Extending the spatial scale of land use regression models for ambient ultrafine particles using satellite images and deep convolutional neural networks KY Hong, PO Pinheiro, L Minet, M Hatzopoulou, S Weichenthal Environmental research 176, 108513, 2019 | 24 | 2019 |
Seasonal ambient particulate matter and population health outcomes among communities impacted by road dust in British Columbia, Canada KY Hong, GH King, A Saraswat, SB Henderson Journal of the Air & Waste Management Association 67 (9), 986-999, 2017 | 21 | 2017 |
Predicting within-city spatial variations in outdoor ultrafine particle and black carbon concentrations in Bucaramanga, Colombia: a hybrid approach using open-source geographic … M Lloyd, E Carter, FG Diaz, KT Magara-Gomez, KY Hong, J Baumgartner, ... Environmental Science & Technology 55 (18), 12483-12492, 2021 | 19 | 2021 |
An integrated, modular approach to data science education in microbiology KA Dill-McFarland, SG König, F Mazel, DC Oliver, LM McEwen, KY Hong, ... PLoS computational biology 17 (2), e1008661, 2021 | 15 | 2021 |
Predicting outdoor ultrafine particle number concentrations, particle size, and noise using street-level images and audio data KY Hong, PO Pinheiro, S Weichenthal Environment International 144, 106044, 2020 | 15 | 2020 |
Systematic identification and prioritization of communities impacted by residential woodsmoke in British Columbia, Canada KY Hong, S Weichenthal, A Saraswat, GH King, SB Henderson, M Brauer Environmental Pollution 220, 797-806, 2017 | 13 | 2017 |
Predicting spatial variations in annual average outdoor ultrafine particle concentrations in Montreal and Toronto, Canada: Integrating land use regression and deep learning models M Lloyd, A Ganji, J Xu, A Venuta, L Simon, M Zhang, M Saeedi, ... Environment International 178, 108106, 2023 | 11 | 2023 |
Urban greenness extracted from pedestrian video and its relationship with surrounding air temperatures KY Hong, PK Tsin, M van den Bosch, M Brauer, SB Henderson Urban Forestry & Urban Greening 38, 280-285, 2019 | 11 | 2019 |
VM Herrera G, and S. Weichenthal. 2021.“Predicting within-city spatial variations in outdoor ultrafine particle and black carbon concentrations in Bucaramanga, Colombia: A … M Lloyd, E Carter, FG Diaz, KT Magara-Gomez, KY Hong, J Baumgartner Environ. Sci. Technol 55, 12483-12492, 0 | 9 | |
Personal mobility choices and disparities in carbon emissions A Wang, S Weichenthal, M Lloyd, K Hong, S Saxe, M Hatzopoulou Environmental Science & Technology 57 (23), 8548-8558, 2023 | 6 | 2023 |
Combining citizen science and deep learning for large-scale estimation of outdoor nitrogen dioxide concentrations S Weichenthal, E Dons, KY Hong, PO Pinheiro, FJR Meysman Environmental Research 196, 110389, 2021 | 6 | 2021 |
Snowfall, temperature, and the risk of death from myocardial infarction: a case-crossover study WQ Gan, SB Henderson, G Mckee, W Yuchi, KE McLean, KY Hong, ... American Journal of Epidemiology 189 (8), 832-840, 2020 | 5 | 2020 |
Learning global variations in outdoor PM2. 5 concentrations with satellite images KY Hong, PO Pinheiro, S Weichenthal International Conference on Machine Learning AI for Social Good Workshop …, 2019 | 2 | 2019 |
It takes a village: Big data and community science to support local action on residential woodsmoke SB Henderson, M Wagstaff, K Hong, N Paul, M Brauer ISEE Conference Abstracts 2024 (1), 2024 | | 2024 |
Combined Deep Learning and Land Use Regression Models for Ultrafine Particles and Black Carbon in Montreal and Toronto, Canada M Lloyd, J Xu, A Ganji, A Ventura, L Simon, M Zhang, S Yamanouchi, ... ISEE Conference Abstracts 2022 (1), 2022 | | 2022 |
The Design, Calibration, and Evaluation of a Mobile Sensor System for Air Pollution Measurement and Prediction in Urban Areas A Ganji, J Xu, M Zhang, M Lloyd, A Wang, A Ventura, L Simon, ... ISEE Conference Abstracts 2022 (1), 2022 | | 2022 |
Predicting Within-City Variations in Ultrafine Particle and Black Carbon Concentrations in Bucaramanga, Columbia Using Open Source Data and Images M Lloyd, E Carter, FG Diaz, KT Magara Gomez, KY Hong, J Baumgartner, ... ISEE Conference Abstracts 2021 (1), 2021 | | 2021 |
Predicting High-resolution Spatial and Temporal Variations in Summer air Temperatures and its Effect on Asthma and Myocardial Infarctions in Montreal, Canada T Onookome-Okome McGill University (Canada), 2021 | | 2021 |