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Estimating population density of the white-tailed deer in Finland using non-invasive genetic sampling and spatial capture-recapture

机译:使用非侵入性遗传抽样和空间捕获重新估算芬兰白尾鹿的人口密度

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摘要

The white-tailed deer is an important game species in Finland. We evaluated the potential of estimating the white-tailed deer pre-harvest density using non-invasive DNA collection within a spatial capture-recapture (SCR) framework. We sampled faeces during three weekly visits in autumn 2015 from 180,20 × 20 m plots clustered in groups of four. Individual identification was based on 12-14 microsatellites. of the 245 faecal samples collected, an individual could be identified from only 36 (15%). We identified 27 whitetailed deer individuals of which seven were recaptured. The SCR model produced a plausible density estimate (3.5 indiv. km~(-2)) which was similar to estimates based on dung count and large-scale national estimates, although a posteriori simulation showed the SCR estimate was likely positive biased. Although we found that SCR based on faecal DNA can provide pre-harvest density estimates of the white-tailed deer, the approach is not without challenges and we discuss these suggesting possible solutions.
机译:白尾鹿是芬兰的重要游戏。我们评估了在空间捕获 - 重量(SCR)框架内使用非侵入性DNA收集估计白尾鹿预收集密度的可能性。我们在2015年秋季三次每周一次访问的粪便中取样了180,20×20米的地块,以四组聚集在一起。个别识别基于12-14微卫星。在收集的245个粪便样本中,可以仅从36(15%)中鉴定一个个体。我们确定了27个白尾鹿,其中七个被重新夺回了七个。 SCR模型产生了合理的密度估计(3.5个Indiv.km〜(-2)),其类似于基于粪便计数和大规模国家估计的估计,尽管后验仿真显示SCR估计可能是积极的偏见。虽然我们发现基于粪便DNA的SCR可以提供白尾鹿的收获预收获密度估计,但该方法并非没有挑战,我们讨论了这些可能的解决方案。

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