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采用贝叶斯分析方法对马来西亚沙捞越巴当艾-兰加克-恩蒂毛景观大范围内的婆罗洲猩猩进行种群估计。

Population estimates of Bornean orang-utans using Bayesian analysis at the greater Batang Ai-Lanjak-Entimau landscape in Sarawak, Malaysia.

机构信息

Wildlife Conservation Society (WCS)-Malaysia Programme, No. 7 Jalan Ridgeway, 93200, Kuching, Sarawak, Malaysia.

School of Biological Sciences, The University of Adelaide, South Australia, 5005, Australia.

出版信息

Sci Rep. 2018 Oct 23;8(1):15672. doi: 10.1038/s41598-018-33872-3.

Abstract

The integration of Bayesian analysis into existing great ape survey methods could be used to generate precise and reliable population estimates of Bornean orang-utans. We used the Marked Nest Count (MNC) method to count new orang-utan nests at seven previously undocumented study sites in Sarawak, Malaysia. Our survey teams marked new nests on the first survey and revisited the plots on two more occasions; after about 21 and 42 days respectively. We used the N-mixture models to integrate suitability, abundance and detection models which account for zero inflation and imperfect detection for the analysis. The result was a combined estimate of 355 orang-utans with the 95% highest density interval (HDI) of 135 to 602 individuals. We visually inspected the posterior distributions of our parameters and compared precisions between study sites. We subsequently assess the strength or reliability of the generated estimates using identifiability tests. Only three out of the seven estimates had <35% overlap to indicate strong reliability. We discussed the limitations and advantages of our study design, and made recommendations to improve the sampling scheme. Over the course of this research, two of the study sites were gazetted as extensions to the Lanjak-Entimau Wildlife Sanctuary for orang-utan conservation.

摘要

将贝叶斯分析整合到现有的大型类人猿调查方法中,可以用来生成对婆罗洲猩猩的精确和可靠的种群估计。我们使用标记巢计数(MNC)方法在马来西亚沙捞越的七个以前未记录的研究地点计算新的猩猩巢穴。我们的调查小组在第一次调查时标记了新的巢穴,并在另外两次访问了这些地点;分别是大约 21 天和 42 天后。我们使用 N 混合模型整合了适合度、丰度和检测模型,这些模型考虑了零膨胀和不完全检测的情况。结果是对 355 只猩猩的综合估计,95%最高密度区间(HDI)为 135 到 602 只。我们对参数的后验分布进行了目视检查,并比较了各研究地点之间的精度。然后,我们使用可识别性测试评估生成估计值的强度或可靠性。只有七个估计值中的三个重叠度<35%,表明可靠性很强。我们讨论了我们的研究设计的局限性和优势,并提出了改进抽样方案的建议。在这项研究的过程中,两个研究地点被划定为兰贾克-恩蒂毛野生动物保护区的延伸,用于保护猩猩。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/89ae/6199283/caae9d5ceabd/41598_2018_33872_Fig1_HTML.jpg

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