Simulating the Distribution of Individual Livestock Farms and Their Populations in the United States: An Example Using Domestic Swine (Sus scrofa domesticus) Farms
Identifieur interne : 000105 ( Main/Merge ); précédent : 000104; suivant : 000106Simulating the Distribution of Individual Livestock Farms and Their Populations in the United States: An Example Using Domestic Swine (Sus scrofa domesticus) Farms
Auteurs : Christopher L. Burdett [États-Unis] ; Brian R. Kraus [États-Unis] ; Sarah J. Garza [États-Unis] ; Ryan S. Miller [États-Unis] ; Kathe E. Bjork [États-Unis]Source :
- PLoS ONE [ 1932-6203 ] ; 2015.
Abstract
Livestock distribution in the United States (U.S.) can only be mapped at a county-level or worse resolution. We developed a spatial microsimulation model called the Farm Location and Agricultural Production Simulator (FLAPS) that simulated the distribution and populations of individual livestock farms throughout the conterminous U.S. Using domestic pigs (
Url:
DOI: 10.1371/journal.pone.0140338
PubMed: 26571497
PubMed Central: 4646625
Links toward previous steps (curation, corpus...)
- to stream Pmc, to step Corpus: 000017
- to stream Pmc, to step Curation: 000017
- to stream Pmc, to step Checkpoint: 000041
- to stream Ncbi, to step Merge: 000614
- to stream Ncbi, to step Curation: 000614
- to stream Ncbi, to step Checkpoint: 000614
Links to Exploration step
PMC:4646625Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Simulating the Distribution of Individual Livestock Farms and Their Populations in the United States: An Example Using Domestic Swine (<italic>Sus scrofa domesticus</italic>
) Farms</title>
<author><name sortKey="Burdett, Christopher L" sort="Burdett, Christopher L" uniqKey="Burdett C" first="Christopher L." last="Burdett">Christopher L. Burdett</name>
<affiliation wicri:level="2"><nlm:aff id="aff001"><addr-line>Colorado State University, Department of Biology, Fort Collins, Colorado, United States of America</addr-line>
</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Colorado State University, Department of Biology, Fort Collins, Colorado</wicri:regionArea>
<placeName><region type="state">Colorado</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Kraus, Brian R" sort="Kraus, Brian R" uniqKey="Kraus B" first="Brian R." last="Kraus">Brian R. Kraus</name>
<affiliation wicri:level="2"><nlm:aff id="aff001"><addr-line>Colorado State University, Department of Biology, Fort Collins, Colorado, United States of America</addr-line>
</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Colorado State University, Department of Biology, Fort Collins, Colorado</wicri:regionArea>
<placeName><region type="state">Colorado</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Garza, Sarah J" sort="Garza, Sarah J" uniqKey="Garza S" first="Sarah J." last="Garza">Sarah J. Garza</name>
<affiliation wicri:level="2"><nlm:aff id="aff001"><addr-line>Colorado State University, Department of Biology, Fort Collins, Colorado, United States of America</addr-line>
</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Colorado State University, Department of Biology, Fort Collins, Colorado</wicri:regionArea>
<placeName><region type="state">Colorado</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Miller, Ryan S" sort="Miller, Ryan S" uniqKey="Miller R" first="Ryan S." last="Miller">Ryan S. Miller</name>
<affiliation wicri:level="2"><nlm:aff id="aff002"><addr-line>United States Department of Agriculture, Animal and Plant Health Inspection Service, Veterinary Services, Centers for Animal Health and Epidemiology, Fort Collins, Colorado, United States of America</addr-line>
</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>United States Department of Agriculture, Animal and Plant Health Inspection Service, Veterinary Services, Centers for Animal Health and Epidemiology, Fort Collins, Colorado</wicri:regionArea>
<placeName><region type="state">Colorado</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Bjork, Kathe E" sort="Bjork, Kathe E" uniqKey="Bjork K" first="Kathe E." last="Bjork">Kathe E. Bjork</name>
<affiliation wicri:level="2"><nlm:aff id="aff002"><addr-line>United States Department of Agriculture, Animal and Plant Health Inspection Service, Veterinary Services, Centers for Animal Health and Epidemiology, Fort Collins, Colorado, United States of America</addr-line>
</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>United States Department of Agriculture, Animal and Plant Health Inspection Service, Veterinary Services, Centers for Animal Health and Epidemiology, Fort Collins, Colorado</wicri:regionArea>
<placeName><region type="state">Colorado</region>
</placeName>
</affiliation>
</author>
</titleStmt>
<publicationStmt><idno type="wicri:source">PMC</idno>
<idno type="pmid">26571497</idno>
<idno type="pmc">4646625</idno>
<idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4646625</idno>
<idno type="RBID">PMC:4646625</idno>
<idno type="doi">10.1371/journal.pone.0140338</idno>
<date when="2015">2015</date>
<idno type="wicri:Area/Pmc/Corpus">000017</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Corpus" wicri:corpus="PMC">000017</idno>
<idno type="wicri:Area/Pmc/Curation">000017</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Curation">000017</idno>
<idno type="wicri:Area/Pmc/Checkpoint">000041</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Checkpoint">000041</idno>
<idno type="wicri:Area/Ncbi/Merge">000614</idno>
<idno type="wicri:Area/Ncbi/Curation">000614</idno>
<idno type="wicri:Area/Ncbi/Checkpoint">000614</idno>
<idno type="wicri:Area/Main/Merge">000105</idno>
</publicationStmt>
<sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Simulating the Distribution of Individual Livestock Farms and Their Populations in the United States: An Example Using Domestic Swine (<italic>Sus scrofa domesticus</italic>
) Farms</title>
<author><name sortKey="Burdett, Christopher L" sort="Burdett, Christopher L" uniqKey="Burdett C" first="Christopher L." last="Burdett">Christopher L. Burdett</name>
<affiliation wicri:level="2"><nlm:aff id="aff001"><addr-line>Colorado State University, Department of Biology, Fort Collins, Colorado, United States of America</addr-line>
</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Colorado State University, Department of Biology, Fort Collins, Colorado</wicri:regionArea>
<placeName><region type="state">Colorado</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Kraus, Brian R" sort="Kraus, Brian R" uniqKey="Kraus B" first="Brian R." last="Kraus">Brian R. Kraus</name>
<affiliation wicri:level="2"><nlm:aff id="aff001"><addr-line>Colorado State University, Department of Biology, Fort Collins, Colorado, United States of America</addr-line>
</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Colorado State University, Department of Biology, Fort Collins, Colorado</wicri:regionArea>
<placeName><region type="state">Colorado</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Garza, Sarah J" sort="Garza, Sarah J" uniqKey="Garza S" first="Sarah J." last="Garza">Sarah J. Garza</name>
<affiliation wicri:level="2"><nlm:aff id="aff001"><addr-line>Colorado State University, Department of Biology, Fort Collins, Colorado, United States of America</addr-line>
</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Colorado State University, Department of Biology, Fort Collins, Colorado</wicri:regionArea>
<placeName><region type="state">Colorado</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Miller, Ryan S" sort="Miller, Ryan S" uniqKey="Miller R" first="Ryan S." last="Miller">Ryan S. Miller</name>
<affiliation wicri:level="2"><nlm:aff id="aff002"><addr-line>United States Department of Agriculture, Animal and Plant Health Inspection Service, Veterinary Services, Centers for Animal Health and Epidemiology, Fort Collins, Colorado, United States of America</addr-line>
</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>United States Department of Agriculture, Animal and Plant Health Inspection Service, Veterinary Services, Centers for Animal Health and Epidemiology, Fort Collins, Colorado</wicri:regionArea>
<placeName><region type="state">Colorado</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Bjork, Kathe E" sort="Bjork, Kathe E" uniqKey="Bjork K" first="Kathe E." last="Bjork">Kathe E. Bjork</name>
<affiliation wicri:level="2"><nlm:aff id="aff002"><addr-line>United States Department of Agriculture, Animal and Plant Health Inspection Service, Veterinary Services, Centers for Animal Health and Epidemiology, Fort Collins, Colorado, United States of America</addr-line>
</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>United States Department of Agriculture, Animal and Plant Health Inspection Service, Veterinary Services, Centers for Animal Health and Epidemiology, Fort Collins, Colorado</wicri:regionArea>
<placeName><region type="state">Colorado</region>
</placeName>
</affiliation>
</author>
</analytic>
<series><title level="j">PLoS ONE</title>
<idno type="eISSN">1932-6203</idno>
<imprint><date when="2015">2015</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc><textClass></textClass>
</profileDesc>
</teiHeader>
<front><div type="abstract" xml:lang="en"><p>Livestock distribution in the United States (U.S.) can only be mapped at a county-level or worse resolution. We developed a spatial microsimulation model called the Farm Location and Agricultural Production Simulator (FLAPS) that simulated the distribution and populations of individual livestock farms throughout the conterminous U.S. Using domestic pigs (<italic>Sus scrofa domesticus</italic>
) as an example species, we customized iterative proportional-fitting algorithms for the hierarchical structure of the U.S. Census of Agriculture and imputed unpublished state- or county-level livestock population totals that were redacted to ensure confidentiality. We used a weighted sampling design to collect data on the presence and absence of farms and used them to develop a national-scale distribution model that predicted the distribution of individual farms at a 100 m resolution. We implemented microsimulation algorithms that simulated the populations and locations of individual farms using output from our imputed Census of Agriculture dataset and distribution model. Approximately 19% of county-level pig population totals were unpublished in the 2012 Census of Agriculture and needed to be imputed. Using aerial photography, we confirmed the presence or absence of livestock farms at 10,238 locations and found livestock farms were correlated with open areas, cropland, and roads, and also areas with cooler temperatures and gentler topography. The distribution of swine farms was highly variable, but cross-validation of our distribution model produced an area under the receiver-operating characteristics curve value of 0.78, which indicated good predictive performance. Verification analyses showed FLAPS accurately imputed and simulated Census of Agriculture data based on absolute percent difference values of < 0.01% at the state-to-national scale, 3.26% for the county-to-state scale, and 0.03% for the individual farm-to-county scale. Our output data have many applications for risk management of agricultural systems including epidemiological studies, food safety, biosecurity issues, emergency-response planning, and conflicts between livestock and other natural resources.</p>
</div>
</front>
<back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Costanza, R" uniqKey="Costanza R">R Costanza</name>
</author>
<author><name sortKey="Wainger, L" uniqKey="Wainger L">L Wainger</name>
</author>
<author><name sortKey="Folke, C" uniqKey="Folke C">C Folke</name>
</author>
<author><name sortKey="M Ler, K G" uniqKey="M Ler K">K-G Mäler</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Martin, Mk" uniqKey="Martin M">MK Martin</name>
</author>
<author><name sortKey="Helm, J" uniqKey="Helm J">J Helm</name>
</author>
<author><name sortKey="Patyk, Ka" uniqKey="Patyk K">KA Patyk</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Tildesley, Mj" uniqKey="Tildesley M">MJ Tildesley</name>
</author>
<author><name sortKey="House, Ta" uniqKey="House T">TA House</name>
</author>
<author><name sortKey="Bruhn, Mc" uniqKey="Bruhn M">MC Bruhn</name>
</author>
<author><name sortKey="Curry, Rj" uniqKey="Curry R">RJ Curry</name>
</author>
<author><name sortKey="O Eil, M" uniqKey="O Eil M">M O’Neil</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Beckman, Rj" uniqKey="Beckman R">RJ Beckman</name>
</author>
<author><name sortKey="Baggerly, Ka" uniqKey="Baggerly K">KA Baggerly</name>
</author>
<author><name sortKey="Mckay, Md" uniqKey="Mckay M">MD McKay</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Ballas, D" uniqKey="Ballas D">D Ballas</name>
</author>
<author><name sortKey="Clarke, G" uniqKey="Clarke G">G Clarke</name>
</author>
<author><name sortKey="Dorling, D" uniqKey="Dorling D">D Dorling</name>
</author>
<author><name sortKey="Eyre, H" uniqKey="Eyre H">H Eyre</name>
</author>
<author><name sortKey="Thomas, B" uniqKey="Thomas B">B Thomas</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Ryan, J" uniqKey="Ryan J">J Ryan</name>
</author>
<author><name sortKey="Maoh, H" uniqKey="Maoh H">H Maoh</name>
</author>
<author><name sortKey="Kanaroglou, P" uniqKey="Kanaroglou P">P Kanaroglou</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Enders, Ck" uniqKey="Enders C">CK Enders</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Roe, B" uniqKey="Roe B">B Roe</name>
</author>
<author><name sortKey="Irwin, Eg" uniqKey="Irwin E">EG Irwin</name>
</author>
<author><name sortKey="Sharp, Js" uniqKey="Sharp J">JS Sharp</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Herath, Dp" uniqKey="Herath D">DP Herath</name>
</author>
<author><name sortKey="Weersink, Aj" uniqKey="Weersink A">AJ Weersink</name>
</author>
<author><name sortKey="Carpentier, Cl" uniqKey="Carpentier C">CL Carpentier</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Neumann, K" uniqKey="Neumann K">K Neumann</name>
</author>
<author><name sortKey="Elbersen, Bs" uniqKey="Elbersen B">BS Elbersen</name>
</author>
<author><name sortKey="Verburg, Ph" uniqKey="Verburg P">PH Verburg</name>
</author>
<author><name sortKey="Staritsky, I" uniqKey="Staritsky I">I Staritsky</name>
</author>
<author><name sortKey="Perez Soba, M" uniqKey="Perez Soba M">M Perez-Soba</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Emelyanova, Iv" uniqKey="Emelyanova I">IV Emelyanova</name>
</author>
<author><name sortKey="Donald, Ge" uniqKey="Donald G">GE Donald</name>
</author>
<author><name sortKey="Miron, Dj" uniqKey="Miron D">DJ Miron</name>
</author>
<author><name sortKey="Henry, Da" uniqKey="Henry D">DA Henry</name>
</author>
<author><name sortKey="Garner, Mg" uniqKey="Garner M">MG Garner</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Prosser, Dj" uniqKey="Prosser D">DJ Prosser</name>
</author>
<author><name sortKey="Wu, Jx" uniqKey="Wu J">JX Wu</name>
</author>
<author><name sortKey="Ellis, Ec" uniqKey="Ellis E">EC Ellis</name>
</author>
<author><name sortKey="Gale, F" uniqKey="Gale F">F Gale</name>
</author>
<author><name sortKey="Van Boeckel, Tp" uniqKey="Van Boeckel T">TP Van Boeckel</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Wint, W" uniqKey="Wint W">W Wint</name>
</author>
<author><name sortKey="Robinson, Tp" uniqKey="Robinson T">TP Robinson</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Cecchi, G" uniqKey="Cecchi G">G Cecchi</name>
</author>
<author><name sortKey="Wint, W" uniqKey="Wint W">W Wint</name>
</author>
<author><name sortKey="Shaw, A" uniqKey="Shaw A">A Shaw</name>
</author>
<author><name sortKey="Marletta, A" uniqKey="Marletta A">A Marletta</name>
</author>
<author><name sortKey="Mattioli, R" uniqKey="Mattioli R">R Mattioli</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Wong, Dws" uniqKey="Wong D">DWS Wong</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Bishop, Ymm" uniqKey="Bishop Y">YMM Bishop</name>
</author>
<author><name sortKey="Fienberg, Se" uniqKey="Fienberg S">SE Fienberg</name>
</author>
<author><name sortKey="Holland, Pw" uniqKey="Holland P">PW Holland</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Homer, C" uniqKey="Homer C">C Homer</name>
</author>
<author><name sortKey="Dewitz, J" uniqKey="Dewitz J">J Dewitz</name>
</author>
<author><name sortKey="Fry, J" uniqKey="Fry J">J Fry</name>
</author>
<author><name sortKey="Coan, M" uniqKey="Coan M">M Coan</name>
</author>
<author><name sortKey="Hossain, N" uniqKey="Hossain N">N Hossain</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Gesch, D" uniqKey="Gesch D">D Gesch</name>
</author>
<author><name sortKey="Oimoen, M" uniqKey="Oimoen M">M Oimoen</name>
</author>
<author><name sortKey="Greenlee, S" uniqKey="Greenlee S">S Greenlee</name>
</author>
<author><name sortKey="Nelson, C" uniqKey="Nelson C">C Nelson</name>
</author>
<author><name sortKey="Steuck, M" uniqKey="Steuck M">M Steuck</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Hijmans, Rj" uniqKey="Hijmans R">RJ Hijmans</name>
</author>
<author><name sortKey="Cameron, Se" uniqKey="Cameron S">SE Cameron</name>
</author>
<author><name sortKey="Parra, Jl" uniqKey="Parra J">JL Parra</name>
</author>
<author><name sortKey="Jones, Pg" uniqKey="Jones P">PG Jones</name>
</author>
<author><name sortKey="Jarvis, A" uniqKey="Jarvis A">A Jarvis</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Burnham, Kp" uniqKey="Burnham K">KP Burnham</name>
</author>
<author><name sortKey="David, R" uniqKey="David R">R David</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Dellasala, Da" uniqKey="Dellasala D">DA DellaSala</name>
</author>
<author><name sortKey="Staus, Nl" uniqKey="Staus N">NL Staus</name>
</author>
<author><name sortKey="Strittholt, Jr" uniqKey="Strittholt J">JR Strittholt</name>
</author>
<author><name sortKey="Hackman, A" uniqKey="Hackman A">A Hackman</name>
</author>
<author><name sortKey="Iacobelli, A" uniqKey="Iacobelli A">A Iacobelli</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Vose, D" uniqKey="Vose D">D Vose</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Edwards, Kl" uniqKey="Edwards K">KL Edwards</name>
</author>
<author><name sortKey="Tanton, R" uniqKey="Tanton R">R Tanton</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Chung, Ca" uniqKey="Chung C">CA Chung</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Franklin, J" uniqKey="Franklin J">J Franklin</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Barthelemy, J" uniqKey="Barthelemy J">J Barthelemy</name>
</author>
<author><name sortKey="Toint, Pl" uniqKey="Toint P">PL Toint</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Hosmer, Dw" uniqKey="Hosmer D">DW Hosmer</name>
</author>
<author><name sortKey="Lemeshow, S" uniqKey="Lemeshow S">S Lemeshow</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Manly, Bfj" uniqKey="Manly B">BFJ Manly</name>
</author>
<author><name sortKey="Mcdonald, Ll" uniqKey="Mcdonald L">LL McDonald</name>
</author>
<author><name sortKey="Thomas, Dl" uniqKey="Thomas D">DL Thomas</name>
</author>
<author><name sortKey="Mcdonald, Tl" uniqKey="Mcdonald T">TL McDonald</name>
</author>
<author><name sortKey="Erickson, Wp" uniqKey="Erickson W">WP Erickson</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Mackenzie, Di" uniqKey="Mackenzie D">DI MacKenzie</name>
</author>
<author><name sortKey="Nichols, Jd" uniqKey="Nichols J">JD Nichols</name>
</author>
<author><name sortKey="Royale, Ja" uniqKey="Royale J">JA Royale</name>
</author>
<author><name sortKey="Pollock, Kh" uniqKey="Pollock K">KH Pollock</name>
</author>
<author><name sortKey="Bailey, Ll" uniqKey="Bailey L">LL Bailey</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Conner, Lm" uniqKey="Conner L">LM Conner</name>
</author>
<author><name sortKey="Smith, Md" uniqKey="Smith M">MD Smith</name>
</author>
<author><name sortKey="Burger, Lw" uniqKey="Burger L">LW Burger</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Tildesley, Mj" uniqKey="Tildesley M">MJ Tildesley</name>
</author>
<author><name sortKey="Ryan, Sj" uniqKey="Ryan S">SJ Ryan</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Gargiulo, F" uniqKey="Gargiulo F">F Gargiulo</name>
</author>
<author><name sortKey="Ternes, S" uniqKey="Ternes S">S Ternes</name>
</author>
<author><name sortKey="Huet, S" uniqKey="Huet S">S Huet</name>
</author>
<author><name sortKey="Deffuant, G" uniqKey="Deffuant G">G Deffuant</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Ma, W" uniqKey="Ma W">W Ma</name>
</author>
<author><name sortKey="Kahn, Re" uniqKey="Kahn R">RE Kahn</name>
</author>
<author><name sortKey="Richt, Ja" uniqKey="Richt J">JA Richt</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Smith, Gjd" uniqKey="Smith G">GJD Smith</name>
</author>
<author><name sortKey="Vijaykrishna, D" uniqKey="Vijaykrishna D">D Vijaykrishna</name>
</author>
<author><name sortKey="Bahl, J" uniqKey="Bahl J">J Bahl</name>
</author>
<author><name sortKey="Lycett, Sj" uniqKey="Lycett S">SJ Lycett</name>
</author>
<author><name sortKey="Worobey, M" uniqKey="Worobey M">M Worobey</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Branswell, H" uniqKey="Branswell H">H Branswell</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Neumann, G" uniqKey="Neumann G">G Neumann</name>
</author>
<author><name sortKey="Noda, T" uniqKey="Noda T">T Noda</name>
</author>
<author><name sortKey="Kawaoka, Y" uniqKey="Kawaoka Y">Y Kawaoka</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Branswell, H" uniqKey="Branswell H">H Branswell</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Lanzas, C" uniqKey="Lanzas C">C Lanzas</name>
</author>
<author><name sortKey="Ayscue, P" uniqKey="Ayscue P">P Ayscue</name>
</author>
<author><name sortKey="Ivanek, R" uniqKey="Ivanek R">R Ivanek</name>
</author>
<author><name sortKey="Grohn, Yt" uniqKey="Grohn Y">YT Grohn</name>
</author>
</analytic>
</biblStruct>
</listBibl>
</div1>
</back>
</TEI>
</record>
Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Wicri/Agronomie/explor/SisAgriV1/Data/Main/Merge
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000105 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Merge/biblio.hfd -nk 000105 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien |wiki= Wicri/Agronomie |area= SisAgriV1 |flux= Main |étape= Merge |type= RBID |clé= PMC:4646625 |texte= Simulating the Distribution of Individual Livestock Farms and Their Populations in the United States: An Example Using Domestic Swine (Sus scrofa domesticus) Farms }}
Pour générer des pages wiki
HfdIndexSelect -h $EXPLOR_AREA/Data/Main/Merge/RBID.i -Sk "pubmed:26571497" \ | HfdSelect -Kh $EXPLOR_AREA/Data/Main/Merge/biblio.hfd \ | NlmPubMed2Wicri -a SisAgriV1
![]() | This area was generated with Dilib version V0.6.28. | ![]() |