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Lightweight GPS-Tags, One Giant Leap for Wildlife Tracking? An Assessment Approach

机译:轻巧的GPS标签,野生动物追踪的一大飞跃?评估方法

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摘要

Recent technological improvements have made possible the development of lightweight GPS-tagging devices suitable to track medium-to-small sized animals. However, current inferences concerning GPS performance are based on heavier designs, suitable only for large mammals. Lightweight GPS-units are deployed close to the ground, on species selecting micro-topographical features and with different behavioural patterns in comparison to larger mammal species. We assessed the effects of vegetation, topography, motion, and behaviour on the fix success rate for lightweight GPS-collar across a range of natural environments, and at the scale of perception of feral cats (Felis catus). Units deployed at 20 cm above the ground in sites of varied vegetation and topography showed that trees (native forest) and shrub cover had the largest influence on fix success rate (89% on average); whereas tree cover, sky availability, number of satellites and horizontal dilution of position (HDOP) were the main variables affecting location error (±39.5 m and ±27.6 m before and after filtering outlier fixes). Tests on HDOP or number of satellites-based screening methods to remove inaccurate locations achieved only a small reduction of error and discarded many accurate locations. Mobility tests were used to simulate cats' motion, revealing a slightly lower performance as compared to the fixed sites. GPS-collars deployed on 43 cats showed no difference in fix success rate by sex or season. Overall, fix success rate and location error values were within the range of previous tests carried out with collars designed for larger species. Lightweight GPS-tags are a suitable method to track medium to small size species, hence increasing the range of opportunities for spatial ecology research. However, the effects of vegetation, topography and behaviour on location error and fix success rate need to be evaluated prior to deployment, for the particular study species and their habitats.
机译:最近的技术进步使开发适合跟踪中小型动物的轻型GPS标签设备成为可能。但是,有关GPS性能的最新推论是基于较重的设计,仅适用于大型哺乳动物。轻型GPS单元部署在地面附近,在选择微观地形特征的物种上与大型哺乳动物相比具有不同的行为模式。我们评估了植被,地形,运动和行为对在一系列自然环境中以及对野猫(Felis catus)的感知程度对轻型GPS项圈的固定成功率的影响。在植被和地形变化多样的地点,离地面20厘米处部署的单位表明,树木(原生森林)和灌木覆盖对固定成功率的影响最大(平均为89%)。而树木覆盖率,天空可用性,卫星数量和位置水平稀释度(HDOP)是影响位置误差的主要变量(过滤异常点之前和之后,分别为±39.5 m和±27.6 m)。对HDOP进行测试或采用多种基于卫星的筛查方法以去除不准确的位置,只能减少少量误差,并丢弃许多准确的位置。流动性测试用于模拟猫的运动,与固定位置相比,其性能略低。部署在43只猫上的GPS项圈显示按性别或季节显示的固定成功率没有差异。总体而言,修复成功率和定位误差值在先前针对较大物种设计的项圈进行的测试范围内。轻型GPS标签是跟踪中小型物种的合适方法,因此增加了空间生态学研究的机会范围。但是,对于特定的研究物种及其栖息地,需要在部署之前评估植被,地形和行为对位置错误和修复成功率的影响。

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