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Open Access

Peer-reviewed

Research Article

Air pollution macro-regions identification using machine learning and spatio-temporal analysis

Tymoteusz Morawiec,

Roles Data curation, Formal analysis, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Geoinformatics and Applied Computer Science, Faculty of Geology, Geophysics and Environmental Protection, AGH University of Krakow, Krakow, Malopolska, Poland
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Mateusz Zareba,

Roles Conceptualization, Formal analysis, Methodology, Project administration, Writing – original draft, Writing – review & editing

Affiliation Department of Geoinformatics and Applied Computer Science, Faculty of Geology, Geophysics and Environmental Protection, AGH University of Krakow, Krakow, Malopolska, Poland

https://orcid.org/0000-0002-9663-6593

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Tomasz Danek,

Roles Conceptualization, Formal analysis, Methodology, Supervision, Writing – original draft, Writing – review & editing

Affiliation Department of Geoinformatics and Applied Computer Science, Faculty of Geology, Geophysics and Environmental Protection, AGH University of Krakow, Krakow, Malopolska, Poland
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Monika Chuchro

Roles Conceptualization, Validation, Writing – original draft, Writing – review & editing

* E-mail: chuchro@agh.edu.pl

Affiliation Department of Geoinformatics and Applied Computer Science, Faculty of Geology, Geophysics and Environmental Protection, AGH University of Krakow, Krakow, Malopolska, Poland

https://orcid.org/0000-0002-0381-4697

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Air pollution macro-regions identification using machine learning and spatio-temporal analysis

Tymoteusz Morawiec,
Mateusz Zareba,
Tomasz Danek,
Monika Chuchro

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Published: January 12, 2026
https://doi.org/10.1371/journal.pone.0340191

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