4.7 Article

Linking Switzerland's PM10 and PM2.5 oxidative potential (OP) with emission sources

Related references

Note: Only part of the references are listed.
Article Environmental Sciences

Automated identification and quantification of tire wear particles (TWP) in airborne dust: SEM/EDX single particle analysis coupled to a machine learning classifier

Juanita Rausch et al.

Summary: The proportion of non-exhaust particles, including tire wear particles, has increased in recent years, but quantifying TWP remains challenging due to their low concentrations and heterogeneous characteristics.

SCIENCE OF THE TOTAL ENVIRONMENT (2022)

Article Environmental Sciences

Non-exhaust vehicle emissions of particulate matter and VOC from road traffic: A review

Roy M. Harrison et al.

ATMOSPHERIC ENVIRONMENT (2021)

Article Engineering, Environmental

A Population-Based Cohort Study of Respiratory Disease and Long-Term Exposure to Iron and Copper in Fine Particulate Air Pollution and Their Combined Impact on Reactive Oxygen Species Generation in Human Lungs

Zilong Zhang et al.

Summary: This study found positive associations between long-term exposure to iron, copper, and ROS in PM2.5 and the risks of respiratory diseases. The impacts were more robust for COPD, pneumonia mortality, and respiratory mortality. The associations were stronger for ROS than for iron or copper.

ENVIRONMENTAL SCIENCE & TECHNOLOGY (2021)

Article Environmental Sciences

Switzerland's PM10 and PM2.5 environmental increments show the importance of non-exhaust emissions

Stuart K. Grange et al.

Summary: The study focused on investigating the increments of particulate matter in urban and urban-traffic environments in Switzerland, showing that non-exhaust emissions are a significant contributor to PM10 and PM2.5 increments.

ATMOSPHERIC ENVIRONMENT-X (2021)

Article Environmental Sciences

Spatiotemporal variability in the oxidative potential of ambient fine particulate matter in the Midwestern United States

Haoran Yu et al.

Summary: The study assessed the oxidative potential (OP) of water-soluble and methanol-soluble fractions of ambient fine particulate matter (PM2.5) in the Midwestern United States. Results showed significant spatial and seasonal differences in OP activities, with methanol-soluble OP generally exhibiting higher activity levels. Methanol-soluble OP also showed stronger site-to-site correlations compared to water-soluble OP, indicating a better extraction of redox-active compounds from various emission sources into methanol.

ATMOSPHERIC CHEMISTRY AND PHYSICS (2021)

Article Environmental Sciences

Time-dependent source apportionment of submicron organic aerosol for a rural site in an alpine valley using a rolling positive matrix factorisation (PMF) window

Gang Chen et al.

Summary: This study analyzed aerosol chemical speciation in a village in the Swiss Alps region for a year and identified traffic and biomass burning as the main sources of organic aerosols. It suggests reducing biomass burning for improved air quality. By comparing rolling analysis with seasonal analysis, it found advantages in capturing oxidation processes effectively.

ATMOSPHERIC CHEMISTRY AND PHYSICS (2021)

Article Environmental Sciences

Source apportionment of atmospheric PM10 oxidative potential: synthesis of 15 year-round urban datasets in France

Samuel Weber et al.

Summary: The study investigated the oxidative potential of particulate matter (PM) and conducted source apportionment analysis for PM10 samples collected in France from 2013 to 2018. The results showed distinct redox activity of various sources (such as road traffic, biomass burning, dust, MSA-rich, and primary biogenic sources) towards OP, with road traffic being the dominant contributor. Prioritizing residential wood burning and road traffic sources may significantly reduce the oxidative potential in western Europe and potentially lower the health risks associated with PM exposure.

ATMOSPHERIC CHEMISTRY AND PHYSICS (2021)

Article Environmental Sciences

Disparities in particulate matter (PM10) origins and oxidative potential at a city scale (Grenoble, France) - Part 2: Sources of PM10 oxidative potential using multiple linear regression analysis and the predictive applicability of multilayer perceptron neural network analysis

Lucille Joanna S. Borlaza et al.

Summary: The study assessed the oxidative potential (OP) of PM10 and its impact on antioxidant balance through sampling and analysis. Both MLR and MLP effectively identified the primary drivers of OP in the Grenoble basin as traffic and biomass burning sources. The use of ANN-based models like MLP offered improvements in OP prediction by accounting for non-linear dynamics in atmospheric processes.

ATMOSPHERIC CHEMISTRY AND PHYSICS (2021)

Article Environmental Sciences

Dithiothreitol-based oxidative potential for airborne particulate matter: an estimation of the associated uncertainty

Carolina Molina et al.

ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH (2020)

Editorial Material Multidisciplinary Sciences

Airborne particulate matter

Roy M. Harrison

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2020)

Article Multidisciplinary Sciences

Sources of particulate-matter air pollution and its oxidative potential in Europe

Kaspar R. Daellenbach et al.

NATURE (2020)

Article Multidisciplinary Sciences

Oxidative stress-induced inflammation in susceptible airways by anthropogenic aerosol

Zaira Leni et al.

PLOS ONE (2020)

Article Environmental Sciences

High levels of primary biogenic organic aerosols are driven by only a few plant-associated microbial taxa

Abdoulaye Samake et al.

ATMOSPHERIC CHEMISTRY AND PHYSICS (2020)

Article Meteorology & Atmospheric Sciences

Evaluation of equivalent black carbon source apportionment using observations from Switzerland between 2008 and 2018

Stuart K. Grange et al.

ATMOSPHERIC MEASUREMENT TECHNIQUES (2020)

Article Computer Science, Information Systems

Analysis of Dimensionality Reduction Techniques on Big Data

G. Thippa Reddy et al.

IEEE ACCESS (2020)

Article Environmental Sciences

Source apportionment of the oxidative potential of fine ambient particulate matter (PM2.5) in Athens, Greece

Sina Taghvaee et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2019)

Article Computer Science, Information Systems

Features Dimensionality Reduction Approaches for Machine Learning Based Network Intrusion Detection

Razan Abdulhammed et al.

ELECTRONICS (2019)

Article Engineering, Environmental

Effects of Atmospheric Processing on the Oxidative Potential of Biomass Burning Organic Aerosols

Jenny P. S. Wong et al.

ENVIRONMENTAL SCIENCE & TECHNOLOGY (2019)

Review Environmental Sciences

Review of PM Oxidative Potential Measured with Acellular Assays in Urban and Rural Sites across Italy

Maria Chiara Pietrogrande et al.

ATMOSPHERE (2019)

Proceedings Paper Geosciences, Multidisciplinary

DIMENSIONALITY REDUCTION IN THE PRESENCE OF HIGHLY CORRELATED VARIABLES FOR RANDOM FORESTS: WETLAND CASE STUDY

Amir Behnamian et al.

2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019) (2019)

Article Environmental Sciences

Identification and quantification of particulate tracers of exhaust and non-exhaust vehicle emissions

Aurelie Charron et al.

ATMOSPHERIC CHEMISTRY AND PHYSICS (2019)

Article Environmental Sciences

Polyols and glucose particulate species as tracers of primary biogenic organic aerosols at 28 French sites

Abdoulaye Samake et al.

ATMOSPHERIC CHEMISTRY AND PHYSICS (2019)

Article Environmental Sciences

Oxidative potential of size-segregated PM in an urban and an industrial area of Italy

Giulia Simonetti et al.

ATMOSPHERIC ENVIRONMENT (2018)

Article Engineering, Environmental

Size-Resolved Endotoxin and Oxidative Potential of Ambient Particles in Beijing and Zurich

Yang Yue et al.

ENVIRONMENTAL SCIENCE & TECHNOLOGY (2018)

Article Environmental Sciences

Oxidative potential of fine ambient particles in various environments

Lucille Joanna S. Borlaza et al.

ENVIRONMENTAL POLLUTION (2018)

Article Environmental Sciences

Random forest meteorological normalisation models for Swiss PM10 trend analysis

Stuart K. Grange et al.

ATMOSPHERIC CHEMISTRY AND PHYSICS (2018)

Article Computer Science, Interdisciplinary Applications

ranger: A Fast Implementation of Random Forests for High Dimensional Data in C plus plus and R

Marvin N. Wright et al.

JOURNAL OF STATISTICAL SOFTWARE (2017)

Article Multidisciplinary Sciences

The unexpected role of bioaerosols in the Oxidative Potential of PM

A. Samake et al.

SCIENTIFIC REPORTS (2017)

Article Biochemical Research Methods

Do little interactions get lost in dark random forests?

Marvin N. Wright et al.

BMC BIOINFORMATICS (2016)

Article Environmental Sciences

Particulate matter air pollution components and risk for lung cancer

O. Raaschou-Nielsen et al.

ENVIRONMENT INTERNATIONAL (2016)

Article Multidisciplinary Sciences

Connecting the oxidation of soot to its redox cycling abilities

Maria Antinolo et al.

NATURE COMMUNICATIONS (2015)

Article Engineering, Environmental

Global Perspective on the Oxidative Potential of Airborne Particulate Matter: A Synthesis of Research Findings

Arian Saffari et al.

ENVIRONMENTAL SCIENCE & TECHNOLOGY (2014)

Article Environmental Sciences

Oxidative potential of particulate matter collected at sites with different source characteristics

Nicole A. H. Janssen et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2014)

Article Environmental Sciences

Airway inflammation and oxidative potential of air pollutant particles in a pediatric asthma panel

Ralph J. Delfino et al.

JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY (2013)

Article Environmental Sciences

Chemical composition of PM10 in Switzerland: An analysis for 2008/2009 and changes since 1998/1999

M. F. D. Gianini et al.

ATMOSPHERIC ENVIRONMENT (2012)

Article Environmental Sciences

Influence of meteorology on PM10 trends and variability in Switzerland from 1991 to 2008

I. Barmpadimos et al.

ATMOSPHERIC CHEMISTRY AND PHYSICS (2011)

Article Environmental Sciences

Modelling trends in OH radical concentrations using generalized additive models

L. S. Jackson et al.

ATMOSPHERIC CHEMISTRY AND PHYSICS (2009)

Article Environmental Sciences

A study of wood burning and traffic aerosols in an Alpine valley using a multi-wavelength Aethalometer

J. Sandradewi et al.

ATMOSPHERIC ENVIRONMENT (2008)

Article Meteorology & Atmospheric Sciences

Remote sensing methods to investigate boundary-layer structures relevant to air pollution in cities

Stefan Emeis et al.

BOUNDARY-LAYER METEOROLOGY (2006)

Article Environmental Sciences

Redox activity of airborne particulate matter at different sites in the Los Angeles Basin

AK Cho et al.

ENVIRONMENTAL RESEARCH (2005)

Review Environmental Sciences

A review of biomass burning emissions part II: intensive physical properties of biomass burning particles

JS Reid et al.

ATMOSPHERIC CHEMISTRY AND PHYSICS (2005)

Article Biochemistry & Molecular Biology

Protein oxidation at the air-lung interface

FJ Kelly et al.

AMINO ACIDS (2003)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)