An advection-deposition-survival model to assess the risk of introduction of vector-borne diseases through the wind: Application to bluetongue outbreaks in Spain
This work develops a methodology for estimating risk of wind-borne introduction of flying insects into a country, identifying areas and periods of high risk of vector-borne diseases incursion. This risk can be characterized by the role of suitable temperatures and wind currents in small insects'...
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description | This work develops a methodology for estimating risk of wind-borne introduction of flying insects into a country, identifying areas and periods of high risk of vector-borne diseases incursion. This risk can be characterized by the role of suitable temperatures and wind currents in small insects' survival and movements, respectively. The model predicts the number density of introduced insects over space and time based on three processes: the advection due to wind currents, the deposition on the ground and the survival due to climatic conditions. Spanish livestock has suffered many bluetongue outbreaks since 2004 and numerous experts point to Culicoides transported by wind from affected areas in North Africa as a possible cause. This work implements numerical experiments simulating the introduction of Culicoides in 2004. The model identified southern and eastern Spain, particularly between June and November, as being at greatest risk of wind-borne Culicoides introduction, which matches field data on bluetongue outbreaks in Spain this year. This validation suggests that this model may be useful for predicting introduction of airborne pathogens of significance to animal productivity. |
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This risk can be characterized by the role of suitable temperatures and wind currents in small insects' survival and movements, respectively. The model predicts the number density of introduced insects over space and time based on three processes: the advection due to wind currents, the deposition on the ground and the survival due to climatic conditions. Spanish livestock has suffered many bluetongue outbreaks since 2004 and numerous experts point to Culicoides transported by wind from affected areas in North Africa as a possible cause. This work implements numerical experiments simulating the introduction of Culicoides in 2004. The model identified southern and eastern Spain, particularly between June and November, as being at greatest risk of wind-borne Culicoides introduction, which matches field data on bluetongue outbreaks in Spain this year. This validation suggests that this model may be useful for predicting introduction of airborne pathogens of significance to animal productivity.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0194573</identifier><identifier>PMID: 29566088</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Advection ; Africa, Northern - epidemiology ; Agriculture - methods ; Analysis ; Animals ; Applied mathematics ; Biology and Life Sciences ; Bluetongue ; Bluetongue - epidemiology ; Bluetongue - transmission ; Bluetongue - virology ; Bluetongue virus - pathogenicity ; Ceratopogonidae ; Ceratopogonidae - virology ; Climatic conditions ; Computer simulation ; Culicoides ; Data processing ; Deposition ; Diptera ; Disease ; Disease Outbreaks - veterinary ; Earth Sciences ; Epidemics ; Flight ; Health risk assessment ; Health risks ; Insect Vectors - pathogenicity ; Insect Vectors - virology ; Insects ; Livestock ; Mathematical models ; Medicine and Health Sciences ; Models, Biological ; Mortality ; Numerical experiments ; Outbreaks ; Partial differential equations ; People and places ; Physics ; Risk Assessment - methods ; Risk factors ; Seasons ; Sheep ; Spain - epidemiology ; Surveillance ; Survival ; Temperature ; Vector-borne diseases ; Vectors (Biology) ; Veterinary medicine ; Viruses ; West Nile virus ; Wind ; Wind currents ; Winds</subject><ispartof>PloS one, 2018-03, Vol.13 (3), p.e0194573-e0194573</ispartof><rights>COPYRIGHT 2018 Public Library of Science</rights><rights>2018 Fernández-Carrión et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 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This validation suggests that this model may be useful for predicting introduction of airborne pathogens of significance to animal productivity.</description><subject>Advection</subject><subject>Africa, Northern - epidemiology</subject><subject>Agriculture - methods</subject><subject>Analysis</subject><subject>Animals</subject><subject>Applied mathematics</subject><subject>Biology and Life Sciences</subject><subject>Bluetongue</subject><subject>Bluetongue - epidemiology</subject><subject>Bluetongue - transmission</subject><subject>Bluetongue - virology</subject><subject>Bluetongue virus - pathogenicity</subject><subject>Ceratopogonidae</subject><subject>Ceratopogonidae - virology</subject><subject>Climatic conditions</subject><subject>Computer simulation</subject><subject>Culicoides</subject><subject>Data processing</subject><subject>Deposition</subject><subject>Diptera</subject><subject>Disease</subject><subject>Disease Outbreaks - veterinary</subject><subject>Earth Sciences</subject><subject>Epidemics</subject><subject>Flight</subject><subject>Health risk assessment</subject><subject>Health risks</subject><subject>Insect Vectors - pathogenicity</subject><subject>Insect Vectors - virology</subject><subject>Insects</subject><subject>Livestock</subject><subject>Mathematical models</subject><subject>Medicine and Health Sciences</subject><subject>Models, Biological</subject><subject>Mortality</subject><subject>Numerical experiments</subject><subject>Outbreaks</subject><subject>Partial differential equations</subject><subject>People and places</subject><subject>Physics</subject><subject>Risk Assessment - methods</subject><subject>Risk factors</subject><subject>Seasons</subject><subject>Sheep</subject><subject>Spain - epidemiology</subject><subject>Surveillance</subject><subject>Survival</subject><subject>Temperature</subject><subject>Vector-borne diseases</subject><subject>Vectors (Biology)</subject><subject>Veterinary medicine</subject><subject>Viruses</subject><subject>West Nile virus</subject><subject>Wind</subject><subject>Wind currents</subject><subject>Winds</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><sourceid>DOA</sourceid><recordid>eNptkstu1DAUhiMEoqXwBggsISE2Gez4krgLpFHFpVIlFsDacmJ7xq3HDnYyiMfhTXEyaTWDWPn2_f-5-BTFSwRXCNfo_W0Yo5du1QevVxBxQmv8qDhHHFclqyB-fLQ_K56ldAshxQ1jT4uzilPGYNOcF3_WHki1191ggy-V7kOy8zaNcW_30oFdUNqBIQCZkk4JDFsNok13IBhg_RCDGmfxdJ58QizbEL0GyiYtsyQrYhg321n5y3p1CdZ972wnZ1l2bt2oh-A3owZhHNqo5V3K3uBbL61_Xjwx0iX9Ylkvih-fPn6_-lLefP18fbW-KTva0KFkssKSKFMrbXitiFSKsKpGXFcMEcmIobgiLaGtIVjXsiaIMcoo4TWHXEN8Ubw--PYuJLF0N4kKohpSzpoqE9cHQgV5K_podzL-FkFaMV-EuBEyDrZzWhgqG8MrhZDpCOakpYgrVmPOjOG8qrPXhyXa2O606nTupHQnpqcv3m7FJuwFbRjJv50N3i0GMfwcdRrEzqZOOye9DuOcdwMR5ZBk9M0_6P-rW6iNzAVYb0KO202mYk1xjoggo5l6e0RttXTDNgU3Tl-ZTkFyALsYUoraPNSGoJgG-D4JMQ2wWAY4y14d9-VBdD-x-C8pK-_s</recordid><startdate>20180322</startdate><enddate>20180322</enddate><creator>Fernández-Carrión, Eduardo</creator><creator>Ivorra, Benjamin</creator><creator>Ramos, Ángel Manuel</creator><creator>Martínez-López, Beatriz</creator><creator>Aguilar-Vega, Cecilia</creator><creator>Sánchez-Vizcaíno, José Manuel</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PHGZM</scope><scope>PHGZT</scope><scope>PIMPY</scope><scope>PJZUB</scope><scope>PKEHL</scope><scope>PPXIY</scope><scope>PQEST</scope><scope>PQGLB</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-4384-1961</orcidid><orcidid>https://orcid.org/0000-0001-5981-7291</orcidid></search><sort><creationdate>20180322</creationdate><title>An advection-deposition-survival model to assess the risk of introduction of vector-borne diseases through the wind: Application to bluetongue outbreaks in Spain</title><author>Fernández-Carrión, Eduardo ; Ivorra, Benjamin ; Ramos, Ángel Manuel ; Martínez-López, Beatriz ; Aguilar-Vega, Cecilia ; Sánchez-Vizcaíno, José Manuel</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c585t-6a23a4df7def97d4add462719e2614a64f5324b45bf43e7a74166565497909e03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Advection</topic><topic>Africa, Northern - epidemiology</topic><topic>Agriculture - methods</topic><topic>Analysis</topic><topic>Animals</topic><topic>Applied mathematics</topic><topic>Biology and Life Sciences</topic><topic>Bluetongue</topic><topic>Bluetongue - epidemiology</topic><topic>Bluetongue - transmission</topic><topic>Bluetongue - virology</topic><topic>Bluetongue virus - pathogenicity</topic><topic>Ceratopogonidae</topic><topic>Ceratopogonidae - virology</topic><topic>Climatic conditions</topic><topic>Computer simulation</topic><topic>Culicoides</topic><topic>Data processing</topic><topic>Deposition</topic><topic>Diptera</topic><topic>Disease</topic><topic>Disease Outbreaks - veterinary</topic><topic>Earth Sciences</topic><topic>Epidemics</topic><topic>Flight</topic><topic>Health risk assessment</topic><topic>Health risks</topic><topic>Insect Vectors - pathogenicity</topic><topic>Insect Vectors - virology</topic><topic>Insects</topic><topic>Livestock</topic><topic>Mathematical models</topic><topic>Medicine and Health Sciences</topic><topic>Models, Biological</topic><topic>Mortality</topic><topic>Numerical experiments</topic><topic>Outbreaks</topic><topic>Partial differential equations</topic><topic>People and places</topic><topic>Physics</topic><topic>Risk Assessment - 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This risk can be characterized by the role of suitable temperatures and wind currents in small insects' survival and movements, respectively. The model predicts the number density of introduced insects over space and time based on three processes: the advection due to wind currents, the deposition on the ground and the survival due to climatic conditions. Spanish livestock has suffered many bluetongue outbreaks since 2004 and numerous experts point to Culicoides transported by wind from affected areas in North Africa as a possible cause. This work implements numerical experiments simulating the introduction of Culicoides in 2004. The model identified southern and eastern Spain, particularly between June and November, as being at greatest risk of wind-borne Culicoides introduction, which matches field data on bluetongue outbreaks in Spain this year. This validation suggests that this model may be useful for predicting introduction of airborne pathogens of significance to animal productivity.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>29566088</pmid><doi>10.1371/journal.pone.0194573</doi><orcidid>https://orcid.org/0000-0003-4384-1961</orcidid><orcidid>https://orcid.org/0000-0001-5981-7291</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Advection Africa, Northern - epidemiology Agriculture - methods Analysis Animals Applied mathematics Biology and Life Sciences Bluetongue Bluetongue - epidemiology Bluetongue - transmission Bluetongue - virology Bluetongue virus - pathogenicity Ceratopogonidae Ceratopogonidae - virology Climatic conditions Computer simulation Culicoides Data processing Deposition Diptera Disease Disease Outbreaks - veterinary Earth Sciences Epidemics Flight Health risk assessment Health risks Insect Vectors - pathogenicity Insect Vectors - virology Insects Livestock Mathematical models Medicine and Health Sciences Models, Biological Mortality Numerical experiments Outbreaks Partial differential equations People and places Physics Risk Assessment - methods Risk factors Seasons Sheep Spain - epidemiology Surveillance Survival Temperature Vector-borne diseases Vectors (Biology) Veterinary medicine Viruses West Nile virus Wind Wind currents Winds |
title | An advection-deposition-survival model to assess the risk of introduction of vector-borne diseases through the wind: Application to bluetongue outbreaks in Spain |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-20T20%3A10%3A15IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_plos_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=An%20advection-deposition-survival%20model%20to%20assess%20the%20risk%20of%20introduction%20of%20vector-borne%20diseases%20through%20the%20wind:%20Application%20to%20bluetongue%20outbreaks%20in%20Spain&rft.jtitle=PloS%20one&rft.au=Fern%C3%A1ndez-Carri%C3%B3n,%20Eduardo&rft.date=2018-03-22&rft.volume=13&rft.issue=3&rft.spage=e0194573&rft.epage=e0194573&rft.pages=e0194573-e0194573&rft.issn=1932-6203&rft.eissn=1932-6203&rft_id=info:doi/10.1371/journal.pone.0194573&rft_dat=%3Cgale_plos_%3EA531931065%3C/gale_plos_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2017059682&rft_id=info:pmid/29566088&rft_galeid=A531931065&rft_doaj_id=oai_doaj_org_article_f5a8f92d11fc4394b519d67396ff9927&rfr_iscdi=true |