Does climate help modeling COVID-19 risk and to what extent?

• Giovanni Scabbia,

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

  Affiliation Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University – Qatar Foundation, Doha, Qatar

  https://orcid.org/0000-0002-0246-8366

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• Antonio Sanfilippo ,

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

  * E-mail: asanfilippo@hbku.edu.qa

  Affiliation Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University – Qatar Foundation, Doha, Qatar

  https://orcid.org/0000-0001-7097-4562

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• Annamaria Mazzoni,

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

  Affiliation Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University – Qatar Foundation, Doha, Qatar

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• Dunia Bachour,

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University – Qatar Foundation, Doha, Qatar

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• Daniel Perez-Astudillo,

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University – Qatar Foundation, Doha, Qatar

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• Veronica Bermudez,

  Roles Supervision, Writing – original draft, Writing – review & editing

  Affiliation Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University – Qatar Foundation, Doha, Qatar

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• Etienne Wey,

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation Transvalor S.A, Sophia Antipolis, France

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• Mathilde Marchand-Lasserre,

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation Transvalor S.A, Sophia Antipolis, France

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• Laurent Saboret

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation Transvalor S.A, Sophia Antipolis, France

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