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Heat/mortality sensitivities in Los Angeles during winter: a unique phenomenon in the United States
Extreme heat is often associated with elevated levels of human mortality, particularly across the mid-latitudes. Los Angeles, CA exhibits a unique, highly variable winter climate, with brief periods of intense heat caused by downsloping winds commonly known as Santa Ana winds. The goal is to determi...
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Published in: | Environmental health 2018-05, Vol.17 (1), p.45-12, Article 45 |
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creator | Kalkstein, Adam J Kalkstein, Laurence S Vanos, Jennifer K Eisenman, David P Grady Dixon, P |
description | Extreme heat is often associated with elevated levels of human mortality, particularly across the mid-latitudes. Los Angeles, CA exhibits a unique, highly variable winter climate, with brief periods of intense heat caused by downsloping winds commonly known as Santa Ana winds. The goal is to determine if Los Angeles County is susceptible to heat-related mortality during the winter season. This is the first study to specifically evaluate heat-related mortality during the winter for a U.S. city.
Utilizing the Spatial Synoptic Classification system in Los Angeles County from 1979 through 2010, we first relate daily human mortality to synoptic air mass type during the winter season (December, January, February) using Welch's t-tests. However, this methodology is only somewhat effective at controlling for important inter- and intra-annual trends in human mortality unrelated to heat such as influenza outbreaks. As a result, we use distributed lag nonlinear modeling (DLNM) to evaluate if the relative risk of human mortality increases during higher temperatures in Los Angeles, as the DLNM is more effective at controlling for variability at multiple temporal scales within the human mortality dataset.
Significantly higher human mortality is uncovered in winter when dry tropical air is present in Los Angeles, particularly among those 65 years and older (p |
doi_str_mv | 10.1186/s12940-018-0389-7 |
format | article |
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Utilizing the Spatial Synoptic Classification system in Los Angeles County from 1979 through 2010, we first relate daily human mortality to synoptic air mass type during the winter season (December, January, February) using Welch's t-tests. However, this methodology is only somewhat effective at controlling for important inter- and intra-annual trends in human mortality unrelated to heat such as influenza outbreaks. As a result, we use distributed lag nonlinear modeling (DLNM) to evaluate if the relative risk of human mortality increases during higher temperatures in Los Angeles, as the DLNM is more effective at controlling for variability at multiple temporal scales within the human mortality dataset.
Significantly higher human mortality is uncovered in winter when dry tropical air is present in Los Angeles, particularly among those 65 years and older (p < 0.001). The DLNM reveals the relative risk of human mortality increases when above average temperatures are present. Results are especially pronounced for maximum and mean temperatures, along with total mortality and those 65 + .
The discovery of heat-related mortality in winter is a unique finding in the United States, and we recommend stakeholders consider warning and intervention techniques to mitigate the role of winter heat on human health in the County.</description><identifier>ISSN: 1476-069X</identifier><identifier>EISSN: 1476-069X</identifier><identifier>DOI: 10.1186/s12940-018-0389-7</identifier><identifier>PMID: 29724242</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Air masses ; Casualties ; DLNM ; Extreme Heat - adverse effects ; Extreme weather ; Health aspects ; Heat ; Human mortality ; Humans ; Humidity ; Los Angeles ; Los Angeles - epidemiology ; Mortality ; Nonlinear Dynamics ; Risk ; Seasons ; Wind ; Winter heat waves</subject><ispartof>Environmental health, 2018-05, Vol.17 (1), p.45-12, Article 45</ispartof><rights>COPYRIGHT 2018 BioMed Central Ltd.</rights><rights>The Author(s). 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c532t-174ebbcebe4920265fd70ba89f51fdc8d6fe593272c9b2198ae26084a621ef33</citedby><cites>FETCH-LOGICAL-c532t-174ebbcebe4920265fd70ba89f51fdc8d6fe593272c9b2198ae26084a621ef33</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5934864/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5934864/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29724242$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kalkstein, Adam J</creatorcontrib><creatorcontrib>Kalkstein, Laurence S</creatorcontrib><creatorcontrib>Vanos, Jennifer K</creatorcontrib><creatorcontrib>Eisenman, David P</creatorcontrib><creatorcontrib>Grady Dixon, P</creatorcontrib><title>Heat/mortality sensitivities in Los Angeles during winter: a unique phenomenon in the United States</title><title>Environmental health</title><addtitle>Environ Health</addtitle><description>Extreme heat is often associated with elevated levels of human mortality, particularly across the mid-latitudes. Los Angeles, CA exhibits a unique, highly variable winter climate, with brief periods of intense heat caused by downsloping winds commonly known as Santa Ana winds. The goal is to determine if Los Angeles County is susceptible to heat-related mortality during the winter season. This is the first study to specifically evaluate heat-related mortality during the winter for a U.S. city.
Utilizing the Spatial Synoptic Classification system in Los Angeles County from 1979 through 2010, we first relate daily human mortality to synoptic air mass type during the winter season (December, January, February) using Welch's t-tests. However, this methodology is only somewhat effective at controlling for important inter- and intra-annual trends in human mortality unrelated to heat such as influenza outbreaks. As a result, we use distributed lag nonlinear modeling (DLNM) to evaluate if the relative risk of human mortality increases during higher temperatures in Los Angeles, as the DLNM is more effective at controlling for variability at multiple temporal scales within the human mortality dataset.
Significantly higher human mortality is uncovered in winter when dry tropical air is present in Los Angeles, particularly among those 65 years and older (p < 0.001). The DLNM reveals the relative risk of human mortality increases when above average temperatures are present. Results are especially pronounced for maximum and mean temperatures, along with total mortality and those 65 + .
The discovery of heat-related mortality in winter is a unique finding in the United States, and we recommend stakeholders consider warning and intervention techniques to mitigate the role of winter heat on human health in the County.</description><subject>Air masses</subject><subject>Casualties</subject><subject>DLNM</subject><subject>Extreme Heat - adverse effects</subject><subject>Extreme weather</subject><subject>Health aspects</subject><subject>Heat</subject><subject>Human mortality</subject><subject>Humans</subject><subject>Humidity</subject><subject>Los Angeles</subject><subject>Los Angeles - epidemiology</subject><subject>Mortality</subject><subject>Nonlinear Dynamics</subject><subject>Risk</subject><subject>Seasons</subject><subject>Wind</subject><subject>Winter heat waves</subject><issn>1476-069X</issn><issn>1476-069X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNptUl1rFDEUHUSxtfoDfJGAz9MmmXz6ICxF28KCD1bwLWQyd2ZTdpI1yVb67812tHRBLofc3Nxz7g2cpnlP8DkhSlxkQjXDLSaqxZ3SrXzRnBImRYuF_vnyWX7SvMn5DmMileCvmxOqJWU1Tht3DbZczDEVu_XlAWUI2Rd_XwEZ-YDWMaNVmGBbr8M--TCh3z4USJ-QRfvgf-0B7TYQ4lwRDoyyAfQj-AID-l5sgfy2eTXabYZ3f8-z5vbrl9vL63b97ermcrVuHe9oaYlk0PcOemCaYir4OEjcW6VHTsbBqUGMwHVHJXW6p0QrC1RgxaygBMauO2tuFtkh2juzS3626cFE681jIabJ2FS824IBCdRC3wkJmvE6g1heoSTGAxeUV63Pi9Zu388wOAgl2e2R6PFL8BszxXtTF2RKsCrwcRGYbJ3nwxhrm5t9dmbFmZCKSn1Y-fw_XTUGmL2LAUZf60cEshBcijknGJ9WItgcPGEWT5jqCXPwhJGV8-H5X54Y_0zQ_QEC3rNQ</recordid><startdate>20180503</startdate><enddate>20180503</enddate><creator>Kalkstein, Adam J</creator><creator>Kalkstein, Laurence S</creator><creator>Vanos, Jennifer K</creator><creator>Eisenman, David P</creator><creator>Grady Dixon, P</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><general>BMC</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20180503</creationdate><title>Heat/mortality sensitivities in Los Angeles during winter: a unique phenomenon in the United States</title><author>Kalkstein, Adam J ; Kalkstein, Laurence S ; Vanos, Jennifer K ; Eisenman, David P ; Grady Dixon, P</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c532t-174ebbcebe4920265fd70ba89f51fdc8d6fe593272c9b2198ae26084a621ef33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Air masses</topic><topic>Casualties</topic><topic>DLNM</topic><topic>Extreme Heat - adverse effects</topic><topic>Extreme weather</topic><topic>Health aspects</topic><topic>Heat</topic><topic>Human mortality</topic><topic>Humans</topic><topic>Humidity</topic><topic>Los Angeles</topic><topic>Los Angeles - epidemiology</topic><topic>Mortality</topic><topic>Nonlinear Dynamics</topic><topic>Risk</topic><topic>Seasons</topic><topic>Wind</topic><topic>Winter heat waves</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kalkstein, Adam J</creatorcontrib><creatorcontrib>Kalkstein, Laurence S</creatorcontrib><creatorcontrib>Vanos, Jennifer K</creatorcontrib><creatorcontrib>Eisenman, David P</creatorcontrib><creatorcontrib>Grady Dixon, P</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Environmental health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kalkstein, Adam J</au><au>Kalkstein, Laurence S</au><au>Vanos, Jennifer K</au><au>Eisenman, David P</au><au>Grady Dixon, P</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Heat/mortality sensitivities in Los Angeles during winter: a unique phenomenon in the United States</atitle><jtitle>Environmental health</jtitle><addtitle>Environ Health</addtitle><date>2018-05-03</date><risdate>2018</risdate><volume>17</volume><issue>1</issue><spage>45</spage><epage>12</epage><pages>45-12</pages><artnum>45</artnum><issn>1476-069X</issn><eissn>1476-069X</eissn><abstract>Extreme heat is often associated with elevated levels of human mortality, particularly across the mid-latitudes. Los Angeles, CA exhibits a unique, highly variable winter climate, with brief periods of intense heat caused by downsloping winds commonly known as Santa Ana winds. The goal is to determine if Los Angeles County is susceptible to heat-related mortality during the winter season. This is the first study to specifically evaluate heat-related mortality during the winter for a U.S. city.
Utilizing the Spatial Synoptic Classification system in Los Angeles County from 1979 through 2010, we first relate daily human mortality to synoptic air mass type during the winter season (December, January, February) using Welch's t-tests. However, this methodology is only somewhat effective at controlling for important inter- and intra-annual trends in human mortality unrelated to heat such as influenza outbreaks. As a result, we use distributed lag nonlinear modeling (DLNM) to evaluate if the relative risk of human mortality increases during higher temperatures in Los Angeles, as the DLNM is more effective at controlling for variability at multiple temporal scales within the human mortality dataset.
Significantly higher human mortality is uncovered in winter when dry tropical air is present in Los Angeles, particularly among those 65 years and older (p < 0.001). The DLNM reveals the relative risk of human mortality increases when above average temperatures are present. Results are especially pronounced for maximum and mean temperatures, along with total mortality and those 65 + .
The discovery of heat-related mortality in winter is a unique finding in the United States, and we recommend stakeholders consider warning and intervention techniques to mitigate the role of winter heat on human health in the County.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>29724242</pmid><doi>10.1186/s12940-018-0389-7</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Air masses Casualties DLNM Extreme Heat - adverse effects Extreme weather Health aspects Heat Human mortality Humans Humidity Los Angeles Los Angeles - epidemiology Mortality Nonlinear Dynamics Risk Seasons Wind Winter heat waves |
title | Heat/mortality sensitivities in Los Angeles during winter: a unique phenomenon in the United States |
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