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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. Linand 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


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 GeographicScience, WiredPoliticoWashington Post, ClimateWire

Valuing the global mortality consequences of climate change accounting for adaptation costs and benefits 

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

Selected coverage: Bloomberg, Gizmodo

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: LifeWireBerkeley 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)

Supplementary Information

Dec 15, 2020 

Selected coverage: The AtlanticBlog post: emLab.

Regional crop diversity and weather shocks in India

Auffhammer, M. and T. CarletonAsian Development Review (2018)

Sep. 4, 2018

Social and economic impacts of climate

Carleton, T. and S.M. Hsiang, Science (2016)

Blog post

Coverage: BloombergXinhuaClimateWireNPRQuartzChile SustentableVvoxGuinee28Afrique ExpansionEast Online

Sep 8, 2016

Conflict in a changing climate

Carleton, T., S.M. Hsiang, and M. Burke, European Physical Journal Special Topics (2016).

Blog post

Jun 7, 2016


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

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