Tamma Carleton
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View article: Monitoring Maize Yield Variability over Space and Time with Unsupervised Satellite Imagery Features
Monitoring Maize Yield Variability over Space and Time with Unsupervised Satellite Imagery Features Open
Recent innovations in task-agnostic imagery featurization have lowered the computational costs of using machine learning to predict ground conditions from satellite imagery. These methods hold particular promise for the development of imag…
View article: Health losses attributed to anthropogenic climate change
Health losses attributed to anthropogenic climate change Open
Over the last decade, attribution science has shown that climate change is responsible for substantial death, disability and illness. However, health impact attribution studies have focused disproportionately on populations in high-income …
View article: Impacts of climate change on global agriculture accounting for adaptation
Impacts of climate change on global agriculture accounting for adaptation Open
Climate change threatens global food systems1, but the extent to which adaptation will reduce losses remains unknown and controversial2. Even within the well-studied context of US agriculture, some analyses argue that adaptation will be wi…
View article: Quantifying the global climate feedback from energy-based adaptation
Quantifying the global climate feedback from energy-based adaptation Open
Many behavioral responses to climate change are carbon-intensive, raising concerns that adaptation may cause additional warming. The sign and magnitude of this feedback depend on how increased emissions from cooling balance against reduced…
View article: Health losses attributed to anthropogenic climate change
Health losses attributed to anthropogenic climate change Open
Over the last decade, health impact attribution studies have shown that climate change is a present-day public health emergency, with substantial impacts felt through death, disability, and illness, equivalent to financial losses on the or…
View article: Designing and describing climate change impact attribution studies: a guide to common approaches
Designing and describing climate change impact attribution studies: a guide to common approaches Open
Impact attribution is an emerging transdisciplinary sub-discipline of detection and attribution, focused on the social, economic, and ecological impacts of climate change. Here, we provide an overview of common end-to-end frameworks in imp…
View article: Weekly county-level pollution data for China from Zhang, Carleton, Lin, and Zhou (accepted, Nature Sustainability), "Estimating the role of air quality improvements in the decline of suicide rates in China"
Weekly county-level pollution data for China from Zhang, Carleton, Lin, and Zhou (accepted, Nature Sustainability), "Estimating the role of air quality improvements in the decline of suicide rates in China" Open
This dataset contains weekly, county-level air pollution data for 2,839 counties from 2013 to early 2018. These data are used and described in Zhang, Carleton, Lin, and Zhou (accepted, Nature Sustainability), "Estimating the role of air qu…
View article: Weekly county-level pollution data for China from Zhang, Carleton, Lin, and Zhou (accepted, Nature Sustainability), "Estimating the role of air quality improvements in the decline of suicide rates in China"
Weekly county-level pollution data for China from Zhang, Carleton, Lin, and Zhou (accepted, Nature Sustainability), "Estimating the role of air quality improvements in the decline of suicide rates in China" Open
This dataset contains weekly, county-level air pollution data for 2,839 counties from 2013 to early 2018. These data are used and described in Zhang, Carleton, Lin, and Zhou (accepted, Nature Sustainability), "Estimating the role of air qu…
View article: The historical fingerprint and future impact of climate change on childhood malaria in Africa
The historical fingerprint and future impact of climate change on childhood malaria in Africa Open
Health-related risks from climate change are growing exponentially 1 , but direct attribution of health outcomes to human influence on the climate remains challenging 2,3 . Here, we leverage a comprehensive dataset of 50,425 population sur…
View article: Replication data for Carleton et al. (Quarterly Journal of Economics, 2022), "Valuing the mortality consequences of climate change accounting for adaptation costs and benefits"
Replication data for Carleton et al. (Quarterly Journal of Economics, 2022), "Valuing the mortality consequences of climate change accounting for adaptation costs and benefits" Open
This repository contains replication data for Carleton et al. (Quarterly Journal of Economics, 2022), "Valuing the mortality consequences of climate change accounting for adaptation costs and benefits". All non-confidential data inputs are…
View article: Replication data for Carleton et al. (Quarterly Journal of Economics, 2022), "Valuing the mortality consequences of climate change accounting for adaptation costs and benefits"
Replication data for Carleton et al. (Quarterly Journal of Economics, 2022), "Valuing the mortality consequences of climate change accounting for adaptation costs and benefits" Open
This repository contains replication data for Carleton et al. (Quarterly Journal of Economics, 2022), "Valuing the mortality consequences of climate change accounting for adaptation costs and benefits". All non-confidential data inputs are…
View article: Valuing the Global Mortality Consequences of Climate Change Accounting for Adaptation Costs and Benefits
Valuing the Global Mortality Consequences of Climate Change Accounting for Adaptation Costs and Benefits Open
Using 40 countries’ subnational data, we estimate age-specific mortality-temperature relationships and extrapolate them to countries without data today and into a future with climate change. We uncover a U-shaped relationship where extre6m…
View article: Replication Data for: 'Valuing the Global Mortality Consequences of Climate Change Accounting for Adaptation Costs and Benefits'
Replication Data for: 'Valuing the Global Mortality Consequences of Climate Change Accounting for Adaptation Costs and Benefits' Open
The programs replicate tables and figures from "Valuing the Global Mortality Consequences of Climate Change Accounting for Adaptation Costs and Benefits", by Carleton, Jina, Delgado, Greenstone, Houser, Hsiang, Hultgren, Kopp, McCusker, Na…