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The Tracked Roaming Transect and distance sampling methods increase the efficiency of underwater visual censuses

机译:跟踪漫游样带和距离采样方法提高了水下视觉普查的效率

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摘要

Underwater visual census (UVC) is the most common approach for estimating diversity, abundance and size of reef fishes in shallow and clear waters. Abundance estimation through UVC is particularly problematic in species occurring at low densities and/or highly aggregated because of their high variability at both spatial and temporal scales. The statistical power of experiments involving UVC techniques may be increased by augmenting the number of replicates or the area surveyed. In this work we present and test the efficiency of an UVC method based on diver towed GPS, the Tracked Roaming Transect (TRT), designed to maximize transect length (and thus the surveyed area) with respect to diving time invested in monitoring, as compared to Conventional Strip Transects (CST). Additionally, we analyze the effect of increasing transect width and length on the precision of density estimates by comparing TRT vs. CST methods using different fixed widths of 6 and 20 m (FW3 and FW10, respectively) and the Distance Sampling (DS) method, in which perpendicular distance of each fish or group of fishes to the transect line is estimated by divers up to 20 m from the transect line. The TRT was 74% more time and cost efficient than the CST (all transect widths considered together) and, for a given time, the use of TRT and/or increasing the transect width increased the precision of density estimates. In addition, since with the DS method distances of fishes to the transect line have to be estimated, and not measured directly as in terrestrial environments, errors in estimations of perpendicular distances can seriously affect DS density estimations. To assess the occurrence of distance estimation errors and their dependence on the observer’s experience, a field experiment using wooden fish models was performed. We tested the precision and accuracy of density estimators based on fixed widths and the DS method. The accuracy of the estimates was measured comparing the actual total abundance with those estimated by divers using FW3, FW10, and DS estimators. Density estimates differed by 13% (range 0.1–31%) from the actual values (average = 13.09%; median = 14.16%). Based on our results we encourage the use of the Tracked Roaming Transect with Distance Sampling (TRT+DS) method for improving density estimates of species occurring at low densities and/or highly aggregated, as well as for exploratory rapid-assessment surveys in which divers could gather spatial ecological and ecosystem information on large areas during UVC.
机译:水下视觉普查(UVC)是估算浅水和清澈水域中礁鱼多样性,丰度和大小的最常用方法。通过UVC进行的丰度估计在低密度和/或高度聚集的物种中特别成问题,因为它们在空间和时间尺度上都具有很高的可变性。涉及UVC技术的实验的统计能力可以通过增加重复次数或调查面积来提高。在这项工作中,我们介绍并测试了基于潜水员拖曳GPS的UVC方法的效率,即跟踪漫游样带(TRT),该方法旨在最大程度地增加样带长度(从而扩大了被调查区域),从而节省了监测中投入的潜水时间。到传统的带状断面(CST)。此外,我们通过比较使用6和20 m(分别为FW3和FW10)不同固定宽度的TRT与CST方法以及距离采样(DS)方法来分析增加样带宽度和长度对密度估算精度的影响,其中每条鱼或一组鱼到横断线的垂直距离是由距横断线最多20 m的潜水员估计的。 TRT比CST(同时考虑所有横断面宽度)节省了74%的时间和成本,并且在给定的时间内,使用TRT和/或增加横断面宽度可以提高密度估算的精度。另外,由于必须使用DS方法估计鱼到样线的距离,而不是像在陆地环境中那样直接测量,因此垂直距离估计中的误差会严重影响DS密度估计。为了评估距离估计误差的发生及其对观察者经验的依赖性,我们使用木制鱼模型进行了野外实验。我们根据固定宽度和DS方法测试了密度估算器的精度和准确性。通过将实际总丰度与潜水员使用FW3,FW10和DS估算器估算的总丰度进行比较,来估算估算的准确性。密度估计值与实际值(平均值= 13.09%;中位数= 14.16%)相差13%(范围为0.1-31%)。根据我们的研究结果,我们鼓励使用带距离采样的跟踪漫游样带(TRT + DS)方法来改进低密度和/或高度聚集物种的密度估计,以及用于潜水员的探索性快速评估调查可以在UVC期间收集大区域的空间生态和生态系统信息。

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