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朝向亚洲象种群参数可靠评估的迈进:摄影空间捕获-再捕获抽样在优先洪泛区生态系统中的应用。

Towards a reliable assessment of Asian elephant population parameters: the application of photographic spatial capture-recapture sampling in a priority floodplain ecosystem.

机构信息

Wildlife Conservation Society - India, Bangalore, 560097, Karnataka, India.

Centre for Wildlife Studies, Bangalore, 560097, Karnataka, India.

出版信息

Sci Rep. 2019 Jun 12;9(1):8578. doi: 10.1038/s41598-019-44795-y.

Abstract

The hitherto difficult task of reliably estimating populations of wide-ranging megafauna has been enabled by advances in capture-recapture methodology. Here we combine photographic sampling with a Bayesian spatially-explicit capture-recapture (SCR) model to estimate population parameters for the endangered Asian elephant Elephas maximus in the productive floodplain ecosystem of Kaziranga National Park, India. Posterior density estimates of herd-living adult females and sub-adult males and females (herd-adults) was 0.68 elephants/km (95% Credible Intervals, CrI = 0.56-0.81) while that of adult males was 0.24 elephants/km (95% CrI = 0.18-0.30), with posterior density estimates highlighting spatial heterogeneity in elephant distribution. Estimates of the space-usage parameter suggested that herd-adults ([Formula: see text] = 5.91 km, 95% CrI = 5.18-6.81) moved around considerably more than adult males ([Formula: see text] = 3.64 km, 95% CrI = 3.09-4.34). Based on elephant movement and age-sex composition, we derived the population that contributed individuals sampled in Kaziranga to be 908 herd-adults, 228 adult males and 610 young (density = 0.46 young/km, SD = 0.06). Our study demonstrates how SCR is suited to estimating geographically open populations, characterising spatial heterogeneity in fine-scale density, and facilitating reliable monitoring to assess population status and dynamics for science and conservation.

摘要

迄今为止,通过捕获再捕获方法学的进步,可靠估计广泛分布的大型动物种群的艰巨任务已成为可能。在这里,我们结合相片取样和贝叶斯空间明确捕获再捕获(SCR)模型,来估计印度卡齐兰加国家公园生产力洪泛平原生态系统中濒危亚洲象 Elephas maximus 的种群参数。畜群生活的成年雌性和亚成年雄性和雌性(畜群成年个体)的种群密度估计值为 0.68 头/平方公里(95%可信区间,95% CrI=0.56-0.81),而成年雄性的种群密度估计值为 0.24 头/平方公里(95% CrI=0.18-0.30),种群密度估计值突出了大象分布的空间异质性。空间利用参数的估计表明,畜群成年个体([公式:见正文])比成年雄性([公式:见正文])的活动范围大得多。根据大象的活动和年龄性别组成,我们推断出在卡齐兰加采样的个体所代表的种群数量为 908 头畜群成年个体、228 头成年雄性和 610 头幼象(密度=0.46 头/平方公里,标准差=0.06)。我们的研究表明了 SCR 如何适用于估计地理上开放的种群,描述小尺度密度的空间异质性,并促进可靠监测,以评估种群状况和动态,为科学和保护提供依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b77d/6561924/7858ab72d976/41598_2019_44795_Fig1_HTML.jpg

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