{"id":"https://openalex.org/W2171647573","doi":"https://doi.org/10.1371/journal.pcbi.1003635","title":"Spatial Transmission of 2009 Pandemic Influenza in the US","display_name":"Spatial Transmission of 2009 Pandemic Influenza in the US","publication_year":2014,"publication_date":"2014-06-12","ids":{"openalex":"https://openalex.org/W2171647573","doi":"https://doi.org/10.1371/journal.pcbi.1003635","mag":"2171647573","pmid":"https://pubmed.ncbi.nlm.nih.gov/24921923"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1003635","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1003635","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1003635&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1003635&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042123952","display_name":"Julia R. Gog","orcid":"https://orcid.org/0000-0003-1240-7214"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I874236823","display_name":"Fogarty International Center","ror":"https://ror.org/02xey9a22","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I874236823"]}],"countries":["GB","US"],"is_corresponding":true,"raw_author_name":"Julia R. Gog","raw_affiliation_strings":["Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, United Kingdom; Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America","Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, United Kingdom","Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, United Kingdom; Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America","institution_ids":["https://openalex.org/I874236823"]},{"raw_affiliation_string":"Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I874236823"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004444099","display_name":"S\u00e9bastien Ballesteros","orcid":"https://orcid.org/0000-0002-2223-4735"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien Ballesteros","raw_affiliation_strings":["Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073384203","display_name":"C\u00e9cile Viboud","orcid":"https://orcid.org/0000-0003-3243-4711"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I874236823","display_name":"Fogarty International Center","ror":"https://ror.org/02xey9a22","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I874236823"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C\u00e9cile Viboud","raw_affiliation_strings":["Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I874236823"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009978154","display_name":"Lone Simonsen","orcid":"https://orcid.org/0000-0003-1535-8526"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]},{"id":"https://openalex.org/I874236823","display_name":"Fogarty International Center","ror":"https://ror.org/02xey9a22","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I874236823"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lone Simonsen","raw_affiliation_strings":["Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America; Department of Global Health, George Washington University, Washington, D.C., United States of America","Department of Global Health, George Washington University, Washington, D.C., United States of America","Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America; Department of Global Health, George Washington University, Washington, D.C., United States of America","institution_ids":["https://openalex.org/I874236823"]},{"raw_affiliation_string":"Department of Global Health, George Washington University, Washington, D.C., United States of America","institution_ids":["https://openalex.org/I193531525"]},{"raw_affiliation_string":"Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I874236823"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008815494","display_name":"Ottar N. Bj\u00f8rnstad","orcid":"https://orcid.org/0000-0002-1158-3753"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]},{"id":"https://openalex.org/I874236823","display_name":"Fogarty International Center","ror":"https://ror.org/02xey9a22","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I874236823"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ottar N. Bjornstad","raw_affiliation_strings":["Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America; Department of Entomology, Pennsylvania State University, State College, Pennsylvania, United States of America","Department of Entomology, Pennsylvania State University, State College, Pennsylvania, United States of America","Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America; Department of Entomology, Pennsylvania State University, State College, Pennsylvania, United States of America","institution_ids":["https://openalex.org/I874236823"]},{"raw_affiliation_string":"Department of Entomology, Pennsylvania State University, State College, Pennsylvania, United States of America","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I874236823"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006605951","display_name":"Jeffrey Shaman","orcid":"https://orcid.org/0000-0002-7216-7809"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey Shaman","raw_affiliation_strings":["Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048216017","display_name":"Dennis L. Chao","orcid":"https://orcid.org/0000-0002-8253-6321"},"institutions":[{"id":"https://openalex.org/I4210089486","display_name":"Fred Hutch Cancer Center","ror":"https://ror.org/007ps6h72","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210089486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dennis L. Chao","raw_affiliation_strings":["Center for Statistics and Quantitative Infectious Diseases, Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Statistics and Quantitative Infectious Diseases, Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America","institution_ids":["https://openalex.org/I4210089486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077433815","display_name":"Farid Khan","orcid":"https://orcid.org/0000-0003-3754-555X"},"institutions":[{"id":"https://openalex.org/I4210108991","display_name":"IQVIA (United States)","ror":"https://ror.org/01mk44223","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108991"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farid Khan","raw_affiliation_strings":["IMS Health, Plymouth Meeting, Pennsylvania, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMS Health, Plymouth Meeting, Pennsylvania, United States of America","institution_ids":["https://openalex.org/I4210108991"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018222452","display_name":"Bryan T. Grenfell","orcid":"https://orcid.org/0000-0003-3227-5909"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]},{"id":"https://openalex.org/I874236823","display_name":"Fogarty International Center","ror":"https://ror.org/02xey9a22","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I874236823"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bryan T. Grenfell","raw_affiliation_strings":["Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America; Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America","Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America","Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America; Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America","institution_ids":["https://openalex.org/I874236823"]},{"raw_affiliation_string":"Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I874236823"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5042123952"],"corresponding_institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I241749","https://openalex.org/I874236823"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":9.7941,"has_fulltext":true,"cited_by_count":195,"citation_normalized_percentile":{"value":0.98754339,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"10","issue":"6","first_page":"e1003635","last_page":"e1003635"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10167","display_name":"Influenza Virus Research Studies","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9710000157356262,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.7104003429412842},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.6221208572387695},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.5386064052581787},{"id":"https://openalex.org/keywords/spatial-variability","display_name":"Spatial variability","score":0.5218378901481628},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.48787689208984375},{"id":"https://openalex.org/keywords/spatial-epidemiology","display_name":"Spatial epidemiology","score":0.46482375264167786},{"id":"https://openalex.org/keywords/spatial-ecology","display_name":"Spatial ecology","score":0.4644686281681061},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4194268584251404},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.36006438732147217},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.23735439777374268},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22577449679374695},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.2246004045009613},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1239229142665863},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.11746349930763245},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.11589649319648743},{"id":"https://openalex.org/keywords/epidemiology","display_name":"Epidemiology","score":0.11184662580490112},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09834802150726318},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.08401107788085938},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08279770612716675}],"concepts":[{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.7104003429412842},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.6221208572387695},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5386064052581787},{"id":"https://openalex.org/C94747663","wikidata":"https://www.wikidata.org/wiki/Q7574086","display_name":"Spatial variability","level":2,"score":0.5218378901481628},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.48787689208984375},{"id":"https://openalex.org/C186744025","wikidata":"https://www.wikidata.org/wiki/Q7574064","display_name":"Spatial epidemiology","level":3,"score":0.46482375264167786},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.4644686281681061},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4194268584251404},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.36006438732147217},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.23735439777374268},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22577449679374695},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2246004045009613},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1239229142665863},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.11746349930763245},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.11589649319648743},{"id":"https://openalex.org/C107130276","wikidata":"https://www.wikidata.org/wiki/Q133805","display_name":"Epidemiology","level":2,"score":0.11184662580490112},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09834802150726318},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.08401107788085938},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08279770612716675},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002947","descriptor_name":"Cities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002947","descriptor_name":"Cities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002947","descriptor_name":"Cities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002947","descriptor_name":"Cities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006813","descriptor_name":"Humidity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006813","descriptor_name":"Humidity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006813","descriptor_name":"Humidity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006813","descriptor_name":"Humidity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000266","qualifier_name":"history","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000266","qualifier_name":"history","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000266","qualifier_name":"history","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000266","qualifier_name":"history","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000635","qualifier_name":"transmission","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000635","qualifier_name":"transmission","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000635","qualifier_name":"transmission","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000635","qualifier_name":"transmission","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012574","descriptor_name":"Schools","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012574","descriptor_name":"Schools","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012574","descriptor_name":"Schools","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012574","descriptor_name":"Schools","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012621","descriptor_name":"Seasons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012621","descriptor_name":"Seasons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012621","descriptor_name":"Seasons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012621","descriptor_name":"Seasons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D016013","descriptor_name":"Likelihood Functions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016013","descriptor_name":"Likelihood Functions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016013","descriptor_name":"Likelihood Functions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016013","descriptor_name":"Likelihood Functions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049674","descriptor_name":"History, 21st Century","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049674","descriptor_name":"History, 21st Century","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049674","descriptor_name":"History, 21st Century","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049674","descriptor_name":"History, 21st Century","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053118","descriptor_name":"Influenza A Virus, H1N1 Subtype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053118","descriptor_name":"Influenza A Virus, H1N1 Subtype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053118","descriptor_name":"Influenza A Virus, H1N1 Subtype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053118","descriptor_name":"Influenza A Virus, H1N1 Subtype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":"Q000266","qualifier_name":"history","is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":"Q000266","qualifier_name":"history","is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":"Q000266","qualifier_name":"history","is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":"Q000266","qualifier_name":"history","is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.1371/journal.pcbi.1003635","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1003635","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1003635&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS Computational Biology","raw_type":"journal-article"},{"id":"pmid:24921923","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24921923","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:academiccommons.columbia.edu:10.7916/D86D5T8F","is_oa":false,"landing_page_url":"https://doi.org/10.7916/D86D5T8F","pdf_url":null,"source":{"id":"https://openalex.org/S4306402601","display_name":"Columbia Academic Commons (Columbia University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78577930","host_organization_name":"Columbia University","host_organization_lineage":["https://openalex.org/I78577930"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Articles"},{"id":"pmh:oai:doaj.org/article:7588682227a142d9ad137d93b5dba98b","is_oa":true,"landing_page_url":"https://doaj.org/article/7588682227a142d9ad137d93b5dba98b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 10, Iss 6, p e1003635 (2014)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/1055754","is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/_Spatial_Transmission_of_2009_Pandemic_Influenza_in_the_US_/1055754","pdf_url":null,"source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Dataset"},{"id":"pmh:oai:pubmedcentral.nih.gov:4055284","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4055284","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"},{"id":"doi:10.7916/d86d5t8f","is_oa":true,"landing_page_url":"https://doi.org/10.7916/d86d5t8f","pdf_url":null,"source":{"id":"https://openalex.org/S4306402601","display_name":"Columbia Academic Commons (Columbia University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78577930","host_organization_name":"Columbia University","host_organization_lineage":["https://openalex.org/I78577930"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1003635","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1003635","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1003635&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8700000047683716,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G397976621","display_name":null,"funder_award_id":"R24HD047879","funder_id":"https://openalex.org/F4320337611","funder_display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development"},{"id":"https://openalex.org/G562650925","display_name":"Containing Bioterrorist and Emerging Infectious Diseases","funder_award_id":"2u01gm070749-07","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6228112165","display_name":null,"funder_award_id":"R01GM100467","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G6317029238","display_name":null,"funder_award_id":"U01-GM070749","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"}],"funders":[{"id":"https://openalex.org/F4320306110","display_name":"U.S. Department of Homeland Security","ror":"https://ror.org/00jyr0d86"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332664","display_name":"Science and Technology Directorate","ror":"https://ror.org/00jyr0d86"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"},{"id":"https://openalex.org/F4320337356","display_name":"Fogarty International Center","ror":"https://ror.org/02xey9a22"},{"id":"https://openalex.org/F4320337611","display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","ror":"https://ror.org/04byxyr05"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2171647573.pdf","grobid_xml":"https://content.openalex.org/works/W2171647573.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W169672029","https://openalex.org/W1529349762","https://openalex.org/W1598756928","https://openalex.org/W1965215309","https://openalex.org/W1968344341","https://openalex.org/W1970387673","https://openalex.org/W1997449629","https://openalex.org/W2001454048","https://openalex.org/W2010365240","https://openalex.org/W2014238855","https://openalex.org/W2016900314","https://openalex.org/W2029997459","https://openalex.org/W2033182966","https://openalex.org/W2051957831","https://openalex.org/W2065069831","https://openalex.org/W2068592034","https://openalex.org/W2069929201","https://openalex.org/W2076545815","https://openalex.org/W2079779136","https://openalex.org/W2087998303","https://openalex.org/W2090164911","https://openalex.org/W2090978188","https://openalex.org/W2099901384","https://openalex.org/W2100848755","https://openalex.org/W2104149972","https://openalex.org/W2108253190","https://openalex.org/W2118906894","https://openalex.org/W2122271145","https://openalex.org/W2125241192","https://openalex.org/W2132768418","https://openalex.org/W2138064535","https://openalex.org/W2139643914","https://openalex.org/W2141438518","https://openalex.org/W2142240784","https://openalex.org/W2142703753","https://openalex.org/W2153001651","https://openalex.org/W2153708508","https://openalex.org/W2153749443","https://openalex.org/W2154523264","https://openalex.org/W2157725602","https://openalex.org/W2165012312","https://openalex.org/W2166022262","https://openalex.org/W2169258494","https://openalex.org/W2169880495","https://openalex.org/W2170131286","https://openalex.org/W2798698955","https://openalex.org/W3101335933","https://openalex.org/W4301446724","https://openalex.org/W4302331569"],"related_works":["https://openalex.org/W2089023348","https://openalex.org/W4249412175","https://openalex.org/W1576689067","https://openalex.org/W2116003036","https://openalex.org/W2430296628","https://openalex.org/W2903745476","https://openalex.org/W1972047011","https://openalex.org/W2086437276","https://openalex.org/W2043226383","https://openalex.org/W2322470465"],"abstract_inverted_index":{"The":[0,177,253],"2009":[1,32,218],"H1N1":[2],"influenza":[3,58,215,270],"pandemic":[4,24,73,214,269],"provides":[5],"a":[6,85,106,181,205],"unique":[7],"opportunity":[8],"for":[9,250,275],"detailed":[10],"examination":[11],"of":[12,16,70,92,94,108,125,156,183,213,268,284],"the":[13,21,23,31,42,47,68,71,90,95,118,123,126,145,154,157,184,192,198,210,220,243,256,265,273,279],"spatial":[14,55,87,148,170,226],"dynamics":[15],"an":[17],"emerging":[18],"pathogen.":[19],"In":[20,208],"US,":[22],"was":[25,35,160,222],"characterized":[26],"by":[27,224,230],"substantial":[28],"geographical":[29],"heterogeneity:":[30],"spring":[33,146,193],"wave":[34,45,74,128,159,194],"limited":[36],"mainly":[37],"to":[38,66,115,134,242],"northeastern":[39],"cities":[40,78,101],"while":[41],"larger":[43],"fall":[44,72,96,127,158,217],"affected":[46],"whole":[48],"country.":[49],"Here":[50],"we":[51],"use":[52,112],"finely":[53],"resolved":[54],"and":[56,79,102,150,200,271,281],"temporal":[57],"disease":[59],"data":[60],"based":[61],"on":[62,278],"electronic":[63],"medical":[64],"claims":[65],"explore":[67],"spread":[69,171,212,227,267],"across":[75],"271":[76],"US":[77,221],"associated":[80,121],"suburban":[81],"areas.":[82],"We":[83,111],"document":[84],"clear":[86],"pattern":[88],"in":[89,99,174,216,219,240,263],"timing":[91,124],"onset":[93,155],"wave,":[97,147],"starting":[98],"southeastern":[100],"spreading":[103],"outwards":[104],"over":[105],"period":[107],"three":[109],"months.":[110],"mechanistic":[113],"models":[114,168],"tease":[116],"apart":[117],"external":[119],"factors":[120],"with":[122,162],"arrival:":[129],"differential":[130],"seeding":[131],"events":[132],"linked":[133],"demographic":[135],"factors,":[136],"school":[137,163,231],"opening":[138],"dates,":[139],"absolute":[140],"humidity,":[141],"prior":[142,189],"immunity":[143],"from":[144],"diffusion,":[149],"their":[151],"interactions.":[152],"Although":[153],"correlated":[161],"openings":[164,232],"as":[165],"previously":[166,248],"reported,":[167],"including":[169],"alone":[172],"resulted":[173],"better":[175],"fit.":[176],"best":[178],"model":[179],"had":[180],"combination":[182],"two.":[185],"Absolute":[186],"humidity":[187],"or":[188],"exposure":[190],"during":[191],"did":[195],"not":[196],"improve":[197],"fit":[199],"population":[201],"size":[202],"only":[203],"played":[204],"weak":[206],"role.":[207],"conclusion,":[209],"protracted":[211],"dominated":[223],"short-distance":[225],"partially":[228],"catalysed":[229],"rather":[233],"than":[234],"long-distance":[235],"transmission":[236,246],"events.":[237],"This":[238],"is":[239],"contrast":[241],"rapid":[244],"hierarchical":[245],"patterns":[247,283],"described":[249],"seasonal":[251],"influenza.":[252],"findings":[254],"underline":[255],"critical":[257],"role":[258],"that":[259],"school-age":[260],"children":[261],"play":[262],"facilitating":[264],"geographic":[266],"highlight":[272],"need":[274],"further":[276],"information":[277],"movement":[280],"mixing":[282],"this":[285],"age":[286],"group.":[287]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":34},{"year":2020,"cited_by_count":28},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":25},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":19},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":2}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}
