Development of a predictive model for PM_2.5 over the greater Athens metropolitan area, Greece, at a 1 km by 1 km grid using satellite measurements and machine learning methods

• Seyong Chang ,

  Roles Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: seyongchang@hsph.harvard.edu

  Affiliation Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, United States of America

  https://orcid.org/0009-0008-2080-8732

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• Evangelia Samoli ,

  Contributed equally to this work with: Evangelia Samoli, Evangelia Diapouli, Petros Koutrakis

  Roles Conceptualization, Data curation, Project administration, Supervision, Writing – review & editing

  Affiliation Department of Hygiene, Epidemiology, and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece

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• Evangelia Diapouli ,

  Contributed equally to this work with: Evangelia Samoli, Evangelia Diapouli, Petros Koutrakis

  Roles Conceptualization, Data curation, Project administration, Supervision, Writing – review & editing

  Affiliation Institute of Nuclear & Radiological Sciences and Technology, Energy & Safety, National Centre for Scientific Research “Demokritos”, Athens, Greece

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• Konstantina Dimakopoulou ,

  Roles Data curation, Resources

  ¶‡ KD and BA also contributed equally to this work.

  Affiliations Department of Hygiene, Epidemiology, and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece, Department of Basic and Clinical Sciences, Medical School, University of Nicosia, UNIC Athens, Athens, Greece

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• Barrak Alahmad ,

  Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – review & editing

  ¶‡ KD and BA also contributed equally to this work.

  Affiliation Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, United States of America

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• Petros Koutrakis

  Contributed equally to this work with: Evangelia Samoli, Evangelia Diapouli, Petros Koutrakis

  Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – review & editing

  Affiliation Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, United States of America

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