{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T11:38:18Z","timestamp":1771673898338,"version":"3.50.1"},"update-to":[{"DOI":"10.1371\/journal.pcbi.1006161","type":"new_version","label":"New version","source":"publisher","updated":{"date-parts":[[2018,6,5]],"date-time":"2018-06-05T00:00:00Z","timestamp":1528156800000}}],"reference-count":53,"publisher":"Public Library of Science (PLoS)","issue":"5","license":[{"start":{"date-parts":[[2018,5,23]],"date-time":"2018-05-23T00:00:00Z","timestamp":1527033600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["1 R01 GM105247-01"],"award-info":[{"award-number":["1 R01 GM105247-01"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000268","name":"Biotechnology and Biological Sciences Research Council","doi-asserted-by":"publisher","award":["BB\/K010972\/4"],"award-info":[{"award-number":["BB\/K010972\/4"]}],"id":[{"id":"10.13039\/501100000268","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["Ebola RAPID DMS-1514704"],"award-info":[{"award-number":["Ebola RAPID DMS-1514704"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.ploscompbiol.org"],"crossmark-restriction":false},"short-container-title":["PLoS Comput Biol"],"DOI":"10.1371\/journal.pcbi.1006161","type":"journal-article","created":{"date-parts":[[2018,5,23]],"date-time":"2018-05-23T17:46:31Z","timestamp":1527097591000},"page":"e1006161","update-policy":"https:\/\/doi.org\/10.1371\/journal.pcbi.corrections_policy","source":"Crossref","is-referenced-by-count":15,"title":["Logistical constraints lead to an intermediate optimum in outbreak response vaccination"],"prefix":"10.1371","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5973-9422","authenticated-orcid":true,"given":"Yun","family":"Tao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Katriona","family":"Shea","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthew","family":"Ferrari","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"340","published-online":{"date-parts":[[2018,5,23]]},"reference":[{"issue":"9773","key":"ref1","doi-asserted-by":"crossref","first-page":"1248","DOI":"10.1016\/S0140-6736(11)60273-0","article-title":"Transmission dynamics and control of cholera in Haiti: an epidemic model","volume":"377","author":"J Andrews","year":"2011","journal-title":"The Lancet"},{"issue":"2","key":"ref2","doi-asserted-by":"crossref","first-page":"228","DOI":"10.1016\/j.mbs.2005.03.006","article-title":"Effects of behavioral changes in a smallpox attack model","volume":"195","author":"S Del Valle","year":"2005","journal-title":"Mathematical Biosciences"},{"issue":"1","key":"ref3","doi-asserted-by":"crossref","DOI":"10.1186\/1741-7015-7-30","article-title":"Modeling influenza epidemics and pandemics: insights into the future of swine flu (H1N1)","volume":"7","author":"B Coburn","year":"2009","journal-title":"BMC Medicine"},{"issue":"4","key":"ref4","doi-asserted-by":"crossref","first-page":"1170","DOI":"10.1111\/j.1541-0420.2006.00609.x","article-title":"Statistical inference in a stochastic epidemic SEIR model with control intervention: Ebola as a case study","volume":"62","author":"P Lekone","year":"2006","journal-title":"Biometrics"},{"issue":"6865","key":"ref5","doi-asserted-by":"crossref","first-page":"716","DOI":"10.1038\/414716a","article-title":"Travelling waves and spatial hierarchies in measles epidemics","volume":"414","author":"B Grenfell","year":"2001","journal-title":"Nature"},{"issue":"1","key":"ref6","article-title":"Prevention and control of zika as a mosquito-borne and sexually transmitted disease: a mathematical modeling analysis","volume":"6","author":"D Gao","year":"2016","journal-title":"Scientific Reports"},{"issue":"1","key":"ref7","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.66.016128","article-title":"Spread of epidemic disease on networks","volume":"66","author":"M Newman","year":"2002","journal-title":"Physical Review E"},{"issue":"6212","key":"ref8","doi-asserted-by":"crossref","first-page":"991","DOI":"10.1126\/science.1260612","article-title":"Strategies for containing Ebola in West Africa","volume":"346","author":"A Pandey","year":"2014","journal-title":"Science"},{"issue":"2","key":"ref9","doi-asserted-by":"crossref","first-page":"204","DOI":"10.1016\/S1473-3099(14)71074-6","article-title":"Spatiotemporal spread of the 2014 outbreak of Ebola virus disease in Liberia and the effectiveness of non-pharmaceutical interventions: a computational modelling analysis","volume":"15","author":"S Merler","year":"2015","journal-title":"The Lancet Infectious Diseases"},{"issue":"7","key":"ref10","doi-asserted-by":"crossref","first-page":"2015","DOI":"10.1073\/pnas.0510525103","article-title":"The role of the airline transportation network in the prediction and predictability of global epidemics","volume":"103","author":"V Colizza","year":"2006","journal-title":"Proceedings of the National Academy of Sciences"},{"issue":"4","key":"ref11","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1111\/j.1461-0248.2005.00879.x","article-title":"Seasonality and the dynamics of infectious diseases","volume":"9","author":"S Altizer","year":"2006","journal-title":"Ecology Letters"},{"issue":"1","key":"ref12","doi-asserted-by":"crossref","DOI":"10.1038\/srep34541","article-title":"Measuring populations to improve vaccination coverage","volume":"5","author":"N Bharti","year":"2016","journal-title":"Scientific Reports"},{"issue":"27","key":"ref13","doi-asserted-by":"crossref","first-page":"10942","DOI":"10.1073\/pnas.1204536109","article-title":"Deer, predators, and the emergence of Lyme disease","volume":"109","author":"T Levi","year":"2012","journal-title":"Proceedings of the National Academy of Sciences"},{"issue":"5453","key":"ref14","doi-asserted-by":"crossref","first-page":"667","DOI":"10.1126\/science.287.5453.667","article-title":"A simple model for complex dynamical transitions in epidemics","volume":"287","author":"D Earn","year":"2000","journal-title":"Science"},{"issue":"1533","key":"ref15","doi-asserted-by":"crossref","first-page":"2557","DOI":"10.1098\/rspb.2003.2546","article-title":"The impact of local heterogeneity on alternative control strategies for foot-and-mouth disease","volume":"270","author":"R Kao","year":"2003","journal-title":"Proceedings of the Royal Society B: Biological Sciences"},{"issue":"2","key":"ref16","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1016\/S0025-5564(00)00003-1","article-title":"A simple vaccination model with multiple endemic states","volume":"164","author":"C Kribs-Zaleta","year":"2000","journal-title":"Mathematical Biosciences"},{"issue":"12","key":"ref17","doi-asserted-by":"crossref","first-page":"2290","DOI":"10.1017\/S0950268812000131","article-title":"Impact of birth rate, seasonality and transmission rate on minimum levels of coverage needed for rubella vaccination","volume":"140","author":"C Metcalf","year":"2012","journal-title":"Epidemiology and Infection"},{"issue":"5543","key":"ref18","doi-asserted-by":"crossref","first-page":"813","DOI":"10.1126\/science.1065973","article-title":"Dynamics of the 2001 UK foot and mouth epidemic: stochastic dispersal in a heterogeneous landscape","volume":"294","author":"M Keeling","year":"2001","journal-title":"Science"},{"issue":"6919","key":"ref19","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1038\/nature01343","article-title":"Modelling vaccination strategies against foot-and-mouth disease","volume":"421","author":"M Keeling","year":"2002","journal-title":"Nature"},{"issue":"7080","key":"ref20","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1038\/nature04324","article-title":"Optimal reactive vaccination strategies for a foot-and-mouth outbreak in the UK","volume":"440","author":"M Tildesley","year":"2006","journal-title":"Nature"},{"issue":"1\u20132","key":"ref21","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1016\/j.prevetmed.2008.01.008","article-title":"Modelling foot-and-mouth disease: a comparison between the UK and Denmark","volume":"85","author":"M Tildesley","year":"2008","journal-title":"Preventive Veterinary Medicine"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.epidem.2015.11.002","article-title":"Decision-making for foot-and-mouth disease control: objectives matter","volume":"15","author":"W Probert","year":"2016","journal-title":"Epidemics"},{"issue":"2","key":"ref23","doi-asserted-by":"crossref","first-page":"356","DOI":"10.1093\/ije\/dyn007","article-title":"Predicted impact of the HIV-1 epidemic on measles in developing countries: results from a dynamic age-structured model","volume":"37","author":"S Scott","year":"2008","journal-title":"International Journal of Epidemiology"},{"issue":"16","key":"ref24","doi-asserted-by":"crossref","first-page":"10935","DOI":"10.1073\/pnas.162282799","article-title":"Emergency response to a smallpox attack: the case for mass vaccination","volume":"99","author":"E Kaplan","year":"2002","journal-title":"Proceedings of the National Academy of Sciences"},{"issue":"3","key":"ref25","doi-asserted-by":"crossref","first-page":"290","DOI":"10.1007\/s00285-005-0356-0","article-title":"Modelling the effect of a booster vaccination on disease epidemiology","volume":"52","author":"M Alexander","year":"2005","journal-title":"Journal of Mathematical Biology"},{"issue":"1611","key":"ref26","doi-asserted-by":"crossref","first-page":"833","DOI":"10.1098\/rspb.2006.0015","article-title":"What is the best control strategy for multiple infectious disease outbreaks?","volume":"274","author":"A Handel","year":"2007","journal-title":"Proceedings of the Royal Society B: Biological Sciences"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1016\/j.epidem.2014.07.001","article-title":"Five challenges for spatial epidemic models","volume":"10","author":"S Riley","year":"2015","journal-title":"Epidemics"},{"issue":"1","key":"ref28","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1080\/17513758.2016.1156172","article-title":"The impact of spatial arrangements on epidemic disease dynamics and intervention strategies","volume":"10","author":"M Kelly","year":"2016","journal-title":"Journal of Biological Dynamics"},{"issue":"06","key":"ref29","doi-asserted-by":"crossref","first-page":"1256","DOI":"10.1017\/S0950268814001927","article-title":"Evaluating vaccination strategies to control foot-and-mouth disease: a model comparison study","volume":"143","author":"S Roche","year":"2014","journal-title":"Epidemiology and Infection"},{"issue":"5","key":"ref30","first-page":"589","article-title":"Evaluation of house-to-house versus fixed-site oral poliovirus vaccine delivery strategies in a mass immunization campaign in Egypt","volume":"73","author":"R Linkins","year":"1995","journal-title":"Bulletin of the World Health Organization"},{"issue":"5","key":"ref31","doi-asserted-by":"crossref","first-page":"638","DOI":"10.1093\/heapol\/czu042","article-title":"Innovations in communication technologies for measles supplemental immunization activities: lessons from Kenya measles vaccination campaign, November 2012","volume":"30","author":"W Mbabazi","year":"2014","journal-title":"Health Policy and Planning"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"D80","DOI":"10.1016\/j.vaccine.2011.10.005","article-title":"The global polio eradication initiative: lessons learned and prospects for success","volume":"29","author":"B Aylward","year":"2011","journal-title":"Vaccine"},{"key":"ref33","unstructured":"World Health Organization. Planning and implementing high quality supplementary immunization activities for injectable vaccines using an example of measles and rubella vaccines: field guide. 2016."},{"key":"ref34","author":"P Moorcroft","year":"2013"},{"issue":"3","key":"ref35","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1109\/MCSE.2009.52","article-title":"FiPy: Partial differential equations with Python","volume":"11","author":"J Guyer","year":"2009","journal-title":"Computing in Science & Engineering"},{"issue":"1","key":"ref36","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1016\/j.ecolmodel.2006.04.023","article-title":"A standard protocol for describing individual-based and agent-based models","volume":"198","author":"V Grimm","year":"2006","journal-title":"Ecological modelling"},{"issue":"23","key":"ref37","doi-asserted-by":"crossref","first-page":"2760","DOI":"10.1016\/j.ecolmodel.2010.08.019","article-title":"The ODD protocol: a review and first update","volume":"221","author":"V Grimm","year":"2010","journal-title":"Ecological modelling"},{"key":"ref38","author":"M Keeling","year":"2011"},{"issue":"6988","key":"ref39","doi-asserted-by":"crossref","first-page":"180","DOI":"10.1038\/nature02541","article-title":"Modelling disease outbreaks in realistic urban social networks","volume":"429","author":"S Eubank","year":"2004","journal-title":"Nature"},{"issue":"3","key":"ref40","doi-asserted-by":"crossref","first-page":"927","DOI":"10.1890\/1051-0761(2002)012[0927:AAMIIP]2.0.CO;2","article-title":"Active adaptive management in insect pest and weed control: intervention with a plan for learning","volume":"12","author":"K Shea","year":"2002","journal-title":"ecological applications"},{"issue":"3","key":"ref41","doi-asserted-by":"crossref","first-page":"748","DOI":"10.1890\/07-0642.1","article-title":"A State-dependent model for the optimal management of an invasive metapopulation","volume":"18","author":"T Bogich","year":"2008","journal-title":"Ecological Applications"},{"issue":"60","key":"ref42","article-title":"Analysis of vaccination campaign effectiveness and population immunity to support and sustain polio elimination in Nigeria","volume":"14","author":"A Upfill-Brown","year":"2016","journal-title":"BMC medicine"},{"issue":"3","key":"ref43","doi-asserted-by":"crossref","first-page":"358","DOI":"10.3329\/jhpn.v27i3.3378","article-title":"Factors associated with missed vaccination during mass immunization campaigns","volume":"27","author":"W Weiss","year":"2009","journal-title":"Journal of Health, Population, and Nutrition"},{"issue":"2","key":"ref44","first-page":"356","article-title":"Assessing the effectiveness of house-to-house visits on routine oral polio immunization completion and tracking of defaulters","volume":"32","author":"D Curry","year":"2014","journal-title":"Journal of Health, Population, and Nutrition"},{"issue":"S3","key":"ref45","doi-asserted-by":"crossref","first-page":"S67","DOI":"10.1093\/infdis\/jiv493","article-title":"Tracking vaccination teams during polio campaigns in Northern Nigeria by use of geographic information system technology: 2013\u20132015","volume":"213","author":"K Touray","year":"2016","journal-title":"The Journal of Infectious Diseases"},{"key":"ref46","unstructured":"M\u00e9decins Sans Fronti\u00e8res, Operational Centre Brussels. Operational research day. 2015"},{"issue":"3","key":"ref47","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1111\/2041-210X.12150","article-title":"Predicting local and non-local effects of resources on animal space use using a mechanistic step selection model","volume":"5","author":"J Potts","year":"2014","journal-title":"Methods in Ecology and Evolution"},{"issue":"7","key":"ref48","doi-asserted-by":"crossref","first-page":"749","DOI":"10.1007\/s002850050075","article-title":"Analysis of a model for wolf territories","volume":"35","author":"M Lewis","year":"1997","journal-title":"Journal of Mathematical Biology"},{"issue":"1","key":"ref49","doi-asserted-by":"crossref","first-page":"260","DOI":"10.1111\/1365-2656.12267","article-title":"Territoriality and home-range dynamics in meerkats, Suricata suricatta: a mechanistic modelling approach","volume":"84","author":"A Bateman","year":"2014","journal-title":"Journal of Animal Ecology"},{"issue":"1594","key":"ref50","doi-asserted-by":"crossref","first-page":"1651","DOI":"10.1098\/rspb.2005.3439","article-title":"Mechanistic home range models capture spatial patterns and dynamics of coyote territories in Yellowstone","volume":"273","author":"P Moorcroft","year":"2006","journal-title":"Proceedings of the Royal Society B: Biological Sciences"},{"issue":"1","key":"ref51","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1007\/s11538-016-0225-6","article-title":"Optimization and control of agent-based models in biology: a perspective","volume":"79","author":"G An","year":"2017","journal-title":"Bulletin of mathematical biology"},{"issue":"04","key":"ref52","doi-asserted-by":"crossref","first-page":"845","DOI":"10.1017\/S0950268805005716","article-title":"Exploring the time to intervene with a reactive mass vaccination campaign in measles epidemics","volume":"134","author":"R Grais","year":"2006","journal-title":"Epidemiology and Infection"},{"issue":"11","key":"ref53","doi-asserted-by":"crossref","first-page":"711","DOI":"10.1016\/S1473-3099(09)70229-4","article-title":"Operational research in low-income countries: what, why, and how?","volume":"9","author":"R Zachariah","year":"2009","journal-title":"The Lancet Infectious Diseases"}],"updated-by":[{"DOI":"10.1371\/journal.pcbi.1006161","type":"new_version","label":"New version","source":"publisher","updated":{"date-parts":[[2018,6,5]],"date-time":"2018-06-05T00:00:00Z","timestamp":1528156800000}}],"container-title":["PLOS Computational Biology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/dx.plos.org\/10.1371\/journal.pcbi.1006161","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,9]],"date-time":"2020-05-09T04:01:41Z","timestamp":1588996901000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1006161"}},"subtitle":[],"editor":[{"given":"Rustom","family":"Antia","sequence":"first","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2018,5,23]]},"references-count":53,"journal-issue":{"issue":"5","published-online":{"date-parts":[[2018,5,23]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pcbi.1006161","relation":{"new_version":[{"id-type":"doi","id":"10.1371\/journal.pcbi.1006161","asserted-by":"object"}]},"ISSN":["1553-7358"],"issn-type":[{"value":"1553-7358","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,5,23]]}}}