Use of integrated population models for assessing density-dependence and juvenile survival in Northern Bobwhites (Colinus virginianus).

IF 2.4 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES PeerJ Pub Date : 2024-12-04 eCollection Date: 2024-01-01 DOI:10.7717/peerj.18625
William B Lewis, Chloé R Nater, Justin A Rectenwald, D Clay Sisson, James A Martin
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Abstract

Management of wildlife populations is most effective with a thorough understanding of the interplay among vital rates, population growth, and density-dependent feedback; however, measuring all relevant vital rates and assessing density-dependence can prove challenging. Integrated population models have been proposed as a method to address these issues, as they allow for direct modeling of density-dependent pathways and inference on parameters without direct data. We developed integrated population models from a 25-year demography dataset of Northern Bobwhites (Colinus virginianus) from southern Georgia, USA, to assess the demographic drivers of population growth rates and to estimate the strength of multiple density-dependent processes simultaneously. Furthermore, we utilize a novel approach combining breeding productivity and post-breeding abundance and age-and-sex ratio data to infer juvenile survival. Population abundance was relatively stable for the first 14 years of the study but began growing after 2012, showing that bobwhite populations may be stable or exhibit positive population growth in areas of intensive management. Variation in breeding and non-breeding survival drove changes in population growth in a few years; however, population growth rates were most affected by productivity across the entire study duration. A similar pattern was observed for density-dependence, with relatively stronger negative effects of density on productivity than on survival. Our novel modeling approach required an informative prior but was successful at updating the prior distribution for juvenile survival. Our results show that integrated population models provide an attractive and flexible method for directly modeling all relevant density-dependent processes and for combining breeding and post-breeding data to estimate juvenile survival in the absence of direct data.

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利用综合种群模型评估北山齿鹑(Colinus virginianus)的密度依赖性和幼崽存活率。
对野生动物种群的管理最有效的方法是彻底了解生命速率、种群增长和密度依赖反馈之间的相互作用;然而,测量所有相关的生命率和评估密度依赖性可能具有挑战性。综合人口模型已被提出作为解决这些问题的一种方法,因为它们允许在没有直接数据的情况下直接建模依赖密度的路径和对参数的推断。基于美国乔治亚州南部北部山齿鹑(Colinus virginianus) 25年的人口统计数据,我们建立了综合人口模型,以评估人口增长率的人口驱动因素,并同时估计多个密度依赖过程的强度。此外,我们利用一种结合繁殖生产力、繁殖后丰度和年龄性别比数据的新方法来推断幼鱼的存活率。在研究的前14年,种群丰度相对稳定,但在2012年之后开始增长,这表明在集约化管理的地区,山齿鹑种群数量可能稳定或呈现正增长。繁殖和非繁殖生存的变化在几年内推动了种群增长的变化;然而,在整个研究期间,生产力对人口增长率的影响最大。在密度依赖性方面也观察到类似的模式,密度对生产力的负面影响相对强于对存活率的负面影响。我们的新建模方法需要一个信息先验,但成功地更新了幼鱼生存的先验分布。我们的研究结果表明,综合种群模型提供了一种有吸引力且灵活的方法,可以直接建模所有相关的密度依赖过程,并将繁殖和繁殖后数据结合起来,在没有直接数据的情况下估计幼鱼的存活率。
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来源期刊
PeerJ
PeerJ MULTIDISCIPLINARY SCIENCES-
CiteScore
4.70
自引率
3.70%
发文量
1665
审稿时长
10 weeks
期刊介绍: PeerJ is an open access peer-reviewed scientific journal covering research in the biological and medical sciences. At PeerJ, authors take out a lifetime publication plan (for as little as $99) which allows them to publish articles in the journal for free, forever. PeerJ has 5 Nobel Prize Winners on the Board; they have won several industry and media awards; and they are widely recognized as being one of the most interesting recent developments in academic publishing.
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