Arid
DOI10.1007/s10530-014-0673-6
Predictive modelling to aid the regional-scale management of a vertebrate pest
Murray, Justine V.1,2; Berman, David McK.3; van Klinken, Rieks D.1,2
通讯作者Murray, Justine V.
来源期刊BIOLOGICAL INVASIONS
ISSN1387-3547
EISSN1573-1464
出版年2014
卷号16期号:11页码:2403-2425
英文摘要

Extensive resources are allocated to managing vertebrate pests, yet spatial understanding of pest threats, and how they respond to management, is limited at the regional scale where much decision-making is undertaken. We provide regional-scale spatial models and management guidance for European rabbits (Oryctolagus cuniculus) in a 260,791 km(2) region in Australia by determining habitat suitability, habitat susceptibility and the effects of the primary rabbit management options (barrier fence, shooting and baiting and warren ripping) or changing predation or disease control levels. A participatory modelling approach was used to develop a Bayesian network which captured the main drivers of suitability and spread, which in turn was linked spatially to develop high resolution risk maps. Policy-makers, rabbit managers and technical experts were responsible for defining the questions the model needed to address, and for subsequently developing and parameterising the model. Habitat suitability was determined by conditions required for warren-building and by above-ground requirements, such as food and harbour, and habitat susceptibility by the distance from current distributions, habitat suitability, and the costs of traversing habitats of different quality. At least one-third of the region had a high probability of being highly suitable (support high rabbit densities), with the model supported by validation. Habitat susceptibility was largely restricted by the current known rabbit distribution. Warren ripping was the most effective control option as warrens were considered essential for rabbit persistence. The anticipated increase in disease resistance was predicted to increase the probability of moderately suitable habitat becoming highly suitable, but not increase the at-risk area. We demonstrate that it is possible to build spatial models to guide regional-level management of vertebrate pests which use the best available knowledge and capture fine spatial-scale processes.


英文关键词European rabbit Bayesian networks Habitat suitability Susceptibility Warren ripping Predators Disease Cost-distance
类型Article
语种英语
国家Australia
收录类别SCI-E
WOS记录号WOS:000342490100013
WOS关键词RABBIT HEMORRHAGIC-DISEASE ; AUSTRALIAN ARID ZONE ; ORYCTOLAGUS-CUNICULUS ; WILD RABBIT ; BIOLOGICAL-CONTROL ; EUROPEAN RABBIT ; HABITAT HETEROGENEITY ; BAYESIAN NETWORKS ; INVASIVE PLANT ; PYGMY RABBITS
WOS类目Biodiversity Conservation ; Ecology
WOS研究方向Biodiversity & Conservation ; Environmental Sciences & Ecology
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/181097
作者单位1.CSIRO Ecosyst Sci, Water Hlth Country Flagship, Brisbane, Qld 4001, Australia;
2.CSIRO Ecosyst Sci, Biosecur Flagship, Brisbane, Qld 4001, Australia;
3.Queensland Murray Darling Comm, Toowoomba West, Qld 4350, Australia
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GB/T 7714
Murray, Justine V.,Berman, David McK.,van Klinken, Rieks D.. Predictive modelling to aid the regional-scale management of a vertebrate pest[J],2014,16(11):2403-2425.
APA Murray, Justine V.,Berman, David McK.,&van Klinken, Rieks D..(2014).Predictive modelling to aid the regional-scale management of a vertebrate pest.BIOLOGICAL INVASIONS,16(11),2403-2425.
MLA Murray, Justine V.,et al."Predictive modelling to aid the regional-scale management of a vertebrate pest".BIOLOGICAL INVASIONS 16.11(2014):2403-2425.
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