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The characterization, mechanism, predictability, and impacts of the unprecedented 2023 Southeast Asia heatwave 2023 年东南亚史无前例的热浪的特征、机制、可预测性和影响
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-10-14 DOI: 10.1038/s41612-024-00797-w
Yang Lyu, Jingyu Wang, Xiefei Zhi, Xianfeng Wang, Hugh Zhang, Yonggang Wen, Edward Park, Joshua Lee, Xia Wan, Shoupeng Zhu, Duc Tran Dung
In April and May 2023, Southeast Asia (SEA) encountered an exceptional heatwave. The Continental SEA was hardest hit, where all the countries broke their highest temperature records with measurements exceeding 42 °C, and Thailand set the region’s new record of 49 °C. This study provides a comprehensive analysis of this event by investigating its spatiotemporal evolution, physical mechanisms, forecast performance, return period, and extensive impacts. The enhanced high-pressure influenced by tropical waves, moisture deficiency and strong land-atmosphere coupling are considered as the key drivers to this extreme heatwave event. The ECMWF exhibited limited forecast skills for the reduced soil moisture and failed to capture the land-atmosphere coupling, leading to a severe underestimation of the heatwave’s intensity. Although the return period of this heatwave event is 129 years based on the rarity of temperature records, the combination of near-surface drying and soil moisture deficiency that triggered strong positive land-atmosphere feedback and rapid warming was extremely uncommon, with an occurrence probability of just 0.08%. These analyses underscore the exceptional nature of this unparalleled heatwave event and its underlying physical mechanisms, revealing its broad impacts, including significant health repercussions, a marked increase in wildfires, and diminished agricultural yields.
2023 年 4 月和 5 月,东南亚(SEA)遭遇了一场异常的热浪。东南亚大陆地区受影响最严重,所有国家的最高气温都超过了 42 °C,打破了历史记录,泰国更是创下了 49 °C的区域新纪录。本研究对这一事件的时空演变、物理机制、预报性能、重现期和广泛影响进行了全面分析。受热带波影响的高压增强、水汽不足和陆地-大气强耦合被认为是这次极端热浪事件的主要驱动因素。ECMWF 对土壤水分减少的预报能力有限,未能捕捉到陆地-大气耦合,导致热浪强度被严重低估。虽然根据罕见的气温记录,这次热浪事件的回归期为 129 年,但近地表干燥和土壤水分不足共同引发了强烈的陆地-大气正反馈和快速变暖,这种情况极为罕见,发生概率仅为 0.08%。这些分析强调了这一无与伦比的热浪事件的特殊性及其潜在的物理机制,揭示了其广泛的影响,包括对健康的重大影响、野火的明显增加以及农业减产。
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引用次数: 0
Consecutive Northward Super Typhoons Induced Extreme Ozone Pollution Events in Eastern China 连续北上的超强台风诱发华东地区极端臭氧污染事件
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-10-10 DOI: 10.1038/s41612-024-00786-z
Jiahe Wang, Peng Wang, Chunfeng Tian, Meng Gao, Tiantao Cheng, Wei Mei
Typhoons are one of the most important weather systems that can cause severe ozone (O3) pollution in eastern China. While the effects of individual typhoons on O3 concentrations have been extensively studied, the effects of consecutive northward typhoons and the underlying mechanisms remain unclear, partly due to the complex processes involved. Here, Typhoons Maysak and Haishen, two consecutive northward typhoons in 2020, are selected to investigate their impact on the O3 pollution in eastern China. The results show that consecutive northward typhoons not only produced and maintained meteorological conditions conducive to O3 generation (e.g., elevated temperatures and intensified solar radiation), but also facilitated local accumulation and cross-regional transport of O3. These factors jointly led to a 30% increase in O3 concentration in eastern China with a prolonged period of O3 pollution. Our work underscores the significance of complex meteorological conditions in O3 pollution occurrences during extreme weather events, advancing our understanding of how consecutive northward typhoons affect air quality.
台风是导致中国东部地区臭氧(O3)严重污染的最重要天气系统之一。虽然单个台风对臭氧浓度的影响已被广泛研究,但连续北上台风的影响及其内在机制仍不清楚,部分原因是其中涉及复杂的过程。本文选取 2020 年连续北上的两个台风 "麦莎 "和 "海神",研究其对华东地区臭氧污染的影响。结果表明,连续北上的台风不仅产生并维持了有利于O3生成的气象条件(如温度升高和太阳辐射增强),还促进了O3的本地累积和跨区域传输。在这些因素的共同作用下,华东地区的 O3 浓度增加了 30%,O3 污染时间延长。我们的研究强调了复杂气象条件在极端天气事件中造成 O3 污染的重要意义,加深了我们对连续北上台风如何影响空气质量的理解。
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引用次数: 0
Amplified temperature sensitivity of extreme precipitation events following heat stress 热应激后极端降水事件对温度的敏感性增强
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-10-10 DOI: 10.1038/s41612-024-00796-x
Zhiling Zhou, Liping Zhang, Qin Zhang, Hui Cao, Hairong Zhang, Benjun Jia, Lina Liu, Zhenyu Tang, Jie Chen
This study investigates global extreme precipitation events (EPEs) during warm seasons, with a particular focus on EPEs preceded by extreme heat stress (EPE-Hs) and a comparative analysis with those not (EPE-NHs). Using reanalysis product and Earth System Model data, the spatiotemporal characteristics and temperature sensitivities of EPEs are analyzed. Results show that EPE-Hs, while less frequent, have longer duration and greater magnitude compared to EPE-NHs, particularly in high latitude regions. In the future, a significant increase is projected in the characteristics of EPE-Hs, in contrast to the stable duration and magnitude of EPE-NHs. EPE-Hs demonstrate substantially higher temperature sensitivity than EPE-NHs, especially in low latitudes. The precipitation-temperature scaling relationships diverge markedly between EPE-Hs and EPE-NHs, with notable regional variations. These insights are pivotal for crafting region-specific early warning and adaptation strategies to mitigate the risks associated with extreme precipitation under the backdrop of global warming.
本研究调查了温暖季节的全球极端降水事件(EPEs),重点关注极端热应激之前的极端降水事件(EPE-Hs),并与非极端热应激的极端降水事件(EPE-NHs)进行了对比分析。利用再分析产品和地球系统模式数据,分析了 EPE 的时空特征和温度敏感性。结果表明,与 EPE-NHs 相比,EPE-Hs 虽然频率较低,但持续时间更长、强度更大,尤其是在高纬度地区。预计未来 EPE-Hs 的特征将显著增加,而 EPE-NHs 的持续时间和强度将保持稳定。EPE-Hs 对温度的敏感性大大高于 EPE-NHs,尤其是在低纬度地区。降水-温度比例关系在 EPE-Hs 和 EPE-NHs 之间存在明显差异,且区域差异显著。这些见解对于制定针对特定地区的预警和适应战略,以减轻全球变暖背景下与极端降水相关的风险至关重要。
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引用次数: 0
2024 ESA-ECMWF workshop report: current status, progress and opportunities in machine learning for Earth system observation and prediction 2024 ESA-ECMWF 讲习班报告:地球系统观测和预测机器学习的现状、进展和机遇
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-10-09 DOI: 10.1038/s41612-024-00757-4
Patrick Ebel, Rochelle Schneider, Massimo Bonavita, Mariana Clare, Anna Jungbluth, Maryam Pourshamsi, Matthew Chantry, Mihai Alexe, Alessandro Sebastianelli, Marcin Chrust
This report summarises the main outcomes of the 4th edition of the workshop on Machine Learning (ML) for Earth System Observation and Prediction (ESOP / ML4ESOP) co-organised by the European Space Agency (ESA) and the European Centre for Medium-Range Weather Forecasts (ECMWF). The 4-day workshop was held on 7-10 May 2024 in a hybrid format at the ESA Frascati site with an interactive online component, featuring over 46 expert talks with a record number of submissions and about 800 registrations. The workshop offered leading experts a platform to exchange on the current opportunities, challenges and future directions for applying ML methodology to ESOP. To structure the presentations and discussions, the workshop featured five main thematic areas covering key topics and emerging trends. The most promising research directions and significant outcomes were identified by each thematic area’s Working Group and are the focus of this document.
本报告总结了由欧洲航天局(ESA)和欧洲中期天气预报中心(ECMWF)联合举办的第四期地球系统观测和预测机器学习(ML)讲习班(ESOP / ML4ESOP)的主要成果。为期4天的讲习班于2024年5月7日至10日在欧空局弗拉斯卡蒂场址举行,讲习班采用混合形式,并设有在线互动环节,共有超过46场专家讲座,提交的论文数量创历史新高,约有800人报名参加。研讨会为顶尖专家提供了一个平台,就将 ML 方法应用于 ESOP 的当前机遇、挑战和未来方向进行交流。为了组织演讲和讨论,研讨会设置了五大主题领域,涵盖了关键议题和新兴趋势。每个专题领域的工作组都确定了最有前途的研究方向和重要成果,这也是本文件的重点。
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引用次数: 0
Uncovering the interannual predictability of the 2003 European summer heatwave linked to the Tibetan Plateau 揭示与青藏高原有关的 2003 年欧洲夏季热浪的年际可预测性
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-10-09 DOI: 10.1038/s41612-024-00782-3
Pengfei Shi, L. Ruby Leung, Hui Lu, Bin Wang, Kun Yang, Haishan Chen
Known as the Third Pole, the Tibetan Plateau (TP) significantly influences global weather and climate, but its potential for improving subseasonal-to-interannual predictions remains underexplored. Through coupled climate simulations and hindcast experiments, we uncovered interannual predictability of the 2003 European summer heatwave that persisted from June to August with devastating impacts. Hindcasts initialized from the atmosphere, land, and ocean states of a coupled simulation that assimilates soil moisture and soil temperature data over the TP show substantial skill in predicting this heatwave two years in advance. Hindcast sensitivity experiments isolated the indispensable role of the spring TP snow cover anomalies and their impact on the Atlantic and Pacific Oceans in exciting the Rossby waves that contributed to the anomalous European summer temperature. These findings highlight the dominant and remote influence of the TP and motivate research on its role in enhancing the predictability of extreme events worldwide.
被称为 "第三极 "的青藏高原(TP)对全球天气和气候有重大影响,但它在改善分季节到年际预测方面的潜力仍未得到充分开发。通过耦合气候模拟和后向预测实验,我们发现了 2003 年欧洲夏季热浪的年际可预测性。根据大气、陆地和海洋状态初始化的耦合模拟后报显示,在提前两年预测这次热浪时,土壤水分和土壤温度数据的同化能力很强。后报敏感性实验揭示了春季大陆架积雪异常及其对大西洋和太平洋的影响在激发导致欧洲夏季异常气温的罗斯比波方面所起的不可或缺的作用。这些发现凸显了热带降水的主导和遥远影响,并推动了对其在提高全球极端事件可预测性方面作用的研究。
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引用次数: 0
An intrinsic low-frequency atmospheric mode of the Indonesian-Australian summer monsoon 印度尼西亚-澳大利亚夏季季风的内在低频大气模式
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-10-08 DOI: 10.1038/s41612-024-00792-1
Yu Liang, Shang-Ping Xie, Honghai Zhang
Deep convection in the Indo-Pacific warm pool is vital in driving global atmospheric overturning circulations. Year-to-year variations in the strength and location of warm pool precipitation can lead to significant local and downstream hydroclimatic impacts, including floods and droughts. While the El Niño-Southern Oscillation (ENSO) is recognized as a key factor in modulating interannual precipitation variations in this region, atmospheric internal variability is often as important. Here, through targeted atmospheric model experiments, we identify an intrinsic low-frequency atmospheric mode in the warm pool region during the austral summer, and show that its impact on seasonal rainfall is comparable to ENSO. This mode resembles the horizontal structure of the Madden-Julian Oscillation (MJO), and may play a role in initiating ENSO as stochastic forcing. We show that this mode is not merely an episodic manifestation of MJO events but primarily arises from barotropic energy conversion aided by positive feedback between convection and circulation.
印度洋-太平洋暖池内的深层对流对推动全球大气翻转环流至关重要。暖池降水强度和位置的逐年变化会对当地和下游的水文气候产生重大影响,包括洪水和干旱。虽然厄尔尼诺-南方涛动(ENSO)被认为是调节该地区年际降水量变化的关键因素,但大气内部变率往往也同样重要。在这里,我们通过有针对性的大气模式实验,确定了暖池区在澳大利亚夏季的一种内在低频大气模式,并表明它对季节性降水的影响与厄尔尼诺/南方涛动相当。这种模式类似于马登-朱利安涛动(MJO)的水平结构,可能在启动厄尔尼诺/南方涛动的随机强迫中发挥作用。我们的研究表明,这种模式不仅仅是 MJO 事件的偶发表现,它主要来自对流和环流之间正反馈作用下的气压能量转换。
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引用次数: 0
CMIP6 models project a shrinking precipitation area CMIP6 模型预测降水区域将缩小
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-10-08 DOI: 10.1038/s41612-024-00794-z
Andreas Dobler, Rasmus E. Benestad, Cristian Lussana, Oskar Landgren
Reanalysis and satellite data indicate a decreasing precipitation area in recent decades, affecting local water resources and precipitation intensities. We have used CMIP6 simulations to test the hypothesis of a shrinking precipitation area in a warming climate. Our analyses reveal that SSP5-8.5 projections show a robust decrease in the precipitation area between 50 °S and 50 °N, and globally in 75% of the simulations. The new findings support the observed relationship, although to a lesser extent than earlier found in reanalysis and satellite data. We find a poleward shift of precipitation, increasing the daily precipitation area in the Arctic from 18% to 28%. At lower latitudes the precipitation area is reduced due to a decreasing occurrence of precipitation. These changes are related to the expansion of low relative humidity zones in the lower-to-mid troposphere, specifically at the poleward edges of the subtropics.
再分析和卫星数据显示,近几十年来降水面积不断缩小,影响了当地的水资源和降水强度。我们利用 CMIP6 模拟来检验气候变暖时降水面积缩小的假设。我们的分析表明,在 75% 的模拟中,SSP5-8.5 预测显示南纬 50 度和北纬 50 度之间的降水面积以及全球降水面积都出现了显著减少。新的研究结果支持观测到的关系,尽管其程度低于之前在再分析和卫星数据中发现的关系。我们发现降水向极地移动,北极地区的日降水量从 18% 增加到 28%。在低纬度地区,由于降水量减少,降水面积也随之缩小。这些变化与中低对流层低相对湿度区的扩大有关,特别是在亚热带的极地边缘。
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引用次数: 0
Spatially compounding flood-nocturnal heat events over adjacent regions in the Northern Hemisphere 北半球相邻地区洪水-夜间高温事件的空间复合效应
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-10-07 DOI: 10.1038/s41612-024-00795-y
Ruidan Chen, Jianbin Liu, Siao Tang, Xiaoqi Li
Compound events have become more frequent and diverse under global warming. This study specifically focuses on a type of compound events termed spatially compounding flood-nocturnal heat events over adjacent regions. Five flood hotspots are identified to compound with adjacent nocturnal heat. The flood and nocturnal heat are linked via a water vapor transport belt, with flood over the region of prominent water vapor convergence and ascending anomalies and nocturnal heat over the extension region with moderately increased humidity and weak vertical motion anomaly. The compound events for all the hotspots occur more frequently recently, with commonly positive contribution from the increasing trends of nocturnal temperature (TN) but various contribution from the trends of precipitation (Pr) and Pr-TN correlation. The positive contribution of enhanced Pr-TN correlation results from the enhanced variability of the circulation accompanied with water vapor transport. This study highlights the influence of atmospheric circulation variability on compound events.
在全球变暖的情况下,复合事件变得更加频繁和多样。本研究特别关注一种复合事件,即相邻区域的洪水-夜间高温事件的空间复合。研究确定了五个洪水热点与相邻的夜热事件复合。洪水和夜热通过水汽输送带联系在一起,洪水发生在水汽辐合和上升异常显著的区域,夜热发生在湿度适度增加和垂直运动异常较弱的延伸区域。所有热点的复合事件在近期发生得更为频繁,夜间温度(TN)的上升趋势通常对复合事件有正贡献,但降水(Pr)的趋势和 Pr-TN 相关性对复合事件有不同的贡献。Pr-TN相关性增强的正贡献源于伴随水汽输送的环流变率增强。这项研究强调了大气环流变率对复合事件的影响。
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引用次数: 0
Significant winter Atlantic Niño effect on ENSO and its future projection 冬季大西洋厄尔尼诺现象对厄尔尼诺/南方涛动的显著影响及其未来预测
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-10-07 DOI: 10.1038/s41612-024-00790-3
Jae-Heung Park, Young-Min Yang, Yoo-Geun Ham, Hyun-Su Jo, Hyo-Jin Park, So-Eun Park, Chao Liu, Gagan Mandal, Soon-Il An, Jong-Seong Kug
The Atlantic Niño, a primary climatic variability mode in the equatorial Atlantic Ocean, exhibits pronounced variability not only in boreal summer but also in winter. However, the role of the winter Atlantic Niño in trans-basin interactions remains underexplored compared to its summer counterpart. Through analysis of observational reanalysis data since the mid-twentieth century, here we found that the winter Atlantic Niño significantly influences the development of El Niño–Southern Oscillation (ENSO), surpassing the impact of summer Atlantic Niño, with a longer lead time. This effect is reasonably captured in the CMIP6 Historical simulations from a multi-model ensemble perspective. Further analysis of the global warming scenario projects that the influence of winter Atlantic Niño on ENSO will persist into the future, in contrast to the reduced impact of summer Atlantic Niño. Therefore, these findings underscore the importance of further investigating the winter Atlantic Niño to gain a comprehensive understanding of trans-basin interactions and their future changes.
大西洋尼诺现象是赤道大西洋的一种主要气候变异模式,不仅在北方夏季表现出明显的变异性,而且在冬季也表现出明显的变异性。然而,与夏季大西洋尼诺现象相比,冬季大西洋尼诺现象在跨流域相互作用中的作用仍未得到充分探索。通过分析二十世纪中叶以来的观测再分析数据,我们发现冬季大西洋尼诺现象对厄尔尼诺-南方涛动(ENSO)的发展有显著影响,超过了夏季大西洋尼诺现象的影响,而且前导时间更长。CMIP6 历史模拟从多模式集合的角度合理地捕捉到了这一影响。对全球变暖情景的进一步分析预测,冬季大西洋尼诺现象对厄尔尼诺/南方涛动的影响将持续到未来,而夏季大西洋尼诺现象的影响则会减弱。因此,这些发现强调了进一步调查冬季大西洋尼诺现象以全面了解跨流域相互作用及其未来变化的重要性。
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引用次数: 0
The impact of the QBO vertical structure on June extreme high temperatures in South Asia QBO 垂直结构对南亚 6 月极端高温的影响
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-10-07 DOI: 10.1038/s41612-024-00791-2
Jiali Luo, Fuhai Luo, Fei Xie, Xiao Chen, Zhenhua Wang, Wenshou Tian, Fangrui Zhu, Mingzhen Gu
Using observation data and numerical simulations, we have demonstrated that the stratospheric Quasi-Biennial Oscillation (QBO) can predict extreme high temperatures (EHTs) in South Asia in June. The vertical structure of the QBO plays a crucial role in this prediction. When the QBO in June shows easterlies (westerlies) at 50 hPa and westerlies (easterlies) at 70 hPa, more (fewer) EHT events occur. This likely results from the QBO’s vertical structure causing positive (negative) temperature anomalies in the lower stratosphere and negative (positive) static stability anomalies near the tropical tropopause. These anomalies enhance (weaken) convective activity over the equatorial Indian Ocean, leading to anomalous circulation with ascending (descending) air over the equatorial Indian Ocean and descending (ascending) air over northern and central South Asia. This suppresses (promotes) convection over northern and central South Asia, affecting cloud formation and precipitation. Consequently, more (less) solar radiation reaches the region, along with weaker (stronger) evaporative cooling effects, warming (cooling) the surface and creating a background state conducive to (against) EHT events. Additionally, the opposite zonal winds at 30 hPa and 50 hPa in April may serve as a reference factor for predicting the probability of EHT events in northern and central South Asia. This study provides a potential approach for forecasting tropospheric extreme weather events based on stratospheric signals.
利用观测数据和数值模拟,我们证明平流层准双年涛动(QBO)可以预测南亚六月份的极端高温。QBO 的垂直结构在这一预测中起着至关重要的作用。当 6 月份的 QBO 在 50 hPa 显示东风(西风),在 70 hPa 显示西风(东风)时,极端高温事件就会增多(减少)。这可能是由于 QBO 的垂直结构造成了平流层下部的正(负)温度异常和热带对流层顶附近的负(正)静态稳定异常。这些异常现象增强(削弱)了赤道印度洋上空的对流活动,导致赤道印度洋上空的空气上升(下降),而南亚北部和中部的空气下降(上升)的异常环流。这抑制(促进)了南亚北部和中部的对流,影响了云的形成和降水。因此,到达该地区的太阳辐射增多(减少),蒸发冷却效应减弱(增强),使地表变暖(变冷),形成有利于(不利于)高温热气流事件的背景状态。此外,4 月份 30 hPa 和 50 hPa 的反向带状风可作为预测南亚北部和中部发生极端高温天气概率的参考因素。这项研究为根据平流层信号预报对流层极端天气事件提供了一种可能的方法。
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引用次数: 0
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npj Climate and Atmospheric Science
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