PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
PREFIX skos: <http://www.w3.org/2004/02/skos/core#>
PREFIX owl: <http://www.w3.org/2002/07/owl#>
PREFIX xsd: <http://www.w3.org/2001/XMLSchema#>
PREFIX dcterms: <http://purl.org/dc/terms/>
PREFIX dcat: <http://www.w3.org/ns/dcat#>
PREFIX dcmitype: <http://purl.org/dc/dcmitype/>
PREFIX foaf: <http://xmlns.com/foaf/0.1/>
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PREFIX sosa: <http://www.w3.org/ns/sosa/>
PREFIX sdo: <https://schema.org/>
PREFIX ef: <http://www.w3.org/2015/03/inspire/ef/>
PREFIX : <https://catalogue.ceh.ac.uk/id/>
:93bb37c6-ef86-4386-945d-c1a3d1e2683c
dcterms:title "Component model iterations for inputs into a multi-scale model describing the effect of host conditions on Hendra virus shedding, eastern Australia, 2008-2019" ;
dcterms:identifier "https://catalogue.ceh.ac.uk/id/93bb37c6-ef86-4386-945d-c1a3d1e2683c","https://doi.org/10.5285/93bb37c6-ef86-4386-945d-c1a3d1e2683c" ;
dcterms:bibliographicCitation "Kramer, A.M., Faust, C.L., Castellanos, A.A., Fischhoff, I.R., Peel, A.J., Eby, P., Ruiz-Aravena, M., Borremans, B., Plowright, R.K., Han, B.A. (2025). Component model iterations for inputs into a multi-scale model describing the effect of host conditions on Hendra virus shedding, eastern Australia, 2008-2019. NERC EDS Environmental Information Data Centre. https://doi.org/10.5285/93bb37c6-ef86-4386-945d-c1a3d1e2683c" ;
dcterms:description "The data provided here are model iteration objects and rasters needed to run the multi-scale modelling process and predict how the host condition affects probability of Hendra virus shedding. The dataset contains predictions of three proxies for host conditions (including food shortage, rehabilitation admissions and formation of a new roost) across eastern Australia in 2008-2019. The Roost Species Distribution Model (SDM) has predictions of roost suitability. These are monthly, spatially explicit predictions of particular conditions or probability of roost occupations. The model objects are iterations of models that were initially trained on data held in figshare (https://figshare.com/s/ddb5a1584609b20f6596). These data objects are linked with code provided at https://github.com/hanlab-ecol/BatOneHealth to be able to run the models and analyses. This includes comparisons of virus predictions of seven different multiscale model structures to observed Hendra virus shedding in field surveys. The purpose of this study was to determine if quantifying and incorporating host condition into epidemiological models improves predictions of virus shedding in space and time. The data objects relate to the 1,000 iterations run of this process to better able to account for uncertainty." ;
dcterms:provenance [
a dcterms:ProvenanceStatement ;
rdfs:label "Each of the data objects (1,000 per component model) is related to training a component model using data sampled with replacement. These data objects are trained on field observations of host conditions (food shortage, rehabilitation admissions or formation of new roost) or locations and occupation of roost by black flying foxes (key Hendra virus host). Model parameters, predictor variables, and training are all described in the supplementary information. Each iteration only differs slightly in the training and testing data due to this resampling with replacement, allowing for slight variation in prediction among the runs."
] ;
dcterms:spatial [
a dcterms:Location ;
dcat:bbox "POLYGON((136.492 -44.335, 136.492 -8.836, 154.334 -8.836, 154.334 -44.335, 136.492 -44.335))"^^geo:wktLiteral ;
] ;
dcterms:temporal
[ a dcterms:PeriodOfTime ;
dcat:startDate "2008-01-01"^^xsd:date ;
dcat:endDate "2019-12-31"^^xsd:date ;
] ;
dcat:contactPoint
<https://orcid.org/0000-0002-8824-7424> ;
dcterms:publisher
<https://ror.org/04xw4m193> ;
dcterms:subject
"Australia",
"black flying fox",
<http://www.eionet.europa.eu/gemet/concept/8976>,
"Hendra virus",
"Pteropus" ;
prov:wasGeneratedBy
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dcterms:type dcmitype:Dataset ;
dcterms:available "2025-03-03"^^xsd:date ;
dcat:landingPage <https://catalogue.ceh.ac.uk/id/93bb37c6-ef86-4386-945d-c1a3d1e2683c>, <https://doi.org/10.5285/93bb37c6-ef86-4386-945d-c1a3d1e2683c> ;
dcterms:license <https://spdx.org/licenses/OGL-UK-3.0.ttl>
;
dcterms:accessRights <http://purl.org/coar/access_right/c_abf2> ;
dcterms:creator
<https://orcid.org/0000-0002-9031-6580>,
<https://orcid.org/0000-0002-8824-7424>,
<https://orcid.org/0000-0002-3412-0487>,
<https://orcid.org/0000-0001-6956-8284>,
<https://orcid.org/0000-0003-3538-3550>,
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<https://orcid.org/0000-0001-8463-7858>,
<https://orcid.org/0000-0002-7779-4107>,
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foaf:familyName "Faust" ;
foaf:givenName "C.L." ;
vcard:hasEmail "christina.faust@glasgow.ac.uk" ;
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.
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foaf:name "NERC EDS Environmental Information Data Centre" ;
vcard:hasEmail "info@eidc.ac.uk" ;
foaf:member <https://ror.org/04xw4m193> ;
.
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foaf:name "Kramer, A.M." ;
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.
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.
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foaf:name "Fischhoff, I.R." ;
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foaf:givenName "I.R." ;
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.
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foaf:name "Peel, A.J." ;
foaf:familyName "Peel" ;
foaf:givenName "A.J." ;
vcard:hasEmail "peby@ozemail.com.au" ;
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.
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foaf:familyName "Eby" ;
foaf:givenName "P." ;
vcard:hasEmail "a.peel@griffith.edu.au" ;
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foaf:name "Ruiz-Aravena, M." ;
foaf:familyName "Ruiz-Aravena" ;
foaf:givenName "M." ;
vcard:hasEmail "mir41@msstate.edu" ;
foaf:member <https://ror.org/05bnh6r87> ;
.
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foaf:name "Borremans, B." ;
foaf:familyName "Borremans" ;
foaf:givenName "B." ;
vcard:hasEmail "bennyborremans@wildlifehero.org" ;
foaf:member [foaf:name "Wildlife Health Ecology Research Organization"] ;
.
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foaf:name "Plowright, R.K." ;
foaf:familyName "Plowright" ;
foaf:givenName "R.K." ;
vcard:hasEmail "rkp57@cornell.edu" ;
foaf:member <https://ror.org/05bnh6r87> ;
.
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foaf:name "Han, B.A." ;
foaf:familyName "Han" ;
foaf:givenName "B.A." ;
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.
<http://www.eionet.europa.eu/gemet/concept/8976> a skos:Concept;
skos:prefLabel "virus"; rdfs:label "virus"
.
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foaf:name "Cary Institute" .
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foaf:name "University of New South Wales" .
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