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Marianne Hatzopoulou

Marianne Hatzopoulou

D-Index & Metrics

Environmental Sciences

D-Index
46
Citations
6582
World Ranking
6182
National Ranking
266

Overview

Marianne Hatzopoulou is affiliated with the University of Toronto in Canada and conducts research primarily focused on environmental science and engineering. Their work spans several subfields, including health, toxicology and mutagenesis, automotive engineering, environmental engineering, transportation, and speech and hearing. The main themes of their studies involve air quality and health impacts, air quality monitoring and forecasting, vehicle emissions and performance, noise effects and management, climate change and health impacts, urban transport and accessibility, and transportation planning and optimization.

The research contributions of Marianne Hatzopoulou include several recent papers published in well-known journals and conference venues. Notable publications feature:

  • Electric vehicle charging optimization to minimize marginal greenhouse gas emissions from power generation (2020, Applied Energy)
  • Potential of machine learning for prediction of traffic related air pollution (2020, Transportation Research Part D Transport and Environment)
  • 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 (2021, Environmental Science & Technology)
  • Association of Sulfur, Transition Metals, and the Oxidative Potential of Outdoor PM2.5 with Acute Cardiovascular Events: A Case-Crossover Study of Canadian Adults (2021, Environmental Health Perspectives)
  • Greenhouse gas emission prediction on road network using deep sequence learning (2020, Transportation Research Part D Transport and Environment)

Frequent coauthors contributing to their research include:

  • Scott Weichenthal
  • Junshi Xu
  • An Wang
  • Arman Ganji
  • Audrey Smargiassi

Marianne Hatzopoulou publishes frequently in selected scholarly venues, with multiple contributions to:

  • ISEE Conference Abstracts
  • Environmental Science & Technology
  • The Science of The Total Environment
  • Transportation Research Part D Transport and Environment
  • Environmental Pollution

Their research encompasses a combination of empirical studies, cohort analysis, machine learning approaches, and optimization techniques aimed at understanding and mitigating the environmental and health impacts of air pollution and transportation systems. This work integrates multiple disciplines and methods to address complex issues relating to air quality, climate change, and public health.

Best Publications

  • Linking an activity-based travel demand model with traffic emission and dispersion models: Transport’s contribution to air pollution in Toronto

    M. Hatzopoulou;E.J. Miller

  • Exposure to traffic-related air pollution during physical activity and acute changes in blood pressure, autonomic and micro-vascular function in women: a cross-over study

    Scott Weichenthal;Marianne Hatzopoulou;Mark S Goldberg

  • A land use regression model for ambient ultrafine particles in Montreal, Canada: A comparison of linear regression and a machine learning approach.

    Scott Weichenthal;Scott Weichenthal;Keith Van Ryswyk;Alon Goldstein;Scott Bagg

  • Long-term exposure to ambient ultrafine particles and respiratory disease incidence in in Toronto, Canada: a cohort study

    Scott Weichenthal;Scott Weichenthal;Li Bai;Marianne Hatzopoulou;Keith Van Ryswyk

  • Characterizing the spatial distribution of ambient ultrafine particles in Toronto, Canada: A land use regression model.

    Scott Weichenthal;Keith Van Ryswyk;Alon Goldstein;Maryam Shekarrizfard

  • The impact of traffic volume, composition, and road geometry on personal air pollution exposures among cyclists in Montreal, Canada

    Marianne Hatzopoulou;Scott Weichenthal;Hussam Dugum;Graeme Pickett

  • Exposure to Ambient Ultrafine Particles and Nitrogen Dioxide and Incident Hypertension and Diabetes.

    Li Bai;Hong Chen;Marianne Hatzopoulou;Michael Jerrett

  • Electric vehicle charging optimization to minimize marginal greenhouse gas emissions from power generation

    Ran Tu;Yijun (Jessie) Gai;Bilal Farooq;Daniel Posen

  • Socioeconomic status and environmental noise exposure in Montreal, Canada

    Laura M Dale;Sophie Goudreau;Stephane Perron;Martina S Ragettli

  • Simulating impacts of automated driving behavior and traffic conditions on vehicle emissions

    Christos Stogios;Dena Kasraian;Matthew J. Roorda;Marianne Hatzopoulou

  • Investigating the Use Of Portable Air Pollution Sensors to Capture the Spatial Variability Of Traffic-Related Air Pollution

    Laure Deville Cavellin;Scott Weichenthal;Ryan Tack;Martina S. Ragettli

  • A picture tells a thousand…exposures: Opportunities and challenges of deep learning image analyses in exposure science and environmental epidemiology.

    Scott Weichenthal;Marianne Hatzopoulou;Michael Brauer

  • Within-city Spatial Variations in Ambient Ultrafine Particle Concentrations and Incident Brain Tumors in Adults.

    Scott Weichenthal;Scott Weichenthal;Toyib Olaniyan;Tanya Christidis;Eric Lavigne

  • The Canadian Urban Environmental Health Research Consortium - a protocol for building a national environmental exposure data platform for integrated analyses of urban form and health.

    Jeffrey R. Brook;Eleanor M. Setton;Evan Seed;Mahdi Shooshtari

  • Potential of machine learning for prediction of traffic related air pollution

    An Wang;Junshi Xu;Ran Tu;Marc Saleh

  • Characterizing the impact of traffic and the built environment on near-road ultrafine particle and black carbon concentrations.

    Scott Weichenthal;William Farrell;Mark Goldberg;Lawrence Joseph

  • Robustness of Land-Use Regression Models Developed from Mobile Air Pollutant Measurements.

    Marianne Hatzopoulou;Ilan Levy;Cristian Mihele

  • Spatiotemporal Variations in Ambient Ultrafine Particles and the Incidence of Childhood Asthma.

    Eric Lavigne;Jessy Donelle;Marianne Hatzopoulou;Keith Van Ryswyk

  • Associations of Long-Term Exposure to Ultrafine Particles and Nitrogen Dioxide With Increased Incidence of Congestive Heart Failure and Acute Myocardial Infarction.

    Li Bai;Scott Weichenthal;Scott Weichenthal;Jeffrey C Kwong;Richard T Burnett

  • Statistical modeling of the spatial variability of environmental noise levels in Montreal, Canada, using noise measurements and land use characteristics.

    Martina S Ragettli;Sophie Goudreau;Céline Plante;Michel Fournier

  • Institutional integration for sustainable transportation policy in Canada

    M. Hatzopoulou;E.J. Miller

  • Land-use and socio-economics as determinants of traffic emissions and individual exposure to air pollution

    Timothy Sider;Ahsan Alam;Mohamad Zukari;Hussam Dugum

  • Simulating the impacts of household travel on greenhouse gas emissions, urban air quality, and population exposure

    Marianne Hatzopoulou;Jiang Y. Hao;Eric J. Miller

  • Development and Comparison of Air Pollution Exposure Surfaces Derived from On-Road Mobile Monitoring and Short-Term Stationary Sidewalk Measurements.

    Laura Minet;Rick Liu;Marie-France Valois;Junshi Xu

Frequent Co-Authors

Naveen Eluru
Naveen Eluru University of Central Florida
Audrey Smargiassi
Audrey Smargiassi University of Montreal
Mark S. Goldberg
Mark S. Goldberg McGill University
Randall V. Martin
Randall V. Martin Washington University in St. Louis
Eric J. Miller
Eric J. Miller University of Toronto
Dan L. Crouse
Dan L. Crouse Health Effects Institute
Richard T. Burnett
Richard T. Burnett Health Canada
Eric Lavigne
Eric Lavigne University of Ottawa
Greg J. Evans
Greg J. Evans University of Toronto
Manabu Shiraiwa
Manabu Shiraiwa University of California, Irvine

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