{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,22]],"date-time":"2026-09-22T05:54:48Z","timestamp":1790056488541,"version":"4.0.1"},"reference-count":37,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2016,5,1]],"date-time":"2016-05-01T00:00:00Z","timestamp":1462060800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Spatial and Spatio-temporal Epidemiology"],"published-print":{"date-parts":[[2016,5]]},"DOI":"10.1016\/j.sste.2016.04.005","type":"journal-article","created":{"date-parts":[[2016,4,30]],"date-time":"2016-04-30T07:26:24Z","timestamp":1462001184000},"page":"75-83","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":5,"special_numbering":"C","title":["Geographically weighted discriminant analysis of environmental conditions associated with Rift Valley fever outbreaks in South Africa"],"prefix":"10.1016","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5090-9309","authenticated-orcid":false,"given":"Dennis E.","family":"Nicholas","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paul L.","family":"Delamater","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nigel M.","family":"Waters","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4198-6246","authenticated-orcid":false,"given":"Kathryn H.","family":"Jacobsen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"3","key":"10.1016\/j.sste.2016.04.005_bib0001","doi-asserted-by":"crossref","first-page":"955","DOI":"10.1073\/pnas.0806490106","article-title":"Prediction of a Rift Valley fever outbreak","volume":"106","author":"Anyamba","year":"2009","journal-title":"Proc Natl Acad Sci USA"},{"issue":"2 Suppl","key":"10.1016\/j.sste.2016.04.005_bib0002","doi-asserted-by":"crossref","first-page":"S43","DOI":"10.4269\/ajtmh.2010.09-0289","article-title":"Prediction, assessment of the Rift Valley fever activity in East and Southern Africa 2006\u20132008 and possible vector control strategies","volume":"83","author":"Anyamba","year":"2010","journal-title":"Am J Trop Med Hyg"},{"issue":"1","key":"10.1016\/j.sste.2016.04.005_bib0003","doi-asserted-by":"crossref","first-page":"e1465","DOI":"10.1371\/journal.pntd.0001465","article-title":"Climate teleconnections and recent patterns of human and animal disease outbreaks","volume":"6","author":"Anyamba","year":"2012","journal-title":"PLoS Negl Trop Dis"},{"issue":"12","key":"10.1016\/j.sste.2016.04.005_bib0004","doi-asserted-by":"crossref","first-page":"1918","DOI":"10.3201\/eid1912.121527","article-title":"Epidemiologic investigations into outbreaks of Rift Valley fever in humans, South Africa, 2008\u20132011","volume":"19","author":"Archer","year":"2013","journal-title":"Emerg Infect Dis"},{"issue":"2","key":"10.1016\/j.sste.2016.04.005_bib0005","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1111\/j.2041-210X.2011.00172.x","article-title":"Selecting pseudo-absences for species distribution models: how, where and how many?: How to use pseudo-absences in niche modelling?","volume":"3","author":"Barbet-Massin","year":"2012","journal-title":"Methods Ecol Evol"},{"issue":"6","key":"10.1016\/j.sste.2016.04.005_bib0006","doi-asserted-by":"crossref","first-page":"918","DOI":"10.1093\/jmedent\/35.6.918","article-title":"Effect of environmental temperature on the susceptibility of Culex pipiens (Diptera: Culicidae) to Rift Valley fever virus","volume":"35","author":"Brubaker","year":"1998","journal-title":"J Med Entomol"},{"issue":"4","key":"10.1016\/j.sste.2016.04.005_bib0007","doi-asserted-by":"crossref","first-page":"376","DOI":"10.1111\/j.1538-4632.2007.00709.x","article-title":"Geographically weighted discriminant analysis","volume":"39","author":"Brunsdon","year":"2007","journal-title":"Geogr Anal"},{"issue":"4","key":"10.1016\/j.sste.2016.04.005_bib0008","doi-asserted-by":"crossref","first-page":"545","DOI":"10.1002\/path.1700340418","article-title":"Enzootic hepatitis or rift valley fever. An undescribed virus disease of sheep cattle and man from east Africa","volume":"34","author":"Daubney","year":"1931","journal-title":"J Pathol Bacteriol."},{"key":"10.1016\/j.sste.2016.04.005_bib0009","series-title":"Recognizing Rift Valley fever","author":"Davies","year":"2003"},{"issue":"9","key":"10.1016\/j.sste.2016.04.005_bib0010","doi-asserted-by":"crossref","first-page":"1261","DOI":"10.1017\/S0950268807009806","article-title":"Prevalence of antibodies against Rift Valley fever virus in Kenyan wildlife","volume":"136","author":"Evans","year":"2007","journal-title":"Epidemiol Infect"},{"issue":"1","key":"10.1016\/j.sste.2016.04.005_bib0011","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1017\/S0376892997000088","article-title":"A review of methods for the assessment of prediction errors in conservation presence\/absence models","volume":"24","author":"Fielding","year":"1997","journal-title":"Environ Conserv"},{"key":"10.1016\/j.sste.2016.04.005_bib0012","unstructured":"Food and Agricultural Organization of the United Nations. EMPRES-i \u2013 global animal disease information system. Available online from: http:\/\/empres-i.fao.org\/eipws3g\/#h=0. 2014 [accessed 09.10.15]."},{"key":"10.1016\/j.sste.2016.04.005_bib0013","unstructured":"Food and Agricultural Organization of the United Nations. FAO GeoNetwork. Available online from: http:\/\/www.fao.org\/geonetwork\/srv\/en\/main.home. 2015 [accessed 09.10.15]."},{"key":"10.1016\/j.sste.2016.04.005_bib0014","unstructured":"Food and Agricultural Organization of the United Nations and the World Health Organization, Rift Valley fever outbreaks forecasting models, 2009, World Health Organization; Rome."},{"key":"10.1016\/j.sste.2016.04.005_bib0036","series-title":"The geography of South Africa in a changing world","author":"Fox","year":"2000"},{"issue":"4","key":"10.1016\/j.sste.2016.04.005_bib0015","doi-asserted-by":"crossref","first-page":"2136","DOI":"10.3390\/s8042136","article-title":"Relationship between remotely-sensed vegetation indices, canopy attributes and plant physiological processes: what vegetation indices can and cannot tell us about the landscape","volume":"8","author":"Glenn","year":"2008","journal-title":"Sensors"},{"issue":"17","key":"10.1016\/j.sste.2016.04.005_bib0016","doi-asserted-by":"crossref","DOI":"10.18637\/jss.v063.i17","article-title":"GWmodel: an R package for exploring spatial heterogeneity using geographically weighted models","volume":"63","author":"Gollini","year":"2015","journal-title":"J Stat Softw"},{"issue":"3","key":"10.1016\/j.sste.2016.04.005_bib0017","doi-asserted-by":"crossref","first-page":"e1557","DOI":"10.1371\/journal.pntd.0001557","article-title":"High seroprevalence of Rift Valley fever and evidence for endemic circulation in Mbeya Region, Tanzania, in a cross-sectional study","volume":"6","author":"Heinrich","year":"2012","journal-title":"PLoS Negl Trop Dis."},{"issue":"2","key":"10.1016\/j.sste.2016.04.005_bib0018","doi-asserted-by":"crossref","first-page":"373","DOI":"10.4269\/ajtmh.2012.11-0450","article-title":"Relationship of climate, geography, and geology to the incidence of Rift Valley fever in Kenya during the 2006\u20132007 outbreak","volume":"86","author":"Hightower","year":"2012","journal-title":"Am J Trop Med Hyg"},{"key":"10.1016\/j.sste.2016.04.005_bib0019","series-title":"Discriminant analysis","author":"Klecka","year":"1980"},{"issue":"1","key":"10.1016\/j.sste.2016.04.005_bib0020","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1186\/1476-072X-9-54","article-title":"Pathogenic landscapes: interactions between land, people, disease vectors, and their animal hosts","volume":"9","author":"Lambin","year":"2010","journal-title":"Int J Health Geogr"},{"issue":"4796","key":"10.1016\/j.sste.2016.04.005_bib0021","doi-asserted-by":"crossref","first-page":"1656","DOI":"10.1126\/science.3823909","article-title":"Detection of Rift Valley fever viral activity in Kenya by satellite remote sensing imagery","volume":"235","author":"Linthicum","year":"1987","journal-title":"Science"},{"issue":"5426","key":"10.1016\/j.sste.2016.04.005_bib0022","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1126\/science.285.5426.397","article-title":"Climate and satellite indicators to forecast Rift Valley fever epidemics in Kenya","volume":"285","author":"Linthicum","year":"1999","journal-title":"Science"},{"issue":"1","key":"10.1016\/j.sste.2016.04.005_bib0023","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1017\/S0022172400062434","article-title":"Rift Valley fever virus (family Bunyaviridae, genus Phlebovirus). Isolations from Diptera collected during an inter-epizootic period in Kenya","volume":"95","author":"Linthicum","year":"1985","journal-title":"J Hyg (Lond)"},{"issue":"1","key":"10.1016\/j.sste.2016.04.005_bib0024","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1111\/j.1600-0587.2009.06039.x","article-title":"The uncertain nature of absences and their importance in species distribution modelling","volume":"33","author":"Lobo","year":"2010","journal-title":"Ecography"},{"issue":"2","key":"10.1016\/j.sste.2016.04.005_bib0025","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1080\/10095020.2014.917453","article-title":"The GWmodel R package: further topics for exploring spatial heterogeneity using geographically weighted models","volume":"17","author":"Lu","year":"2014","journal-title":"Geo-Spat Inf Sci"},{"issue":"2","key":"10.1016\/j.sste.2016.04.005_bib0026","doi-asserted-by":"crossref","first-page":"413","DOI":"10.20506\/rst.27.2.1802","article-title":"The impact of climate change on the epidemiology and control of Rift Valley fever","volume":"27","author":"Martin","year":"2008","journal-title":"Rev Sci Tech Int Off Epizoot"},{"issue":"6","key":"10.1016\/j.sste.2016.04.005_bib0027","doi-asserted-by":"crossref","first-page":"916","DOI":"10.3201\/eid1906.121641","article-title":"Transmission potential of Rift Valley fever virus over the course of the 2010 epidemic in South Africa","volume":"19","author":"M\u00e9tras","year":"2013","journal-title":"Emerg Infect Dis"},{"issue":"12","key":"10.1016\/j.sste.2016.04.005_bib0028","doi-asserted-by":"crossref","first-page":"1420","DOI":"10.1111\/tmi.12385","article-title":"Risk factors associated with human Rift Valley fever infection: systematic review and meta-analysis","volume":"19","author":"Nicholas","year":"2014","journal-title":"Trop Med Int Health"},{"issue":"6","key":"10.1016\/j.sste.2016.04.005_bib0029","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1051\/vetres\/2010033","article-title":"Rift Valley fever virus (Bunyaviridae: Phlebovirus): an update on pathogenesis, molecular epidemiology, vectors, diagnostics and prevention","volume":"41","author":"Pepin","year":"2010","journal-title":"Vet Res"},{"key":"10.1016\/j.sste.2016.04.005_bib0030","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0065-308X(05)62001-5","article-title":"Models for vectors and vector-borne diseases","volume":"62","author":"Rogers","year":"2006","journal-title":"Adv Parasitol"},{"key":"10.1016\/j.sste.2016.04.005_bib0037","unstructured":"South African National Biodiversity Institute. PlantZAfrica. Available online from: http:\/\/www.plantzafrica.com\/frames\/vegfram.htm. 2010 [accessed 09.10.15]."},{"key":"10.1016\/j.sste.2016.04.005_bib0031","series-title":"Using multivariate statistics","author":"Tabachnick","year":"2007"},{"issue":"2","key":"10.1016\/j.sste.2016.04.005_bib0032","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1016\/S0923-2516(89)80092-5","article-title":"Effect of environmental temperature on the vector competence of Aedes fowleri for Rift Valley fever virus","volume":"140","author":"Turell","year":"1989","journal-title":"Res Virol"},{"issue":"1","key":"10.1016\/j.sste.2016.04.005_bib0033","first-page":"1","article-title":"Probability plotting methods for the analysis of data","volume":"55","author":"Wilk","year":"1968","journal-title":"Biometrika"},{"issue":"2","key":"10.1016\/j.sste.2016.04.005_bib0034","first-page":"17","article-title":"Rift Valley fever fact sheet","volume":"83","author":"World Health Organization","year":"2008","journal-title":"Wkly Epidemiol Rec"},{"key":"10.1016\/j.sste.2016.04.005_bib0035","unstructured":"WorldClim. WorldClim \u2013 global climate data. Available online from: http:\/\/www.worldclim.org\/. 2005 [accessed 09.10.15]."}],"container-title":["Spatial and Spatio-temporal Epidemiology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877584516300247?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877584516300247?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,9,7]],"date-time":"2019-09-07T01:35:04Z","timestamp":1567820104000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1877584516300247"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,5]]},"references-count":37,"alternative-id":["S1877584516300247"],"URL":"https:\/\/doi.org\/10.1016\/j.sste.2016.04.005","relation":{},"ISSN":["1877-5845"],"issn-type":[{"value":"1877-5845","type":"print"}],"subject":[],"published":{"date-parts":[[2016,5]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Geographically weighted discriminant analysis of environmental conditions associated with Rift Valley fever outbreaks in South Africa","name":"articletitle","label":"Article Title"},{"value":"Spatial and Spatio-temporal Epidemiology","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.sste.2016.04.005","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2016 Elsevier Ltd. All rights reserved.","name":"copyright","label":"Copyright"}]}}