de la Fuente Alejandro, Briscoe Natalie J, Kearney Michael R, Williams Stephen E, Youngentob Kara N, Marsh Karen J, Cernusak Lucas A, Leahy Lily, Larson Johan, Krockenberger Andrew K
College of Science and Engineering, James Cook University, Cairns, Queensland, Australia.
School of Agriculture, Food and Ecosystem Science, The University of Melbourne, Melbourne, Victoria, Australia.
Glob Chang Biol. 2025 May;31(5):e70215. doi: 10.1111/gcb.70215.
Climate change is a major driver of global biodiversity loss, yet the precise mechanisms linking climate change to population declines remain poorly understood. We developed a novel, broadly applicable framework that integrates biophysical, nutritional, and population modeling to capture fundamental physiological constraints on mammalian herbivores and applied it to investigate the causes of declines in ringtail possums of the Australian Wet Tropics (Pseudochirops archeri and Hemibelideus lemuroides). Our approach bridges the gap between mechanistic ("bottom-up") models, which simulate species' responses based solely on their traits and local microclimates, and the more common ("top-down") statistical models, which infer species' responses from occurrence or abundance data and standard environmental variables. We quantified population dynamics over a 30-year period by generating species-specific estimates of temperature and water stress, foraging limitations, and linking these with annual monitoring and nutritional quality within an open population model. Our findings demonstrate that climate change has impacted populations through physiological stress, but in a species-specific manner. Both species have experienced population collapses at lower elevations and in low-nutritional sites. For P. archeri, we found evidence that population changes were driven by reduced survival due to overheating and dehydration, alongside diminished recruitment from limited foraging. In contrast, our model suggests that H. lemuroides populations were primarily affected by foraging constraints, emphasizing the importance of considering climate-driven limitations on foraging activity in addition to direct physiological stress. These mechanistic insights offer a foundation for targeted conservation strategies to mitigate the impacts of climate pressures on wild populations.
气候变化是全球生物多样性丧失的主要驱动因素,然而,将气候变化与种群数量下降联系起来的精确机制仍鲜为人知。我们开发了一个新颖且广泛适用的框架,该框架整合了生物物理、营养和种群建模,以捕捉哺乳动物食草动物面临的基本生理限制,并将其应用于调查澳大利亚湿热带地区袋貂(Pseudochirops archeri和Hemibelideus lemuroides)数量下降的原因。我们的方法弥合了机械性(“自下而上”)模型与更常见的(“自上而下”)统计模型之间的差距,前者仅根据物种特征和当地小气候来模拟物种反应,后者则从物种出现或丰度数据以及标准环境变量推断物种反应。我们通过生成特定物种的温度和水分胁迫估计值、觅食限制,并将这些与开放种群模型中的年度监测和营养质量联系起来,量化了30年间的种群动态。我们的研究结果表明,气候变化通过生理胁迫影响种群,但方式因物种而异。这两个物种在低海拔和低营养地区都经历了种群崩溃。对于P. archeri,我们发现有证据表明种群变化是由过热和脱水导致的存活率下降以及觅食受限导致的补充率降低所驱动。相比之下,我们的模型表明H. lemuroides种群主要受觅食限制影响,这强调了除直接生理胁迫外,考虑气候驱动的觅食活动限制的重要性。这些机制性见解为有针对性的保护策略奠定了基础,以减轻气候压力对野生种群的影响。