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Seasonal predictions of summer compound humid heat extremes in the southeastern United States driven by sea surface temperatures 由海面温度驱动的美国东南部夏季复合湿热极端天气的季节性预测
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-07 DOI: 10.1038/s41612-024-00723-0
Liwei Jia, Thomas L. Delworth, Xiaosong Yang, William Cooke, Nathaniel C. Johnson, Liping Zhang, Youngji Joh, Feiyu Lu, Colleen McHugh
Humid heat extreme (HHE) is a type of compound extreme weather event that poses severe risks to human health. Skillful forecasts of HHE months in advance are crucial for developing strategies to enhance community resilience to extreme events1,2. This study demonstrates that the frequency of summertime HHE in the southeastern United States (SEUS) can be skillfully predicted 0–1 months in advance using the SPEAR (Seamless system for Prediction and EArth system Research) seasonal forecast system. Sea surface temperatures (SSTs) in the tropical North Atlantic (TNA) basin are identified as the primary driver of this prediction skill. The responses of large-scale atmospheric circulation and winds to anomalous warm SSTs in the TNA favor the transport of heat and moisture from the Gulf of Mexico to the SEUS. This research underscores the role of slowly varying sea surface conditions in modifying large-scale environments, thereby contributing to the skillful prediction of HHE in the SEUS. The results of this study have potential applications in the development of early warning systems for HHE.
湿热极端天气(HHE)是一种复合极端天气事件,对人类健康构成严重威胁。提前数月对湿热极端天气进行娴熟的预报,对于制定战略以提高社区应对极端事件的能力至关重要1,2。本研究表明,利用 SPEAR(预测和地球系统研究无缝系统)季节预报系统,可以提前 0-1 个月熟练预测美国东南部(SEUS)夏季 HHE 的频率。热带北大西洋 (TNA) 盆地的海面温度 (SST) 被认为是这种预测技能的主要驱动因素。大尺度大气环流和风对热带北大西洋海面温度异常偏暖的反应,有利于热量和湿气从墨西哥湾向东南大西洋的输送。这项研究强调了缓慢变化的海面条件在改变大尺度环境中的作用,从而有助于熟练预测东南欧的 HHE。这项研究的结果有可能应用于 HHE 早期预警系统的开发。
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引用次数: 0
Enhanced formation of nitrogenous organic aerosols and brown carbon after aging in the planetary boundary layer 行星边界层老化后含氮有机气溶胶和褐碳的形成增强
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-04 DOI: 10.1038/s41612-024-00726-x
Yangzhou Wu, Quan Liu, Dantong Liu, Ping Tian, Weiqi Xu, Junfeng Wang, Kang Hu, Siyuan Li, Xiaotong Jiang, Fei Wang, Mengyu Huang, Deping Ding, Chenjie Yu, Dawei Hu
Particulate organic nitrates (pON) significantly contribute to the mass of organic aerosol and influence the nitrogen oxides cycle in the atmosphere, but their evolution and lifetime remain uncertain. This study performed simultaneous measurements on the anthropogenically affected surface site and the mountain site on top of the polluted planetary boundary layer (PBL). After aging in the PBL, organic nitrate was converted from primary sources (decreased from 8.7% to 4.3%) to secondary sources (increased from 6.3% to 36.1%), spanning from the surface to the mountain. The evaporation of more volatile inorganic nitrate and the production of secondary organic nitrate during aging in the PBL contributed to the enhanced pON fraction over the top of PBL. The contribution of light absorption by brown carbon increased by 57% at the top of PBL compared to the surface, consistent with the higher fraction of nitrogenous organic aerosols over the mountain. The results provide field evidence that the nitrogenous organic aerosols (OA) may be preserved by adding into secondary OA and significantly contribute to the enhanced importance of brown carbon after aging the vertical transport in the PBL.
颗粒有机硝酸盐(pON)对有机气溶胶的质量有很大贡献,并影响大气中氮氧化物的循环,但其演变和寿命仍不确定。本研究对受人为影响的地表点和受污染的行星边界层(PBL)顶部的山地点进行了同步测量。有机硝酸盐在行星边界层老化后,从原生源(从 8.7% 下降到 4.3%)转化为次生源(从 6.3% 上升到 36.1%),从地表一直延伸到山体。更多挥发性无机硝酸盐的蒸发和次生有机硝酸盐在 PBL 老化过程中的生成,导致 PBL 顶部的 pON 部分增加。与地表相比,PBL 顶部褐碳的光吸收贡献增加了 57%,这与山体上空含氮有机气溶胶的比例较高是一致的。这些结果提供了实地证据,证明含氮有机气溶胶可能通过加入二次有机气溶胶而得以保存,并在PBL垂直传输老化后显著提高了褐碳的重要性。
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引用次数: 0
Unveiling teleconnection drivers for heatwave prediction in South Korea using explainable artificial intelligence 利用可解释人工智能揭示韩国热浪预测的远程连接驱动因素
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-03 DOI: 10.1038/s41612-024-00722-1
Yeonsu Lee, Dongjin Cho, Jungho Im, Cheolhee Yoo, Joonlee Lee, Yoo-Geun Ham, Myong-In Lee
Increasing heatwave intensity and mortality demand timely and accurate heatwave prediction. The present study focused on teleconnection, the influence of distant land and ocean variability on local weather events, to drive long-term heatwave predictions. The complexity of teleconnection poses challenges for physical-based prediction models. In this study, we employed a machine learning model and explainable artificial intelligence to identify the teleconnection drivers for heatwaves in South Korea. Drivers were selected based on their statistical significance with annual heatwave frequency ( | R | > 0.3, p < 0.05). Our analysis revealed that two snow depth (SD) variabilities—a decrease in the Gobi Desert and increase in the Tianshan Mountains—are the most important and predictive teleconnection drivers. These drivers exhibit a high correlation with summer climate conditions conducive to heatwaves. Our study lays the groundwork for further research into understanding land–atmosphere interactions over these two SD regions and their significant impact on heatwave patterns in South Korea.
热浪强度和死亡率的增加要求及时准确地预测热浪。本研究侧重于远距离联系,即远距离陆地和海洋变率对本地天气事件的影响,以推动长期热浪预测。远距离联系的复杂性给基于物理的预测模型带来了挑战。在本研究中,我们采用了机器学习模型和可解释人工智能来识别韩国热浪的远距离联系驱动因素。选择驱动因素的依据是它们与年度热浪频率的统计显著性 ( | R | > 0.3, p < 0.05)。我们的分析表明,戈壁滩积雪深度(SD)的减少和天山山脉积雪深度的增加是最重要和最具预测性的远缘驱动因素。这些驱动因素与有利于热浪的夏季气候条件具有高度相关性。我们的研究为进一步了解这两个 SD 区域的陆地-大气相互作用及其对韩国热浪模式的重大影响奠定了基础。
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引用次数: 0
Multiscale interaction underlying 2022 concurrent extreme precipitation in Pakistan and heatwave in Yangtze River Valley 巴基斯坦 2022 年同期极端降水和长江流域热浪背后的多尺度相互作用
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-03 DOI: 10.1038/s41612-024-00725-y
Qianrong Ma, Yingxiao Sun, Rui Hu, Zhiwei Zhu, Kaiguo Xiong, Hao Wu, Pengcheng Yan, Guolin Feng
Unprecedentedly extreme precipitation occurred in Pakistan (PAK), and mega heat waves persisted along the Yangtze River Valley (YRV) from July to August 2022. Using the advanced multiscale window transform-based canonical transfer attribution framework, we quantitatively delineated intra-scale and inter-scale interactions leading to record-breaking spatially concurrent extremes in 2022 and comprehensively revealed differences in dynamic processes affecting extreme events in July and August. The basic flow scale window lost the available potential energy (APE), and through APE canonical transfers to the intraseasonal-scale and synoptic-scale windows, the inter-scale dynamic processes and barotropic instability of the basic flow scale preserved the concurrent extreme in July. In August, the eruptive synoptic-scale kinetic energy convergence provided dynamic conditions for the sinking motion of the YRV and its advection to PAK from the Indian Ocean. Consequently, the interaction between high- and low-frequency processes drove atmospheric circulation in summer, but the high-frequency process in August played a vital role in extreme events. Additionally, the heat source in the tropical western-central Pacific is considered one of the key drivers for localized repetitive bursts of energy. This study emphasizes both the interactions between multiple scales of atmospheric dynamics and reveals the driving mechanisms behind the impacts of warming on extreme events, linking the external forcing issue with the free problem of atmospheric internal instability.
2022年7月至8月,巴基斯坦出现了前所未有的极端降水,长江流域持续出现特大热浪。利用先进的基于多尺度窗口变换的典型传递归因框架,我们定量划分了导致2022年破纪录的空间并发极端事件的尺度内和尺度间相互作用,并全面揭示了影响7月和8月极端事件的动态过程差异。基本流尺度窗口失去了可用势能(APE),通过APE向季节内尺度和同步尺度窗口的典型转移,基本流尺度的尺度间动力过程和气压不稳定性维持了7月的并发极端事件。8 月,爆发性的同步尺度动能辐合为 YRV 的下沉运动及其从印度洋向北太平洋的平流提供了动力条件。因此,高频和低频过程之间的相互作用推动了夏季的大气环流,但 8 月份的高频过程在极端事件中发挥了至关重要的作用。此外,热带中西部太平洋的热源被认为是局部重复爆发能量的关键驱动因素之一。这项研究既强调了大气动力学多个尺度之间的相互作用,又揭示了气候变暖对极端事件影响背后的驱动机制,将外部强迫问题与大气内部不稳定的自由问题联系起来。
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引用次数: 0
The dominant warming season shifted from winter to spring in the arid region of Northwest China 中国西北干旱地区的主要升温季节从冬季转为春季
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-03 DOI: 10.1038/s41612-024-00724-z
Fan Sun, Yupeng Li, Yaning Chen, Gonghuan Fang, Weili Duan, Baofu Li, Zhi Li, Xingming Hao, Yuhai Yang, Xueqi Zhang
The arid region of Northwest China (ARNC) has experienced a significantly higher warming rate than the global average and exhibits pronounced seasonal asymmetry, which has important implications for the region’s water-dependent systems. To understand the spatiotemporal patterns and driving mechanisms of seasonal asymmetric warming in the ARNC, we investigated seasonal changes in temperature rise and their underlying causes based on station and reanalysis data. We found that the dominant season of temperature increase shifted from winter to spring. The contribution of spring warming to the total temperature increase rose from −5%–7% to 58%–59%, while the contribution of winter warming decreased from 60%–75% to −4%–9%. However, the mechanisms underlying spring warming and winter cooling differ. An increase in solar radiation caused by a decrease in cloud cover (R = −0.64) was the main reason for spring warming, while a strengthening Siberian High primarily drove winter cooling.
中国西北干旱区(ARNC)的变暖速度明显高于全球平均水平,并表现出明显的季节不对称性,这对该地区依赖水的系统具有重要影响。为了了解 ARNC 季节性非对称变暖的时空模式和驱动机制,我们基于站点和再分析数据研究了气温上升的季节变化及其内在原因。我们发现,气温上升的主要季节从冬季转移到了春季。春季变暖对总气温上升的贡献率从-5%-7%上升到58%-59%,而冬季变暖的贡献率则从60%-75%下降到-4%-9%。不过,春季变暖和冬季变冷的机理有所不同。云量减少导致太阳辐射增加(R = -0.64)是春季变暖的主要原因,而西伯利亚高纬度地区的增强则是冬季降温的主要原因。
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引用次数: 0
Author Correction: Can climate change signals be detected from the terrestrial water storage at daily timescale? 作者更正:能否从陆地水储量中探测到日时间尺度的气候变化信号?
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-26 DOI: 10.1038/s41612-024-00719-w
Fei Huo, Li Xu, Zhenhua Li, Yanping Li, James S. Famiglietti, Hrishi A. Chandanpurkar
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引用次数: 0
Tropical eastern Pacific cooling trend reinforced by human activity 人类活动加剧了东太平洋热带地区的降温趋势
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-24 DOI: 10.1038/s41612-024-00713-2
Eui-Seok Chung, Seong-Joong Kim, Sang-Ki Lee, Kyung-Ja Ha, Sang-Wook Yeh, Yong Sun Kim, Sang-Yoon Jun, Joo-Hong Kim, Dongmin Kim
It remains unresolved whether the La Niña-like sea surface temperature (SST) trend pattern during the satellite era, featuring a distinct warming in the northwest/southwest Pacific but cooling in the tropical eastern Pacific, is driven by either external forcing or internal variability. Here, by conducting a comprehensive analysis of observations and a series of climate model simulations for the historical period, we show that a combination of internal variability and human activity may have shaped the observed La Niña-like SST trend pattern. As in observations, SSTs in each model ensemble member show a distinct multi-decadal swing between El Niño-like and La Niña-like trend patterns due to internal variability. The ensemble-mean trends for some models are, however, found to exhibit an enhanced zonal SST gradient along the equatorial Pacific over periods such as 1979–2010, suggesting a role of external forcing. In line with this hypothesis, single-forcing large ensemble model simulations show that human-induced stratospheric ozone depletion and/or aerosol changes have acted to enhance the zonal SST gradient via strengthening of Pacific trade winds, although the effect is model dependent. Our finding suggests that the La Niña-like SST trend is unlikely to persist under sustained global warming because both the ozone and aerosol impacts will eventually weaken.
卫星时代类似拉尼娜现象的海面温度(SST)趋势模式,即西北/西南太平洋明显变暖而热带东太平洋变冷,是由外部强迫还是内部变率驱动的,这个问题仍未解决。在这里,通过对观测数据和一系列历史时期气候模式模拟结果的综合分析,我们表明内部变率和人类活动可能共同塑造了观测到的类似拉尼娜现象的 SST 趋势模式。与观测结果一样,由于内部变率,每个模式集合成员的海温在类似厄尔尼诺和类似拉尼娜的趋势模式之间呈现出明显的多年代波动。然而,一些模式的集合均值趋势在 1979-2010 年等时期显示出赤道太平洋沿岸海温梯度的增强,这表明外部强迫起了作用。与这一假设相一致的是,单强迫大型集合模式模拟显示,人类引起的平流层臭氧消耗和/或气溶胶变化通过加强太平洋信风增强了海温带梯度,尽管这种影响取决于模式。我们的发现表明,在全球持续变暖的情况下,类似拉尼娜现象的 SST 趋势不太可能持续,因为臭氧和气溶胶的影响最终都会减弱。
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引用次数: 0
The role of Arctic sea ice loss in the interdecadal trends of the East Asian summer monsoon in a warming climate 气候变暖条件下北极海冰损失在东亚夏季季风年代际趋势中的作用
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-24 DOI: 10.1038/s41612-024-00717-y
Xiaoqi Zhang, Bian He, Qing Bao, Yimin Liu, Guoxiong Wu, Anmin Duan, Wenting Hu, Chen Sheng, Jian Rao
The East Asian summer monsoon precipitation has exhibited a well-known “southern China flood and northern China drought” pattern in recent decades. The increase in aerosols and warming oceans are recognized as two important forcings that control of the precipitation trends over East Asian land. However, in this study, by using large ensemble simulations from the CMIP6 Polar Amplification Model Intercomparison Project (PAMIP), the influence of Arctic amplification, serving as the prominent feature of global warming, is very important in modulating the East Asian summer precipitation pattern, which is comparable to the influence of sea surface temperature (SST). Additionally, the observed “southern China flood and northern China drought” pattern only exists in July and August, whereas a triple pattern with the precipitation positive anomaly center over Middle China occurs in June. These patterns are closely connected with the regional differences in Arctic sea ice loss from June to July, affected through both the Rossby waves propagating in a weaker westerly jet and the decrease in the large-scale meridional thermal contrast in a warming climate.
近几十年来,东亚夏季季风降水呈现出众所周知的 "南涝北旱 "格局。气溶胶的增加和海洋变暖被认为是控制东亚陆地降水趋势的两个重要影响因素。然而,在本研究中,通过使用 CMIP6 极地增温模式相互比较项目(PAMIP)的大型集合模拟,作为全球变暖突出特征的北极增温对东亚夏季降水模式的影响非常重要,与海面温度(SST)的影响不相上下。此外,观测到的 "华南涝、华北旱 "模式仅出现在 7 月和 8 月,而以华中地区降水正异常中心为中心的三重模式则出现在 6 月。这些模式与 6 月至 7 月北极海冰损失的区域差异密切相关,受到较弱西风射流中传播的罗斯比波和气候变暖时大尺度经向热对比下降的影响。
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引用次数: 0
Anthropogenic effects on tropical cyclones near Western Europe 人类活动对西欧附近热带气旋的影响
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-23 DOI: 10.1038/s41612-024-00721-2
Shuai Wang, Hiroyuki Murakami, William Cooke
There is less consensus on whether human activities have significantly altered tropical cyclone (TC) statistics, given the relatively short duration of reliable observed records. Understanding and projecting TC frequency change is more challenging in certain coastal regions with lower TC activity yet high exposure, such as Western Europe. Here, we show, with large-ensemble simulations, that the observed increase in TC frequency near Western Europe from 1966 to 2020 is likely linked to the anthropogenic aerosol effect. Under a future scenario featuring regionally controlled aerosol emissions and substantially increased greenhouse gas concentrations (Shared Socioeconomic Pathway 5-85), our simulations show a potential decrease in TC frequency near Western Europe by the end of the 21st century. These contrasting trends in historical and future TC frequencies are primarily due to the rise for 1966–2020 and potentially subsequent fall for 2030–2100 in TC genesis frequency in the North Atlantic. The response of large-scale environmental conditions to anthropogenic forcing is found to be crucial in explaining the historical and future changes in TC frequency near Western Europe.
由于可靠的观测记录持续时间相对较短,人们对人类活动是否显著改变了热带气旋(TC)的统计数据还没有达成共识。在某些热带气旋活动较少但暴露程度较高的沿海地区,如西欧,了解和预测热带气旋频率变化更具挑战性。在这里,我们通过大集合模拟表明,1966 年至 2020 年期间在西欧附近观测到的 TC 频率增加很可能与人为气溶胶效应有关。在气溶胶排放受区域控制、温室气体浓度大幅增加的未来情景下(共享社会经济路径 5-85),我们的模拟结果表明,到 21 世纪末,西欧附近的热带气旋频率可能会降低。历史和未来热带气旋频率的这些对比趋势主要是由于北大西洋热带气旋成因频率在 1966-2020 年间上升,以及随后在 2030-2100 年间可能下降。研究发现,大尺度环境条件对人为强迫的响应是解释西欧附近历来和未来热气旋频率变化的关键。
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引用次数: 0
Contribution of anthropogenic influence to the 2022-like Yangtze River valley compound heatwave and drought event 人为因素对 2022 年长江流域复合热浪和干旱事件的影响
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-23 DOI: 10.1038/s41612-024-00720-3
Dong Chen, Shaobo Qiao, Jie Yang, Shankai Tang, Dongdong Zuo, Guolin Feng
In August 2022, an unprecedented compound heatwave and drought event (CHDE) lasting 24 days occurred in the Yangtze River valley (YRV), leading to a severe reduction of the crop, fresh water, and power supply. We constructed a joint cumulative probability distribution of heatwave and drought intensity, and found that the lowest probability-based index (PI) of 0.06 in 2022 was estimated as a 1-in-662-year event over the 1961–2022 climate. We then detected the fingerprint of greenhouse gas forcing to the observed PI in a generalized extreme value framework, but not the aerosol forcing, suggesting the leading contribution of greenhouse gas forcing on such extreme CHDE. Furthermore, anthropogenic influence had increased the probability of such CHDE by more than 10 times compared to the counterfactual climate. Also, the PI decreased from about 0.30 at the present climate to about 0.14 at the 3 °C global warming level, indicating that CHDE will become more extreme over YRV.
2022 年 8 月,长江流域发生了持续 24 天的史无前例的复合热浪和干旱事件(CHDE),导致农作物、淡水和电力供应严重减少。我们构建了热浪和干旱强度的联合累积概率分布,发现 2022 年的最低概率指数(PI)为 0.06,估计为 1961-2022 年气候中 662 年一遇的事件。然后,我们在一个广义极值框架中检测了温室气体对观测到的 PI 的影响,而不是气溶胶的影响,这表明温室气体的影响对这种极端的 CHDE 起着主导作用。此外,与反事实气候相比,人类活动的影响使出现此类 CHDE 的概率增加了 10 倍以上。同时,PI 从目前气候下的约 0.30 降至全球变暖 3 °C 水平下的约 0.14,表明在 YRV 期间 CHDE 将变得更加极端。
{"title":"Contribution of anthropogenic influence to the 2022-like Yangtze River valley compound heatwave and drought event","authors":"Dong Chen,&nbsp;Shaobo Qiao,&nbsp;Jie Yang,&nbsp;Shankai Tang,&nbsp;Dongdong Zuo,&nbsp;Guolin Feng","doi":"10.1038/s41612-024-00720-3","DOIUrl":"10.1038/s41612-024-00720-3","url":null,"abstract":"In August 2022, an unprecedented compound heatwave and drought event (CHDE) lasting 24 days occurred in the Yangtze River valley (YRV), leading to a severe reduction of the crop, fresh water, and power supply. We constructed a joint cumulative probability distribution of heatwave and drought intensity, and found that the lowest probability-based index (PI) of 0.06 in 2022 was estimated as a 1-in-662-year event over the 1961–2022 climate. We then detected the fingerprint of greenhouse gas forcing to the observed PI in a generalized extreme value framework, but not the aerosol forcing, suggesting the leading contribution of greenhouse gas forcing on such extreme CHDE. Furthermore, anthropogenic influence had increased the probability of such CHDE by more than 10 times compared to the counterfactual climate. Also, the PI decreased from about 0.30 at the present climate to about 0.14 at the 3 °C global warming level, indicating that CHDE will become more extreme over YRV.","PeriodicalId":19438,"journal":{"name":"npj Climate and Atmospheric Science","volume":null,"pages":null},"PeriodicalIF":8.5,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s41612-024-00720-3.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141755346","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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npj Climate and Atmospheric Science
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