{"id":"https://openalex.org/W2330447295","doi":"https://doi.org/10.1249/mss.0000000000000624","title":"Effect of WBGT Index Measurement Location on Heat Stress Category Classification","display_name":"Effect of WBGT Index Measurement Location on Heat Stress Category Classification","publication_year":2015,"publication_date":"2015-01-27","ids":{"openalex":"https://openalex.org/W2330447295","doi":"https://doi.org/10.1249/mss.0000000000000624","mag":"2330447295","pmid":"https://pubmed.ncbi.nlm.nih.gov/25628176"},"language":"en","primary_location":{"id":"doi:10.1249/mss.0000000000000624","doi":"https://doi.org/10.1249/mss.0000000000000624","is_oa":false,"landing_page_url":"https://doi.org/10.1249/mss.0000000000000624","pdf_url":null,"source":{"id":"https://openalex.org/S14544163","display_name":"Medicine & Science in Sports & Exercise","issn_l":"0195-9131","issn":["0195-9131","1530-0315"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315671","host_organization_name":"Lippincott Williams & Wilkins","host_organization_lineage":["https://openalex.org/P4310315671","https://openalex.org/P4310318547"],"host_organization_lineage_names":["Lippincott Williams & Wilkins","Wolters Kluwer"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medicine &amp; Science in Sports &amp; Exercise","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064940081","display_name":"Samuel N. Cheuvront","orcid":"https://orcid.org/0000-0002-3957-6395","observed_orcids":["https://orcid.org/0000-0002-3957-6395"]},"institutions":[{"id":"https://openalex.org/I121067369","display_name":"U.S. Army Research Institute of Environmental Medicine","ror":"https://ror.org/00rg6zq05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I106965489","https://openalex.org/I121067369","https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802581893"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"SAMUEL N. CHEUVRONT","raw_affiliation_strings":["1U.S. Army Research Institute of Environmental Medicine, Natick, MA; and 2Boston Athletic Association, Boston, MA","U.S. Army Research Institute of Environmental Medicine, Natick, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1U.S. Army Research Institute of Environmental Medicine, Natick, MA; and 2Boston Athletic Association, Boston, MA","institution_ids":["https://openalex.org/I121067369"]},{"raw_affiliation_string":"U.S. Army Research Institute of Environmental Medicine, Natick, MA","institution_ids":["https://openalex.org/I121067369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019979768","display_name":"Elizabeth M. Caruso","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I121067369","display_name":"U.S. Army Research Institute of Environmental Medicine","ror":"https://ror.org/00rg6zq05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I106965489","https://openalex.org/I121067369","https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802581893"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"ELIZABETH M. CARUSO","raw_affiliation_strings":["U.S. Army Research Institute of Environmental Medicine, Natick, MA","U.S. Army Research Institute of Environmental Medicine, Natick, MA; and"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Research Institute of Environmental Medicine, Natick, MA","institution_ids":["https://openalex.org/I121067369"]},{"raw_affiliation_string":"U.S. Army Research Institute of Environmental Medicine, Natick, MA; and","institution_ids":["https://openalex.org/I121067369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063779765","display_name":"Kristen R. Heavens","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I121067369","display_name":"U.S. Army Research Institute of Environmental Medicine","ror":"https://ror.org/00rg6zq05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I106965489","https://openalex.org/I121067369","https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802581893"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"KRISTEN R. HEAVENS","raw_affiliation_strings":["U.S. Army Research Institute of Environmental Medicine, Natick, MA","U.S. Army Research Institute of Environmental Medicine, Natick, MA; and"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Research Institute of Environmental Medicine, Natick, MA","institution_ids":["https://openalex.org/I121067369"]},{"raw_affiliation_string":"U.S. Army Research Institute of Environmental Medicine, Natick, MA; and","institution_ids":["https://openalex.org/I121067369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024883944","display_name":"Anthony J. Karis","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I121067369","display_name":"U.S. Army Research Institute of Environmental Medicine","ror":"https://ror.org/00rg6zq05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I106965489","https://openalex.org/I121067369","https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802581893"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"ANTHONY J. KARIS","raw_affiliation_strings":["U.S. Army Research Institute of Environmental Medicine, Natick, MA","U.S. Army Research Institute of Environmental Medicine, Natick, MA; and"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Research Institute of Environmental Medicine, Natick, MA","institution_ids":["https://openalex.org/I121067369"]},{"raw_affiliation_string":"U.S. Army Research Institute of Environmental Medicine, Natick, MA; and","institution_ids":["https://openalex.org/I121067369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066048759","display_name":"William R. Santee","orcid":"https://orcid.org/0000-0002-0389-9862","observed_orcids":["https://orcid.org/0000-0002-0389-9862"]},"institutions":[{"id":"https://openalex.org/I121067369","display_name":"U.S. Army Research Institute of Environmental Medicine","ror":"https://ror.org/00rg6zq05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I106965489","https://openalex.org/I121067369","https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802581893"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"WILLIAM R. SANTEE","raw_affiliation_strings":["U.S. Army Research Institute of Environmental Medicine, Natick, MA","U.S. Army Research Institute of Environmental Medicine, Natick, MA; and"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Research Institute of Environmental Medicine, Natick, MA","institution_ids":["https://openalex.org/I121067369"]},{"raw_affiliation_string":"U.S. Army Research Institute of Environmental Medicine, Natick, MA; and","institution_ids":["https://openalex.org/I121067369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035981532","display_name":"Chris Troyanos","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"CHRIS TROYANOS","raw_affiliation_strings":["Boston Athletic Association, Boston, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Boston Athletic Association, Boston, MA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113518161","display_name":"Pierre A. d\u2019Hemecourt","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"PIERRE D\u2019HEMECOURT","raw_affiliation_strings":["Boston Athletic Association, Boston, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Boston Athletic Association, Boston, MA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.156,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.75393197,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"47","issue":"9","first_page":"1958","last_page":"1964"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11109","display_name":"Thermoregulation and physiological responses","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology (medical)"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11109","display_name":"Thermoregulation and physiological responses","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology (medical)"},"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12365","display_name":"Effects of Environmental Stressors on Livestock","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1103","display_name":"Animal Science and Zoology"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wet-bulb-globe-temperature","display_name":"wet bulb globe temperature","score":0.9860000014305115},{"id":"https://openalex.org/keywords/heat-stress","display_name":"heat stress","score":0.781000018119812},{"id":"https://openalex.org/keywords/boston-marathon","display_name":"Boston Marathon","score":0.6840000152587891},{"id":"https://openalex.org/keywords/black-globe-temperature","display_name":"black globe temperature","score":0.7369999885559082},{"id":"https://openalex.org/keywords/wet-bulb-temperature","display_name":"wet-bulb temperature","score":0.9169999957084656},{"id":"https://openalex.org/keywords/heat-stress-monitoring","display_name":"heat stress monitoring","score":0.6980000138282776},{"id":"https://openalex.org/keywords/racecourses","display_name":"racecourses","score":0.5400000214576721}],"concepts":[{"id":"https://openalex.org/C75043328","wikidata":"https://www.wikidata.org/wiki/Q910009","display_name":"Wet-bulb globe temperature","level":3,"score":0.927965521812439},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5317040085792542},{"id":"https://openalex.org/C2987418964","wikidata":"https://www.wikidata.org/wiki/Q242165","display_name":"Heat stress","level":2,"score":0.4170375168323517},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35579198598861694},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.35578933358192444},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3277960419654846},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.2976056933403015},{"id":"https://openalex.org/C2983363897","wikidata":"https://www.wikidata.org/wiki/Q845339","display_name":"Air temperature","level":2,"score":0.24568191170692444},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22288790345191956},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08659681677818298}],"mesh":[{"descriptor_ui":"D001900","descriptor_name":"Boston","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D006358","descriptor_name":"Hot Temperature","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":"D014887","descriptor_name":"Weather","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018882","descriptor_name":"Heat Stress Disorders","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1249/mss.0000000000000624","doi":"https://doi.org/10.1249/mss.0000000000000624","is_oa":false,"landing_page_url":"https://doi.org/10.1249/mss.0000000000000624","pdf_url":null,"source":{"id":"https://openalex.org/S14544163","display_name":"Medicine & Science in Sports & Exercise","issn_l":"0195-9131","issn":["0195-9131","1530-0315"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315671","host_organization_name":"Lippincott Williams & Wilkins","host_organization_lineage":["https://openalex.org/P4310315671","https://openalex.org/P4310318547"],"host_organization_lineage_names":["Lippincott Williams & Wilkins","Wolters Kluwer"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medicine &amp; Science in Sports &amp; Exercise","raw_type":"journal-article"},{"id":"pmid:25628176","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25628176","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,"listed_in":[],"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":"Medicine and science in sports and exercise","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.428600013256073,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W48332454","https://openalex.org/W1518609463","https://openalex.org/W1963657235","https://openalex.org/W1968635229","https://openalex.org/W1983580543","https://openalex.org/W2016224862","https://openalex.org/W2022499414","https://openalex.org/W2037557484","https://openalex.org/W2041852225","https://openalex.org/W2061712080","https://openalex.org/W2075436888","https://openalex.org/W2105733332","https://openalex.org/W2106784657","https://openalex.org/W2120420374","https://openalex.org/W2136565445","https://openalex.org/W2137516673","https://openalex.org/W2155746559","https://openalex.org/W2162250220","https://openalex.org/W2256136317","https://openalex.org/W2472717797","https://openalex.org/W2887671570","https://openalex.org/W4242724066"],"related_works":["https://openalex.org/W4385813609","https://openalex.org/W4385995578","https://openalex.org/W2743382299","https://openalex.org/W4408884968","https://openalex.org/W4290737483","https://openalex.org/W2895228330","https://openalex.org/W4389099514","https://openalex.org/W3210947330","https://openalex.org/W1635937208","https://openalex.org/W4389137828"],"abstract_inverted_index":{"UNLABELLED:":[0],"The":[1,100,118],"location":[2],"of":[3,85,154,174,179,216,233,273],"the":[4,31,70,86,217,249,256,262],"wet":[5,164],"bulb":[6,165],"globe":[7,161],"temperature":[8],"(WBGT)":[9],"index":[10,212],"measurement":[11,101],"may":[12],"affect":[13],"heat":[14,286],"stress":[15,287],"flag":[16,150,188,206,234,275],"category":[17],"classification.":[18],"PURPOSE:":[19],"This":[20],"study":[21],"aimed":[22],"to":[23,55,226,269,284],"compare":[24,37],"WBGT":[25,38,46,49,76,113,128,148,175,211,238,253,264],"measurements":[26,245],"at":[27,58],"three":[28],"locations":[29,108],"along":[30,213],"Boston":[32,71,218],"Marathon":[33,72,219],"race":[34,73,220,257],"course":[35,87,107,121,144,187,205],"and":[36,43,65,122,162,169,183,201,255],"estimates":[39,77,239],"for":[40,80,240,281],"meteorological":[41,82,241],"stations":[42,83,123],"72-h":[44,96],"advanced":[45,97,271],"forecasts.":[47,98],"METHODS:":[48],"was":[50,109,124],"measured":[51],"hourly":[52],"from":[53],"1000":[54],"1400":[56],"h":[57],"approximately":[59,62,66],"7":[60],"km,":[61,64],"18":[63],"30":[67],"km":[68,215],"on":[69],"course.":[74],"Simultaneous":[75],"were":[78],"made":[79],"two":[81],"southeast":[84],"via":[88],"a":[89],"commercial":[90],"online":[91],"system,":[92],"which":[93],"also":[94],"provided":[95],"RESULTS:":[99],"difference":[102,119],"(mean":[103],"\u00b1":[104,111,126],"SD)":[105],"among":[106],"0.2\u00b0C":[110],"1.8\u00b0C":[112],"(ANOVA,":[114],"P":[115,130,191],">":[116],"0.05).":[117,132,193],"between":[120,251],"1.9\u00b0C":[125],"2.4\u00b0C":[127],"(t-test,":[129],"<":[131,192],"Station":[133],"values":[134,145,265],"underestimated":[135,197],"(n":[136,141],"=":[137,142],"98)":[138],"or":[139],"overestimated":[140],"13)":[143],"by":[146],">3\u00b0C":[147],"(>0.5":[149],"category)":[151],"in":[152,177,210],"111":[153],"245":[155],"paired":[156],"comparisons":[157],"(45%).":[158],"Higher":[159],"black":[160,184,202],"lower":[163],"temperatures":[166],"explained":[167],"over-":[168],"underestimates,":[170],"respectively.":[171],"Significant":[172],"underestimates":[173],"resulted":[176],"misclassification":[178,232],"green":[180],"(labeled":[181,185,199,203],"white)":[182],"red)":[186,204],"categories":[189,235],"(\u03c72,":[190],"Forecast":[194],"data":[195],"significantly":[196],"red":[198],"amber)":[200],"categories.":[207],"CONCLUSIONS:":[208],"Differences":[209],"23":[214],"route":[221],"can":[222,259],"be":[223,260,267],"small":[224],"enough":[225],"warrant":[227],"single":[228],"measurements.":[229],"However,":[230],"significant":[231],"occurred":[236],"using":[237],"stations;":[242],"thus,":[243],"local":[244],"are":[246],"preferred.":[247],"If":[248],"relation":[250],"station":[252],"forecasts":[254],"sites":[258],"established,":[261],"forecast":[263],"could":[266],"corrected":[268],"give":[270],"warning":[272],"approximate":[274],"conditions.":[276],"Similar":[277],"work":[278],"is":[279],"proposed":[280],"other":[282],"venues":[283],"improve":[285],"monitoring.":[288]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-06-24T00:00:00"}
