Faculty profile
Meredith Franklin
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Research
Latest papers
Deployment-related respiratory health: bridging the gap between clinical and epidemiological associations and disease mechanisms: an official American Thoracic Society Workshop Report.
Annals of the American Thoracic Society · 2026
Exposures to combustion sources near military operations in Iraq and Afghanistan using satellite observations.
Journal of exposure science & environmental epidemiology · 2026 · first author
Modeling community hydrogen sulfide exposure in an urban industrial area during routine and extreme events.
Environmental pollution (Barking, Essex : 1987) · 2026 · first author
Latest funding
- $51,200
Advancing Machine Learning Approaches for Environmental Modeling
NSERC · 2024 · Principal investigator
24 publications.
Deployment-related respiratory health: bridging the gap between clinical and epidemiological associations and disease mechanisms: an official American Thoracic Society Workshop Report.
Richmond BW, Alahmad B, Baird CP, Blanc PD, Ciminera P, Falvo MJ, Fan VS, Franklin M, Gutor SS, Hart JE, Hines SE, Hoisington AJ, Jaspers I, Jones KD, Kheradmand F, Krefft SD, Lewin-Smith MR, Maccarone JR, Osterholzer JJ, Polosukhin VV, Rabin AS, Redlich CA, Rose C, Savitz DA, Saers J, Sotolongo AM, Surolia R, Woskie SR, Zell-Baran L, Garshick E, American Thoracic Society Assembly on Environmental, Occupational and Population Health
Exposures to combustion sources near military operations in Iraq and Afghanistan using satellite observations.
Franklin M, Yin X, Korpak A, Blanc PD, Koutrakis P, Garshick E
Modeling community hydrogen sulfide exposure in an urban industrial area during routine and extreme events.
Franklin M, Wu JY, Ruiz B, Johnston J, Quist AJL
Source Contributions to Air Pollution in the Permian Basin: Evaluating Emissions from Unconventional Oil and Gas Activities.
Franklin M, Schade G, Caputi D, Cushing LJ, Daly RW, Greenberg G, Helmig D, Hueber J, Johnston JE, Potter KE, Stahli M, Wu JY
Characterizing spatiotemporal trends in PM2.5 component exposures across the western United States using daily 1-km estimates from multi-source data and deep learning.
He Q, Li M, Hotz J, Xu Z, Franklin M, Berrocal VJ, Wu J
Reimagining urban air-quality governance: A systems-thinking framework.
Gujral H, Damani O, Agarwal A, Becker C, Franklin M, Kramarz T, Sutaria R, Dey S, Easterbrook S
Cross-sectional evaluation of exposure to ozone, nitrogen dioxide, and particulate mass levels on circulating immune markers in women in the California Teachers Study.
Cauble EL, Kleeman MJ, Zhao Y, Franklin M, Yao M, Spielfogel ES, Benmarhnia T, Lacey JV, Elkind MSV, Zhao J, Magpantay L, Martinez-Maza O, Wang SS, Epeldegui M
Assessing Source Contributions to Air Quality and Noise in Unconventional Oil Shale Plays.
Franklin M, Schade G, Helmig D, Cushing L, Johnston J
Knowledge-informed deep learning to mitigate bias in joint air pollutant prediction.
Li L, Khalili R, Lurmann F, Pavlovic N, Wu J, Xu Y, Liu Y, O'Sharkey K, Ritz B, Oman L, Franklin M, Bastain T, Farzan SF, Breton C, Habre R
Online Health-Seeking Behaviors and Information Needs Among Patients With Lymphoma in China: Study of Regional and Temporal Trends.
Ning K, Gu H, Franklin M, Yang X, Wei R, Song Z, Xu H, Leng LL, Liu M, Dai J, Zhang J, Zeng R, Hou Y, Wang R, Liu Z, Huang C, Cai R, Liu H, Xia LC
Advancing Machine Learning Approaches for Environmental Modeling
Principal investigators: Franklin, Meredith
Keywords: environmental modeling; exposure estimation; air quality; machine learning; spatial statistics; uncertainty quantification; environmental health; atmospheric science; climate
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Nazeem Muhajarine and Marsha Campbell-Yeo: 1 shared paper
- Nazeem Muhajarine and Anick Bérard: 1 shared paper
- Nazeem Muhajarine and Meredith Franklin: 1 shared paper
- Marsha Campbell-Yeo and Anick Bérard: 1 shared paper
- Marsha Campbell-Yeo and Meredith Franklin: 1 shared paper
- Anick Bérard and Meredith Franklin: 1 shared paper
- Laura Minet and Meredith Franklin: 1 shared paper
- Statistical Sciences and School of the Environment
- Civil Engineering
- Pediatrics
- Community Health and Epidemiology
- Other
Co-authors at University of Toronto, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
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