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Methods for assessment of short-term coral reef fish movements within an acoustic array

机译:评估声阵列内短期珊瑚礁鱼​​运动的方法

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BackgroundArrays of passive receivers are a widely used tool for tracking the movements of acoustically-tagged fish in marine ecosystems; however, the spatial and temporal heterogeneity of coral reef environments pose challenges for the interpretation of tag detection data. To improve this situation for reef fishes, we introduced a novel response variable method that treats signal detections as proportions (i.e., percent transmissions detected or “detection rates”) and compared this against prior approaches to examine the influence of array and transmitter performance, signal distance and environmental factors on detection rates. We applied this method to tagged snappers and groupers in the Florida reef ecosystem and controlled range-tests on static targets in Bayboro Harbor, Florida, to provide methodological guidance for the planning and evaluation of passive array studies for coral reef fishes. ResultsLogistic regression analysis indicated detection rates were primarily a non-linear function of tag distance from receiver. A ‘model-weighted’ function was developed to incorporate the non-linear relationship between detection rate and distance to provide robust positioning estimates and allow for easy extension to tags with different ping rates. ConclusionsOptimal acoustic array design requires balancing the interplay between receiver spacing, detection rates, and positioning error. Spacing receivers at twice the distance of the modeled 50% detection rate may be appropriate when quantification of overall space use is a priority, and would provide a minimum of 75% detection rate. However, for research where missing detections within the array is unacceptable or time-at-arrival based fine-scale positioning is needed, tighter receiver spacing may be required to maintain signal detection probability near 100%.
机译:背景技术无源接收器阵列是一种广泛使用的工具,用于跟踪带有声标签的鱼在海洋生态系统中的运动。然而,珊瑚礁环境的时空异质性给标签检测数据的解释提出了挑战。为了改善礁鱼的这种状况,我们引入了一种新颖的响应变量方法,该方法将信号检测视为比例(即,检测到的透射百分比或“检测率”),并将其与先前的方法进行比较,以检查阵列和发射器性能,信号的影响。距离和环境因素对检出率的影响。我们将此方法应用于佛罗里达珊瑚礁生态系统中标记的鲷鱼和石斑鱼,并在佛罗里达州贝伯罗港对静态目标进行了受控范围测试,为规划和评估珊瑚礁鱼类的被动阵列研究提供了方法学指导。结果Logistic回归分析表明,检出率主要是标签与接收器距离的非线性函数。开发了“模型加权”功能,以合并检测率和距离之间的非线性关系,以提供可靠的定位估计,并允许轻松扩展到具有不同ping率的标签。结论最佳的声学阵列设计需要平衡接收器间距,检测率和定位误差之间的相互作用。当优先考虑整体空间使用的量化时,将接收器的距离设为模拟的50%检测率两倍的距离可能是合适的,并且将提供至少75%的检测率。但是,对于无法接受阵列中丢失检测或需要基于到达时间的精细定位的研究,可能需要更紧密的接收器间距以将信号检测概率保持在100%附近。

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