U.S. Geological Survey, Alaska Science Center, Anchorage, AK, USA.
U.S. Fish and Wildlife Service, Arctic National Wildlife Refuge, Fairbanks, AK, USA.
Glob Chang Biol. 2021 Oct;27(19):4546-4563. doi: 10.1111/gcb.15682. Epub 2021 Jul 12.
Annual variation in phenology can have profound effects on the behavior of animals. As climate change advances spring phenology in ecosystems around the globe, it is becoming increasingly important to understand how animals respond to variation in the timing of seasonal events and how their responses may shift in the future. We investigated the influence of spring phenology on the behavior of migratory, barren-ground caribou (Rangifer tarandus), a species that has evolved to cope with short Arctic summers. Specifically, we examined the effect of spring snow melt and vegetation growth on the current and potential future space-use patterns of the Porcupine Caribou Herd (PCH), which exhibits large, inter-annual shifts in their calving and post-calving distributions across the U.S.-Canadian border. We quantified PCH selection for snow melt and vegetation phenology using machine learning models, determined how selection resulted in annual shifts in space-use, and then projected future distributions based on climate-driven phenology models. Caribou exhibited strong, scale-dependent selection for both snow melt and vegetation growth. During the calving season, caribou selected areas at finer scales where the snow had melted and vegetation was greening, but within broader landscapes that were still brown or snow covered. During the post-calving season, they selected vegetation with intermediate biomass expected to have high forage quality. Annual variation in spring phenology predicted major shifts in PCH space-use. In years with early spring phenology, PCH predominately used habitat in Alaska, while in years with late phenology, they spent more time in Yukon. Future climate conditions were projected to advance spring phenology, shifting PCH calving and post-calving distributions further west into Alaska. Our results demonstrate that caribou selection for habitat in specific phenological stages drive dramatic shifts in annual space-use patterns, and will likely affect future distributions, underscoring the importance of maintaining sufficient suitable habitat to allow for behavioral plasticity.
物候的年度变化会对动物的行为产生深远影响。随着全球生态系统中春季物候的变化,了解动物如何应对季节性事件时间变化以及它们的反应在未来如何变化变得越来越重要。我们研究了春季物候对迁徙的驯鹿(Rangifer tarandus)行为的影响,这种物种已经进化到可以适应北极夏季短暂的环境。具体来说,我们研究了春季雪融和植被生长对 Porcupine Caribou Herd(PCH)当前和潜在未来空间利用模式的影响,该种群在其跨越美加边境的产犊和产后分布方面表现出巨大的年度变化。我们使用机器学习模型来量化 PCH 对雪融和植被物候的选择,确定选择如何导致年度空间利用的变化,然后根据气候驱动的物候模型预测未来的分布。驯鹿对雪融和植被生长表现出强烈的、依赖尺度的选择。在产犊季节,驯鹿选择在雪融化和植被变绿的较细尺度上的区域,但在仍然是棕色或积雪覆盖的更广泛景观中。在产后季节,它们选择植被的生物量处于中间水平,预计具有较高的饲料质量。春季物候的年度变化预测了 PCH 空间利用的重大变化。在春季物候较早的年份,PCH 主要使用阿拉斯加的栖息地,而在物候较晚的年份,它们在育空地区的时间更多。未来的气候条件预计将推进春季物候,将 PCH 的产犊和产后分布进一步向西转移到阿拉斯加。我们的研究结果表明,驯鹿对特定物候阶段的栖息地选择驱动了年度空间利用模式的巨大变化,并且可能会影响未来的分布,强调了维持足够适宜栖息地以允许行为可塑性的重要性。