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A Physically Consistent Particle Size Distribution Modeling of the Microphysics of Precipitation for Weather and Climate Models 用于天气和气候模式的降水微物理的物理一致粒度分布模拟
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-11 DOI: 10.1029/2025GL118545
Francisco J. Tapiador, Kyuhee Shin, Livia J. Leganés, Kyo-Sun Lim, Gabriela Juárez, Wonbae Bang, Andrés Navarro, Raúl Martín, Sun-Young Park, GyuWon Lee

The probability density function of drops is difficult to model. Current approaches make assumptions that are often problematic, as they allow negative values for the mean of the distribution. While the statistical goodness of fit of those models might be reasonable for precipitation radar estimation, the situation is unsatisfactory if a fully consistent physical modeling of precipitation across scales is desired. This is the case of weather and climate models. This paper discusses a model that satisfies mathematical and physical consistency. The model can be seamlessly integrated into the parameterizations of the microphysics of precipitation and is tested on an extensive disdrometer data set. Comparison with existing models shows that the new method has substantial practical and theoretical advantages. The research has implications in elucidating the role of clouds in the climate sensitivity of climate models.

水滴的概率密度函数很难建模。目前的方法所做的假设往往是有问题的,因为它们允许分布的平均值为负值。虽然这些模型的统计拟合优度对于降水雷达估计可能是合理的,但如果需要跨尺度降水的完全一致的物理模拟,情况就不令人满意了。这就是天气和气候模型的情况。本文讨论了一个满足数学和物理一致性的模型。该模型可以无缝地集成到降水微物理的参数化中,并在大量的分差仪数据集上进行了测试。与现有模型的比较表明,新方法具有很大的实用和理论优势。该研究有助于阐明云在气候模式的气候敏感性中的作用。
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引用次数: 0
Attributing Long-Term Trends in Marine Low Cloud Morphologies to Aerosols and Large-Scale Meteorology With Deep Learning 利用深度学习将海洋低云形态的长期趋势归因于气溶胶和大尺度气象学
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-11 DOI: 10.1029/2025GL119682
Jihu Liu, Yang Cao, Yuanyuan Wu, Yannian Zhu, Daniel Rosenfeld, Yu Zhang, Kang-En Huang, Minghuai Wang

The response of marine low-cloud mesoscale morphologies to climate change and emission reductions remains poorly understood. Here, we link long-term trends in six cloud morphologies to variations in large-scale meteorology and aerosols. The trends show strong spatial heterogeneity, with closed and disorganized mesoscale cellular convection decreasing in the Northeast Pacific and Southeast Atlantic. We develop a deep learning model (UMorNet) to predict instantaneous cloud morphologies from meteorology and cloud droplet number concentration (Nd), a proxy for aerosols. UMorNet achieves an average test accuracy of 0.55 and captures spatial patterns of climatology and long-term trends. Out-of-sample test with a marine heatwave event further demonstrates the model's performance. Sensitivity experiments identify Nd, marine cold-air outbreak index, sea surface temperature, and inversion strength as key drivers. Different responses of clustered Cu and suppressed Cu to Nd was identified. These findings highlight the potential role of aerosols in shaping cloud morphological changes.

海洋低云中尺度形态对气候变化和减排的响应仍然知之甚少。在这里,我们将六种云形态的长期趋势与大尺度气象学和气溶胶的变化联系起来。该趋势表现出较强的空间异质性,在东北太平洋和东南大西洋,封闭和无序的中尺度细胞对流逐渐减少。我们开发了一个深度学习模型(UMorNet),从气象学和云滴数浓度(Nd)(气溶胶的代理)来预测瞬时云形态。UMorNet的平均测试精度为0.55,并捕获了气候学的空间格局和长期趋势。通过一次海洋热浪事件的样本外测试进一步验证了模型的性能。敏感性实验发现Nd、海洋冷空气爆发指数、海面温度和逆温强度是关键驱动因素。发现簇态Cu和抑制态Cu对Nd的响应不同。这些发现强调了气溶胶在形成云形态变化中的潜在作用。
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引用次数: 0
Lower Glacial Oxygen in the Eastern Equatorial Pacific Concentrated in the Deep Sea 东赤道太平洋冰川下的氧气集中在深海
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-11 DOI: 10.1029/2025GL119372
Wanyi Lu, Delia W. Oppo, Xiaoying Jiang, Haowen Dang, Zhimin Jian

Oxygen in the global oceans has declined since the 1960s, including in the Eastern Equatorial Pacific (EEP). Reconstructions of EEP glacial oxygenation help advance understanding of current and projected ocean deoxygenation. Previous estimates of the glacial oxygen deficient zones (ODZs) in the upper EEP are poorly constrained. Here we include sediment cores that extend shallower into the ODZ and quantitatively reconstruct the glacial oxygen depth profile. We find glacial oxygen levels were similar or slightly lower than modern in the upper-intermediate ocean and much lower in the deep EEP. We estimate ∼95% of the lower glacial oxygen occurred in the deep EEP. This contrasts with modern, where only 67% of oxygen loss is in the deep ocean, and could be due to a smaller role of temperature-dependent oxygen solubility in modulating oxygen on longer timescales and/or a longer ocean response time to record oxygen changes at depths during glacial times.

自20世纪60年代以来,包括东赤道太平洋(EEP)在内的全球海洋中的氧气已经减少。EEP冰川氧合的重建有助于加深对当前和预测的海洋脱氧的理解。以往对EEP上部冰川缺氧带(ODZs)的估计缺乏约束。在这里,我们包括了延伸到ODZ较浅的沉积物岩心,并定量地重建了冰川氧深度剖面。我们发现,中上层海洋的冰川氧含量与现代相似或略低,而深层EEP则低得多。我们估计约95%的低冰期氧气发生在深EEP。这与现代形成了鲜明对比,在现代,只有67%的氧气损失在深海中,这可能是由于在更长时间尺度上,温度依赖性氧溶解度在调节氧气方面的作用较小,或者在冰川时期,海洋对记录深度氧气变化的响应时间更长。
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引用次数: 0
Projected Late 21st Century Warming Unprecedented in Northwest China in a Holocene Context 全新世背景下中国西北地区21世纪后期预估的前所未有的变暖
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-11 DOI: 10.1029/2025GL117890
Jianglin Wang, Byron A. Steinman, Fredrik Charpentier Ljungqvist, Yunfa Miao, Bao Yang

Northwest China is facing socio-environmental challenges linked to ongoing climatic warming. However, a scarcity of regional paleorecord syntheses limits our understanding of natural long-term climate variability in the region and hinders the contextualization of contemporary warming. Here, we present paleorecord syntheses for both summer and annual temperatures during the Holocene based on a range of lacustrine sediment records from northwest China, with consideration of chronological uncertainties within records. The syntheses show similar summer and annual temperature variations, including peak warmth at ∼9000 years BP, followed by a 2000-year cooling trend, and stable temperatures thereafter. These variations may reflect inter-seasonal impact of summer insolation forcing through climate feedbacks (e.g., Arctic sea-ice cover) that are still not well represented in climate models. The early-Holocene peak warmth was >1.0°C warmer than the 20th century mean warmth, but is expected to be exceeded during the 21st century even under a low emission scenario.

中国西北地区正面临着与持续气候变暖相关的社会环境挑战。然而,区域古记录合成的缺乏限制了我们对该地区自然长期气候变率的理解,并阻碍了当代变暖的背景化。在此,我们基于中国西北部一系列湖泊沉积记录,综合了全新世夏季和年温度的古记录,并考虑了记录内的年代不确定性。综合结果显示出相似的夏季和年温度变化,包括约9000年BP的峰值温度,随后是2000年的降温趋势,此后温度稳定。这些变化可能反映了夏季日照强迫通过气候反馈(如北极海冰覆盖)产生的季节间影响,而气候模式仍未很好地反映这种影响。early-Holocene峰值温暖的在1.0°C比20世纪意味着温暖温暖,但预计将超过在21世纪即使在低排放场景。
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引用次数: 0
Benchmarking the Dynamic Modes of Stratosphere-Troposphere Coupling in Northern Annular Modes (NAM) in CMIP6 Models CMIP6模式中北环模(NAM)平流层-对流层耦合动力模态的基准化
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-11 DOI: 10.1029/2025GL121278
Gang Chen, Xiuyuan Ding

The downward influence of extreme stratospheric events is typically described by the evolution of the Northern Annular Mode (NAM) across atmospheric levels. However, the dynamics and uncertainty in vertical coupling are not fully resolved. By applying the linear inverse model (LIM) to daily, multi-level NAM indices from reanalysis and CMIP6 models, we show that the leading eigenmode of NAM displays a deep structure extending from the stratosphere to the surface, with an e-folding timescale of about 30 days in reanalysis data. This stratospheric mode captures the downward propagation of NAM anomalies during weak polar vortex events, further supported by the LIM simulations forced by white noise. Analysis of inter-model spread suggests that the LIM-based estimates can reduce the uncertainty in the surface response to stratospheric extreme events by more than 50%. These findings provide dynamic insights into stratosphere-troposphere coupling of NAM and its representations in climate models.

极端平流层事件的向下影响通常由北环模态(NAM)跨大气水平的演变来描述。然而,垂直耦合的动力学和不确定性并没有完全解决。将线性逆模型(LIM)应用于再分析和CMIP6模式的逐日、多层次NAM指数,我们发现NAM的主特征模态表现为从平流层延伸到地面的深层结构,其电子折叠时间尺度约为30 d。这种平流层模式捕获了弱极涡事件期间NAM异常的向下传播,进一步得到了白噪声强迫LIM模拟的支持。模式间传播分析表明,基于limm的估算可以将地表对平流层极端事件响应的不确定性降低50%以上。这些发现为不结盟运动的平流层-对流层耦合及其在气候模式中的表现提供了动态见解。
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引用次数: 0
Antarctic Meltwater Accelerates Southern Ocean Evolution Under Projected Atmospheric Warming 在预估的大气变暖下,南极融水加速了南大洋的演变
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-11 DOI: 10.1029/2025GL119952
Irena Vaňková, Matthew Hoffman, Xylar Asay-Davis, Carolyn Branecky Begeman, Darin Comeau, Stephen F. Price, Jonathan Wolfe

Increasing basal meltwater from Antarctic ice shelves may impact the Southern Ocean properties that feed back on the rate of melting. We investigate this feedback in a high-emissions scenario using an Earth-system model with interactive ice-shelf basal melting, an improvement on previous studies that did not have the capability to evolve melt rates and the ocean state self-consistently. We find that when interactive melt increases, it primarily accelerates the evolution of a spatial pattern of continental shelf warming and cooling that is initiated by freshening and sea-ice formation decline due to projected atmospheric warming. The competition between enhanced warming at depth from reduced ventilation and enhanced continental shelf cooling from reduced dense water export leads to net ${sim} $35% reduction in ice-shelf meltwater input into the Southern Ocean over the 21st century. Omitting this feedback introduces a bias in the timing of projected ocean-melt-driven ice loss from Antarctica.

来自南极冰架的基底融水的增加可能会影响南大洋的性质,这些性质对融化速度有反馈作用。我们使用具有相互作用的冰架基底融化的地球系统模型在高排放情景下研究了这种反馈,这是对以前的研究的改进,这些研究没有能力自一致地演变融化速率和海洋状态。我们发现,当相互作用融化增加时,它主要加速了大陆架增温和降温的空间格局的演变,这种格局是由预估的大气变暖导致的新生和海冰形成减少所引发的。由于通风减少导致的深度增温和稠密水输出减少导致的大陆架降温之间的竞争,导致21世纪进入南大洋的冰架融水净减少约35%。忽略这一反馈会在预测由海洋融化引起的南极冰损失的时间上造成偏差。
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引用次数: 0
High-Precision Aftershock Distribution Highlights the Complex Fault Geometry of the 2024 Mw 7.5 Noto Peninsula Earthquake 高精度余震分布凸显了2024年诺托半岛7.5 Mw地震的复杂断层几何形状
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-11 DOI: 10.1029/2025GL118413
Hidenobu Takahashi, Yasuhira Aoyagi, Keisuke Yoshida, Haruo Kimura, Eiji Kurashimo, Shinichi Sakai

We deployed 30 temporary seismic stations around the source region of the 2024 Mw 7.5 Noto Peninsula earthquake to investigate the relationship between mainshock rupture and fault geometry. Using machine learning techniques, we detected and precisely located 46,252 aftershocks, revealing several fault planes corresponding to active faults ruptured during the mainshock. Two subparallel landward-dipping planar structures were identified near the mainshock hypocenter, converging westward to the Wajima-Oki segment. This geometry suggests that complex rupture episodes near the hypocenter resulted from successive ruptures on adjacent fault planes rather than slip on a single plane. At the western edge of the 2024 rupture area, aftershocks extend close to but rarely occur on the fault that ruptured during the 2007 Mw 6.7 earthquake, suggesting that the 2024 earthquake did not re-rupture the same faults of the 2007 earthquake.

我们在2024年诺托半岛7.5 Mw地震的震源区周围部署了30个临时地震台站,以研究主震破裂与断层几何形状之间的关系。利用机器学习技术,我们检测并精确定位了46,252次余震,揭示了主震期间活动断层破裂的几个断层面。在主震震源附近发现了两个近平行的向陆倾平面构造,向西汇聚到和岛-冲段。这种几何形状表明,震源附近的复杂破裂事件是由相邻断层面的连续破裂造成的,而不是单一断层面的滑动。在2024年断裂带的西部边缘,余震向2007年Mw 6.7地震破裂的断层附近延伸,但很少发生,这表明2024年地震没有再次破裂2007年地震的同一断层。
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引用次数: 0
Diverging Spring Warming and Growing Season Shifts Across Eurasia and North America Under Future Climate 在未来气候下欧亚大陆和北美的春季暖季和生长期变化
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-11 DOI: 10.1029/2025GL120295
Shuzhen Hu, Lu Wang, Tianjun Zhou, Pang-Chi Hsu, Xiaolong Chen

Springtime warming over Northern Mid-High-latitude Land profoundly affects plant life cycles and water resources, yet large model uncertainty limits climate risk assessment. Here, we develop a novel emergent constraint that targets the key uncertainty source—model divergence in surface-albedo feedback linked to historical snowmelt sensitivity. This approach halves the spread of projected warming and reveals a pronounced geographical asymmetry. Under the high-emission scenario (SSP5-8.5), current climate models underestimate end-of-century warming over Eurasia by 0.80°C but overestimate it over North America by 0.44°C. These refined projections substantially alter ecological outcomes: the start of the growing season is predicted to advance by about 18 days in Eurasia and 8 days in North America, representing a 3-day greater advance and 1-day delay compared with original estimates. Our findings offer a more reliable basis for assessing climate change impacts on ecosystems and water resources and highlight the urgency of region-specific adaptation strategies.

北部中高纬度地区春季变暖深刻影响植物生命周期和水资源,但较大的模式不确定性限制了气候风险评估。在这里,我们开发了一个新的紧急约束,目标是与历史融雪敏感性相关的地表反照率反馈中的关键不确定性源模型发散。这种方法将预估变暖的范围减半,并显示出明显的地理不对称性。在高排放情景(SSP5-8.5)下,目前的气候模式将欧亚大陆的世纪末变暖低估了0.80℃,而将北美的世纪末变暖高估了0.44℃。这些改进后的预测结果大大改变了生态结果:预计欧亚大陆和北美的生长期开始时间分别提前约18天和8天,与最初的估计相比,提前了3天,推迟了1天。我们的研究结果为评估气候变化对生态系统和水资源的影响提供了更可靠的基础,并强调了制定特定区域适应战略的紧迫性。
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引用次数: 0
How Does the Magnetosphere-Ionosphere Current System Respond to Solar Flares? 磁层-电离层电流系统如何响应太阳耀斑?
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-11 DOI: 10.1029/2025GL119290
Hongkai Tang, Jing Liu, Xuanqing Liu, Xiangyu Niu, Jiawei Zhang, Shuhan Li

While the isolated effects of solar flares on low-latitude ionospheric electrodynamics have been well documented, the coupled system response of the equatorial electrojet (EEJ), auroral electrojet (AEJ), field-aligned currents (FACs), and asymmetric ring current (ASY-H) remains poorly understood. This study statistically analyzes 1,657 X/M-class flares (2001–2017) to quantify rapid electrodynamic changes across current systems. Our results indicate (a) flare intensity-dependent enhancements in eastward EEJ, suppressed equatorial ionospheric vertical drift (Vz), and increased ASY-H; (b) negligible flare influence on AEJ; and (c) R2 FACs intensification in the dusk sector, linking ionospheric dynamics to asymmetric ring current perturbations. These observations reveal transient electrodynamic coupling within the geospace associated with flares, independent of solar wind forcing, advancing understanding of flare-driven ionosphere-magnetosphere interactions.

虽然太阳耀斑对低纬度电离层电动力学的孤立影响已经被很好地记录下来,但赤道电喷流(EEJ)、极光电喷流(AEJ)、场向电流(FACs)和不对称环电流(hy - h)的耦合系统响应仍然知之甚少。本研究统计分析了1657个X/ m级耀斑(2001-2017),以量化当前系统的快速电动力学变化。结果表明:(a)东EEJ耀斑强度增强,赤道电离层垂直漂移(Vz)受到抑制,y- h增大;(b)耀斑对AEJ的影响可忽略不计;(c)黄昏扇区R2 FACs增强,将电离层动力学与不对称环电流扰动联系起来。这些观测揭示了与耀斑相关的地球空间内的瞬态电动力学耦合,独立于太阳风强迫,促进了对耀斑驱动的电离层-磁层相互作用的理解。
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引用次数: 0
Tide-Modulated Ocean-to-Earth Energy Conversion Quantified With Coastal Fiber Sensing 潮汐调制海洋到地球的能量转换量化与海岸光纤传感
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-11 DOI: 10.1029/2025GL120302
Justin Yen-Ting Ko, Kun-Chi Ho, Chun-Hung Lin, Hsin-Hua Huang, Ho-Han Hsu, Chen-Fen Huang, Hao Kuo-Chen, Hou-Sheng Cheng, Yao Hsu, En-Shi Wu, Hsi-An Chen, Yu-Fang Ma, Hung-Yi Wu, Po-Yin Lin, Yu-Hsian Chen, Wei-Jong Tien, Bo-Yu Siao, Hui-Yu Wu

Quantifying how incident ocean waves transfer energy into seismic surface waves along the nearshore is essential for understanding coastal hazards and Earth–ocean coupling, yet time-resolved in situ estimates have been scarce. Here we use a beach-deployed distributed acoustic sensing array co-located with an ocean-bottom node to directly measure the conversion efficiency from wave impacts to Rayleigh-type ground motion at 4–12 Hz. Frequency–wavenumber analysis, beamforming, and local back-projection consistently locate sources along a fixed, wave-breaking coastal segment, while particle-motion ellipticity confirms the Rayleigh character. Calibrating distributed acoustic sensing strain to ground velocity and combining nearshore wave energetics yields an energy-conversion efficiency on the order of 10−6. The efficiency is strongly modulated by tide, with high-tide conditions enhancing coupling even though the source region remains stationary. Our results establish a quantitative benchmark for dynamic ocean-to-Earth energy transfer at the land–sea interface and provide a generalizable framework for coastal monitoring using existing fiber infrastructure.

量化入射海浪如何沿近岸将能量转化为地震表面波对于了解海岸灾害和地球-海洋耦合至关重要,但时间分辨的原位估计很少。在这里,我们使用海滩部署的分布式声传感阵列与海底节点共同定位,直接测量从波浪冲击到4-12 Hz瑞利型地面运动的转换效率。频率波数分析、波束形成和局部反向投影一致地沿固定的破碎海岸段定位源,而粒子运动椭圆性证实了瑞利特征。将分布式声传感应变与地面速度校准,并结合近岸波能量学,可以得到10−6量级的能量转换效率。效率受潮汐的强烈调制,即使源区保持平稳,高潮条件也会增强耦合。我们的研究结果为陆地-海洋界面的动态海洋-地球能量转移建立了定量基准,并为利用现有光纤基础设施进行沿海监测提供了一个可推广的框架。
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引用次数: 0
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Geophysical Research Letters
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