Component model iterations for inputs into a multi-scale model describing the effect of host conditions on Hendra virus shedding, eastern Australia, 2008-2019

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Environmental Information Data Centre
Last updated:
24 March 2025
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Summary

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. Full details about this dataset can be found at https://doi.org/10.5285/93bb37c6-ef86-4386-945d-c1a3d1e2683c

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Supporting information ZIP 24 March 2025 Not available
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Additional information

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Added to data.gov.uk
2025-03-21
Access contraints
If you reuse this data, you should cite: 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
Harvest GUID
93bb37c6-ef86-4386-945d-c1a3d1e2683c
Extent
Latitude: -8.836° to °
Longitude: 136.492° to 154.334°
Spatial reference system
GDA2020/SA Lambert
Dataset reference date
2025-03-03 (publication)
Frequency of update
Responsible party
(author, pointOfContact, owner, publisher, custodian); Wildlife Health Ecology Research Organization (author)
ISO 19139 resource type
dataset
Metadata language
eng
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