Machine learning reveals temperature as a key predictor of dengue risk across Thailand’s provinces: A 20-year analysis

• Pikkanet Suttirat,

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

  Affiliations Medical Biophysics & Disease Modeling Group, Department of Physics, Faculty of Science, Mahidol University, Bangkok, Thailand, Center for Disease Modeling, Faculty of Science, Mahidol University, Bangkok, Thailand

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• Sudarat Chadsuthi,

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Writing – review & editing

  Affiliation Department of Physics, Faculty of Science, Naresuan University, Phitsanulok, Thailand

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• Supassorn Aekthong,

  Roles Data curation, Formal analysis, Investigation, Validation, Writing – review & editing

  Affiliations Medical Biophysics & Disease Modeling Group, Department of Physics, Faculty of Science, Mahidol University, Bangkok, Thailand, Center for Disease Modeling, Faculty of Science, Mahidol University, Bangkok, Thailand

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• Joacim Rocklöv,

  Roles Writing – review & editing

  Affiliations Department of Public Health and Clinical Medicine, Section of Sustainable Health, Umeå University, Umeå, Sweden, Heidelberg Institute of Global Health, Heidelberg University, Heidelberg, Germany, Interdisciplinary Center of Scientific Computing, Heidelberg University, Heidelberg, Germany

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• Dominique J. Bicout,

  Roles Writing – review & editing

  Affiliations Univ. Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, TIMC, Grenoble, France, Faculty of ICT, Mahidol University, Nakhon Pathom, Thailand

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• Peter Haddawy,

  Roles Writing – review & editing

  Affiliations Faculty of ICT, Mahidol University, Nakhon Pathom, Thailand, Bremen Spatial Cognition Center, University of Bremen, Bremen, Germany

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• Myat Su Yin,

  Roles Formal analysis, Investigation, Writing – review & editing, Data curation

  Affiliation Department of Tropical Hygiene, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand

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• Saranath Lawpoolsri,

  Roles Funding acquisition, Resources, Writing – review & editing

  Affiliation Department of Tropical Hygiene, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand

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• Charin Modchang

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: charin.mod@mahidol.edu

  Affiliations Medical Biophysics & Disease Modeling Group, Department of Physics, Faculty of Science, Mahidol University, Bangkok, Thailand, Center for Disease Modeling, Faculty of Science, Mahidol University, Bangkok, Thailand, Centre of Excellence in Mathematics, MHESI, Bangkok, Thailand

  https://orcid.org/0000-0002-0739-006X

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