Advancements in machine learning for spatiotemporal urban on-road traffic-air quality study: a review
Z Du, H Li, S Chen, X Zhang, L Zhang, Y Liu - Atmospheric Environment, 2025 - Elsevier
Urban traffic that is heterogeneous significantly impacts on urban air quality in both temporal
and spatial scale, while traditional dispersion models struggle to assess it at high temporal …
and spatial scale, while traditional dispersion models struggle to assess it at high temporal …
Spatiotemporal prediction of particulate matter concentration based on traffic and meteorological data
Air pollution threatens worldwide human health, ecosystems, and climate change.
Transportation is a major contributor to air pollution. However, the link between …
Transportation is a major contributor to air pollution. However, the link between …
Integrated strategies for road transportation-related multi-pollutant control: A cross-departmental policy mix
Road transportation significantly contributes to air pollution. However, how different air
pollutant concentrations are subject to transportation-related factors and what policymakers …
pollutant concentrations are subject to transportation-related factors and what policymakers …
Towards control strategies of particulate matter concentration in subway platforms: A case study in Bei**g
The particulate matter (PM) concentration in subway platforms greatly affects people's
health. Previous control strategies fail to consider comprehensive factors, or exhibit deficient …
health. Previous control strategies fail to consider comprehensive factors, or exhibit deficient …
Port Congestion and Urban Particulate Matter Concentration: A Machine Learning Based Study
M Su, J Li, Z Su, W Kim - Available at SSRN 4853508 - papers.ssrn.com
Port congestion has become a critical transportation issue that port cities urgently need to
address. More importantly, there has been limited research focusing on the impact of port …
address. More importantly, there has been limited research focusing on the impact of port …
Analysis and Visualization of Hyperlocal Emissions Data in New Delhi and Mumbai
M Anandan, A Mondal - 2023 - researchsquare.com
Deteriorating air quality has an adverse impact on human health and causes irreversible
damage to the environment. On this matter, while existing works focus on investigating …
damage to the environment. On this matter, while existing works focus on investigating …