气候变化和生物多样性的全球再分配:对预期范围变化的实证支持存在巨大差异

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Madeleine A Rubenstein, Sarah R Weiskopf, Romain Bertrand, Shawn L Carter, Lise Comte, Mitchell J Eaton, Ciara G Johnson, Jonathan Lenoir, Abigail J Lynch, Brian W Miller, Toni Lyn Morelli, Mari Angel Rodriguez, Adam Terando, Laura M Thompson
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引用次数: 0

摘要

背景:最广泛预测的气候变化对生物多样性的影响包括地理范围的转移,即物种改变其空间分布以适应其气候环境。科学文献中出现了一系列常见的假说,这些假说表明,随着气候变化带来的气温升高,物种的分布将向更高纬度、更高海拔和更深处转移。然而,许多物种并没有表现出与这些预期一致的分布区转移。在此,我们评估了人为气候变化(特别是温度和降水量的变化)对物种分布范围的影响,并评估了预期的分布范围变化是否得到了大量经验证据的支持:我们进行了一项系统综述,搜索了在线数据库和英文搜索引擎。我们分两个阶段对研究进行了筛选(标题/摘要审查,然后是全文审查),以评估这些研究是否符合资格标准。数据编码、提取和研究有效性评估由一组训练有素的审稿人完成,每个条目至少由一名辅助审稿人验证。我们使用逻辑回归模型来评估转移方向是否支持常见的范围转移预期(即向更高纬度和海拔以及更深的深度转移)。我们还估算了以单位时间内的距离(即公里/十年)表示的现有范围转移数据子集的转移幅度。我们将研究层面的方法属性作为潜在的变异来源。这使我们能够回答两个问题:(1)大多数物种是否朝着我们预期的方向迁移(即每项观测都被评估为支持/不支持我们的预期);(2)范围迁移的平均速度是多少?我们发现,不到一半(46.60%)的范围转移观测记录了向更高纬度、更高海拔和更大海洋深度的转移,这表明一般范围转移预期的经验证据存在显著差异。对于研究范围转移率的子集,我们发现物种向更高纬度(平均 = 11.8 km/dec)和更高海拔(平均 = 9 m/dec)的平均转移显著,尽管我们未能发现向更大海洋深度转移的显著证据。我们发现,个别范围转移研究的方法因素对报告的转移方向和幅度有重大影响。最后,我们还发现了范围迁移在不同维度(如纬度和海拔迁移的支持率高于深度迁移)、不同参数(如纬度的前缘迁移快于后缘迁移)和不同分类群(如昆虫的纬度迁移快于植物)之间的重要差异:结论:尽管有越来越多的证据表明,物种的分布范围正在随着气候变化而发生变化,但在经验观察证实这些预期的程度上却存在着巨大差异。尽管平均而言,许多分类群的迁徙率显示它们在向更高海拔和更高纬度迁徙,但大多数物种并没有朝着预期的方向迁徙。在评估物种分布区转移假说的总体可信度时,应考虑到物种分布区转移在不同维度和参数上的差异,以及不同分类群之间的差异和方法因素导致的差异。为了让管理者有效地规划物种的重新分布,我们需要更好地解释和预测哪些物种会发生迁移以及迁移的程度。本分析所产生的数据集可用于未来的研究,以探索更多的假设,从而更好地理解物种的分布范围变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Climate change and the global redistribution of biodiversity: substantial variation in empirical support for expected range shifts.

Background: Among the most widely predicted climate change-related impacts to biodiversity are geographic range shifts, whereby species shift their spatial distribution to track their climate niches. A series of commonly articulated hypotheses have emerged in the scientific literature suggesting species are expected to shift their distributions to higher latitudes, greater elevations, and deeper depths in response to rising temperatures associated with climate change. Yet, many species are not demonstrating range shifts consistent with these expectations. Here, we evaluate the impact of anthropogenic climate change (specifically, changes in temperature and precipitation) on species' ranges, and assess whether expected range shifts are supported by the body of empirical evidence.

Methods: We conducted a Systematic Review, searching online databases and search engines in English. Studies were screened in a two-stage process (title/abstract review, followed by full-text review) to evaluate whether they met a list of eligibility criteria. Data coding, extraction, and study validity assessment was completed by a team of trained reviewers and each entry was validated by at least one secondary reviewer. We used logistic regression models to assess whether the direction of shift supported common range-shift expectations (i.e., shifts to higher latitudes and elevations, and deeper depths). We also estimated the magnitude of shifts for the subset of available range-shift data expressed in distance per time (i.e., km/decade). We accounted for methodological attributes at the study level as potential sources of variation. This allowed us to answer two questions: (1) are most species shifting in the direction we expect (i.e., each observation is assessed as support/fail to support our expectation); and (2) what is the average speed of range shifts?

Review findings: We found that less than half of all range-shift observations (46.60%) documented shifts towards higher latitudes, higher elevations, and greater marine depths, demonstrating significant variation in the empirical evidence for general range shift expectations. For the subset of studies looking at range shift rates, we found that species demonstrated significant average shifts towards higher latitudes (average = 11.8 km/dec) and higher elevations (average = 9 m/dec), although we failed to find significant evidence for shifts to greater marine depths. We found that methodological factors in individual range-shift studies had a significant impact on the reported direction and magnitude of shifts. Finally, we identified important variation across dimensions of range shifts (e.g., greater support for latitude and elevation shifts than depth), parameters (e.g., leading edge shifts faster than trailing edge for latitude), and taxonomic groups (e.g., faster latitudinal shifts for insects than plants).

Conclusions: Despite growing evidence that species are shifting their ranges in response to climate change, substantial variation exists in the extent to which definitively empirical observations confirm these expectations. Even though on average, rates of shift show significant movement to higher elevations and latitudes for many taxa, most species are not shifting in expected directions. Variation across dimensions and parameters of range shifts, as well as differences across taxonomic groups and variation driven by methodological factors, should be considered when assessing overall confidence in range-shift hypotheses. In order for managers to effectively plan for species redistribution, we need to better account for and predict which species will shift and by how much. The dataset produced for this analysis can be used for future research to explore additional hypotheses to better understand species range shifts.

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CiteScore
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