Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA.
Environmental Science and Engineering, California Institute of Technology, Pasadena, CA, USA.
Nat Commun. 2021 Feb 16;12(1):1060. doi: 10.1038/s41467-021-21412-z.
The Antarctic sea ice area expanded significantly during 1979-2015. This is at odds with state-of-the-art climate models, which typically simulate a receding Antarctic sea ice cover in response to increasing greenhouse forcing. Here, we investigate the hypothesis that this discrepancy between models and observations occurs due to simulation biases in the sea ice drift velocity. As a control we use the Community Earth System Model (CESM) Large Ensemble, which has 40 realizations of past and future climate change that all undergo Antarctic sea ice retreat during recent decades. We modify CESM to replace the simulated sea ice velocity field with a satellite-derived estimate of the observed sea ice motion, and we simulate 3 realizations of recent climate change. We find that the Antarctic sea ice expands in all 3 of these realizations, with the simulated spatial structure of the expansion bearing resemblance to observations. The results suggest that the reason CESM has failed to capture the observed Antarctic sea ice expansion is due to simulation biases in the sea ice drift velocity, implying that an improved representation of sea ice motion is crucial for more accurate sea ice projections.
1979 年至 2015 年期间,南极海冰面积显著扩大。这与最先进的气候模型形成鲜明对比,这些模型通常模拟南极海冰覆盖范围因温室气体增加而退缩。在这里,我们研究了一个假设,即模型和观测之间的这种差异是由于海冰漂流速度的模拟偏差造成的。作为对照,我们使用了地球系统模式(CESM)大集合,该集合有 40 个过去和未来气候变化的实现,在最近几十年都经历了南极海冰退缩。我们修改了 CESM,用卫星观测到的海冰运动来替代模拟的海冰速度场,并模拟了最近的 3 次气候变化。我们发现,在这 3 种情况下,南极海冰都在扩大,其扩张的空间结构与观测结果相似。结果表明,CESM 未能捕捉到观测到的南极海冰扩张的原因是由于海冰漂流速度的模拟偏差,这意味着改进海冰运动的表示对于更准确的海冰预测至关重要。