{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,19]],"date-time":"2026-07-19T05:36:54Z","timestamp":1784439414422,"version":"3.55.0"},"reference-count":45,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100000925","name":"National Health and Medical Research Council","doi-asserted-by":"publisher","award":["App1138622"],"award-info":[{"award-number":["App1138622"]}],"id":[{"id":"10.13039\/501100000925","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Science of The Total Environment"],"published-print":{"date-parts":[[2019,3]]},"DOI":"10.1016\/j.scitotenv.2018.11.395","type":"journal-article","created":{"date-parts":[[2018,11,30]],"date-time":"2018-11-30T16:51:55Z","timestamp":1543596715000},"page":"889-901","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":55,"special_numbering":"C","title":["Spatiotemporal patterns and climatic drivers of severe dengue in Thailand"],"prefix":"10.1016","volume":"656","author":[{"given":"Zhiwei","family":"Xu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hilary","family":"Bambrick","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8639-4511","authenticated-orcid":false,"given":"Laith","family":"Yakob","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gregor","family":"Devine","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiahai","family":"Lu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Francesca D.","family":"Frentiu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weizhong","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gail","family":"Williams","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wenbiao","family":"Hu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.scitotenv.2018.11.395_bb0005","doi-asserted-by":"crossref","first-page":"849","DOI":"10.1186\/s12889-016-3432-z","article-title":"Spatiotemporal analysis of dengue fever in Nepal from 2010 to 2014","volume":"16","author":"Acharya","year":"2016","journal-title":"BMC Public Health"},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0010","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1038\/nature12060","article-title":"The global distribution and burden of dengue","volume":"496","author":"Bhatt","year":"2013","journal-title":"Nature"},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0015","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1186\/s12879-018-3066-0","article-title":"Machine learning methods reveal the temporal pattern of dengue incidence using meteorological factors in metropolitan Manila, Philippines","volume":"18","author":"Carvajal","year":"2018","journal-title":"BMC Infect. Dis."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0020","doi-asserted-by":"crossref","first-page":"e70","DOI":"10.1016\/S1473-3099(16)30545-X","article-title":"Disease and economic burdens of dengue","volume":"17","author":"Castro","year":"2017","journal-title":"Lancet Infect. Dis."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0025","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1186\/s12889-016-2923-2","article-title":"Effects of weather factors on dengue fever incidence and implications for interventions in Cambodia","volume":"16","author":"Choi","year":"2016","journal-title":"BMC Public Health"},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0030","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pmed.1000139","article-title":"The impact of the demographic transition on dengue in Thailand: insights from a statistical analysis and mathematical modeling","volume":"6","author":"Cummings","year":"2009","journal-title":"PLoS Med."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0035","doi-asserted-by":"crossref","first-page":"1078","DOI":"10.1186\/1471-2458-14-1078","article-title":"Climatic-driven seasonality of emerging dengue fever in Hanoi, Vietnam","volume":"14","author":"Do","year":"2014","journal-title":"BMC Public Health"},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0045","doi-asserted-by":"crossref","first-page":"1244","DOI":"10.1017\/S095026881100183X","article-title":"Meteorological factors and El Ni\u00f1o Southern Oscillation are independently associated with dengue infections","volume":"140","author":"Earnest","year":"2011","journal-title":"Epidemiol. Infect."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0050","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1016\/j.envres.2016.07.026","article-title":"Dengue in a changing climate","volume":"151","author":"Ebi","year":"2016","journal-title":"Environ. Res."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0055","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18637\/jss.v043.i08","article-title":"Distributed lag linear and non-linear models in R: the package dlnm","volume":"43","author":"Gasparini","year":"2011","journal-title":"J. Stat. Softw."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0060","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/1471-2288-13-1","article-title":"Reducing and meta-analysing estimates from distributed lag non-linear models","volume":"13","author":"Gasparrini","year":"2013","journal-title":"BMC Med. Res. Methodol."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0065","doi-asserted-by":"crossref","first-page":"2224","DOI":"10.1002\/sim.3940","article-title":"Distributed lag non-linear models","volume":"29","author":"Gasparrini","year":"2010","journal-title":"Stat. Med."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0070","doi-asserted-by":"crossref","first-page":"387","DOI":"10.1016\/S0035-9203(02)90371-8","article-title":"The seasonal pattern of dengue in endemic areas: mathematical models of mechanisms","volume":"96","author":"Hartley","year":"2002","journal-title":"Trans. R. Soc. Trop. Med. Hyg."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0075","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pntd.0001848","article-title":"Optimal lead time for dengue forecast","volume":"6","author":"Hii","year":"2012","journal-title":"PLoS Negl. Trop. Dis."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0080","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1136\/oem.2008.044966","article-title":"Dengue fever and El Ni\u00f1o\/Southern Oscillation in Queensland, Australia: a time series predictive model","volume":"67","author":"Hu","year":"2010","journal-title":"Occup. Environ. Med."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0085","doi-asserted-by":"crossref","first-page":"260","DOI":"10.1289\/ehp.1003270","article-title":"Spatial patterns and socioecological drivers of dengue fever transmission in Queensland, Australia","volume":"120","author":"Hu","year":"2012","journal-title":"Environ. Health Perspect."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0090","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pmed.1000168","article-title":"Multiyear climate variability and dengue\u2014El Ni\u00f1o Southern Oscillation, weather, and dengue incidence in Puerto Rico, Mexico, and Thailand: a longitudinal data analysis","volume":"6","author":"Johansson","year":"2009","journal-title":"PLoS Med."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0095","doi-asserted-by":"crossref","first-page":"458","DOI":"10.1007\/s004420100811","article-title":"Desiccation and thermal tolerance of eggs and the coexistence of competing mosquitoes","volume":"130","author":"Juliano","year":"2002","journal-title":"Oecologia"},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0100","doi-asserted-by":"crossref","first-page":"E2175","DOI":"10.1073\/pnas.1714457115","article-title":"Prospective forecasts of annual dengue hemorrhagic fever incidence in Thailand, 2010\u20132014","volume":"115","author":"Lauer","year":"2018","journal-title":"Proc. Natl. Acad. Sci. U. S. A."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0105","doi-asserted-by":"crossref","first-page":"218","DOI":"10.1186\/s12879-017-2326-8","article-title":"Seasonal patterns of dengue fever and associated climate factors in 4 provinces in Vietnam from 1994 to 2013","volume":"17","author":"Lee","year":"2017","journal-title":"BMC Infect. Dis."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0110","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pntd.0006037","article-title":"A multi-country study of the economic burden of dengue fever: Vietnam, Thailand, and Colombia","volume":"11","author":"Lee","year":"2017","journal-title":"PLoS Negl. Trop. Dis."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0115","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pntd.0003241","article-title":"Epidemiological trends of dengue disease in Thailand (2000\u20132011): a systematic literature review","volume":"8","author":"Limkittikul","year":"2014","journal-title":"PLoS Negl. Trop. Dis."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0120","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pntd.0005568","article-title":"Detecting the impact of temperature on transmission of Zika, dengue, and chikungunya using mechanistic models","volume":"11","author":"Mordecai","year":"2017","journal-title":"PLoS Negl. Trop. Dis."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0125","doi-asserted-by":"crossref","first-page":"1264","DOI":"10.1289\/ehp.1306556","article-title":"Climate and dengue transmission: evidence and implications","volume":"121","author":"Morin","year":"2013","journal-title":"Environ. Health Perspect."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0130","first-page":"427","article-title":"Potential association of dengue hemorrhagic fever incidence and remote senses land surface temperature, Thailand, 1998","volume":"38","author":"Nitatpattana","year":"2007","journal-title":"Southeast Asian J Trop Med Public Health"},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0135","doi-asserted-by":"crossref","first-page":"1324","DOI":"10.1111\/tmi.12754","article-title":"A climate-based prediction model in the high-risk clusters of the Mekong Delta region, Vietnam: towards improving dengue prevention and control","volume":"21","author":"Phung","year":"2016","journal-title":"Tropical Med. Int. Health"},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0140","first-page":"41","article-title":"Climatic factors affecting dengue haemorrhagic fever incidence in southern Thailand","volume":"29","author":"Promprou","year":"2005","journal-title":"Dengue Bull."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0145","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1186\/1471-244X-12-86","article-title":"Spatial clusters of suicide in Australia","volume":"12","author":"Qi","year":"2012","journal-title":"BMC Psychiatry"},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0150","doi-asserted-by":"crossref","first-page":"892","DOI":"10.1093\/jmedent\/27.5.892","article-title":"Temperature-dependent development and survival rates of Culex quinquefasciatus and Aedes aegypti (Diptera: Culicidae)","volume":"27","author":"Rueda","year":"1990","journal-title":"J. Med. Entomol."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0155","doi-asserted-by":"crossref","first-page":"935","DOI":"10.1016\/S1473-3099(16)00146-8","article-title":"The global economic burden of dengue: a systematic analysis","volume":"16","author":"Shepard","year":"2016","journal-title":"Lancet Infect. Dis."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0160","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pntd.0003003","article-title":"Long-term and seasonal dynamics of dengue in Iquitos, Peru","volume":"8","author":"Stoddard","year":"2014","journal-title":"PLoS Negl. Trop. Dis."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0165","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1017\/S095026881600203X","article-title":"Effect of temperature, relative humidity and rainfall on dengue fever and leptospirosis infections in Manila, the Philippines","volume":"145","author":"Sumi","year":"2016","journal-title":"Epidemiol. Infect."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0170","first-page":"191","article-title":"The climatic factors influencing the occurrence of dengue hemorrhagic fever in Thailand","volume":"36","author":"Thammapalo","year":"2005","journal-title":"Southeast Asian J. Trop. Med. Public Health"},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0175","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pntd.0005694","article-title":"Increasing airline travel may facilitate co-circulation of multiple dengue virus serotypes in Asia","volume":"11","author":"Tian","year":"2017","journal-title":"PLoS Negl. Trop. Dis."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0180","first-page":"819","article-title":"Replicate surveys of larval habitats of Aedes aegypti in relation to dengue haemorrhagic fever in Bangkok, Thailand","volume":"40","author":"Tonn","year":"1969","journal-title":"Bull. World Health Organ."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0185","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pntd.0005961","article-title":"Household costs of hospitalized dengue illness in semi-rural Thailand","volume":"11","author":"Tozan","year":"2017","journal-title":"PLoS Negl. Trop. Dis."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0190","article-title":"A new dengue vaccine should only be used in people who were previously infected, WHO says","author":"Vogel","year":"2018","journal-title":"Science"},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0195","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1186\/s13071-017-2588-4","article-title":"Spatial and temporal patterns of dengue infections in Timor-Leste, 2005\u20132013","volume":"11","author":"Wangdi","year":"2018","journal-title":"Parasit. Vectors"},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0200","first-page":"347","article-title":"Distribution, seasonal variation & dengue transmission prediction in Sisaket, Thailand","volume":"138","author":"Wongkoon","year":"2013","journal-title":"Indian J. Med. Res."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0205","first-page":"631","article-title":"Weather factors influencing the occurrence of dengue fever in Nakhon Si Thammarat, Thailand","volume":"30","author":"Wongkoon","year":"2013","journal-title":"Trop. Biomed."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0210","first-page":"55","article-title":"Spatio-temporal climate-based model of dengue infection in southern, Thailand","volume":"33","author":"Wongkoon","year":"2018","journal-title":"Trop. Biomed."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0215","doi-asserted-by":"crossref","first-page":"2224","DOI":"10.1016\/j.scitotenv.2008.11.034","article-title":"Higher temperature and urbanization affect the spatial patterns of dengue fever transmission in subtropical Taiwan","volume":"407","author":"Wu","year":"2009","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0220","doi-asserted-by":"crossref","first-page":"766","DOI":"10.1016\/j.scitotenv.2018.02.136","article-title":"Non-linear effects of mean temperature and relative humidity on dengue incidence in Guangzhou, China","volume":"628-629","author":"Wu","year":"2018","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0225","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1016\/j.envres.2016.11.009","article-title":"Association between dengue fever incidence and meteorological factors in Guangzhou, China, 2005\u20132014","volume":"153","author":"Xiang","year":"2017","journal-title":"Environ. Res."},{"key":"10.1016\/j.scitotenv.2018.11.395_bb0230","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1073\/pnas.1618558114","article-title":"Climate variation drives dengue dynamics","volume":"114","author":"Xu","year":"2017","journal-title":"Proc. Natl. Acad. Sci. U. S. A."}],"container-title":["Science of The Total Environment"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0048969718347508?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0048969718347508?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2024,12,6]],"date-time":"2024-12-06T20:10:55Z","timestamp":1733515855000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0048969718347508"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,3]]},"references-count":45,"alternative-id":["S0048969718347508"],"URL":"https:\/\/doi.org\/10.1016\/j.scitotenv.2018.11.395","relation":{},"ISSN":["0048-9697"],"issn-type":[{"value":"0048-9697","type":"print"}],"subject":[],"published":{"date-parts":[[2019,3]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Spatiotemporal patterns and climatic drivers of severe dengue in Thailand","name":"articletitle","label":"Article Title"},{"value":"Science of The Total Environment","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.scitotenv.2018.11.395","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2018 Elsevier B.V. All rights reserved.","name":"copyright","label":"Copyright"}]}}