Papers

Here is a select list of publications and manuscripts. Please see my Google Scholar page for my full list of peer-reviewed work.

Ellen Considine, Rachel Nethery (2025). A Spatiotemporal, Quasi-experimental Causal Inference Approach to Characterize the Effects of Global Plastic Waste Export and Burning on Air Quality Using Remotely Sensed Data.
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Ellen Considine, Rachel Nethery, Greg Wellenius, Francesca Dominici, Mauricio Tec (2025). Optimizing Heat Alert Issuance with Reinforcement Learning. Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25), AI for Social Impact Track.
PDF Code Poster Slides
Colleen Reid, Ellen Considine, Greg Watson, Donatello Telesca, Gabriele Pfister, Michael Jerrett (2023). Effect modification of the association between fine particulate air pollution during a wildfire event and respiratory health by area-level measures of socio-economic status, race/ethnicity, and smoking prevalence. Environmental Research: Health.
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Ellen Considine, Jiayuan Hao, Priyanka DeSouza, Danielle Braun, Colleen Reid, Rachel Nethery (2023). Evaluation of Model-Based PM2.5 Estimates for Exposure Assessment during Wildfire Smoke Episodes in the Western U.S.. Environmental Science & Technology.
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Ellen Considine, Danielle Braun, Leila Kamareddine, Rachel Nethery, Priyanka DeSouza (2023). Investigating Use of Low-Cost Sensors to Increase Accuracy and Equity of Real-Time Air Quality Information. Environmental Science & Technology.
PDF Code Slides
Colleen Reid, Ellen Considine, Melissa Maestas, Gina Li (2021). Daily PM2.5 concentration estimates by county, ZIP code, and census tract in 11 western states 2008–2018. Scientific Data.
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Ellen Considine, Colleen Reid, Michael Ogletree, Timothy Dye (2021). Improving accuracy of air pollution exposure measurements: Statistical correction of a municipal low-cost airborne particulate matter sensor network. Environmental Pollution.
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Colleen Reid, Ellen Considine, Greg Watson, Donatello Telesca, Gabriele Pfister, Michael Jerrett (2019). Associations between respiratory health and ozone and fine particulate matter during a wildfire event. Environment International.
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