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Polar Bears from Space: Assessing Satellite Imagery as a Tool to Track Arctic Wildlife

机译:太空中的北极熊:评估卫星图像作为追踪北极野生生物的工具

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摘要

Development of efficient techniques for monitoring wildlife is a priority in the Arctic, where the impacts of climate change are acute and remoteness and logistical constraints hinder access. We evaluated high resolution satellite imagery as a tool to track the distribution and abundance of polar bears. We examined satellite images of a small island in Foxe Basin, Canada, occupied by a high density of bears during the summer ice-free season. Bears were distinguished from other light-colored spots by comparing images collected on different dates. A sample of ground-truthed points demonstrated that we accurately classified bears. Independent observers reviewed images and a population estimate was obtained using mark–recapture models. This estimate (: 94; 95% Confidence Interval: 92–105) was remarkably similar to an abundance estimate derived from a line transect aerial survey conducted a few days earlier (: 102; 95% CI: 69–152). Our findings suggest that satellite imagery is a promising tool for monitoring polar bears on land, with implications for use with other Arctic wildlife. Large scale applications may require development of automated detection processes to expedite review and analysis. Future research should assess the utility of multi-spectral imagery and examine sites with different environmental characteristics.
机译:在北极,开发一种有效的野生动植物监测技术是当务之急,因为气候变化的影响十分严峻,而偏远地区和后勤方面的限制阻碍了人们的进入。我们评估了高分辨率卫星影像,作为追踪北极熊分布和丰度的工具。我们检查了加拿大福克斯盆地一个小岛的卫星图像,该岛在夏季无冰季节被高密度的熊占据。通过比较在不同日期收集的图像,将熊与其他浅色斑点区分开。实地考察的样本表明我们对熊进行了准确分类。独立的观察者查看了图像,并使用了标记捕获模型获得了种群估计。该估计值(:94; 95%置信区间:92–105)与几天前进行的线样断面航空测量得出的丰度估计值非常相似(:102; 95%CI:69–152)。我们的发现表明,卫星图像是监测陆地北极熊的有前途的工具,对于与其他北极野生动物一起使用具有启示意义。大规模应用可能需要开发自动检测过程以加快检查和分析速度。未来的研究应评估多光谱图像的实用性,并检查具有不同环境特征的站点。

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