Data

Feral pig habitat in northern Australia - dry season scenario

data.gov.au
Commonwealth Scientific and Industrial Research Organisation (CSIRO) (Owned by)
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ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rfr_id=info%3Asid%2FANDS&rft_id=http://data.gov.au/data/dataset/5c49cb00-0b76-44e3-a211-7cc2b38a7c7b&rft.title=Feral pig habitat in northern Australia - dry season scenario&rft.identifier=feral-pig-habitat-northaus-dry-season&rft.publisher=data.gov.au&rft.description=feral-pig-habitat-NAUS-dry-season.zip - The .ZIP file contains a georeferenced compressed .TIFF file, a metadata .XML file, and an ESRI ArcGIS .LYR file visualizing an appropriate classification scheme.feral-pig-habitat-naus.sld - SLD styling fileFeral pig habitat in northern Australia - dry season scenario - Preview this Dataset (WMS) - View the data in this dataset online via an online mapFeral pig habitat in northern Australia - dry season scenario Web Feature Service API Link - WFS API Link for use in Desktop GIS toolsThis dataset describes habitat suitability for feral pig breeding and persistence in northern Australia during the dry season. It is the result of a spatially-explicit, resource-based and regional-scale habitat model that integrated expert knowledge on feral pig breeding requirements and home range movements as well as seasonal variability in environmental conditions.\r\n\r\nThe modelled habitat suitability index (HSI) can theoretically range between 0 and 100, with higher values indicating better habitat quality for feral pig breeding. Due to modelling methods and assumptions, HSI values in this dataset effectively range between 11 and 81. They can be broadly classified as follows: HSI ≥ 60 = highly suitable habitat; HSI ≥ 40 = moderately suitable habitat; HSI < 40 = unsuitable habitat.\r\n\r\nPredicted habitat suitability should not be confused with actual feral pig occurrence. Individuals may be sighted at any time in unsuitable breeding habitat. Conversely, suitable breeding habitat may remain unoccupied. While there is a link between habitat suitability and population density, this may not always be straightforward (i.e. comparable habitat may carry vastly different actual or potential densities depending on the nature and quality of available resources).\r\n\r\nFeral pig habitat suitability in northern Australia was modelled for two seasonal scenarios. The dry season scenario captured unfavourable conditions during the late dry season, when resources required by feral pigs are generally scarce and scattered across the region. It was developed using spatial proxies averaged across two months (October/November) over five years (2010 to 2014). Seasonal model results were validated against four independent distributional data sets.\r\n\r\nUnderlying model parameters were elicited from experts. This dataset represents results from an expert-averaged model run. The model contained a variable Disturbance stress for which no spatial proxies were available. In this dataset, we assumed a uniformly “high” intensity and frequency of control activities, which likely overestimated disturbance and may undervalue habitat suitability in situations where there is actually little management.\r\n\r\nA detailed description of modelling methods and assumptions is provided in Froese et al. 2017 (https://doi.org/10.1371/journal.pone.0177018).&rft.creator=Commonwealth Scientific and Industrial Research Organisation (CSIRO)&rft.date=2023&rft.coverage=POLYGON ((118.77 -25.42, 118.77 -8.33, 151.46 -8.33, 151.46 -25.42, 118.77 -25.42))&rft.coverage=151.122622,-25.371968&rft_rights=Creative Commons Attribution 3.0 Australia http://creativecommons.org/licenses/by/3.0/au/&rft_subject=CSIRO Biosecurity&rft_subject=ECOLOGY Habitat_Mapping&rft_subject=Environment&rft_subject=Invasive Species Ecology&rft_subject=Landscape Ecology&rft_subject=feral pig&rft_subject=invasive species&rft_subject=northern Australia&rft_subject=seasonal conditions&rft_subject=species distribution&rft.type=dataset&rft.language=English Access the data

Licence & Rights:

Open Licence view details
CC-BY

Creative Commons Attribution 3.0 Australia
http://creativecommons.org/licenses/by/3.0/au/

Brief description

This dataset describes habitat suitability for feral pig breeding and persistence in northern Australia during the dry season. It is the result of a spatially-explicit, resource-based and regional-scale habitat model that integrated expert knowledge on feral pig breeding requirements and home range movements as well as seasonal variability in environmental conditions.

The modelled habitat suitability index (HSI) can theoretically range between 0 and 100, with higher values indicating better habitat quality for feral pig breeding. Due to modelling methods and assumptions, HSI values in this dataset effectively range between 11 and 81. They can be broadly classified as follows: HSI ≥ 60 = highly suitable habitat; HSI ≥ 40 = moderately suitable habitat; HSI < 40 = unsuitable habitat.

Predicted habitat suitability should not be confused with actual feral pig occurrence. Individuals may be sighted at any time in unsuitable breeding habitat. Conversely, suitable breeding habitat may remain unoccupied. While there is a link between habitat suitability and population density, this may not always be straightforward (i.e. comparable habitat may carry vastly different actual or potential densities depending on the nature and quality of available resources).

Feral pig habitat suitability in northern Australia was modelled for two seasonal scenarios. The dry season scenario captured unfavourable conditions during the late dry season, when resources required by feral pigs are generally scarce and scattered across the region. It was developed using spatial proxies averaged across two months (October/November) over five years (2010 to 2014). Seasonal model results were validated against four independent distributional data sets.

Underlying model parameters were elicited from experts. This dataset represents results from an expert-averaged model run. The model contained a variable "Disturbance stress" for which no spatial proxies were available. In this dataset, we assumed a uniformly “high” intensity and frequency of control activities, which likely overestimated disturbance and may undervalue habitat suitability in situations where there is actually little management.

A detailed description of modelling methods and assumptions is provided in Froese et al. 2017 (https://doi.org/10.1371/journal.pone.0177018).

Full description

feral-pig-habitat-NAUS-dry-season.zip - The .ZIP file contains a georeferenced compressed .TIFF file, a metadata .XML file, and an ESRI ArcGIS .LYR file visualizing an appropriate classification scheme.
feral-pig-habitat-naus.sld - SLD styling file
Feral pig habitat in northern Australia - dry season scenario - Preview this Dataset (WMS) - View the data in this dataset online via an online map
Feral pig habitat in northern Australia - dry season scenario Web Feature Service API Link - WFS API Link for use in Desktop GIS tools

This dataset is part of a larger collection

Click to explore relationships graph

151.12262,-25.37197

151.122622,-25.371968

text: POLYGON ((118.77 -25.42, 118.77 -8.33, 151.46 -8.33, 151.46 -25.42, 118.77 -25.42))

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