by Maximilian Auffhammer & Solomon M. Hsiang & Wolfram Schlenker & Adam Sobel Introduction to "Agricultural Productivity and Producer Behavior" Review of Environmental Economics and Policy, Vol. We thank Charlie Kolstad, four referees and Suzanne Leonard for very helpful comments. "Using Weather Data and Climate Model Output in Economic Analyses of Climate Change." networks and data sources ingested by the PRISM Climate Group. Using Weather Data and Climate Model Output in Economic Analyses of Climate Change. ... we bravely applied them to the daily weather data at the stations to get daily data at the PRISM cells (for more detail, see the paper). The absence of data is most pronounced over poor regions with governments that do not prioritize weather data collection and regions with few inhabitants, such as deserts or over oceans. 12 There is reasonable consensus in the environmental economics literature that such reanalysis data is preferred when estimating marginal effects of weather (Schlenker, Lobell, 2010, Auffhammer, Hsiang, Schlenker… 6.1.1 Information provided by the seller about the properties of the delivery item corresponds to the results of his measurements, calculations, and data, e.g. Auffhammer, M., and S.M. Using Weather Data and Climate Model Output in Economic Analyses of Climate Change Maximilian Auffhammer, Solomon M. Hsiang, Wolfram Schlenker, and Adam Sobel NBER Working Paper No. R-square of various model specifications excluding all flagged yields: for each crop we run four model specifications (model 1–4) using two different data sources (CRU 2.1 and NCC) and averaging weather over entire country of only crop growing area. Using Weather Data and Climate Model Output in Economic Analyses of Climate Change. Our weather data comes from Schlenker and Roberts (2009), which provides minimum and maximum temperature as well as total precipitation at a daily frequency on a 2.5 × 2.5 mile grid for the entire US. Instead, this column uses prices of financial products whose payouts are tied to future weather outcomes in the US. 2017 for evidence on productivity) and demonstrate that many of the Economists are increasingly using weather data and climate model output in analyses of the economic impacts of climate change. 5 (2010) 014010 W Schlenker and D B Lobell Figure 1. In addition to working papers, the NBER disseminates affiliates’ latest findings through a range of free periodicals — the NBER Reporter, the NBER Digest, the Bulletin on Retirement and Disability, and the Bulletin on Health — as well as online conference reports, video lectures, and interviews. "Using Weather Data and Climate Model Output in Economic Analyses of Climate Change," Review of Environmental Economics and Policy, vol 7(2), pages 181-198. citation courtesy of. Using Weather Data and Climate Model Output in Economic Analyses of Climate Change, The 2020 Martin Feldstein Lecture: Journey Across a Century of Women, Summer Institute 2020 Methods Lectures: Differential Privacy for Economists, The Bulletin on Retirement and Disability, Productivity, Innovation, and Entrepreneurship, Conference on Econometrics and Mathematical Economics, Conference on Research in Income and Wealth, Improving Health Outcomes for an Aging Population, Measuring the Clinical and Economic Outcomes Associated with Delivery Systems, Retirement and Disability Research Center, The Roybal Center for Behavior Change in Health, Training Program in Aging and Health Economics, Transportation Economics in the 21st Century. The new weather data include the length of time each crop is exposed to each one-degree Celsisus temperature interval in each day, summed across all days of the growing season, all estimated for the specific locations … M. Auffhammer & S. m. Hsiang & W. 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