解密超级厄尔尼诺现象:开发整合本地和全球气候信号的新型预测模型

Chae-Hyun Yoon, Jubin Park, Myung-Ki Cheoun
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引用次数: 0

摘要

近年来,极端天气事件激增,凸显了对气候紧急情况采取行动的迫切需要。2023 年,全球气温破纪录,欧洲出现前所未有的热浪,亚洲发生毁灭性洪灾,北美和澳大利亚发生严重野火。超级厄尔尼诺事件以其对全球天气的深远影响而著称,在这些变化中扮演着至关重要的角色,造成了严重的经济和环境破坏。这项研究提出了一个新的预测模型,该模型系统地整合了当地和全球气候信号,以预测超级厄尔尼诺事件,并引入了超级厄尔尼诺指数(SEI),该指数值达到或超过 80 就定义为超级厄尔尼诺事件。我们的分析表明,超级厄尔尼诺指数准确地反映了过去的超级厄尔尼诺事件,包括1982-83年、1997-98年和2015-16年的超级厄尔尼诺事件,这些时期的超级厄尔尼诺指数值在2-西格玛标准偏差范围内均为80。最近的观测证实,2023-24年的厄尔尼诺现象是历史上有记录的五次最强的超级厄尔尼诺现象之一。对1982年至2023年SEI趋势的分析表明,近期的厄尔尼诺事件SEI值一直超过70,呈逐渐上升趋势。这一趋势表明,厄尔尼诺事件越来越接近超级厄尔尼诺强度,这可能是由于赤道太平洋的条件更加有利。SEI 值的增加和更强厄尔尼诺事件的频繁发生可能归因于全球变暖的持续影响。这些发现强调了加强准备和战略规划的必要性,以减轻未来超级厄尔尼诺事件的影响,这种事件在未来几十年可能会变得更加频繁。
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Deciphering Super El Niño: Development of a Novel Predictive Model Integrating Local and Global Climatic Signals
In recent years, extreme weather events have surged, highlighting the urgent need for action on the climate emergency. The year 2023 saw record-breaking global temperatures, unprecedented heatwaves in Europe, devastating floods in Asia, and severe wildfires in North America and Australia. Super El Ni\~no events, known for their profound impact on global weather, play a critical role in these changes, causing severe economic and environmental damage. This study presents a novel predictive model that integrates systematically local and global climatic signals to forecast Super El Ni\~no events, introducing the Super El Ni\~no Index (SEI), which value of 80 or higher defines a Super El Ni\~no event. Our analysis shows that the SEI accurately reflects past Super El Ni\~no events, including those from 1982-83, 1997-98, and 2015-16, with SEI values for these periods containing 80 within the 2-sigma standard deviation. Using data up to 2022, our model predicted an SEI of around 80 for 2023, indicating a Super El Ni\~no for the 2023-24 period. Recent observations confirm that the 2023-24 El Ni\~no is among the five strongest recorded Super El Ni\~no events in history. An analysis of SEI trends from 1982 to 2023 reveals a gradual increase, with recent El Ni\~no events consistently exceeding SEI values of 70. This trend suggests that El Ni\~no events are increasingly approaching Super El Ni\~no intensity, potentially due to more favorable conditions in the equatorial Pacific. This increase in SEI values and the frequency of stronger El Ni\~no events may be attributed to the ongoing effects of global warming. These findings emphasize the need for heightened preparedness and strategic planning to mitigate the impacts of future Super El Ni\~no events, which are likely to become more frequent in the coming decades.
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