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      Exploring Climate‐Disease Connections in Geopolitical Versus Ecological Regions: The Case of West Nile Virus in the United States

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          Abstract

          Many infectious disease forecasting models in the United States (US) are built with data partitioned into geopolitical regions centered on human activity as opposed to regions defined by natural ecosystems; although useful for data collection and intervention, this has the potential to mask biological relationships between the environment and disease. We explored this concept by analyzing the correlations between climate and West Nile virus (WNV) case data aggregated to geopolitical and ecological regions. We compared correlations between minimum, maximum, and mean annual temperature; precipitation; and annual WNV neuroinvasive disease (WNND) case data from 2005 to 2019 when partitioned into (a) climate regions defined by the National Oceanic and Atmospheric Administration (NOAA) and (b) Level I ecoregions defined by the Environmental Protection Agency (EPA). We found that correlations between climate and WNND in NOAA climate regions and EPA ecoregions were often contradictory in both direction and magnitude, with EPA ecoregions more often supporting previously established biological hypotheses and environmental dynamics underlying vector‐borne disease transmission. Using ecological regions to examine the relationships between climate and disease cases can enhance the predictive power of forecasts at various scales, motivating a conceptual shift in large‐scale analyses from geopolitical frameworks to more ecologically meaningful regions.

          Key Points

          • While health data is collected within geopolitical boundaries, environmental disease dynamics are influenced by ecosystem characteristics

          • For West Nile virus, correlations between cases and climate were different depending on geopolitical or ecosystem regional groupings of data

          • We propose a conceptual shift from analyzing climate and health data at geopolitical boundaries to more ecologically meaningful regions

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          World Map of the Köppen-Geiger climate classification updated

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            A Statistical-Topographic Model for Mapping Climatological Precipitation over Mountainous Terrain

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              Ecoregions of the Conterminous United States

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                Author and article information

                Contributors
                mgorris@lanl.gov
                Journal
                Geohealth
                Geohealth
                10.1002/(ISSN)2471-1403
                GH2
                GeoHealth
                John Wiley and Sons Inc. (Hoboken )
                2471-1403
                21 June 2024
                June 2024
                : 8
                : 6 ( doiID: 10.1002/gh2.v8.6 )
                : e2024GH001024
                Affiliations
                [ 1 ] Genomics and Bioanalytics Los Alamos National Laboratory Los Alamos NM USA
                [ 2 ] Odum School of Ecology University of Georgia Athens GA USA
                [ 3 ] Information Systems and Modeling Los Alamos National Laboratory Los Alamos NM USA
                [ 4 ] Division of Biostatistics University of Minnesota Minneapolis MN USA
                [ 5 ] Tulane University New Orleans LA USA
                [ 6 ] Theoretical Biology and Biophysics Los Alamos National Laboratory Los Alamos NM USA
                Author notes
                [*] [* ] Correspondence to:

                M. E. Gorris,

                mgorris@ 123456lanl.gov

                Author information
                https://orcid.org/0000-0003-1343-8872
                https://orcid.org/0000-0001-8756-6987
                https://orcid.org/0000-0003-3677-3964
                https://orcid.org/0000-0001-5247-5794
                https://orcid.org/0000-0003-2534-9316
                https://orcid.org/0000-0003-3949-4274
                Article
                GH2548 2024GH001024
                10.1029/2024GH001024
                11190782
                38912225
                1abdc0ae-f2b8-494d-88a2-9ebc281f3cfa
                © 2024 The Author(s). GeoHealth published by Wiley Periodicals LLC on behalf of American Geophysical Union.

                This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.

                History
                : 31 May 2024
                : 25 January 2024
                : 03 June 2024
                Page count
                Figures: 4, Tables: 0, Pages: 14, Words: 8677
                Funding
                Funded by: Los Alamos National Laboratory, Laboratory Directed Research and Development
                Award ID: 20200682PRD1
                Award ID: 20220209ER
                Award ID: 20210061DR
                Categories
                Geohealth
                Impacts of Climate Change: Human Health,
                Public Health
                Vector Born Diseases
                General or Miscellaneous
                Research Article
                Research Article
                Custom metadata
                2.0
                June 2024
                Converter:WILEY_ML3GV2_TO_JATSPMC version:6.4.4 mode:remove_FC converted:21.06.2024

                west nile virus,ecoregions,climate,ecosystems,health data
                west nile virus, ecoregions, climate, ecosystems, health data

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