Couce Elena, Ridgwell Andy, Hendy Erica J
School of Geographical Sciences, University of Bristol, Bristol, BS8 1SS, UK; School of Earth Sciences, University of Bristol, Bristol, BS8 1RJ, UK.
Glob Chang Biol. 2013 Dec;19(12):3592-606. doi: 10.1111/gcb.12335. Epub 2013 Oct 8.
Rising atmospheric CO2 concentrations are placing spatially divergent stresses on the world's tropical coral reefs through increasing ocean surface temperatures and ocean acidification. We show how these two stressors combine to alter the global habitat suitability for shallow coral reef ecosystems, using statistical Bioclimatic Envelope Models rather than basing projections on any a priori assumptions of physiological tolerances or fixed thresholds. We apply two different modeling approaches (Maximum Entropy and Boosted Regression Trees) with two levels of complexity (one a simplified and reduced environmental variable version of the other). Our models project a marked temperature-driven decline in habitat suitability for many of the most significant and bio-diverse tropical coral regions, particularly in the central Indo-Pacific. This is accompanied by a temperature-driven poleward range expansion of favorable conditions accelerating up to 40-70 km per decade by 2070. We find that ocean acidification is less influential for determining future habitat suitability than warming, and its deleterious effects are centered evenly in both hemispheres between 5° and 20° latitude. Contrary to expectations, the combined impact of ocean surface temperature rise and acidification leads to little, if any, degradation in future habitat suitability across much of the Atlantic and areas currently considered 'marginal' for tropical corals, such as the eastern Equatorial Pacific. These results are consistent with fossil evidence of range expansions during past warm periods. In addition, the simplified models are particularly sensitive to short-term temperature variations and their projections correlate well with reported locations of bleaching events. Our approach offers new insights into the relative impact of two global environmental pressures associated with rising atmospheric CO2 on potential future habitats, but greater understanding of past and current controls on coral reef ecosystems is essential to their conservation and management under a changing climate.
大气中二氧化碳浓度的上升,正通过升高海洋表面温度和海洋酸化,给全球热带珊瑚礁带来空间上分布不均的压力。我们展示了这两种压力源如何相互作用,从而改变浅海珊瑚礁生态系统的全球栖息地适宜性,所使用的方法是统计生物气候包络模型,而非基于任何关于生理耐受性或固定阈值的先验假设来进行预测。我们应用了两种不同的建模方法(最大熵模型和提升回归树模型),以及两个复杂度层次(其中一个是另一个的简化版,环境变量有所减少)。我们的模型预测,对于许多最重要且生物多样性丰富的热带珊瑚区域,尤其是在印度洋 - 太平洋中部地区,栖息地适宜性将因温度升高而显著下降。与此同时,适宜条件会因温度驱动而向两极扩展,到2070年,扩展速度将加快至每十年40 - 70公里。我们发现,与变暖相比,海洋酸化对未来栖息地适宜性的影响较小,其有害影响在南北半球5°至20°纬度之间均匀分布。与预期相反,海洋表面温度上升和酸化的综合影响,在大西洋大部分地区以及目前被认为对热带珊瑚来说是“边缘”区域(如赤道东太平洋),未来栖息地适宜性几乎没有(如果有的话)下降。这些结果与过去温暖时期范围扩张的化石证据一致。此外,简化模型对短期温度变化特别敏感,其预测结果与报告的珊瑚白化事件发生地点相关性良好。我们的方法为与大气二氧化碳上升相关的两种全球环境压力对潜在未来栖息地的相对影响提供了新的见解,但要在气候变化背景下对珊瑚礁生态系统进行保护和管理,深入了解过去和当前对珊瑚礁生态系统的控制因素至关重要。