Application of machine learning in atmospheric pollution research: A state-of-art review
Abstract Machine learning (ML) is an artificial intelligence technology that has been used in
atmospheric pollution research due to their powerful fitting ability. In this review, 105 articles …
atmospheric pollution research due to their powerful fitting ability. In this review, 105 articles …
[HTML][HTML] VAR-tree model based spatio-temporal characterization and prediction of O3 concentration in China
H Dai, G Huang, J Wang, H Zeng - Ecotoxicology and environmental safety, 2023 - Elsevier
Ozone (O 3) pollution in the atmosphere is getting worse in many cities. In order to improve
the accuracy of O 3 prediction and obtain the spatial distribution of O 3 concentration over a …
the accuracy of O 3 prediction and obtain the spatial distribution of O 3 concentration over a …
[HTML][HTML] Linking Switzerland's PM and PM oxidative potential (OP) with emission sources
Particulate matter (PM) is the air pollutant that causes the greatest deleterious health effects
across the world, so PM is routinely monitored within air quality networks, usually in respect …
across the world, so PM is routinely monitored within air quality networks, usually in respect …
[HTML][HTML] Source apportionment of atmospheric oxidative potential: synthesis of 15 year-round urban datasets in France
S Weber, G Uzu, O Favez, LJS Borlaza… - Atmospheric …, 2021 - acp.copernicus.org
Reactive oxygen species (ROS) carried or induced by particulate matter (PM) are suspected
of inducing oxidative stress in vivo, leading to adverse health impacts such as respiratory or …
of inducing oxidative stress in vivo, leading to adverse health impacts such as respiratory or …
[HTML][HTML] Nine-year trends of PM sources and oxidative potential in a rural background site in France
LJ Borlaza, S Weber, A Marsal, G Uzu… - Atmospheric …, 2022 - acp.copernicus.org
Long-term monitoring at sites with relatively low particulate pollution could provide an
opportunity to identify changes in pollutant concentration and potential effects of current air …
opportunity to identify changes in pollutant concentration and potential effects of current air …
[HTML][HTML] Discovering oxidative potential (OP) drivers of atmospheric PM10, PM2. 5, and PM1 simultaneously in North-Eastern Spain
M In't Veld, M Pandolfi, F Amato, N Pérez… - Science of the Total …, 2023 - Elsevier
Ambient particulate matter (PM) is a major contributor to air pollution, leading to adverse
health effects on the human population. It has been suggested that the oxidative potential …
health effects on the human population. It has been suggested that the oxidative potential …
[HTML][HTML] Winter brown carbon over six of China's megacities: light absorption, molecular characterization, and improved source apportionment revealed by multilayer …
D Wang, Z Shen, Q Zhang, Y Lei… - Atmospheric …, 2022 - acp.copernicus.org
Brown carbon (BrC) constitutes a large fraction of organic carbon and exhibits strong light
absorption properties, thus affecting the global radiation budget. In this study, we …
absorption properties, thus affecting the global radiation budget. In this study, we …
Impact of biomass burning and non-exhaust vehicle emissions on PM10 levels in a mid-size non-industrial western Iberian city
PM 10 aerosol was measured during one semester, simultaneously, at a roadside (RS) and
an urban background (UB) location in Coimbra, Portugal. On average, the mass …
an urban background (UB) location in Coimbra, Portugal. On average, the mass …
Personal exposure to PM2.5 oxidative potential and its association to birth outcomes
LJS Borlaza, G Uzu, M Ouidir, S Lyon-Caen… - Journal of Exposure …, 2023 - nature.com
Background Prenatal exposure to fine particulate matter (PM2. 5) assessed through its mass
concentration has been associated with foetal growth restriction in studies based on outdoor …
concentration has been associated with foetal growth restriction in studies based on outdoor …
Source apportionment of PM2. 5 oxidative potential in an East Mediterranean site
This study aimed to evaluate the oxidative potential (OP) of PM 2.5 collected for almost a
year in an urban area of the East Mediterranean. Two acellular assays, based on ascorbic …
year in an urban area of the East Mediterranean. Two acellular assays, based on ascorbic …