The impact of elevation and population density on dengue incidence and force of infection across the Philippines: Implications for climate-adapted surveillance

• Ava Kristy Sy ,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  ¶‡ Co-primary authors.

  Affiliations Department of Virology, Research Institute for Tropical Medicine, Manila, Philippines, Department of Medical Microbiology, College of Public Health, University of the Philippines, Manila, Philippines

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• Joseph Biggs ,

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

  * E-mail: Joseph.biggs1@lshtm.ac.uk

  ¶‡ Co-primary authors.

  Affiliation International Statistics and Epidemiology Group, Department of Infectious Disease Epidemiology and International Health, London School of Hygiene and Tropical Medicine, London, United Kingdom

  https://orcid.org/0000-0001-7273-874X

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• Shahida K. Chowdhury,

  Roles Formal analysis, Visualization, Writing – review & editing

  Affiliation International Statistics and Epidemiology Group, Department of Infectious Disease Epidemiology and International Health, London School of Hygiene and Tropical Medicine, London, United Kingdom

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• Mary Ann Quinones,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Virology, Research Institute for Tropical Medicine, Manila, Philippines

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• Ferdinand V. Salazar,

  Roles Investigation, Project administration, Supervision, Writing – review & editing

  Affiliation Department of Medical Entomology, Research Institute for Tropical Medicine, Manila, Philippines

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• William Jones-Warner,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliation Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, United Kingdom

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• James Ashall,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliation Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, United Kingdom

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• Ma. Nemia L. Sucaldito,

  Roles Data curation, Methodology, Resources, Writing – review & editing

  Affiliation Philippine Epidemiology Bureau, Department of Health, Manila, Philippines

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• Eva Cutiongco-de la Paz,

  Roles Methodology, Supervision, Writing – review & editing

  Affiliation Institute of Human Genetics, National Institute of Health, University of the Philippines, Manila, Philippines

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• Maria Rosario Z. Capeding,

  Roles Methodology, Project administration, Writing – review & editing

  Affiliation Clinical Trial Unit, Tropical Disease Foundation Inc., Makati, Philippines

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• Carmencita D. Padilla,

  Roles Investigation, Methodology, Writing – review & editing

  Affiliation Institute of Human Genetics, National Institute of Health, University of the Philippines, Manila, Philippines

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• Sharon Y. A. M. Villanueva,

  Roles Investigation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Medical Microbiology, College of Public Health, University of the Philippines, Manila, Philippines

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• Martin L. Hibberd,

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

  Affiliations Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, United Kingdom, Institute of Human Genetics, National Institute of Health, University of the Philippines, Manila, Philippines

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• Julius Clemence R. Hafalla

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, United Kingdom

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