Climate and Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Nature. 2018 Nov;563(7731):339-346. doi: 10.1038/s41586-018-0673-2. Epub 2018 Nov 14.
There is no consensus on whether climate change has yet affected the statistics of tropical cyclones, owing to their large natural variability and the limited period of consistent observations. In addition, projections of future tropical cyclone activity are uncertain, because they often rely on coarse-resolution climate models that parameterize convection and hence have difficulty in directly representing tropical cyclones. Here we used convection-permitting regional climate model simulations to investigate whether and how recent destructive tropical cyclones would change if these events had occurred in pre-industrial and in future climates. We found that, relative to pre-industrial conditions, climate change so far has enhanced the average and extreme rainfall of hurricanes Katrina, Irma and Maria, but did not change tropical cyclone wind-speed intensity. In addition, future anthropogenic warming would robustly increase the wind speed and rainfall of 11 of 13 intense tropical cyclones (of 15 events sampled globally). Additional regional climate model simulations suggest that convective parameterization introduces minimal uncertainty into the sign of projected changes in tropical cyclone intensity and rainfall, which allows us to have confidence in projections from global models with parameterized convection and resolution fine enough to include tropical cyclones.
由于热带气旋具有较大的自然变率和有限的一致观测期,因此对于气候变化是否已经影响到热带气旋的统计数据,目前尚无共识。此外,未来热带气旋活动的预测具有不确定性,因为它们通常依赖于粗分辨率的气候模式,这些模式对对流进行参数化,因此难以直接表示热带气旋。在这里,我们使用允许对流的区域气候模型模拟来研究如果这些事件发生在工业化前和未来气候中,最近发生的破坏性热带气旋是否会发生变化以及如何变化。我们发现,相对于工业化前的条件,到目前为止,气候变化已经增强了卡特里娜飓风、艾尔玛飓风和玛丽亚飓风的平均降雨量和极端降雨量,但没有改变热带气旋的风速强度。此外,未来人为变暖将显著增加 13 个强烈热带气旋(全球采样的 15 个事件中的 11 个)的风速和降雨量。额外的区域气候模型模拟表明,对流参数化使热带气旋强度和降雨量的预测变化的符号引入的不确定性最小,这使我们对具有参数化对流的全球模型的预测和分辨率足以包含热带气旋的预测有信心。