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Testing Paradigms of Ecosystem Change under Climate Warming in Antarctica

机译:在南极气候变暖下测试生态系统变化范例

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摘要

Antarctic marine ecosystems have undergone significant changes as a result of human activities in the past and are now responding in varied and often complicated ways to climate change impacts. Recent years have seen the emergence of large-scale mechanistic explanations–or “paradigms of change”–that attempt to synthesize our understanding of past and current changes. In many cases, these paradigms are based on observations that are spatially and temporally patchy. The West Antarctic Peninsula (WAP), one of Earth’s most rapidly changing regions, has been an area of particular research focus. A recently proposed mechanistic explanation for observed changes in the WAP region relates changes in penguin populations to variability in krill biomass and regional warming. While this scheme is attractive for its simplicity and chronology, it may not account for complex spatio-temporal processes that drive ecosystem dynamics in the region. It might also be difficult to apply to other Antarctic regions that are experiencing some, though not all, of the changes documented for the WAP. We use qualitative network models of differing levels of complexity to test paradigms of change for the WAP ecosystem. Importantly, our approach captures the emergent effects of feedback processes in complex ecological networks and provides a means to identify and incorporate uncertain linkages between network elements. Our findings highlight key areas of uncertainty in the drivers of documented trends, and suggest that a greater level of model complexity is needed in devising explanations for ecosystem change in the Southern Ocean. We suggest that our network approach to evaluating a recent and widely cited paradigm of change for the Antarctic region could be broadly applied in hypothesis testing for other regions and research fields.
机译:过去,由于人类的活动,南极海洋生态系统发生了重大变化,现在正以多种多样且通常是复杂的方式对气候变化的影响做出反应。近年来,已经出现了大规模的机械解释或“变革范式”,它们试图综合我们对过去和当前变化的理解。在许多情况下,这些范例都是基于时空斑驳的观察结果。作为地球变化最快的地区之一,西南极半岛(WAP)一直是特别关注的领域。最近提出的关于WAP地区观测到的变化的机制解释是将企鹅种群的变化与磷虾生物量的变化和区域变暖联系起来。尽管此方案因其简单性和时间顺序而吸引人,但它可能无法解决驱动该地区生态系统动态的复杂时空过程。可能还很难将其应用于经历了WAP记录的某些(尽管不是全部)变化的其他南极地区。我们使用复杂程度不同的定性网络模型来测试WAP生态系统的变化范例。重要的是,我们的方法捕获了复杂生态网络中反馈过程的新兴影响,并提供了一种方法来识别和合并网络元素之间不确定的联系。我们的发现凸显了已记录趋势的驱动因素中的关键不确定性领域,并建议在为南大洋生态系统变化的设计解释时,需要更高水平的模型复杂性。我们建议,我们用于评估南极地区最近和广泛引用的变化范式的网络方法可广泛应用于其他地区和研究领域的假设检验。

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