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替代数据在种群生存力分析中的应用:以加州海狮为例

The Use of Surrogate Data in Demographic Population Viability Analysis: A Case Study of California Sea Lions.

作者信息

Hernández-Camacho Claudia J, Bakker Victoria J, Aurioles-Gamboa David, Laake Jeff, Gerber Leah R

机构信息

School of Life Sciences, Arizona State University, Tempe, Arizona, United States of America.

Department of Ecology, Montana State University, Bozeman, Montana, United States of America.

出版信息

PLoS One. 2015 Sep 28;10(9):e0139158. doi: 10.1371/journal.pone.0139158. eCollection 2015.

DOI:10.1371/journal.pone.0139158
PMID:26413746
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4587556/
Abstract

Reliable data necessary to parameterize population models are seldom available for imperiled species. As an alternative, data from populations of the same species or from ecologically similar species have been used to construct models. In this study, we evaluated the use of demographic data collected at one California sea lion colony (Los Islotes) to predict the population dynamics of the same species from two other colonies (San Jorge and Granito) in the Gulf of California, Mexico, for which demographic data are lacking. To do so, we developed a stochastic demographic age-structured matrix model and conducted a population viability analysis for each colony. For the Los Islotes colony we used site-specific pup, juvenile, and adult survival probabilities, as well as birth rates for older females. For the other colonies, we used site-specific pup and juvenile survival probabilities, but used surrogate data from Los Islotes for adult survival probabilities and birth rates. We assessed these models by comparing simulated retrospective population trajectories to observed population trends based on count data. The projected population trajectories approximated the observed trends when surrogate data were used for one colony but failed to match for a second colony. Our results indicate that species-specific and even region-specific surrogate data may lead to erroneous conservation decisions. These results highlight the importance of using population-specific demographic data in assessing extinction risk. When vital rates are not available and immediate management actions must be taken, in particular for imperiled species, we recommend the use of surrogate data only when the populations appear to have similar population trends.

摘要

对于濒危物种而言,用于参数化种群模型的可靠数据很少能获取到。作为一种替代方法,来自同一物种或生态相似物种种群的数据已被用于构建模型。在本研究中,我们评估了利用在加利福尼亚海狮的一个繁殖地(洛斯伊斯洛特斯岛)收集的种群统计学数据,来预测墨西哥加利福尼亚湾另外两个繁殖地(圣豪尔赫岛和格拉尼托岛)同一物种的种群动态,而这两个繁殖地缺乏种群统计学数据。为此,我们开发了一个随机的种群统计学年龄结构矩阵模型,并对每个繁殖地进行了种群生存力分析。对于洛斯伊斯洛特斯岛繁殖地,我们使用了特定地点的幼崽、幼年和成年个体的存活概率,以及老年雌性的出生率。对于其他繁殖地,我们使用了特定地点的幼崽和幼年个体的存活概率,但成年个体的存活概率和出生率则使用来自洛斯伊斯洛特斯岛的替代数据。我们通过将模拟的回顾性种群轨迹与基于计数数据的观察到的种群趋势进行比较,来评估这些模型。当对一个繁殖地使用替代数据时,预测的种群轨迹接近观察到的趋势,但对另一个繁殖地则不匹配。我们的结果表明,物种特异性甚至区域特异性的替代数据可能会导致错误的保护决策。这些结果凸显了在评估灭绝风险时使用特定种群的种群统计学数据的重要性。当关键比率不可获取且必须立即采取管理行动时,特别是对于濒危物种,我们建议仅在种群似乎具有相似的种群趋势时才使用替代数据。

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本文引用的文献

1
Precision of Population Viability Analysis.种群生存力分析的精度
Conserv Biol. 2002 Feb;16(1):258-261. doi: 10.1046/j.1523-1739.2002.00553.x.
2
Population-specific vital rate contributions influence management of an endangered ungulate.特定种群关键生命参数的贡献影响濒危有蹄类动物的管理。
Ecol Appl. 2010 Sep;20(6):1753-65. doi: 10.1890/09-1107.1.
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An assessment of integrated population models: bias, accuracy, and violation of the assumption of independence.综合人口模型评估:偏差、准确性和独立性假设违反。
Ecology. 2010 Jan;91(1):7-14. doi: 10.1890/08-2235.1.
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A slow life in hell or a fast life in heaven: demographic analyses of contrasting roe deer populations.地狱中的慢生活还是天堂中的快生活:对比狍种群的人口统计学分析。
J Anim Ecol. 2009 May;78(3):585-94. doi: 10.1111/j.1365-2656.2009.01523.x.
5
Isolation by distance among California sea lion populations in Mexico: redefining management stocks.墨西哥加利福尼亚海狮种群的距离隔离:重新定义管理种群。
Mol Ecol. 2009 Mar;18(6):1088-99. doi: 10.1111/j.1365-294X.2009.04093.x. Epub 2008 Feb 17.
6
A noninvasive demographic assessment of sea lions based on stage-specific abundances.基于特定阶段丰度的海狮非侵入性种群评估。
Ecol Appl. 2008 Jul;18(5):1287-96. doi: 10.1890/07-0892.1.
7
Estimating sustainable bycatch rates for California sea lion populations in the Gulf of California.估算加利福尼亚湾加利福尼亚海狮种群的可持续兼捕率。
Conserv Biol. 2008 Jun;22(3):701-10. doi: 10.1111/j.1523-1739.2008.00919.x. Epub 2008 Apr 10.
8
Predictive accuracy of population viability analysis in conservation biology.保护生物学中种群生存力分析的预测准确性。
Nature. 2000 Mar 23;404(6776):385-7. doi: 10.1038/35006050.