TAMMA CARLETON
WORKING PAPERS
Parameter recovery with remotely sensed variables
Proctor*, J., T. Carleton*, and S. Sum* (under review)
January, 2023
(*indicates equal contribution; author order randomized)
Air quality improvements contribute to declining suicide rates in China
Zhang*, P., T. Carleton*, L. Lin, and M. Zhou (revise & resubmit)
May, 2023
(*indicates equal contribution)
Machine learning and remote sensing reveal water savings potentials in California agriculture
Boser, P., K. Caylor, A. Larsen, M. Pascolini-Campbell, J.T. Reager, and T. Carleton (under review)
May, 2023
Estimating global impacts to agriculture from climate change accounting for adaptation
Hultgren, A., T. Carleton, M. Delgado, D. Gergel, M. Greenstone, T. Houser, S. Hsiang, A. Jina, R.E. Kopp, K.E. McCusker, T. Mayer, I. Nath, J. Rising. A. Rode, J. Yuan (revise & resubmit)
September, 2022
Labor disutility in a warmer world: the impact of climate change on the global workforce
Rode, A., R. Baker, T. Carleton, A. D'Agostino, M. Delgado, T. Foreman, D. Gergel, M. Greenstone, T. Houser, S. Hsiang, A. Hultgren, A. Jina, R.E. Kopp, S.B. Malevich, K.E. McCusker, I. Nath, M. Pecenco, J. Rising, J. Yuan SSRN Working Paper
September, 2022
PEER REVIEWED PUBLICATIONS
Updating the United States Government's Social Cost of Carbon
Carleton, T. and M. Greenstone, Review of Environmental Economics and Policy
July 19, 2022
Selected coverage: National Geographic, Science, Wired, Politico, Washington Post, ClimateWire
Carleton, T., A.S. Jina, M. Delgado, M. Greenstone, T. Houser, S.M. Hsiang, A. Hultgren, R.E. Kopp,
K. McCusker, I. Nath, and J. Rising
Quarterly Journal of Economics
April 21, 2022
Selected coverage: The Guardian, Nature Climate Change
Estimating a social cost of carbon for global energy consumption
Rode, A., T. Carleton, M. Delgado, M. Greenstone, T. Houser, S. Hsiang, A. Hultgren, A. Jina, R. Kopp, K. McCusker, and I. Nath, Nature
Oct 13, 2021
A generalizable and accessible approach to machine learning with global satellite imagery
Rolf*, E., J. Proctor*, T. Carleton*, I. Bolliger*, V. Shankhar*, M. Ishihara, B. Recht, and S.M. Hsiang,
Nature Communications
(* indicates equal contribution)
July 20, 2021
Selected coverage: LifeWire, Berkeley News, Science Daily
Global evidence for ultraviolet radiation decreasing COVID-19 growth rates
Carleton, T., J. Cornetet, P. Huybers, K. Meng, and J. Proctor, PNAS (2020)
Dec 15, 2020
Selected coverage: The Atlantic. Blog post: emLab.
Regional crop diversity and weather shocks in India
Auffhammer, M. and T. Carleton, Asian Development Review (2018)
Sep. 4, 2018
Carleton, T., PNAS (2017)
Dec 29, 2017
Crop-damaging temperatures increase suicide rates in India
Carleton, T., PNAS (2017)
Selected coverage: AP, NY Times, Washington Post, The Guardian, National Geographic, Harper's Magazine, Newsweek, The Wire, Indian Express, Deccan Herald, Thrive Global
July 31, 2017
Social and economic impacts of climate
Carleton, T. and S.M. Hsiang, Science (2016)
Coverage: Bloomberg, Xinhua, ClimateWire, NPR, Quartz, Chile Sustentable, Vvox, Guinee28, Afrique Expansion, East Online
Sep 8, 2016
Conflict in a changing climate
Carleton, T., S.M. Hsiang, and M. Burke, European Physical Journal Special Topics (2016).
Jun 7, 2016
CONFERENCE PAPERS
Ground control to Major Tom: The importance of field surveys in remotely sensed data analysis
Bolliger, I., T. Carleton, S.M Hsiang, J. Kadish, J. Proctor, B. Recht, E. Rolf, and V. Shankar Conference Proceedings, Data for Good Exchange (2017)
Oct 25, 2017