Piironen Antti, Knetter Jeffrey M, Spragens Kyle A, Dooley Joshua L, Patil Vijay, Reed Eric T, Ross Megan, Gibson Daniel, Behney Adam C, Petrie Mark J, Sanders Todd A, Weegman Mitch D
Department of Biology, University of Saskatchewan, Saskatoon, Saskatchewan, Canada.
Idaho Department of Fish and Game, Boise, Idaho, USA.
Ecol Appl. 2025 Jul;35(5):e70067. doi: 10.1002/eap.70067.
Joint estimation of demographic rates and population size has become an essential tool in ecology because it enables evaluating mechanisms for population change and testing hypotheses about drivers of demography in a single modeling framework. This approach provides a comprehensive perspective on population dynamics and how animal populations will respond to global pressures in future years. However, long-term data for such analyses are often limited in quantity and quality. We developed an integrated population model combining data on demography and population size from nine different sources to understand the population ecology of the lesser snow goose (Anser caerulescens caerulescens) in the Pacific Flyway in North America from 1970 to 2022. We divided the flyway population into Wrangel Island and Western Arctic subpopulations and assessed demographic mechanisms for population change and environmental and anthropogenic drivers that influenced demography. During 1970-2022, the estimated spring population of snow geese in the Pacific Flyway increased from ~300,000 to ~2,300,000. Short-term changes in population growth rate were primarily driven by changes in productivity in the Western Arctic and productivity and immigration in Wrangel Island. Changes in hunting and natural mortality had less influence on short-term but likely contributed to the pronounced long-term population growth. Early snowmelt positively influenced per capita productivity in both regions, and warm, rainy weather during the non-breeding season was associated with high per capita productivity in the Western Arctic. In the Western Arctic, per capita productivity was negatively associated with population size, and adult natural mortality was positively associated with population size, indicating density-dependent regulation in this subpopulation. In Wrangel Island, warm weather in early fall decreased juvenile natural mortality. Our results demonstrate that per capita productivity and immigration, rather than adult survival, were the primary mechanisms of short-term population change in this long-lived species. Our results also indicate that environmental conditions and density-dependent effects can impact population dynamics more than harvest, even for a long-lived, commonly harvested species. We demonstrate that a warming climate can have multiple effects on demography, emphasizing the importance of assessing a variety of spatial and temporal factors when predicting how populations might respond to large-scale environmental changes. This emphasizes the importance of conservation plans that consider these environmental drivers, although this may complicate direct management of such populations.
人口统计学速率和种群规模的联合估计已成为生态学中的一项重要工具,因为它能够在单一建模框架内评估种群变化机制并检验有关人口统计学驱动因素的假设。这种方法为种群动态以及动物种群在未来几年将如何应对全球压力提供了全面的视角。然而,用于此类分析的长期数据在数量和质量上往往有限。我们开发了一个综合种群模型,结合了来自九个不同来源的人口统计学和种群规模数据,以了解1970年至2022年北美太平洋迁徙路线上小雪雁(Anser caerulescens caerulescens)的种群生态学。我们将迁徙路线种群分为弗兰格尔岛和西部北极亚种群,并评估了种群变化的人口统计学机制以及影响人口统计学的环境和人为驱动因素。在1970 - 2022年期间,太平洋迁徙路线上雪雁的春季估计种群数量从约30万增加到约230万。种群增长率的短期变化主要由西部北极地区的生产力变化以及弗兰格尔岛的生产力和迁入率变化驱动。狩猎和自然死亡率的变化对短期影响较小,但可能促成了显著的长期种群增长。早期融雪对两个地区的人均生产力都有积极影响,非繁殖季节温暖多雨的天气与西部北极地区的高人均生产力相关。在西部北极地区,人均生产力与种群规模呈负相关,成体自然死亡率与种群规模呈正相关,表明该亚种群存在密度依赖调节。在弗兰格尔岛,初秋温暖的天气降低了幼体自然死亡率。我们的结果表明,人均生产力和迁入率而非成体存活率是这个长寿物种短期种群变化的主要机制。我们的结果还表明,环境条件和密度依赖效应可能比收获对种群动态的影响更大,即使对于一个长寿且经常被猎捕的物种也是如此。我们证明气候变暖会对人口统计学产生多种影响,强调了在预测种群如何应对大规模环境变化时评估各种时空因素的重要性。这凸显了考虑这些环境驱动因素的保护计划的重要性,尽管这可能会使对此类种群的直接管理变得复杂。