{"title":"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","authors":"Chae-Hyun Yoon, Jubin Park, Myung-Ki Cheoun","doi":"arxiv-2409.06161","DOIUrl":null,"url":null,"abstract":"In recent years, extreme weather events have surged, highlighting the urgent\nneed for action on the climate emergency. The year 2023 saw record-breaking\nglobal temperatures, unprecedented heatwaves in Europe, devastating floods in\nAsia, and severe wildfires in North America and Australia. Super El Ni\\~no\nevents, known for their profound impact on global weather, play a critical role\nin these changes, causing severe economic and environmental damage. This study\npresents a novel predictive model that integrates systematically local and\nglobal climatic signals to forecast Super El Ni\\~no events, introducing the\nSuper El Ni\\~no Index (SEI), which value of 80 or higher defines a Super El\nNi\\~no event. Our analysis shows that the SEI accurately reflects past Super El\nNi\\~no events, including those from 1982-83, 1997-98, and 2015-16, with SEI\nvalues for these periods containing 80 within the 2-sigma standard deviation.\nUsing data up to 2022, our model predicted an SEI of around 80 for 2023,\nindicating a Super El Ni\\~no for the 2023-24 period. Recent observations\nconfirm that the 2023-24 El Ni\\~no is among the five strongest recorded Super\nEl Ni\\~no events in history. An analysis of SEI trends from 1982 to 2023\nreveals a gradual increase, with recent El Ni\\~no events consistently exceeding\nSEI values of 70. This trend suggests that El Ni\\~no events are increasingly\napproaching Super El Ni\\~no intensity, potentially due to more favorable\nconditions in the equatorial Pacific. This increase in SEI values and the\nfrequency of stronger El Ni\\~no events may be attributed to the ongoing effects\nof global warming. These findings emphasize the need for heightened\npreparedness and strategic planning to mitigate the impacts of future Super El\nNi\\~no events, which are likely to become more frequent in the coming decades.","PeriodicalId":501166,"journal":{"name":"arXiv - PHYS - Atmospheric and Oceanic Physics","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Deciphering Super El Niño: Development of a Novel Predictive Model Integrating Local and Global Climatic Signals\",\"authors\":\"Chae-Hyun Yoon, Jubin Park, Myung-Ki Cheoun\",\"doi\":\"arxiv-2409.06161\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In recent years, extreme weather events have surged, highlighting the urgent\\nneed for action on the climate emergency. The year 2023 saw record-breaking\\nglobal temperatures, unprecedented heatwaves in Europe, devastating floods in\\nAsia, and severe wildfires in North America and Australia. Super El Ni\\\\~no\\nevents, known for their profound impact on global weather, play a critical role\\nin these changes, causing severe economic and environmental damage. This study\\npresents a novel predictive model that integrates systematically local and\\nglobal climatic signals to forecast Super El Ni\\\\~no events, introducing the\\nSuper El Ni\\\\~no Index (SEI), which value of 80 or higher defines a Super El\\nNi\\\\~no event. Our analysis shows that the SEI accurately reflects past Super El\\nNi\\\\~no events, including those from 1982-83, 1997-98, and 2015-16, with SEI\\nvalues for these periods containing 80 within the 2-sigma standard deviation.\\nUsing data up to 2022, our model predicted an SEI of around 80 for 2023,\\nindicating a Super El Ni\\\\~no for the 2023-24 period. Recent observations\\nconfirm that the 2023-24 El Ni\\\\~no is among the five strongest recorded Super\\nEl Ni\\\\~no events in history. An analysis of SEI trends from 1982 to 2023\\nreveals a gradual increase, with recent El Ni\\\\~no events consistently exceeding\\nSEI values of 70. This trend suggests that El Ni\\\\~no events are increasingly\\napproaching Super El Ni\\\\~no intensity, potentially due to more favorable\\nconditions in the equatorial Pacific. This increase in SEI values and the\\nfrequency of stronger El Ni\\\\~no events may be attributed to the ongoing effects\\nof global warming. These findings emphasize the need for heightened\\npreparedness and strategic planning to mitigate the impacts of future Super El\\nNi\\\\~no events, which are likely to become more frequent in the coming decades.\",\"PeriodicalId\":501166,\"journal\":{\"name\":\"arXiv - PHYS - Atmospheric and Oceanic Physics\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - Atmospheric and Oceanic Physics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.06161\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Atmospheric and Oceanic Physics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.06161","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.