Marine Mammals Management, U.S. Fish and Wildlife Service, Anchorage, AK, USA.
Polar Science Center, University of Washington, Seattle, WA, USA.
Sci Rep. 2018 Nov 14;8(1):16780. doi: 10.1038/s41598-018-34824-7.
Large carnivores are imperiled globally, and characteristics making them vulnerable to extinction (e.g., low densities and expansive ranges) also make it difficult to estimate demographic parameters needed for management. Here we develop an integrated population model to analyze capture-recapture, radiotelemetry, and count data for the Chukchi Sea subpopulation of polar bears (Ursus maritimus), 2008-2016. Our model addressed several challenges in capture-recapture studies for polar bears by including a multievent structure reflecting location and life history states, while accommodating state uncertainty. Female breeding probability was 0.83 (95% credible interval [CRI] = 0.71-0.90), with litter sizes of 2.18 (95% CRI = 1.71-2.82) for age-zero and 1.61 (95% CRI = 1.46-1.80) for age-one cubs. Total adult survival was 0.90 (95% CRI = 0.86-0.92) for females and 0.89 (95% CRI = 0.83-0.93) for males. Spring on-ice densities west of Alaska were 0.0030 bears/km (95% CRI = 0.0016-0.0060), similar to 1980s-era density estimates although methodological differences complicate comparison. Abundance of the Chukchi Sea subpopulation, derived by extrapolating density from the study area using a spatially-explicit habitat metric, was 2,937 bears (95% CRI = 1,552-5,944). Our findings are consistent with other lines of evidence suggesting the Chukchi Sea subpopulation has been productive in recent years, although it is uncertain how long this will continue given sea-ice loss due to climate change.
大型食肉动物在全球范围内受到威胁,它们易灭绝的特征(如低密度和广阔的分布范围)也使得难以估计管理所需的人口统计参数。在这里,我们开发了一个综合种群模型,用于分析 2008-2016 年楚科奇海北极熊(Ursus maritimus)亚种群的捕获-再捕获、无线电遥测和计数数据。我们的模型通过包含反映位置和生活史状态的多事件结构,同时适应状态不确定性,解决了北极熊捕获-再捕获研究中的几个挑战。雌性繁殖概率为 0.83(95%置信区间[CRI] = 0.71-0.90),零岁幼崽的窝仔数为 2.18(95% CRI = 1.71-2.82),一岁幼崽的窝仔数为 1.61(95% CRI = 1.46-1.80)。雌性成年熊总存活率为 0.90(95% CRI = 0.86-0.92),雄性成年熊总存活率为 0.89(95% CRI = 0.83-0.93)。阿拉斯加以西的春季冰上密度为每公里 0.0030 只熊(95% CRI = 0.0016-0.0060),与 20 世纪 80 年代的密度估计值相似,尽管方法上的差异使得比较变得复杂。通过使用空间显式栖息地指标从研究区域推断密度来推断楚科奇海亚种群的数量,数量为 2937 只熊(95% CRI = 1552-5944)。我们的研究结果与其他证据一致,表明楚科奇海亚种群近年来一直具有繁殖力,尽管由于气候变化导致海冰减少,这种情况还能持续多久尚不确定。