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首页> 外文期刊>Ecological Modelling >Insights into processes of population decline using an integrated population model: The case of the St. Lawrence Estuary beluga (Delphinapterus leucas)
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Insights into processes of population decline using an integrated population model: The case of the St. Lawrence Estuary beluga (Delphinapterus leucas)

机译:使用综合人口模型洞悉人口下降的过程:圣劳伦斯河口白鲸(Delphinapterus leucas)

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Integrated population models combine data from several sources into a single model to allow the simultaneous estimation of demographic parameters and the prediction of population trajectories. They are especially useful when survey data alone are insufficient to estimate precise vital rates and abundance, and to understand mechanisms of population growth and decline. The St. Lawrence Estuary (SLE) beluga population was depleted by intensive hunting over the past century, and had declined to 1000 individuals or less when it was afforded protection in 1979. Despite protective measures, the SLE population has shown no signs of recovery. Low abundance estimates and high calf mortalities observed in recent years have raised concerns as to its current status. An age-structured Bayesian model was used to describe population dynamics by integrating information from two different monitoring programs. The model included information on population size and proportion of young (<2 years-old) obtained from seven photographic aerial surveys flown between 1990 and 2009, and mortalities documented annually by a carcass monitoring program maintained from 1983 to 2012. Results suggest that the population was stable or slightly increasing from the end of the 1960s until the early 2000s when it numbered approximately 1000 belugas. The population then declined to 889 individuals (95%CI 672-1167) in 2012. Although neither dataset on its own could explain this decline, the integrated model was able to shed light on the internal processes involved. Results suggest substantial changes in population dynamics and age structure, moving from a stable period (1984-1998) characterized by a 3-year calving cycle and a population composed of 7.5% newborns and 42% immature individuals, to an unstable state (1999-2012) characterized by a 2-year calving cycle, high newborn mortality and a declining proportion of newborns and immatures (respectively, 6 and 33% in 2012). Independent indices of abundance, population age structure and calf production match model predictions, thus increasing our confidence in its conclusions. The lack of recovery, high adult mortality (6%) and highly variable newborn survival further increase concerns about this population. Crown Copyright (C) 2015 Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
机译:集成的人口模型将来自多个来源的数据组合到一个模型中,以允许同时估计人口统计参数和预测人口轨迹。当仅靠调查数据不足以估计准确的生命率和丰度以及了解人口增长和下降的机制时,它们特别有用。圣劳伦斯河口(SLE)的白鲸种群在过去的一个世纪中被密集的狩猎活动消耗ple尽,并在1979年受到保护时已减少到1000人以下。尽管采取了保护措施,SLE种群仍未见恢复迹象。近年来观察到的低丰度估计和小牛死亡率很高,引起了人们对其现状的关注。使用年龄结构的贝叶斯模型通过集成来自两个不同监视程序的信息来描述人口动态。该模型包括有关人口规模和1990年至2009年间进行的7次航空摄影所获得的年轻人(<2岁)比例的信息,以及从1983年至2012年维持的cas体监测计划每年记录的死亡率。结果表明该人口从1960年代末到2000年代初,大约有1000头白鲸开始稳定或略有增加。然后,人口在2012年下降到889个人(95%CI 672-1167)。尽管没有任何数据集可以解释这种下降,但集成模型能够阐明所涉及的内部过程。结果表明,人口动态和年龄结构发生了巨大变化,从以3年产犊周期为特征的稳定时期(1984-1998)和由7.5%的新生儿和42%的未成熟个体组成的人口转变为不稳定的状态(1999-1998年)。 (2012年),其产犊周期为2年,新生儿死亡率高,新生儿和未成熟个体的比例下降(分别为2012年的6%和33%)。丰度,人口年龄结构和小牛生产的独立指标与模型预测相符,因此提高了我们对其结论的信心。缺乏康复,成人死亡率高(6%)和新生儿生存率变化很大,进一步增加了对该人群的担忧。官方版权(C)2015,由Elsevier B.V.发行,这是CC BY许可(http://creativecommons.org/licenses/by/4.0/)上的开放访问文章。

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