J
Julian D. Marshall
Researcher at University of Washington
Publications - 229
Citations - 13935
Julian D. Marshall is an academic researcher from University of Washington. The author has contributed to research in topics: Population & Air quality index. The author has an hindex of 57, co-authored 206 publications receiving 10104 citations. Previous affiliations of Julian D. Marshall include University of British Columbia & University of North Carolina at Chapel Hill.
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Journal ArticleDOI
Blue Skies Bluer
TL;DR: If a goal of air policy is to achieve the greatest health improvement per unit of PM2.5 reduction, the optimal policy might call for greater emission reductions in already-clean locales-making "blue skies bluer"-which may be at odds with environmental equity goals.
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Personal exposure to particulate matter in peri-urban India: predictors and association with ambient concentration at residence
Margaux Sanchez,Carles Milà,V. Sreekanth,Kalpana Balakrishnan,Sankar Sambandam,Mark J. Nieuwenhuijsen,Sanjay Kinra,Julian D. Marshall,Cathryn Tonne +8 more
TL;DR: The results demonstrate the feasibility of predicting personal exposure in support of epidemiological studies investigating long-term particulate matter exposure in settings characterized by solid fuel use and high occupational exposure to particles.
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Life cycle air quality impacts on human health from potential switchgrass production in the United States
TL;DR: In this article, the authors considered the life cycle monetized damages to human health from air pollution in switchgrass production and showed that switching to urea ammonium nitrate solution can reduce the damages to 2 to 329 $ Mg−1 (mean: 28).
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Toward Stable, General Machine-Learned Models of the Atmospheric Chemical System
TL;DR: The approach is novel in that it uses a recurrent training regime that results in extended (>1 week) simulations without exponential error accumulation and can reversibly compress the number of modeled chemical species by >80% without further decreasing accuracy.
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Comparison of Mobile and Fixed-Site Black Carbon Measurements for High-Resolution Urban Pollution Mapping.
Sarah Chambliss,Chelsea V. Preble,Chelsea V. Preble,Julien J. Caubel,Julien J. Caubel,Troy E. Cados,Troy E. Cados,Kyle P. Messier,Kyle P. Messier,Ramón A. Alvarez,Brian W. LaFranchi,Melissa M. Lunden,Julian D. Marshall,Adam A. Szpiro,Thomas W. Kirchstetter,Thomas W. Kirchstetter,Joshua S. Apte,Joshua S. Apte +17 more
TL;DR: Evaluating the capabilities of mobile monitoring in representing time-stable spatial patterns by comparing against a large set of continuous fixed-site measurements from a sampling campaign in West Oakland, California shows a loss of spatial fidelity at spatial aggregations greater than 100 m.