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Available from: <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"https:\/\/www.cdc.gov\/westnile\/index.html\" xlink:type=\"simple\">https:\/\/www.cdc.gov\/westnile\/index.html<\/ext-link>."},{"issue":"2","key":"ref3","doi-asserted-by":"crossref","first-page":"401","DOI":"10.3934\/mbe.2015009","article-title":"A mathematical model for the spread of West Nile virus in migratory and resident birds","volume":"13","author":"LD Bergsman","year":"2016","journal-title":"Math Biosci Eng"},{"issue":"3","key":"ref4","doi-asserted-by":"crossref","first-page":"311","DOI":"10.3201\/eid0903.020628","article-title":"Experimental infection of North American birds with the New York 1999 strain of West Nile virus","volume":"9","author":"N Komar","year":"2003","journal-title":"Emerging infectious diseases"},{"issue":"1","key":"ref5","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1093\/jmedent\/42.1.57","article-title":"An update on the potential of 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Available from: <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"https:\/\/www.ncdc.noaa.gov\/\" xlink:type=\"simple\">https:\/\/www.ncdc.noaa.gov\/<\/ext-link>."},{"key":"ref20","unstructured":"Clements J, Schulenberg T, Iliff M, Roberson D, Fredericks T, Sullivan B, et al. The eBird\/Clements checklist of birds of the world: v2015. 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