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利用 Fastloc GPS 估算海生鳍足类动物 ARGOS 位置的精度。

Accuracy of ARGOS locations of Pinnipeds at-sea estimated using Fastloc GPS.

机构信息

Department of Ecology and Evolutionary Biology, University of California Santa Cruz, Santa Cruz, California, United States of America.

出版信息

PLoS One. 2010 Jan 15;5(1):e8677. doi: 10.1371/journal.pone.0008677.

Abstract

BACKGROUND

ARGOS satellite telemetry is one of the most widely used methods to track the movements of free-ranging marine and terrestrial animals and is fundamental to studies of foraging ecology, migratory behavior and habitat-use. ARGOS location estimates do not include complete error estimations, and for many marine organisms, the most commonly acquired locations (Location Class 0, A, B, or Z) are provided with no declared error estimate.

METHODOLOGY/PRINCIPAL FINDINGS: We compared the accuracy of ARGOS Locations to those obtained using Fastloc GPS from the same electronic tags on five species of pinnipeds: 9 California sea lions (Zalophus californianus), 4 Galapagos sea lions (Zalophus wollebaeki), 6 Cape fur seals (Arctocephalus pusillus pusillus), 3 Australian fur seals (A. p. doriferus) and 5 northern elephant seals (Mirounga angustirostris). These species encompass a range of marine habitats (highly pelagic vs coastal), diving behaviors (mean dive durations 2-21 min) and range of latitudes (equator to temperate). A total of 7,318 ARGOS positions and 27,046 GPS positions were collected. Of these, 1,105 ARGOS positions were obtained within five minutes of a GPS position and were used for comparison. The 68(th) percentile ARGOS location errors as measured in this study were LC-3 0.49 km, LC-2 1.01 km, LC-1 1.20 km, LC-0 4.18 km, LC-A 6.19 km, LC-B 10.28 km.

CONCLUSIONS/SIGNIFICANCE: The ARGOS errors measured here are greater than those provided by ARGOS, but within the range of other studies. The error was non-normally distributed with each LC highly right-skewed. Locations of species that make short duration dives and spend extended periods on the surface (sea lions and fur seals) had less error than species like elephant seals that spend more time underwater and have shorter surface intervals. Supplemental data (S1) are provided allowing the creation of density distributions that can be used in a variety of filtering algorithms to improve the quality of ARGOS tracking data.

摘要

背景

ARGOS 卫星遥测是跟踪自由放养的海洋和陆地动物运动的最广泛使用的方法之一,是觅食生态学、迁徙行为和栖息地利用研究的基础。ARGOS 位置估计不包括完整的误差估计,对于许多海洋生物来说,最常获取的位置(位置类别 0、A、B 或 Z)没有声明的误差估计。

方法/主要发现:我们将来自相同电子标签的五只鳍足类动物的 ARGOS 位置与使用 Fastloc GPS 获得的位置进行了比较:9 只加利福尼亚海狮(Zalophus californianus)、4 只加拉帕戈斯海狮(Zalophus wollebaeki)、6 只南非海狗(Arctocephalus pusillus pusillus)、3 只澳大利亚海狗(A. p. doriferus)和 5 只北方象海豹(Mirounga angustirostris)。这些物种涵盖了一系列海洋生境(高度远洋与沿海)、潜水行为(平均潜水持续时间 2-21 分钟)和纬度范围(赤道到温带)。共收集了 7318 个 ARGOS 位置和 27046 个 GPS 位置。其中,1105 个 ARGOS 位置是在 GPS 位置的五分钟内获得的,并用于比较。本研究中测量的 ARGOS 位置误差的第 68 个百分位数为 LC-3 0.49 公里、LC-2 1.01 公里、LC-1 1.20 公里、LC-0 4.18 公里、LC-A 6.19 公里、LC-B 10.28 公里。

结论/意义:本研究中测量的 ARGOS 误差大于 ARGOS 提供的误差,但在其他研究的范围内。误差呈非正态分布,每个 LC 高度右偏。进行短时间潜水并在水面上停留较长时间的物种(海狮和海狗)的位置误差小于像象海豹那样在水下停留时间更长、表面间隔时间更短的物种。提供了补充数据(S1),可用于创建密度分布,以在各种过滤算法中使用,从而提高 ARGOS 跟踪数据的质量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d369/2806907/54a98234027d/pone.0008677.g001.jpg

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