Kris Y. Hong

Predicting spatial variations in annual average outdoor ultrafine particle concentrations in Montreal and Toronto, Canada: Integrating land use regression and deep learning models

Marshall Lloyd, Arman Ganji, Junshi Xu et al. · Environment International · 2023 · 39 citations · Full text

Public Health, Environmental Sciences, Urban Health +17

Extending the spatial scale of land use regression models for ambient ultrafine particles using satellite images and deep convolutional neural networks

Kris Y. Hong, Pedro O. Pinheiro, Laura Minet et al. · Environmental Research · 2019 · 31 citations

Natural Sciences, Earth Sciences, Geoinformatics +17

Predicting Within-City Spatial Variations in Outdoor Ultrafine Particle and Black Carbon Concentrations in Bucaramanga, Colombia: A Hybrid Approach Using Open-Source Geographic Data and Digital Images

Marshall Lloyd, Ellison Carter, Florencio Guzman Diaz et al. · Environmental Science & Technology · 2021 · 30 citations

Public Health, Environmental Sciences, Urban Health +17

Predicting outdoor ultrafine particle number concentrations, particle size, and noise using street-level images and audio data

Kris Y. Hong, Pedro O. Pinheiro, Scott Weichenthal · Environment International · 2020 · 25 citations · Full text

Public Health, Environmental Sciences, Health Sciences +17

Personal Mobility Choices and Disparities in Carbon Emissions

An Wang, Scott Weichenthal, Marshall Lloyd et al. · Environmental Science & Technology · 2023 · 22 citations · Full text

Public Health, Urban Planning, Urban Studies +17