Potential of machine learning for prediction of traffic related air pollution
Land use regression (LUR) has been extensively used to capture the spatial distribution of
air pollution. However, regional background and non-linear relationships can be …
air pollution. However, regional background and non-linear relationships can be …
[HTML][HTML] Review of black carbon emission factors from different anthropogenic sources
T Rönkkö, S Saarikoski, N Kuittinen… - Environmental …, 2023 - iopscience.iop.org
Particulate black carbon (BC) affects global warming by absorbing the solar radiation, by
affecting cloud formation, and by decreasing ground albedo when deposited to snow or ice …
affecting cloud formation, and by decreasing ground albedo when deposited to snow or ice …
Determination of black carbon, PM2. 5, particle number and NOx emission factors from roadside measurements and their implications for emission inventory …
The road transportation sector contributes largely to air pollution in urban areas, why the
knowledge of accurate vehicle emission factors (EF) is crucial to prepare reliable emission …
knowledge of accurate vehicle emission factors (EF) is crucial to prepare reliable emission …
Effects of roadside green infrastructure on particle exposure: A focus on cyclists and pedestrians on pathways between urban roads and vegetative barriers
Roadside green infrastructure (GI) has attracted worldwide attention for its potentials to
alleviate local air pollution. However, previous studies have not clearly characterized the …
alleviate local air pollution. However, previous studies have not clearly characterized the …
Impact of real-world traffic and super-emitters on vehicular emissions under inter-city driving conditions in Maharashtra, India
Motor vehicles emit particles and other gaseous pollutants that adversely affect human
health and the climate. This study investigates the impact of traffic characteristics on …
health and the climate. This study investigates the impact of traffic characteristics on …
Determination of heavy-duty vehicle emission factors from highway tunnel measurements in India: Laboratory vs. real-world study
This study develops the real-world heavy-duty vehicle (HDV) emission factors (EFs) for
regulated and unregulated pollutants from highway tunnel measurements─ a first in India …
regulated and unregulated pollutants from highway tunnel measurements─ a first in India …
Characterizing spatiotemporal distributions of black carbon and PM2. 5 at a toll station: Observations on manual and electronic toll collection lanes
Toll stations are traffic-related pollution hotspots, but the contribution of various factors to
pollutant distributions has not been clearly recognized. This study conducted a field …
pollutant distributions has not been clearly recognized. This study conducted a field …
[HTML][HTML] Emissions reduction of greenhouse gases, ozone precursors, aerosols and acidifying gases from road transportation during the COVID-19 lockdown in …
Y Camargo-Caicedo, LC Mantilla-Romo… - Applied Sciences, 2021 - mdpi.com
The aim of this work was to analyze the changes in the emissions from the transport sector
during the COVID-19 lockdown in Colombia. We compared estimated emissions from road …
during the COVID-19 lockdown in Colombia. We compared estimated emissions from road …
[HTML][HTML] The impact of route choice on active commuters' exposure to air pollution: a systematic review
M Rafiepourgatabi, A Woodward… - … in Sustainable Cities, 2021 - frontiersin.org
As air pollution varies significantly in both space and time, commuter exposure may differ
considerably depending on the route taken between home to work. This is especially the …
considerably depending on the route taken between home to work. This is especially the …
Development of a land use regression model for black carbon using mobile monitoring data and its application to pollution-avoiding routing
A Van den Hove, J Verwaeren… - Environmental …, 2020 - Elsevier
Black carbon is often used as an indicator for combustion-related air pollution. In urban
environments, on-road black carbon concentrations have a large spatial variability …
environments, on-road black carbon concentrations have a large spatial variability …