Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1007/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
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ISSN | 1387-3547 |
EISSN | 1573-1464 |
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 |
推荐引用方式 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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文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
Predictive modelling(2914KB) | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 浏览 |
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