Marshall Lloyd

Prediction of Short-Term Ultrafine Particle Exposures Using Real-Time Street-Level Images Paired with Air Quality Measurements

Junshi Xu, Mingqian Zhang, Arman Ganji et al. · Environmental Science & Technology · 2022 · 36 citations

Design, calibration, and testing of a mobile sensor system for air pollution and built environment data collection: The urban scanner platform

Arman Ganji, Omid Youssefi, Junshi Xu et al. · Environmental Pollution · 2022 · 33 citations

Pollution Detection, Environmental Monitoring, Engineering +14

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 · 32 citations · Full text

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 · 28 citations

Airborne Nanoparticle Concentrations Are Associated with Increased Mortality Risk in Canada’s Two Largest Cities

Marshall Lloyd, Toyib Olaniyan, Arman Ganji et al. · American Journal of Respiratory and Critical Care Medicine · 2024 · 18 citations · Full text