{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T23:04:33Z","timestamp":1790809473764,"version":"4.1.0"},"reference-count":50,"publisher":"Elsevier BV","issue":"8","license":[{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,7,10]],"date-time":"2026-07-10T00:00:00Z","timestamp":1783641600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100005088","name":"Beijing Municipal Health Commission","doi-asserted-by":"publisher","award":["2024-1G-4231"],"award-info":[{"award-number":["2024-1G-4231"]}],"id":[{"id":"10.13039\/501100005088","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["82425051"],"award-info":[{"award-number":["82425051"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42307550"],"award-info":[{"award-number":["42307550"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100015360","name":"State Key Laboratory of Infectious Disease Prevention and Control","doi-asserted-by":"publisher","award":["2024NITFID601"],"award-info":[{"award-number":["2024NITFID601"]}],"id":[{"id":"10.13039\/501100015360","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","thelancet.com","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["The Lancet Planetary Health"],"published-print":{"date-parts":[[2026,8]]},"DOI":"10.1016\/j.lanplh.2026.101511","type":"journal-article","created":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T11:37:42Z","timestamp":1788262662000},"page":"101511","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"title":["From population to individual: advocating personalised digital tools for heat-health early warning in a changing climate"],"prefix":"10.1016","volume":"10","author":[{"given":"Peng","family":"Du","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jingwei","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yirong","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Can","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Runmei","family":"Ma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5346-3322","authenticated-orcid":false,"given":"Tiantian","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.lanplh.2026.101511_bib1","doi-asserted-by":"crossref","first-page":"1847","DOI":"10.1016\/S0140-6736(24)01822-1","article-title":"The 2024 report of the Lancet Countdown on health and climate change: facing record-breaking threats from delayed action","volume":"404","author":"Romanello","year":"2024","journal-title":"Lancet"},{"key":"10.1016\/j.lanplh.2026.101511_bib2","article-title":"Estimating the urban heat-related mortality burden due to greenness: a global modelling study","volume":"9","author":"Wu","year":"2025","journal-title":"Lancet Planet Health"},{"key":"10.1016\/j.lanplh.2026.101511_bib3","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1097\/CP9.0000000000000051","article-title":"Air pollution and cardiovascular health in a changing climate","volume":"8","author":"Kan","year":"2023","journal-title":"Cardiol Plus"},{"key":"10.1016\/j.lanplh.2026.101511_bib6","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1177\/0306312720941933","article-title":"Changing climate change: the carbon budget and the modifying-work of the IPCC","volume":"51","author":"Lahn","year":"2021","journal-title":"Soc Stud Sci"},{"key":"10.1016\/j.lanplh.2026.101511_bib7","doi-asserted-by":"crossref","DOI":"10.1088\/1748-9326\/ac592d","article-title":"Substantial increase in daytime-nighttime compound heat waves and associated population exposure in China projected by the CMIP6 multimodel ensemble","volume":"17","author":"Xie","year":"2022","journal-title":"Environ Res Lett"},{"key":"10.1016\/j.lanplh.2026.101511_bib9","doi-asserted-by":"crossref","DOI":"10.1016\/j.envres.2019.108610","article-title":"Cardiorespiratory effects of heatwaves: a systematic review and meta-analysis of global epidemiological evidence","volume":"177","author":"Cheng","year":"2019","journal-title":"Environ Res"},{"key":"10.1016\/j.lanplh.2026.101511_bib10","doi-asserted-by":"crossref","DOI":"10.1016\/j.envint.2023.107767","article-title":"Cardiovascular mortality risks during the 2017 exceptional heatwaves in China","volume":"172","author":"Yan","year":"2023","journal-title":"Environ Int"},{"key":"10.1016\/j.lanplh.2026.101511_bib11","doi-asserted-by":"crossref","first-page":"2346","DOI":"10.1016\/S0140-6736(23)01859-7","article-title":"The 2023 report of the Lancet Countdown on health and climate change: the imperative for a health-centred response in a world facing irreversible harms","volume":"402","author":"Romanello","year":"2023","journal-title":"Lancet"},{"key":"10.1016\/j.lanplh.2026.101511_bib12","doi-asserted-by":"crossref","first-page":"1223","DOI":"10.1016\/S0140-6736(20)30752-2","article-title":"Global burden of 87 risk factors in 204 countries and territories, 1990\u20132019: a systematic analysis for the Global Burden of Disease Study 2019","volume":"396","year":"2020","journal-title":"Lancet"},{"key":"10.1016\/j.lanplh.2026.101511_bib13","doi-asserted-by":"crossref","first-page":"1813","DOI":"10.1093\/ije\/dyaa104","article-title":"Heat wave characteristics, mortality and effect modification by temperature zones: a time-series study in 130 counties of China","volume":"49","author":"Sun","year":"2021","journal-title":"Int J Epidemiol"},{"key":"10.1016\/j.lanplh.2026.101511_bib14","doi-asserted-by":"crossref","first-page":"e281","DOI":"10.1016\/S2542-5196(22)00012-2","article-title":"Climate change and mental health research methods, gaps, and priorities: a scoping review","volume":"6","author":"Hwong","year":"2022","journal-title":"Lancet Planet Health"},{"key":"10.1016\/j.lanplh.2026.101511_bib15","doi-asserted-by":"crossref","first-page":"1836","DOI":"10.1016\/S0140-6736(19)32596-6","article-title":"The 2019 report of the Lancet Countdown on health and climate change: ensuring that the health of a child born today is not defined by a changing climate","volume":"394","author":"Watts","year":"2019","journal-title":"Lancet"},{"key":"10.1016\/j.lanplh.2026.101511_bib17","doi-asserted-by":"crossref","first-page":"1694","DOI":"10.1289\/EHP203","article-title":"A difference-in-differences approach to assess the effect of a heat action plan on heat-related mortality, and differences in effectiveness according to sex, age, and socioeconomic status (Montreal, Quebec)","volume":"124","author":"Benmarhnia","year":"2016","journal-title":"Environ Health Perspect"},{"key":"10.1016\/j.lanplh.2026.101511_bib18","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1093\/ije\/dym253","article-title":"Has the impact of heat waves on mortality changed in France since the European heat wave of summer 2003? A study of the 2006 heat wave","volume":"37","author":"Fouillet","year":"2008","journal-title":"Int J Epidemiol"},{"key":"10.1016\/j.lanplh.2026.101511_bib19","doi-asserted-by":"crossref","first-page":"1067","DOI":"10.1175\/BAMS-85-8-1067","article-title":"Heat watch\/warning systems save lives: estimated costs and benefits for Philadelphia 1995\u201398","volume":"85","author":"Ebi","year":"2004","journal-title":"Bull Amer Meteor Soc"},{"key":"10.1016\/j.lanplh.2026.101511_bib20","doi-asserted-by":"crossref","first-page":"574","DOI":"10.1038\/gim.2017.211","article-title":"From public health genomics to precision public health: a 20-year journey","volume":"20","author":"Khoury","year":"2018","journal-title":"Genet Med"},{"key":"10.1016\/j.lanplh.2026.101511_bib21","doi-asserted-by":"crossref","first-page":"1003","DOI":"10.1007\/s11154-023-09802-8","article-title":"Advancing precision public health for obesity in children","volume":"24","author":"Baker","year":"2023","journal-title":"Rev Endocr Metab Disord"},{"key":"10.1016\/j.lanplh.2026.101511_bib22","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1038\/s41746-018-0054-0","article-title":"Social media interventions for precision public health: promises and risks","volume":"1","author":"Dunn","year":"2018","journal-title":"NPJ Digit Med"},{"key":"10.1016\/j.lanplh.2026.101511_bib23","doi-asserted-by":"crossref","first-page":"1511","DOI":"10.1016\/S0140-6736(22)01974-2","article-title":"The global need for smart heat-health warning systems","volume":"400","author":"Li","year":"2022","journal-title":"Lancet"},{"key":"10.1016\/j.lanplh.2026.101511_bib24","article-title":"Associations between high temperatures in pregnancy and risk of preterm birth, low birth weight, and stillbirths: systematic review and meta-analysis","volume":"371","author":"Chersich","year":"2020","journal-title":"BMJ"},{"key":"10.1016\/j.lanplh.2026.101511_bib25","doi-asserted-by":"crossref","first-page":"2140","DOI":"10.1093\/jamia\/ocac134","article-title":"Digital health for climate change mitigation and response: a scoping review","volume":"29","author":"Rahimi-Ardabili","year":"2022","journal-title":"J Am Med Inform Assoc"},{"key":"10.1016\/j.lanplh.2026.101511_bib29","doi-asserted-by":"crossref","DOI":"10.1016\/j.envint.2025.109507","article-title":"Personalized heat stress early warning system for an urban area","volume":"199","author":"Kacker","year":"2025","journal-title":"Environ Int"},{"key":"10.1016\/j.lanplh.2026.101511_bib30","doi-asserted-by":"crossref","first-page":"2890","DOI":"10.3390\/ijerph16162890","article-title":"An occupational heat\u2013health warning system for Europe: the HEAT-SHIELD Platform","volume":"16","author":"Morabito","year":"2019","journal-title":"Int J Environ Res Public Health"},{"key":"10.1016\/j.lanplh.2026.101511_bib31","doi-asserted-by":"crossref","first-page":"1098","DOI":"10.1136\/thoraxjnl-2021-218374","article-title":"Ambient heat exposure and COPD hospitalisations in England: a nationwide case-crossover study during 2007\u20132018","volume":"77","author":"Konstantinoudis","year":"2022","journal-title":"Thorax"},{"key":"10.1016\/j.lanplh.2026.101511_bib32","doi-asserted-by":"crossref","first-page":"258","DOI":"10.1016\/j.ebiom.2016.02.034","article-title":"Effects of air temperature on climate-sensitive mortality and morbidity outcomes in the elderly; a systematic review and meta-analysis of epidemiological evidence","volume":"6","author":"Bunker","year":"2016","journal-title":"EBioMedicine"},{"key":"10.1016\/j.lanplh.2026.101511_bib33","article-title":"The graded heat-health risk forecast and early warning with full-season coverage across China: a predicting model development and evaluation study","volume":"54","author":"Wang","year":"2025","journal-title":"Lancet Reg Health West Pac"},{"key":"10.1016\/j.lanplh.2026.101511_bib34","doi-asserted-by":"crossref","first-page":"1261","DOI":"10.1038\/s41558-025-02505-9","article-title":"Misalignment between objective and perceived heat risks","volume":"15","author":"Yang","year":"2025","journal-title":"Nat Clim Change"},{"key":"10.1016\/j.lanplh.2026.101511_bib35","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1038\/s41746-025-01505-5","article-title":"A digital heat early warning system for older adults","volume":"8","author":"Oberai","year":"2025","journal-title":"NPJ Digit Med"},{"key":"10.1016\/j.lanplh.2026.101511_bib36","doi-asserted-by":"crossref","first-page":"2058","DOI":"10.1038\/s41467-026-68815-4","article-title":"Interventional applications of a stroke heat risk prediction model produce health benefits","volume":"17","author":"Zhang","year":"2026","journal-title":"Nat Commun"},{"key":"10.1016\/j.lanplh.2026.101511_bib37","doi-asserted-by":"crossref","first-page":"1098","DOI":"10.1161\/CIRCRESAHA.123.323615","article-title":"Heat and cardiovascular mortality: an epidemiological perspective","volume":"134","author":"Singh","year":"2024","journal-title":"Circ Res"},{"key":"10.1016\/j.lanplh.2026.101511_bib38","doi-asserted-by":"crossref","first-page":"1917","DOI":"10.34067\/KID.0000000617","article-title":"Adapting clinical and research practice to global warming: physiology-based interim recommendations for managing hypertonicity risk during extreme heat","volume":"5","author":"Groothof","year":"2024","journal-title":"Kidney360"},{"key":"10.1016\/j.lanplh.2026.101511_bib39","doi-asserted-by":"crossref","DOI":"10.1016\/j.ebiom.2024.105148","article-title":"Multimorbidity and emergency hospitalisations during hot weather","volume":"104","author":"Xu","year":"2024","journal-title":"EBioMedicine"},{"key":"10.1016\/j.lanplh.2026.101511_bib40","doi-asserted-by":"crossref","DOI":"10.1136\/bmjopen-2022-066234","article-title":"Identifying barriers and facilitators to deprescribing benzodiazepines and sedative hypnotics in the hospital setting using the theoretical domains framework and the capability, opportunity, motivation and behaviour (COM-B) model: a qualitative study","volume":"13","author":"Keller","year":"2023","journal-title":"BMJ Open"},{"key":"10.1016\/j.lanplh.2026.101511_bib41","doi-asserted-by":"crossref","first-page":"637","DOI":"10.1186\/s12982-026-01971-6","article-title":"Capability, opportunity and motivation are associated with heat protective behaviour among urban residents","volume":"23","author":"Oltra","year":"2026","journal-title":"Discov Public Health"},{"key":"10.1016\/j.lanplh.2026.101511_bib42","doi-asserted-by":"crossref","DOI":"10.1016\/j.erss.2026.104685","article-title":"The heat is on: understanding public responses to heat-health alerts in England","volume":"135","author":"Assan","year":"2026","journal-title":"Energy Res Soc Sci"},{"key":"10.1016\/j.lanplh.2026.101511_bib44","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1161\/CIRCULATIONAHA.122.061832","article-title":"Associations between extreme temperatures and cardiovascular cause-specific mortality: results from 27 countries","volume":"147","author":"Alahmad","year":"2023","journal-title":"Circulation"},{"key":"10.1016\/j.lanplh.2026.101511_bib45","doi-asserted-by":"crossref","first-page":"698","DOI":"10.1016\/S0140-6736(21)01208-3","article-title":"Hot weather and heat extremes: health risks","volume":"398","author":"Ebi","year":"2021","journal-title":"Lancet"},{"key":"10.1016\/j.lanplh.2026.101511_bib46","doi-asserted-by":"crossref","DOI":"10.1126\/sciadv.ado5499","article-title":"Elderly vulnerability to temperature-related mortality risks in China","volume":"11","author":"Yao","year":"2025","journal-title":"Sci Adv"},{"key":"10.1016\/j.lanplh.2026.101511_bib47","doi-asserted-by":"crossref","first-page":"684","DOI":"10.1038\/s41591-024-03395-8","article-title":"A systematic review and meta-analysis of heat exposure impacts on maternal, fetal and neonatal health","volume":"31","author":"Lakhoo","year":"2025","journal-title":"Nat Med"},{"key":"10.1016\/j.lanplh.2026.101511_bib48","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1007\/s40572-025-00496-5","article-title":"A systematic review of heat health warning systems: enhancing the framework towards effective health outcomes","volume":"12","author":"Chandra","year":"2025","journal-title":"Curr Environ Health Rep"},{"key":"10.1016\/j.lanplh.2026.101511_bib49","doi-asserted-by":"crossref","DOI":"10.2196\/44030","article-title":"Quality, usability, and effectiveness of mHealth apps and the role of artificial intelligence: current scenario and challenges","volume":"25","author":"Deniz-Garcia","year":"2023","journal-title":"J Med Internet Res"},{"key":"10.1016\/j.lanplh.2026.101511_bib50","article-title":"Assessing the language availability, readability, suitability and comprehensibility of heat-health messaging content on health authority webpages and online resources in Canada","volume":"6","author":"Tetzlaff","year":"2024","journal-title":"PEC Innov"},{"key":"10.1016\/j.lanplh.2026.101511_bib51","doi-asserted-by":"crossref","first-page":"178","DOI":"10.1093\/eurpub\/ckae203","article-title":"Evaluating the socioeconomic benefits of heat-health warning systems","volume":"35","author":"Rao","year":"2025","journal-title":"Eur J Public Health"},{"key":"10.1016\/j.lanplh.2026.101511_bib52","doi-asserted-by":"crossref","first-page":"1544","DOI":"10.3390\/atmos15121544","article-title":"High-resolution air temperature forecasts in urban areas: a meteorological perspective on their added value","volume":"15","author":"Oswald","year":"2024","journal-title":"Atmosphere"},{"key":"10.1016\/j.lanplh.2026.101511_bib53","doi-asserted-by":"crossref","first-page":"27","DOI":"10.5194\/gmd-19-27-2026","article-title":"Increasing resolution and accuracy in sub-seasonal forecasting through 3D U-Net: the western US","volume":"19","author":"Ryu","year":"2026","journal-title":"Geosci Model Dev"},{"key":"10.1016\/j.lanplh.2026.101511_bib54","doi-asserted-by":"crossref","first-page":"802","DOI":"10.1038\/s41370-024-00715-5","article-title":"Is home where the heat is? comparing residence-based with mobility-based measures of heat exposure in San Diego, California","volume":"35","author":"Garber","year":"2025","journal-title":"J Expo Sci Environ Epidemiol"},{"key":"10.1016\/j.lanplh.2026.101511_bib55","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1016\/j.envint.2018.08.057","article-title":"Wearable sensors for multifactorial personal exposure measurements - a ranking study","volume":"121","author":"Ueberham","year":"2018","journal-title":"Environ Int"},{"key":"10.1016\/j.lanplh.2026.101511_bib56","article-title":"The role of sensors for building individual climate resilience and mitigating the impact on health services from extreme weather events such as heatwaves: a perspective review","volume":"27","author":"Rahman","year":"2026","journal-title":"J Clim Chang Health"},{"key":"10.1016\/j.lanplh.2026.101511_bib57","doi-asserted-by":"crossref","first-page":"444","DOI":"10.1016\/j.bbi.2023.08.008","article-title":"Wearable technologies for health research: opportunities, limitations, and practical and conceptual considerations","volume":"113","author":"Roos","year":"2023","journal-title":"Brain Behav Immun"},{"key":"10.1016\/j.lanplh.2026.101511_bib58","series-title":"The Oxford handbook of qualitative research","first-page":"741","article-title":"Community-based research: a grass-roots and social justice orientation to inquiry","author":"Boyd","year":"2020"}],"container-title":["The Lancet Planetary Health"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2542519626000847?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2542519626000847?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T22:37:52Z","timestamp":1790807872000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S2542519626000847"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8]]},"references-count":50,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2026,8]]}},"alternative-id":["S2542519626000847"],"URL":"https:\/\/doi.org\/10.1016\/j.lanplh.2026.101511","relation":{},"ISSN":["2542-5196"],"issn-type":[{"value":"2542-5196","type":"print"}],"subject":[],"published":{"date-parts":[[2026,8]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"From population to individual: advocating personalised digital tools for heat-health early warning in a changing climate","name":"articletitle","label":"Article Title"},{"value":"The Lancet Planetary Health","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.lanplh.2026.101511","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Author(s). Published by Elsevier Ltd.","name":"copyright","label":"Copyright"}],"article-number":"101511"}}