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Estimating Historical Eastern North Pacific Blue Whale Catches Using Spatial Calling Patterns

机译:利用空间呼唤模式估算北太平洋历史东部蓝鲸的捕捞量

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摘要

Blue whales (Balaenoptera musculus) were exploited extensively around the world and remain endangered. In the North Pacific their population structure is unclear and current status unknown, with the exception of a well-studied eastern North Pacific (ENP) population. Despite existing abundance estimates for the ENP population, it is difficult to estimate pre-exploitation abundance levels and gauge their recovery because historical catches of the ENP population are difficult to separate from catches of other populations in the North Pacific. We collated previously unreported Soviet catches and combined these with known catches to form the most current estimates of North Pacific blue whale catches. We split these conflated catches using recorded acoustic calls from throughout the North Pacific, the knowledge that the ENP population produces a different call than blue whales in the western North Pacific (WNP). The catches were split by estimating spatiotemporal occurrence of blue whales with generalized additive models fitted to acoustic call patterns, which predict the probability a catch belonged to the ENP population based on the proportion of calls of each population recorded by latitude, longitude, and month. When applied to the conflated historical catches, which totaled 9,773, we estimate that ENP blue whale catches totaled 3,411 (95% range 2,593 to 4,114) from 1905–1971, and amounted to 35% (95% range 27% to 42%) of all catches in the North Pacific. Thus most catches in the North Pacific were for WNP blue whales, totaling 6,362 (95% range 5,659 to 7,180). The uncertainty in the acoustic data influence the results substantially more than uncertainty in catch locations and dates, but the results are fairly insensitive to the ecological assumptions made in the analysis. The results of this study provide information for future studies investigating the recovery of these populations and the impact of continuing and future sources of anthropogenic mortality.
机译:蓝鲸(Balaenoptera musculus)在世界范围内得到了广泛的利用,并且仍然处于危险之中。在北太平洋,除了经过充分研究的东部北太平洋(ENP)人口以外,它们的人口结构还不清楚,目前状况未知。尽管对ENP种群的现有丰度已有估计,但难以估计开采前的丰度水平并评估其恢复程度,因为ENP种群的历史捕获量很难与北太平洋其他种群的捕获量区分开。我们整理了以前未报告的苏联渔获量,并将其与已知渔获量结合起来,以形成对北太平洋蓝鲸渔获量的最新估计。我们使用记录下来的整个北太平洋地区的原声电话将这些混杂的渔获物分开,这是因为ENP种群产生的电话不同于北太平洋西部(WNP)的蓝鲸。捕获量通过使用适合于声音呼叫模式的广义加性模型估计蓝鲸的时空分布来进行划分,该模型可根据纬度,经度和月份记录的每个种群的呼叫量比例,预测捕获量属于ENP种群的概率。当将其应用于混杂的历史捕捞量(总计9,773)时,我们估计ENP蓝鲸捕捞量在1905–1971年间总计为3,411(95%范围从2,593到4,114),占总数的35%(95%范围从27%到42%)。全部捕获在北太平洋。因此,北太平洋的大部分捕捞活动是WNP蓝鲸,总数为6,362(95%范围为5,659至7,180)。声学数据的不确定性对结果的影响远大于渔获物位置和日期的不确定性,但结果对分析中做出的生态假设相当不敏感。这项研究的结果为将来的研究提供了信息,这些研究调查了这些人群的恢复情况以及持续和未来人为死亡率来源的影响。

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