World's Best Scientists 2026 revealed!
Marianne Hatzopoulou

Marianne Hatzopoulou

D-Index & Metrics

Environmental Sciences

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

Marianne Hatzopoulou publication distribution in Environmental Sciences in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Environmental Sciences in 2026. The highlighted bar marks where Marianne Hatzopoulou sits on this spectrum.

41–50 publications: 21 scientists 51–60 publications: 62 scientists 61–70 publications: 133 scientists 71–80 publications: 257 scientists 81–90 publications: 361 scientists 91–100 publications: 440 scientists 101–110 publications: 492 scientists 111–120 publications: 541 scientists 121–130 publications: 617 scientists 131–140 publications: 544 scientists 141–150 publications: 541 scientists 151–160 publications: 539 scientists 161–170 publications: 444 scientists 171–180 publications: 444 scientists 181–190 publications: 400 scientists 191–200 publications: 377 scientists 201–210 publications: 318 scientists 211–220 publications: 283 scientists 221–230 publications: 263 scientists 231–240 publications: 220 scientists 241–250 publications: 217 scientists 251–260 publications: 180 scientists 261–270 publications: 181 scientists 271–280 publications: 155 scientists 281–290 publications: 130 scientists 291–300 publications: 127 scientists 301–310 publications: 130 scientists 311–320 publications: 85 scientists 321–330 publications: 106 scientists 331–340 publications: 80 scientists 341–350 publications: 83 scientists 351–360 publications: 75 scientists 361–370 publications: 69 scientists 371–380 publications: 52 scientists 381–390 publications: 54 scientists 391–400 publications: 56 scientists 401–410 publications: 44 scientists 411–420 publications: 40 scientists 421–430 publications: 36 scientists 431–440 publications: 25 scientists 441–450 publications: 25 scientists 451–460 publications: 32 scientists 461–470 publications: 29 scientists 471–480 publications: 21 scientists 481–490 publications: 26 scientists 491–500 publications: 25 scientists 501–510 publications: 17 scientists 511–520 publications: 18 scientists 521–530 publications: 15 scientists 531–540 publications: 22 scientists 541–550 publications: 12 scientists 551–560 publications: 15 scientists 561–570 publications: 11 scientists 571–580 publications: 19 scientists 581–590 publications: 9 scientists 591–600 publications: 9 scientists 601–610 publications: 7 scientists 611–620 publications: 11 scientists 621–630 publications: 5 scientists 631–640 publications: 5 scientists 641–650 publications: 6 scientists 651–660 publications: 3 scientists 661–670 publications: 3 scientists 671–680 publications: 4 scientists 681–686 publications: 3 scientists 687+ publications: 100 scientists
41 publications 687+

This scientist: 238 publications — 75th percentile

75% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 687 publications or more.

Marianne Hatzopoulou D-index placement in Environmental Sciences in 2026

The chart shows the D-index (discipline H-index) distribution of Environmental Sciences scientists ranked by Research.com in 2026. The highlighted bar marks where Marianne Hatzopoulou sits on this spectrum.

30 D-Index: 12 scientists 31 D-Index: 26 scientists 32 D-Index: 51 scientists 33 D-Index: 88 scientists 34 D-Index: 123 scientists 35 D-Index: 163 scientists 36 D-Index: 206 scientists 37 D-Index: 267 scientists 38 D-Index: 265 scientists 39 D-Index: 275 scientists 40 D-Index: 321 scientists 41 D-Index: 343 scientists 42 D-Index: 305 scientists 43 D-Index: 336 scientists 44 D-Index: 330 scientists 45 D-Index: 348 scientists 46 D-Index: 291 scientists 47 D-Index: 275 scientists 48 D-Index: 272 scientists 49 D-Index: 273 scientists 50 D-Index: 263 scientists 51 D-Index: 232 scientists 52 D-Index: 266 scientists 53 D-Index: 217 scientists 54 D-Index: 199 scientists 55 D-Index: 177 scientists 56 D-Index: 202 scientists 57 D-Index: 204 scientists 58 D-Index: 166 scientists 59 D-Index: 177 scientists 60 D-Index: 166 scientists 61 D-Index: 152 scientists 62 D-Index: 143 scientists 63 D-Index: 150 scientists 64 D-Index: 124 scientists 65 D-Index: 119 scientists 66 D-Index: 120 scientists 67 D-Index: 118 scientists 68 D-Index: 82 scientists 69 D-Index: 98 scientists 70 D-Index: 94 scientists 71 D-Index: 105 scientists 72 D-Index: 74 scientists 73 D-Index: 84 scientists 74 D-Index: 70 scientists 75 D-Index: 67 scientists 76 D-Index: 78 scientists 77 D-Index: 60 scientists 78 D-Index: 59 scientists 79 D-Index: 52 scientists 80 D-Index: 47 scientists 81 D-Index: 38 scientists 82 D-Index: 48 scientists 83 D-Index: 42 scientists 84 D-Index: 42 scientists 85 D-Index: 43 scientists 86 D-Index: 29 scientists 87 D-Index: 37 scientists 88 D-Index: 29 scientists 89 D-Index: 30 scientists 90 D-Index: 34 scientists 91 D-Index: 20 scientists 92 D-Index: 22 scientists 93 D-Index: 17 scientists 94 D-Index: 19 scientists 95 D-Index: 24 scientists 96 D-Index: 21 scientists 97 D-Index: 20 scientists 98 D-Index: 24 scientists 99 D-Index: 17 scientists 100 D-Index: 17 scientists 101 D-Index: 21 scientists 102 D-Index: 25 scientists 103 D-Index: 18 scientists 104 D-Index: 26 scientists 105 D-Index: 19 scientists 106 D-Index: 15 scientists 107 D-Index: 10 scientists 108 D-Index: 13 scientists 109 D-Index: 15 scientists 110 D-Index: 12 scientists 111 D-Index: 8 scientists 112 D-Index: 7 scientists 113 D-Index: 9 scientists 114 D-Index: 6 scientists 115 D-Index: 12 scientists 116 D-Index: 7 scientists 117 D-Index: 8 scientists 118 D-Index: 3 scientists 119 D-Index: 5 scientists 120 D-Index: 7 scientists 121 D-Index: 2 scientists 122 D-Index: 4 scientists 123 D-Index: 8 scientists 124 D-Index: 7 scientists 125+ D-Index: 99 scientists
30 D-Index 125+

This scientist: 46 D-Index — 39th percentile

39% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 125 D-Index or more.

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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