{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,28]],"date-time":"2026-06-28T06:32:30Z","timestamp":1782628350449,"version":"3.54.5"},"reference-count":43,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2018,5,22]],"date-time":"2018-05-22T00:00:00Z","timestamp":1526947200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Science of The Total Environment"],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1016\/j.scitotenv.2018.05.254","type":"journal-article","created":{"date-parts":[[2018,5,25]],"date-time":"2018-05-25T21:50:25Z","timestamp":1527285025000},"page":"1261-1267","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":46,"special_numbering":"C","title":["Climate variability and salmonellosis in Singapore \u2013 A time series analysis"],"prefix":"10.1016","volume":"639","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2851-9424","authenticated-orcid":false,"given":"Joel","family":"Aik","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anita E.","family":"Heywood","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anthony T.","family":"Newall","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lee-Ching","family":"Ng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Martyn D.","family":"Kirk","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robin","family":"Turner","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.scitotenv.2018.05.254_bb0005","series-title":"Annual Report 2015\/2016. Singapore","author":"Agri-food and Veterinary Authority of Singapore","year":"2016"},{"issue":"6","key":"10.1016\/j.scitotenv.2018.05.254_bb0010","doi-asserted-by":"crossref","first-page":"716","DOI":"10.1109\/TAC.1974.1100705","article-title":"A new look at the statistical model identification","volume":"19","author":"Akaike","year":"1974","journal-title":"IEEE Trans. Autom. Control"},{"issue":"4","key":"10.1016\/j.scitotenv.2018.05.254_bb0015","doi-asserted-by":"crossref","first-page":"831","DOI":"10.21273\/HORTTECH.15.4.0831","article-title":"Survival of Salmonella spp. on the surfaces of fresh tomatoes and selected packing line materials","volume":"15","author":"Allen","year":"2005","journal-title":"HortTechnology"},{"key":"10.1016\/j.scitotenv.2018.05.254_bb0020","doi-asserted-by":"crossref","DOI":"10.1136\/bmj.c3823","article-title":"Short term effects of temperature on risk of myocardial infarction in England and Wales: time series regression analysis of the Myocardial Ischaemia National Audit Project (MINAP) registry","volume":"341","author":"Bhaskaran","year":"2010","journal-title":"BMJ"},{"issue":"2","key":"10.1016\/j.scitotenv.2018.05.254_bb0025","doi-asserted-by":"crossref","first-page":"126","DOI":"10.1111\/j.1753-6405.2010.00495.x","article-title":"Positive association between ambient temperature and salmonellosis notifications in New Zealand, 1965\u20132006","volume":"34","author":"Britton","year":"2010","journal-title":"Aust. N. Z. J. Public Health"},{"issue":"449","key":"10.1016\/j.scitotenv.2018.05.254_bb0030","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1080\/01621459.2000.10473895","article-title":"Transitional regression models, with application to environmental time series","volume":"95","author":"Brumback","year":"2000","journal-title":"J. Am. Stat. Assoc."},{"key":"10.1016\/j.scitotenv.2018.05.254_bb0035","series-title":"National Salmonella Surveillance Annual Report, 2013 Atlanta GUDoHaHS, CDC","author":"Centers for Disease Control and Prevention (CDC)","year":"2016"},{"issue":"1","key":"10.1016\/j.scitotenv.2018.05.254_bb0040","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1016\/j.scitotenv.2010.09.001","article-title":"Modeling the impact of climate variability on diarrhea-associated diseases in Taiwan (1996\u20132007)","volume":"409","author":"Chou","year":"2010","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2018.05.254_bb0045","author":"Department of Statistics Singapore"},{"issue":"1","key":"10.1016\/j.scitotenv.2018.05.254_bb0050","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1097\/01.ede.0000101021.03453.3e","article-title":"Does ambient temperature affect foodborne disease?","volume":"15","author":"D'Souza","year":"2004","journal-title":"Epidemiology"},{"key":"10.1016\/j.scitotenv.2018.05.254_bb0055","author":"Economic Research Service (ERS) USDoAU"},{"issue":"Supplement C","key":"10.1016\/j.scitotenv.2018.05.254_bb0060","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1016\/j.scitotenv.2012.07.041","article-title":"Climate change and temperature rise: implications on food- and water-borne diseases","volume":"437","author":"El-Fadel","year":"2012","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2018.05.254_bb0065","author":"European Food Safety Authority"},{"issue":"6","key":"10.1016\/j.scitotenv.2018.05.254_bb0070","doi-asserted-by":"crossref","first-page":"385","DOI":"10.1007\/s00484-006-0028-9","article-title":"A time series analysis of the relationship of ambient temperature and common bacterial enteric infections in two Canadian provinces","volume":"50","author":"Fleury","year":"2006","journal-title":"Int. J. Biometeorol."},{"issue":"10","key":"10.1016\/j.scitotenv.2018.05.254_bb0075","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0163989","article-title":"Increasing incidence of Salmonella in Australia, 2000\u20132013","volume":"11","author":"Ford","year":"2016","journal-title":"PLoS One"},{"issue":"Supplement 2","key":"10.1016\/j.scitotenv.2018.05.254_bb0080","first-page":"162","article-title":"Climate variations and Salmonella infection in Astana, Kazakhstan: a time-series analysis","volume":"22","author":"Grjibovski","year":"2012","journal-title":"Eur. J. Pub. Health"},{"issue":"02","key":"10.1016\/j.scitotenv.2018.05.254_bb0085","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1017\/S0950268812000544","article-title":"Climate variations and salmonellosis in northwest Russia: a time-series analysis","volume":"141","author":"Grjibovski","year":"2013","journal-title":"Epidemiol. Infect."},{"issue":"03","key":"10.1016\/j.scitotenv.2018.05.254_bb0090","doi-asserted-by":"crossref","first-page":"608","DOI":"10.1017\/S095026881300157X","article-title":"The effect of ambient air temperature and precipitation on monthly counts of salmonellosis in four regions of Kazakhstan, Central Asia, in 2000\u20132010","volume":"142","author":"Grjibovski","year":"2014","journal-title":"Epidemiol. Infect."},{"key":"10.1016\/j.scitotenv.2018.05.254_bb0095","series-title":"(Amendment of 1st Schedule) Notification 2008","author":"Infectious Diseases Act","year":"2008"},{"issue":"1","key":"10.1016\/j.scitotenv.2018.05.254_bb0100","doi-asserted-by":"crossref","first-page":"30","DOI":"10.4315\/0362-028X-70.1.30","article-title":"Colonization of tomatoes by Salmonella Montevideo is affected by relative humidity and storage temperature","volume":"70","author":"Iturriaga","year":"2007","journal-title":"J. Food Prot."},{"issue":"2","key":"10.1016\/j.scitotenv.2018.05.254_bb0105","doi-asserted-by":"crossref","first-page":"557","DOI":"10.1016\/j.foodres.2011.07.026","article-title":"Soil survival of Salmonella and transfer to freshwater and fresh produce","volume":"45","author":"Jacobsen","year":"2012","journal-title":"Food Res. Int."},{"key":"10.1016\/j.scitotenv.2018.05.254_bb0110","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1016\/j.envint.2015.06.006","article-title":"Climate change, extreme events and increased risk of salmonellosis in Maryland, USA: evidence for coastal vulnerability","volume":"83","author":"Jiang","year":"2015","journal-title":"Environ. Int."},{"issue":"1","key":"10.1016\/j.scitotenv.2018.05.254_bb0115","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1111\/j.1365-2672.2008.03989.x","article-title":"The survival of Salmonella enterica serovar Typhimurium DT104 and total viable counts on beef surfaces at different relative humidities and temperatures","volume":"106","author":"Kinsella","year":"2009","journal-title":"J. Appl. Microbiol."},{"issue":"3","key":"10.1016\/j.scitotenv.2018.05.254_bb0120","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1017\/S0950268804001992","article-title":"The effect of temperature on food poisoning: a time-series analysis of salmonellosis in ten European countries","volume":"132","author":"Kovats","year":"2004","journal-title":"Epidemiol. Infect."},{"issue":"11","key":"10.1016\/j.scitotenv.2018.05.254_bb0125","doi-asserted-by":"crossref","first-page":"1538","DOI":"10.1017\/S0950268809002477","article-title":"A re-evaluation of the impact of temperature and climate change on foodborne illness","volume":"137","author":"Lake","year":"2009","journal-title":"Epidemiol. Infect."},{"issue":"12","key":"10.1016\/j.scitotenv.2018.05.254_bb0130","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0083484","article-title":"Climate variability, weather and enteric disease incidence in New Zealand: time series analysis","volume":"8","author":"Lal","year":"2013","journal-title":"PLoS One"},{"issue":"2","key":"10.1016\/j.scitotenv.2018.05.254_bb0135","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1111\/1753-6405.12413","article-title":"Spatial and temporal variation in the association between temperature and salmonellosis in NZ","volume":"40","author":"Lal","year":"2016","journal-title":"Aust. N. Z. J. Public Health"},{"issue":"2","key":"10.1016\/j.scitotenv.2018.05.254_bb0140","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/j.envres.2007.10.003","article-title":"A time-series analysis of any short-term effects of meteorological and air pollution factors on preterm births in London, UK","volume":"106","author":"Lee","year":"2008","journal-title":"Environ. Res."},{"issue":"2","key":"10.1016\/j.scitotenv.2018.05.254_bb0145","doi-asserted-by":"crossref","first-page":"587","DOI":"10.1016\/j.foodres.2011.06.037","article-title":"Salmonella in surface and drinking water: occurrence and water-mediated transmission","volume":"45","author":"Levantesi","year":"2012","journal-title":"Food Res. Int."},{"issue":"11","key":"10.1016\/j.scitotenv.2018.05.254_bb0150","doi-asserted-by":"crossref","first-page":"2208","DOI":"10.3382\/ps.2008-00153","article-title":"The impact of temperature during the storage of table eggs on the viability of Salmonella enterica serovars Enteritidis and Virchow in the eggs","volume":"87","author":"Lublin","year":"2008","journal-title":"Poult. Sci."},{"issue":"6","key":"10.1016\/j.scitotenv.2018.05.254_bb0155","doi-asserted-by":"crossref","first-page":"882","DOI":"10.1086\/650733","article-title":"The global burden of nontyphoidal Salmonella gastroenteritis","volume":"50","author":"Majowicz","year":"2010","journal-title":"Clin. Infect. Dis."},{"issue":"06","key":"10.1016\/j.scitotenv.2018.05.254_bb0160","doi-asserted-by":"crossref","first-page":"1231","DOI":"10.1017\/S0950268815002587","article-title":"The effect of temperature on different Salmonella serotypes during warm seasons in a Mediterranean climate city, Adelaide, Australia","volume":"144","author":"Milazzo","year":"2016","journal-title":"Epidemiol. Infect."},{"key":"10.1016\/j.scitotenv.2018.05.254_bb0165","series-title":"Communicable Diseases Surveillance in Singapore 2014","author":"Ministry of Health (Singapore)","year":"2014"},{"key":"10.1016\/j.scitotenv.2018.05.254_bb0170","series-title":"Communicable Diseases Surveillance in Singapore 2015","author":"Ministry of Health (Singapore)","year":"2015"},{"issue":"Supplement C","key":"10.1016\/j.scitotenv.2018.05.254_bb0175","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.scitotenv.2017.08.045","article-title":"Combined influence of multiple climatic factors on the incidence of bacterial foodborne diseases","volume":"610-611","author":"Park","year":"2018","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2018.05.254_bb0180","series-title":"Salmonella: Surveillance Summary 2013","author":"Public Health England","year":"2014"},{"key":"10.1016\/j.scitotenv.2018.05.254_bb0185","series-title":"Intergovernmental Panel on Climate Change 2013: Summary for Policymakers. Cambridge, United Kingdom and New York, NY, USA","author":"S","year":"2013"},{"issue":"2","key":"10.1016\/j.scitotenv.2018.05.254_bb0190","doi-asserted-by":"crossref","DOI":"10.1136\/bmjopen-2015-010204","article-title":"Effect of temperature and precipitation on salmonellosis cases in South-East Queensland, Australia: an observational study","volume":"6","author":"Stephen","year":"2016","journal-title":"BMJ Open"},{"issue":"7","key":"10.1016\/j.scitotenv.2018.05.254_bb0195","doi-asserted-by":"crossref","first-page":"1745","DOI":"10.1016\/j.foodres.2010.07.003","article-title":"Climate change and food safety: a review","volume":"43","author":"Tirado","year":"2010","journal-title":"Food Res. Int."},{"issue":"4","key":"10.1016\/j.scitotenv.2018.05.254_bb0200","doi-asserted-by":"crossref","first-page":"1183","DOI":"10.1007\/s00198-010-1306-2","article-title":"Air temperature and the incidence of fall-related hip fracture hospitalizations in older people","volume":"22","author":"Turner","year":"2011","journal-title":"Osteoporos. Int."},{"key":"10.1016\/j.scitotenv.2018.05.254_bb0205","author":"World Health Organization"},{"issue":"3","key":"10.1016\/j.scitotenv.2018.05.254_bb0210","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1007\/s00484-007-0109-4","article-title":"Climate variations and salmonellosis transmission in Adelaide, South Australia: a comparison between regression models","volume":"52","author":"Zhang","year":"2008","journal-title":"Int. J. Biometeorol."},{"issue":"3","key":"10.1016\/j.scitotenv.2018.05.254_bb0215","doi-asserted-by":"crossref","first-page":"524","DOI":"10.1016\/j.scitotenv.2009.10.068","article-title":"Climate variations and Salmonella infection in Australian subtropical and tropical regions","volume":"408","author":"Zhang","year":"2010","journal-title":"Sci. Total Environ."}],"container-title":["Science of The Total Environment"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0048969718319065?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0048969718319065?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,23]],"date-time":"2025-09-23T19:57:13Z","timestamp":1758657433000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0048969718319065"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":43,"alternative-id":["S0048969718319065"],"URL":"https:\/\/doi.org\/10.1016\/j.scitotenv.2018.05.254","relation":{},"ISSN":["0048-9697"],"issn-type":[{"value":"0048-9697","type":"print"}],"subject":[],"published":{"date-parts":[[2018,10]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Climate variability and salmonellosis in Singapore \u2013 A time series analysis","name":"articletitle","label":"Article Title"},{"value":"Science of The Total Environment","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.scitotenv.2018.05.254","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2018 The Authors. Published by Elsevier B.V.","name":"copyright","label":"Copyright"}]}}