School of Energy and Environment, City University of Hong Kong, Kowloon, Hong Kong, SAR, China.
Center for Ocean Research in Hong Kong and Macau (CORE), Hong Kong, China.
Sci Rep. 2022 Dec 5;12(1):21000. doi: 10.1038/s41598-022-25265-4.
Climate change could exacerbate extreme climate events. This study investigated the global and continental representations of fourteen multisectoral climate indices during the historical (1979-2014), near future (2025-2060) and far future (2065-2100) periods under two emission scenarios, in eleven Coupled Model Intercomparison Project (CMIP) General Circulation Models (GCM). We ranked the GCMs based on five metrics centred on their temporal and spatial performances. Most models followed the reference pattern during the historical period. MPI-ESM ranked best in replicating the daily precipitation intensity (DPI) in Africa, while CANESM5 GCM ranked first in heatwave index (HI), maximum consecutive dry days (MCCD). Across the different continents, MPI-LR GCM performed best in replicating the DPI, except in Africa. The model ranks could provide valuable information when selecting appropriate GCM ensembles when focusing on climate extremes. A global evaluation of the multi-index causal effects for the various indices shows that the dry spell total length (DSTL) was the most crucial index modulating the MCCD for all continents. Also, most indices exhibited a positive climate change signal from the historical to the future. Therefore, it is crucial to design appropriate strategies to strengthen resilience to extreme climatic events while mitigating greenhouse gas emissions.
气候变化可能会使极端气候事件恶化。本研究在两种排放情景下,利用十一个耦合模式比较计划(CMIP)通用环流模型(GCM),调查了十四种多部门气候指数在历史时期(1979-2014 年)、近期(2025-2060 年)和远期(2065-2100 年)的全球和大陆代表性。我们根据五个以时间和空间性能为中心的指标对 GCM 进行了排名。在历史时期,大多数模型都遵循参考模式。MPI-ESM 在复制非洲的日降水强度(DPI)方面表现最佳,而 CANESM5 GCM 在热浪指数(HI)和最长连续干燥天数(MCCD)方面排名第一。在不同的大陆上,MPI-LR GCM 在复制 DPI 方面表现最佳,除了在非洲。当专注于气候极端事件时,模型排名可以为选择合适的 GCM 集合提供有价值的信息。对各种指数的多指数因果效应的全球评估表明,对于所有大陆,干旱总持续时间(DSTL)是调节 MCCD 的最重要指数。此外,大多数指数从历史时期到未来都表现出了积极的气候变化信号。因此,设计适当的策略来加强对极端气候事件的抵御能力,同时减轻温室气体排放至关重要。