Future burden of humid-heat related mortality in Europe aggravated by compound day-night warming and aging

preprint OA: closed CC-BY-4.0
📄 Open PDF Full text JSON View at publisher

Abstract

Abstract Summer heatwaves are shifting from typical dry-heat to more humid conditions, with more frequent day-night compound heat extremes. As the fastest warming and aging continent, understanding the roles of climate and population dynamics is crucial for Europe to avoid underestimation of future heat-related health risks. Here we use a distributed lag nonlinear model that accounts for humid heat and day-night compound hot extremes to quantify future heat-related excess mortality in Europe due to changes in climate, population size, and age structure. We find humid heat can reduce the root mean square error of the model by 26 deaths compared to dry-bulb tempreature alone. Day-night compound hot extremes posing a 1.5 times higher risk of death than daytime only heat when lasting over 3 days. We project that total annual heat-induced mortality in Europe will increase by 24,670–69,827 deaths per degree of global warming under different Shared Socio-economic Pathways (SSPs), with western and northern Europe suffering the most. The increase in the future burden of heat-related mortality burden in Europe is dominanted by increased warming levels (accounting for 51.2–89.1% of the increase heat-related deaths) and an aging population structure (explaining 37.9–72.2% of the increase in the attributable heat-related mortality), although population decline under certain SSPs, such as SSP3 (a pathway of increased nationalism, regional rivalry, and decreased globalization), offsets over 34,000 heat-related deaths. Our analysis thus highlights the essential roles of mitigating and adapting to climate changes and increasing the resilience of older adults in reducing heat-related health risks in Europe.
Full text 14,078 characters · extracted from preprint-html · click to expand
Future burden of humid-heat related mortality in Europe aggravated by compound day-night warming and aging | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Article Future burden of humid-heat related mortality in Europe aggravated by compound day-night warming and aging Yong Ge, Xilin Wu, Jun Wang, Zhoupeng Ren, Die Zhang, Shengjie Lai, and 1 more This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-3957517/v1 This work is licensed under a CC BY 4.0 License Status: Under Review Version 1 posted You are reading this latest preprint version Abstract Summer heatwaves are shifting from typical dry-heat to more humid conditions, with more frequent day-night compound heat extremes. As the fastest warming and aging continent, understanding the roles of climate and population dynamics is crucial for Europe to avoid underestimation of future heat-related health risks. Here we use a distributed lag nonlinear model that accounts for humid heat and day-night compound hot extremes to quantify future heat-related excess mortality in Europe due to changes in climate, population size, and age structure. We find humid heat can reduce the root mean square error of the model by 26 deaths compared to dry-bulb tempreature alone. Day-night compound hot extremes posing a 1.5 times higher risk of death than daytime only heat when lasting over 3 days. We project that total annual heat-induced mortality in Europe will increase by 24,670–69,827 deaths per degree of global warming under different Shared Socio-economic Pathways (SSPs), with western and northern Europe suffering the most. The increase in the future burden of heat-related mortality burden in Europe is dominanted by increased warming levels (accounting for 51.2–89.1% of the increase heat-related deaths) and an aging population structure (explaining 37.9–72.2% of the increase in the attributable heat-related mortality), although population decline under certain SSPs, such as SSP3 (a pathway of increased nationalism, regional rivalry, and decreased globalization), offsets over 34,000 heat-related deaths. Our analysis thus highlights the essential roles of mitigating and adapting to climate changes and increasing the resilience of older adults in reducing heat-related health risks in Europe. Earth and environmental sciences/Environmental social sciences/Climate-change impacts/Environmental health Earth and environmental sciences/Climate sciences/Climate change/Projection and prediction Earth and environmental sciences/Climate sciences/Climate change/Climate-change impacts/Environmental health Earth and environmental sciences/Environmental social sciences/Socioeconomic scenarios Full Text Additional Declarations There is NO Competing Interest. Supplementary Files Supplementaryinformation.pdf Cite Share Download PDF Status: Under Review Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-3957517","acceptedTermsAndConditions":true,"allowDirectSubmit":false,"archivedVersions":[],"articleType":"Article","associatedPublications":[],"authors":[{"id":282792195,"identity":"8c79d432-917f-4a0f-8dbe-07b04eced2e9","order_by":0,"name":"Yong Ge","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAAuElEQVRIiWNgGAWjYHACxgcPGBh4SNLCbJBAqhY2iQSS1Mu795hVJO6xkZFvYH74gaHmDmEthmfOmN1IeJbGY3CAzViC4dgzIrTMyAFqOXCYx4CBwYyBseEwEVrmvzErSDjwn0e+gf0bcVrkJXjMGBIOHOBhOMBDpC0GPGnFEgkHknkMDvMAGceIsaX98MYPHw7Y2cu3twMZNcTYcoDDAMJiBuIEwhqAtjSwPyBG3SgYBaNgFIxkAADlPTavwDVBswAAAABJRU5ErkJggg==","orcid":"https://orcid.org/0000-0002-5175-5812","institution":"Institute of Geographic Sciences \u0026 Natural Resources Research, Chinese Academy of Sciences","correspondingAuthor":true,"submittingAuthor":false,"prefix":"","firstName":"Yong","middleName":"","lastName":"Ge","suffix":""},{"id":282792197,"identity":"9ff8653e-2e7c-49f9-9d25-7efcfd8e2f68","order_by":1,"name":"Xilin Wu","email":"","orcid":"https://orcid.org/0000-0003-4288-7853","institution":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences","correspondingAuthor":false,"submittingAuthor":false,"prefix":"","firstName":"Xilin","middleName":"","lastName":"Wu","suffix":""},{"id":282792199,"identity":"0ef3911f-21fd-429a-a777-f2b087b11e56","order_by":2,"name":"Jun Wang","email":"","orcid":"","institution":"Institute of Geographic Sciences and Natural Resources Research, CAS","correspondingAuthor":false,"submittingAuthor":false,"prefix":"","firstName":"Jun","middleName":"","lastName":"Wang","suffix":""},{"id":282792200,"identity":"e12201b2-3fd6-45a7-95e6-caf269996a60","order_by":3,"name":"Zhoupeng Ren","email":"","orcid":"https://orcid.org/0000-0003-1766-2820","institution":"Institute of Geographic Science and Natural Resource Research, Chinese Academy of Sciences, Beijing, China","correspondingAuthor":false,"submittingAuthor":false,"prefix":"","firstName":"Zhoupeng","middleName":"","lastName":"Ren","suffix":""},{"id":282792201,"identity":"6fa24b43-7d4c-4869-98fb-503c336a4b72","order_by":4,"name":"Die Zhang","email":"","orcid":"","institution":"Jiangxi Normal University","correspondingAuthor":false,"submittingAuthor":false,"prefix":"","firstName":"Die","middleName":"","lastName":"Zhang","suffix":""},{"id":282792202,"identity":"bb60c5ec-6f5a-4a0c-9de3-42182b2341f2","order_by":5,"name":"Shengjie Lai","email":"","orcid":"","institution":"University of Southampton","correspondingAuthor":false,"submittingAuthor":false,"prefix":"","firstName":"Shengjie","middleName":"","lastName":"Lai","suffix":""},{"id":282792203,"identity":"d70e342f-acc4-4a78-bbc2-5e0468c620a4","order_by":6,"name":"Jianghao Wang","email":"","orcid":"https://orcid.org/0000-0001-5333-3827","institution":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences","correspondingAuthor":false,"submittingAuthor":false,"prefix":"","firstName":"Jianghao","middleName":"","lastName":"Wang","suffix":""}],"badges":[],"createdAt":"2024-02-15 03:40:24","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-3957517/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-3957517/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":54262032,"identity":"4f83a45d-1435-4660-b8f2-ad35e48042c2","added_by":"auto","created_at":"2024-04-08 03:32:08","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":2102092,"visible":true,"origin":"","legend":"","description":"","filename":"Manuscriptclean.pdf","url":"https://assets-eu.researchsquare.com/files/rs-3957517/v1_covered_b77c907f-c63f-4402-911f-28fb68f1101c.pdf"},{"id":54261619,"identity":"6dd1af44-2272-4958-8a0d-1b3bc8345c53","added_by":"auto","created_at":"2024-04-08 03:24:01","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"supplement","size":2980979,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cbr\u003e\u003c/p\u003e","description":"","filename":"Supplementaryinformation.pdf","url":"https://assets-eu.researchsquare.com/files/rs-3957517/v1/1720fadfc32f8ba4381f34a7.pdf"}],"financialInterests":"There is \u003cb\u003eNO\u003c/b\u003e Competing Interest.","formattedTitle":"Future burden of humid-heat related mortality in Europe aggravated by compound day-night warming and aging","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":false,"hasPassedJournalQc":"","hasAnyPriority":true,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":true,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"nature-portfolio","isNatureJournal":true,"hasQc":false,"allowDirectSubmit":false,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"","title":"Nature Portfolio","twitterHandle":"","acdcEnabled":false,"dfaEnabled":false,"editorialSystem":"ejp","reportingPortfolio":"","inReviewEnabled":true,"inReviewRevisionsEnabled":false},"keywords":"","lastPublishedDoi":"10.21203/rs.3.rs-3957517/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-3957517/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"Summer heatwaves are shifting from typical dry-heat to more humid conditions, with more frequent day-night compound heat extremes. As the fastest warming and aging continent, understanding the roles of climate and population dynamics is crucial for Europe to avoid underestimation of future heat-related health risks. Here we use a distributed lag nonlinear model that accounts for humid heat and day-night compound hot extremes to quantify future heat-related excess mortality in Europe due to changes in climate, population size, and age structure. We find humid heat can reduce the root mean square error of the model by 26 deaths compared to dry-bulb tempreature alone. Day-night compound hot extremes posing a 1.5 times higher risk of death than daytime only heat when lasting over 3 days. We project that total annual heat-induced mortality in Europe will increase by 24,670–69,827 deaths per degree of global warming under different Shared Socio-economic Pathways (SSPs), with western and northern Europe suffering the most. The increase in the future burden of heat-related mortality burden in Europe is dominanted by increased warming levels (accounting for 51.2–89.1% of the increase heat-related deaths) and an aging population structure (explaining 37.9–72.2% of the increase in the attributable heat-related mortality), although population decline under certain SSPs, such as SSP3 (a pathway of increased nationalism, regional rivalry, and decreased globalization), offsets over 34,000 heat-related deaths. Our analysis thus highlights the essential roles of mitigating and adapting to climate changes and increasing the resilience of older adults in reducing heat-related health risks in Europe.","manuscriptTitle":"Future burden of humid-heat related mortality in Europe aggravated by compound day-night warming and aging","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2024-04-08 03:23:56","doi":"10.21203/rs.3.rs-3957517/v1","editorialEvents":[],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"nature-communications","isNatureJournal":true,"hasQc":false,"allowDirectSubmit":false,"externalIdentity":"NCOMMS","sideBox":"Learn more about [Nature Communications](http://www.nature.com/ncomms/)","snPcode":"","submissionUrl":"https://mts-ncomms.nature.com/","title":"Nature Communications","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"ejp","reportingPortfolio":"Nature Communications","inReviewEnabled":true,"inReviewRevisionsEnabled":false}}],"origin":"","ownerIdentity":"537c3bfd-4fd2-4854-a896-79e57d301189","owner":[],"postedDate":"April 8th, 2024","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"under-review","subjectAreas":[{"id":29778332,"name":"Earth and environmental sciences/Environmental social sciences/Climate-change impacts/Environmental health"},{"id":29778333,"name":"Earth and environmental sciences/Climate sciences/Climate change/Projection and prediction"},{"id":29778334,"name":"Earth and environmental sciences/Climate sciences/Climate change/Climate-change impacts/Environmental health"},{"id":29778335,"name":"Earth and environmental sciences/Environmental social sciences/Socioeconomic scenarios"}],"tags":[],"updatedAt":"2025-07-06T08:45:13+00:00","versionOfRecord":[],"versionCreatedAt":"2024-04-08 03:23:56","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-3957517","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-3957517","identity":"rs-3957517","version":["v1"]},"buildId":"7rjqhiLT3MXkJMwkYKINL","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

Ask this paper AI returns verbatim quotes from the full text · source: preprint-html

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. This is a recent paper (2024) — citers typically take a year or two to land, and the OpenAlex reference graph may still be filling in.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00
unpaywall
last seen: 2026-05-29T02:00:03.542394+00:00
License: CC-BY-4.0