首页 > 最新文献

Geophysical Research Letters最新文献

英文 中文
Differences in Ultra-Low-Frequency Waves Associated With Dipolarization in the Near-Earth Magnetotail Between Substorms and Pseudosubstorms 亚暴与伪亚暴之间近地磁尾中与双极化相关的超低频波的差异
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-20 DOI: 10.1029/2025GL119529
Kanpatom Kasonsuwan, Yukinaga Miyashita, Suwicha Wannawichian

We studied the characteristics of ultra-low-frequency (ULF) waves associated with dipolarization in the near-Earth plasma sheet for substorms and pseudosubstorms, employing superposed epoch analysis of data from the Time History of Events and Macroscale Interactions during Substorms (THEMIS) spacecraft. We find exponential intensification of ULF waves before dipolarization for both substorms and pseudosubstorms, highlighting Pi2 waves' appearance before Pi1 waves. After rapid growth, the high-frequency portion of the Pi2 waves and the Pi1 waves in a tailward region for pseudosubstorms are notably weaker and decrease faster than those for substorms. These results suggest that instabilities related to high-frequency Pi2 and Pi1 waves are essential for a full-fledged substorm and auroral poleward expansion.

我们研究了亚暴和伪亚暴中近地等离子体片中与双极化相关的超低频(ULF)波的特征,采用了亚暴期间事件时间历史和宏观尺度相互作用(THEMIS)航天器数据的叠加历元分析。我们发现亚暴和伪亚暴在双极化前ULF波呈指数增强,突出显示Pi2波先于Pi1波出现。在快速增长之后,伪亚暴的尾向区Pi2波和Pi1波的高频部分明显弱于亚暴,且下降速度更快。这些结果表明,与高频Pi2和Pi1波相关的不稳定性对于一个成熟的亚暴和极光向极地扩张是必不可少的。
{"title":"Differences in Ultra-Low-Frequency Waves Associated With Dipolarization in the Near-Earth Magnetotail Between Substorms and Pseudosubstorms","authors":"Kanpatom Kasonsuwan,&nbsp;Yukinaga Miyashita,&nbsp;Suwicha Wannawichian","doi":"10.1029/2025GL119529","DOIUrl":"https://doi.org/10.1029/2025GL119529","url":null,"abstract":"<p>We studied the characteristics of ultra-low-frequency (ULF) waves associated with dipolarization in the near-Earth plasma sheet for substorms and pseudosubstorms, employing superposed epoch analysis of data from the Time History of Events and Macroscale Interactions during Substorms (THEMIS) spacecraft. We find exponential intensification of ULF waves before dipolarization for both substorms and pseudosubstorms, highlighting Pi2 waves' appearance before Pi1 waves. After rapid growth, the high-frequency portion of the Pi2 waves and the Pi1 waves in a tailward region for pseudosubstorms are notably weaker and decrease faster than those for substorms. These results suggest that instabilities related to high-frequency Pi2 and Pi1 waves are essential for a full-fledged substorm and auroral poleward expansion.</p>","PeriodicalId":12523,"journal":{"name":"Geophysical Research Letters","volume":"53 4","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2025GL119529","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147315630","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
Representation of Surface Mixed-Layer Eddies Affects the Large-Scale Ventilation of the Global Ocean 地表混合层涡旋的表征影响全球海洋大尺度通风
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-20 DOI: 10.1029/2025GL116872
Takaya Uchida, 内田貴也, Abigail Bodner, Brandon G. Reichl, Alistair J. Adcroft, Baylor Fox-Kemper, Mehmet Ilicak, Mats Bentsen, Gustavo M. Marques, William G. Large

Surface mixed-layer dynamics play a crucial role in modulating the climate as it is the oceanic layer that directly communicates with the atmosphere. The resolution of global ocean models is, however, often restricted to O(1/4°) $mathcal{O}(1/4{}^{circ})$; this is too coarse to adequately resolve mixed-layer processes, and we depend on parametrizations. One of such parametrizations is the mixed-layer eddy (MLE) parametrization. Here, we compare the performance of two MLE parametrizations [Fox-Kemper et al. (2011, https://doi.org/10.1016/j.ocemod.2010.09.002 hereon BFF11) and Bodner et al. (2023, https://doi.org/10.1175/jpo-d-21-0297.1 hereon BOD23)], and document their impact in three global ocean simulations. Upon tuning, and diagnosing submesoscale-permitting truth simulations, the MLE efficiency coefficient in BOD23 ranges between the values of 0.003–0.038, while 0.06 to 0.07 for BFF11. We find that the spatial distribution of mixed-layer depth and ventilation of the abyssal ocean, using the ideal-age tracer and Atlantic Meridional Overturning Circulation as its proxy, are sensitive to the interaction between MLE parametrizations and ocean surface boundary-layer mixing schemes.

表层混合层动力学在调节气候中起着至关重要的作用,因为它是直接与大气通信的海洋层。然而,全球海洋模式的分辨率通常限于O(1/4°)$ mathcal{O}(1/4{}^{circ})$;这太粗糙了,无法充分解决混合层过程,我们依赖于参数化。其中一种参数化是混合层涡(MLE)参数化。在这里,我们比较了两种MLE参数化[Fox-Kemper et al. (2011, https://doi.org/10.1016/j.ocemod.2010.09.002 Here on BFF11)和Bodner et al. (2023, https://doi.org/10.1175/jpo-d-21-0297.1 Here on BOD23)]的性能,并记录了它们在三个全球海洋模拟中的影响。在调整和诊断允许亚中尺度的真实模拟后,BOD23的MLE效率系数在0.003-0.038之间,而BFF11的MLE效率系数在0.06 - 0.07之间。我们发现,以理想年代示踪剂和大西洋经向翻转环流为代表的深海混合层深度和通气的空间分布对MLE参数化和海洋表面边界层混合方案之间的相互作用非常敏感。
{"title":"Representation of Surface Mixed-Layer Eddies Affects the Large-Scale Ventilation of the Global Ocean","authors":"Takaya Uchida,&nbsp;内田貴也,&nbsp;Abigail Bodner,&nbsp;Brandon G. Reichl,&nbsp;Alistair J. Adcroft,&nbsp;Baylor Fox-Kemper,&nbsp;Mehmet Ilicak,&nbsp;Mats Bentsen,&nbsp;Gustavo M. Marques,&nbsp;William G. Large","doi":"10.1029/2025GL116872","DOIUrl":"https://doi.org/10.1029/2025GL116872","url":null,"abstract":"<p>Surface mixed-layer dynamics play a crucial role in modulating the climate as it is the oceanic layer that directly communicates with the atmosphere. The resolution of global ocean models is, however, often restricted to <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>O</mi>\u0000 <mrow>\u0000 <mo>(</mo>\u0000 <mrow>\u0000 <mn>1</mn>\u0000 <mo>/</mo>\u0000 <mn>4</mn>\u0000 <mo>°</mo>\u0000 </mrow>\u0000 <mo>)</mo>\u0000 </mrow>\u0000 </mrow>\u0000 <annotation> $mathcal{O}(1/4{}^{circ})$</annotation>\u0000 </semantics></math>; this is too coarse to adequately resolve mixed-layer processes, and we depend on parametrizations. One of such parametrizations is the mixed-layer eddy (MLE) parametrization. Here, we compare the performance of two MLE parametrizations [Fox-Kemper et al. (2011, https://doi.org/10.1016/j.ocemod.2010.09.002 hereon BFF11) and Bodner et al. (2023, https://doi.org/10.1175/jpo-d-21-0297.1 hereon BOD23)], and document their impact in three global ocean simulations. Upon tuning, and diagnosing submesoscale-permitting truth simulations, the MLE efficiency coefficient in BOD23 ranges between the values of 0.003–0.038, while 0.06 to 0.07 for BFF11. We find that the spatial distribution of mixed-layer depth and ventilation of the abyssal ocean, using the ideal-age tracer and Atlantic Meridional Overturning Circulation as its proxy, are sensitive to the interaction between MLE parametrizations and ocean surface boundary-layer mixing schemes.</p>","PeriodicalId":12523,"journal":{"name":"Geophysical Research Letters","volume":"53 4","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2025GL116872","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147320883","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
Spatiotemporal Characteristics of Tectonic Tremors in California 加利福尼亚构造震动的时空特征
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-19 DOI: 10.1029/2025GL120742
Weifan Lu, Satoshi Ide

California, as a transform plate boundary, provides a distinctive tectonic setting and an ideal natural laboratory for investigating tectonic tremors and the slow deformation associated with plate motion. By analyzing continuous seismic records across multiple stations with an envelope correlation method, we identified ∼83,000 tremor events from 2000 to 2025. These events exhibit waveform characteristics consistent with tectonic tremors observed elsewhere. Beyond the previously documented central section of the San Andreas fault, we identify several new tremor clusters, primarily concentrated near the Mendocino Triple Junction and within the Big Bend segment. Our results suggest that tremor events near the Mendocino Triple Junction may mark the southern edge of the Cascadia subduction zone, while tremor events in the Big Bend region, located within the rupture zone of the 1857 M7.9 Fort Tejon earthquake, could have implications for regional seismic hazard.

加利福尼亚,作为一个变换板块的边界,提供了一个独特的构造环境和一个理想的天然实验室来研究构造震动和与板块运动相关的缓慢变形。通过使用包络相关方法分析多个站点的连续地震记录,我们确定了2000年至2025年的约83,000次震颤事件。这些事件的波形特征与其他地方观测到的构造震动一致。除了先前记录的圣安德烈亚斯断层的中央部分之外,我们发现了几个新的震颤群,主要集中在门多西诺三重交界处附近和大弯曲段内。我们的研究结果表明,门多西诺三重交界处附近的震颤事件可能标志着卡斯卡迪亚俯冲带的南部边缘,而位于1857年7.9级Tejon堡地震破裂带内的大弯曲地区的震颤事件可能对区域地震危险有影响。
{"title":"Spatiotemporal Characteristics of Tectonic Tremors in California","authors":"Weifan Lu,&nbsp;Satoshi Ide","doi":"10.1029/2025GL120742","DOIUrl":"10.1029/2025GL120742","url":null,"abstract":"<p>California, as a transform plate boundary, provides a distinctive tectonic setting and an ideal natural laboratory for investigating tectonic tremors and the slow deformation associated with plate motion. By analyzing continuous seismic records across multiple stations with an envelope correlation method, we identified ∼83,000 tremor events from 2000 to 2025. These events exhibit waveform characteristics consistent with tectonic tremors observed elsewhere. Beyond the previously documented central section of the San Andreas fault, we identify several new tremor clusters, primarily concentrated near the Mendocino Triple Junction and within the Big Bend segment. Our results suggest that tremor events near the Mendocino Triple Junction may mark the southern edge of the Cascadia subduction zone, while tremor events in the Big Bend region, located within the rupture zone of the 1857 M7.9 Fort Tejon earthquake, could have implications for regional seismic hazard.</p>","PeriodicalId":12523,"journal":{"name":"Geophysical Research Letters","volume":"53 4","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2025GL120742","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146231314","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
JWST Discovers the Vertical Structure of Uranus' Ionosphere JWST发现天王星电离层的垂直结构
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-19 DOI: 10.1029/2025GL119304
Paola I. Tiranti, H. Melin, L. Moore, E. M. Thomas, K. L. Knowles, T. S. Stallard, K. Roberts, J. O’Donoghue
<p>On 19 January 2025, the James Webb Space Telescope (JWST) program <span></span><math> <semantics> <mrow> <mi>#</mi> </mrow> <annotation> $mathrm{#}$</annotation> </semantics></math>5073 observed Uranus for almost a full rotation with NIRSpec. We present the first ever vertical ionospheric profiles of <span></span><math> <semantics> <mrow> <msubsup> <mi>H</mi> <mn>3</mn> <mo>+</mo> </msubsup> </mrow> <annotation> ${mathrm{H}}_{3}^{+}$</annotation> </semantics></math> temperature, volumetric density and total emission. Temperature profiles peak between 3,000–4,000 km at all longitudes. Densities peak near 1,000 km with values up to (4.45 <span></span><math> <semantics> <mrow> <mo>±</mo> </mrow> <annotation> $pm $</annotation> </semantics></math> 0.12) × <span></span><math> <semantics> <mrow> <msup> <mn>10</mn> <mn>8</mn> </msup> </mrow> <annotation> ${10}^{8}$</annotation> </semantics></math> <span></span><math> <semantics> <mrow> <msup> <mi>m</mi> <mrow> <mo>−</mo> <mn>3</mn> </mrow> </msup> </mrow> <annotation> ${mathrm{m}}^{-3}$</annotation> </semantics></math>, lower than predicted by 1-D models. We identify two bright <span></span><math> <semantics> <mrow> <msubsup> <mi>H</mi> <mn>3</mn> <mo>+</mo> </msubsup> </mrow> <annotation> ${mathrm{H}}_{3}^{+}$</annotation> </semantics></math> emission regions at 50<span></span><math> <semantics> <mrow> <mo>°</mo> </mrow> <annotation> ${}^{circ}$</annotation> </semantics></math>–110<span></span><math> <semantics> <mrow> <mo>°</mo> </mrow> <annotation> ${}^{circ}$</annotation> </semantics></math>W and 220<span></span><math> <semantics> <mrow> <mo>°</mo> </mrow> <annotation> ${}^{circ}$</annotati
2025年1月19日,詹姆斯·韦伯太空望远镜(JWST)项目#$ $mathrm{#}$5073用NIRSpec观测了天王星几乎一个完整的旋转。我们首次得到了H3+${ mathm {H}}_{3}^{+}$温度、体积密度和总发射的垂直电离层剖面。温度分布在所有经度的3000 - 4000公里之间达到峰值。密度在1,000 km附近达到峰值,值高达(4.45±$pm $ 0.12) × 108${10}^{8}$ m−3${ maththrm {m}}^{-3}$,低于1-D模型的预测值。我们确定两个明亮的H3 + $ { mathrm {H}} _{3} ^{+} $排放地区50°${}^{保监会}-110°{}^{保监会}$ W和220°${}^{保监会}-290°{}^{保监会}W美元,极光附近地区。在190°${}^{circ}$ -240°${}^{circ}$W之间出现明显的发射和密度损耗,可能反映了磁拓扑结构的影响,类似于木星的电离层暗区。这些结果提供了对天王星高层大气的新见解,确认了其长期冷却趋势(426±$pm $ 2 K),并为冰巨电离层和磁层模型提供了关键约束条件。
{"title":"JWST Discovers the Vertical Structure of Uranus' Ionosphere","authors":"Paola I. Tiranti,&nbsp;H. Melin,&nbsp;L. Moore,&nbsp;E. M. Thomas,&nbsp;K. L. Knowles,&nbsp;T. S. Stallard,&nbsp;K. Roberts,&nbsp;J. O’Donoghue","doi":"10.1029/2025GL119304","DOIUrl":"10.1029/2025GL119304","url":null,"abstract":"&lt;p&gt;On 19 January 2025, the James Webb Space Telescope (JWST) program &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;#&lt;/mi&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt; $mathrm{#}$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt;5073 observed Uranus for almost a full rotation with NIRSpec. We present the first ever vertical ionospheric profiles of &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;msubsup&gt;\u0000 &lt;mi&gt;H&lt;/mi&gt;\u0000 &lt;mn&gt;3&lt;/mn&gt;\u0000 &lt;mo&gt;+&lt;/mo&gt;\u0000 &lt;/msubsup&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt; ${mathrm{H}}_{3}^{+}$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt; temperature, volumetric density and total emission. Temperature profiles peak between 3,000–4,000 km at all longitudes. Densities peak near 1,000 km with values up to (4.45 &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mo&gt;±&lt;/mo&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt; $pm $&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt; 0.12) × &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;msup&gt;\u0000 &lt;mn&gt;10&lt;/mn&gt;\u0000 &lt;mn&gt;8&lt;/mn&gt;\u0000 &lt;/msup&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt; ${10}^{8}$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt; &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;msup&gt;\u0000 &lt;mi&gt;m&lt;/mi&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mo&gt;−&lt;/mo&gt;\u0000 &lt;mn&gt;3&lt;/mn&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;/msup&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt; ${mathrm{m}}^{-3}$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt;, lower than predicted by 1-D models. We identify two bright &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;msubsup&gt;\u0000 &lt;mi&gt;H&lt;/mi&gt;\u0000 &lt;mn&gt;3&lt;/mn&gt;\u0000 &lt;mo&gt;+&lt;/mo&gt;\u0000 &lt;/msubsup&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt; ${mathrm{H}}_{3}^{+}$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt; emission regions at 50&lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mo&gt;°&lt;/mo&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt; ${}^{circ}$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt;–110&lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mo&gt;°&lt;/mo&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt; ${}^{circ}$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt;W and 220&lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mo&gt;°&lt;/mo&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt; ${}^{circ}$&lt;/annotati","PeriodicalId":12523,"journal":{"name":"Geophysical Research Letters","volume":"53 4","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2025GL119304","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146223343","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
Semi-Volatile Organic Partitioning Improves Simulation of Biomass Burning Aerosol Mixing State Evolution 半挥发性有机分配改进生物质燃烧气溶胶混合状态演变模拟
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-19 DOI: 10.1029/2025GL120441
Chloe Yuchao Gao, Yiran She, Arthur J. Sedlacek III, Jianmin Chen

Biomass burning aerosols significantly contribute to atmospheric composition and radiative forcing, with black carbon (BC) mixing states critically influencing optical properties and climate impacts. Recent field observations reveal a systematic three-phase evolution in BC coating thickness during plume aging: rapid initial growth, quasi-equilibrium, and gradual coating loss. Current models misrepresent this evolution due to oversimplified treatment of organic aerosol volatility. Here we demonstrate that incorporating semi-volatile organic partitioning through the MATRIX-VBS model fundamentally improves simulation accuracy compared to traditional non-volatile approaches. Evaluation against four field campaigns spanning fresh to aged plumes shows MATRIX-VBS successfully captures the observed three-phase pattern, and global application reveals universal three-phase evolution with substantial regional variations. These advances address critical gaps in aerosol mixing state representation and provide essential improvements for climate model predictions in wildfire-affected regions.

生物质燃烧气溶胶对大气成分和辐射强迫有显著贡献,其中黑碳(BC)混合状态对光学性质和气候影响具有关键影响。最近的现场观测显示,在烟柱老化过程中,BC涂层厚度有系统的三个阶段演变:快速的初始增长、准平衡和逐渐的涂层损失。由于对有机气溶胶挥发性的处理过于简化,目前的模式歪曲了这种演变。在这里,我们证明了与传统的非挥发性方法相比,通过MATRIX-VBS模型结合半挥发性有机分区从根本上提高了仿真精度。对从新鲜到老化羽流的四个现场活动的评估表明,MATRIX-VBS成功捕获了观察到的三相模式,全球应用揭示了具有实质性区域差异的普遍三相演化。这些进展解决了气溶胶混合状态表示的关键空白,并为野火影响地区的气候模式预测提供了必要的改进。
{"title":"Semi-Volatile Organic Partitioning Improves Simulation of Biomass Burning Aerosol Mixing State Evolution","authors":"Chloe Yuchao Gao,&nbsp;Yiran She,&nbsp;Arthur J. Sedlacek III,&nbsp;Jianmin Chen","doi":"10.1029/2025GL120441","DOIUrl":"10.1029/2025GL120441","url":null,"abstract":"<p>Biomass burning aerosols significantly contribute to atmospheric composition and radiative forcing, with black carbon (BC) mixing states critically influencing optical properties and climate impacts. Recent field observations reveal a systematic three-phase evolution in BC coating thickness during plume aging: rapid initial growth, quasi-equilibrium, and gradual coating loss. Current models misrepresent this evolution due to oversimplified treatment of organic aerosol volatility. Here we demonstrate that incorporating semi-volatile organic partitioning through the MATRIX-VBS model fundamentally improves simulation accuracy compared to traditional non-volatile approaches. Evaluation against four field campaigns spanning fresh to aged plumes shows MATRIX-VBS successfully captures the observed three-phase pattern, and global application reveals universal three-phase evolution with substantial regional variations. These advances address critical gaps in aerosol mixing state representation and provide essential improvements for climate model predictions in wildfire-affected regions.</p>","PeriodicalId":12523,"journal":{"name":"Geophysical Research Letters","volume":"53 4","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2025GL120441","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146223434","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
Galileo PLS Plasma Observations During the E12 Europa Flyby Refuting an Encounter With a Cryovolcanic Plume 伽利略PLS等离子体观测在E12欧罗巴飞掠驳斥遭遇低温火山羽流
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-19 DOI: 10.1029/2025GL118475
William. R. Paterson, Glyn. A. Collinson

During Galileo's closest (“E12”) flyby of Europa, a brief burst of wave activity was recorded by the plasma wave instrumentation, PWS. This was speculatively interpreted by Jia et al. (2018, https://doi.org/10.1038/s41550-018-0450-z) as a 2,100 cm−3 spike in plasma densities from a water plume encounter. While the plasma instrument, PLS, could have provided an independent density measurement and resolved ambiguity in the PWS analysis, calibrated PLS data were never published from E12. Here we present high-resolution (∼18 s) PLS moments and velocity distributions from E12. Plasma densities near closest approach were between 398±72cm3 $398mathit{pm }72,{text{cm}}^{-3}$ (assuming m/q=16 $m/q=16$) and 563±103cm3 $563mathit{pm }103,{text{cm}}^{-3}$ (assuming m/q=32 $m/q=32$), in agreement with the original interpretation of PWS densities by Kurth et al. (2001, https://doi.org/10.1016/s0032-0633(00)00156-2). We thus discount a plume encounter. PLS measurements near Europa imply a highly asymmetrical and inhomogeneous ionosphere (as expected). Europa's Alfvén Wings were more compact than expected, implying stronger electrical currents than predicted by existing models.

在伽利略号最接近木卫二(E12)的时候,等离子体波仪器PWS记录下了一次短暂的波活动爆发。Jia等人(2018,https://doi.org/10.1038/s41550-018-0450-z)推测,这是由于与水羽相遇导致等离子体密度出现2100 cm−3的峰值。虽然等离子体仪器PLS可以提供独立的密度测量并解决PWS分析中的歧义,但校准的PLS数据从未从E12发布。在这里,我们展示了E12的高分辨率(~ 18秒)PLS矩和速度分布。最接近的等离子体密度介于398±72cm−3$398mathit{pm}72,{text{cm}}^{-3}$(假设m/q=16$m/q=16$)和563±103cm−3$563mathit{pm}103,{text{cm}}^{-3}$(假设m/q=32$m/q=32$)之间,与Kurth等人(2001,https://doi.org/10.1016/s0032-0633(00)00156-2)对PWS密度的原始解释一致。我们因此忽略了羽流相遇。在木卫二附近的PLS测量表明电离层高度不对称和不均匀(如预期的)。木卫二的阿尔夫萨芬翼比预期的更紧凑,这意味着电流比现有模型预测的更强。
{"title":"Galileo PLS Plasma Observations During the E12 Europa Flyby Refuting an Encounter With a Cryovolcanic Plume","authors":"William. R. Paterson,&nbsp;Glyn. A. Collinson","doi":"10.1029/2025GL118475","DOIUrl":"10.1029/2025GL118475","url":null,"abstract":"<p>During <i>Galileo's</i> closest (“E12”) flyby of Europa, a brief burst of wave activity was recorded by the plasma wave instrumentation, PWS. This was speculatively interpreted by Jia et al. (2018, https://doi.org/10.1038/s41550-018-0450-z) as a 2,100 cm<sup>−3</sup> spike in plasma densities from a water plume encounter. While the plasma instrument, PLS, could have provided an independent density measurement and resolved ambiguity in the PWS analysis, calibrated PLS data were never published from E12. Here we present high-resolution (∼18 s) PLS moments and velocity distributions from E12. Plasma densities near closest approach were between <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mn>398</mn>\u0000 <mo>±</mo>\u0000 <mn>72</mn>\u0000 <mspace></mspace>\u0000 <msup>\u0000 <mtext>cm</mtext>\u0000 <mrow>\u0000 <mo>−</mo>\u0000 <mn>3</mn>\u0000 </mrow>\u0000 </msup>\u0000 </mrow>\u0000 <annotation> $398mathit{pm }72,{text{cm}}^{-3}$</annotation>\u0000 </semantics></math> (assuming <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>m</mi>\u0000 <mo>/</mo>\u0000 <mi>q</mi>\u0000 <mo>=</mo>\u0000 <mn>16</mn>\u0000 </mrow>\u0000 <annotation> $m/q=16$</annotation>\u0000 </semantics></math>) and <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mn>563</mn>\u0000 <mo>±</mo>\u0000 <mn>103</mn>\u0000 <mspace></mspace>\u0000 <msup>\u0000 <mtext>cm</mtext>\u0000 <mrow>\u0000 <mo>−</mo>\u0000 <mn>3</mn>\u0000 </mrow>\u0000 </msup>\u0000 </mrow>\u0000 <annotation> $563mathit{pm }103,{text{cm}}^{-3}$</annotation>\u0000 </semantics></math> (assuming <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>m</mi>\u0000 <mo>/</mo>\u0000 <mi>q</mi>\u0000 <mo>=</mo>\u0000 <mn>32</mn>\u0000 </mrow>\u0000 <annotation> $m/q=32$</annotation>\u0000 </semantics></math>), in agreement with the original interpretation of PWS densities by Kurth et al. (2001, https://doi.org/10.1016/s0032-0633(00)00156-2). We thus discount a plume encounter. PLS measurements near Europa imply a highly asymmetrical and inhomogeneous ionosphere (as expected). Europa's Alfvén Wings were more compact than expected, implying stronger electrical currents than predicted by existing models.</p>","PeriodicalId":12523,"journal":{"name":"Geophysical Research Letters","volume":"53 4","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2025GL118475","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146231310","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
An Abrupt Decrease in Electron Temperature Inside the Ionospheric Density Holes During the Launches of Carrier Rockets 运载火箭发射过程中电离层密度空穴内电子温度的突然下降
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-19 DOI: 10.1029/2025GL119866
Linxuan Zhao, Feng Ding, Xinan Yue, Yihui Cai, Junyi Wang, Xiaolin Li, Su Xu, Xu Zhou, Ning Zhang, Mingyuan Li, Yonghui Wang

Previous observations have demonstrated that rocket exhaust can trigger ionospheric electron density holes and cause electron temperature enhancements during launches. Using high-precision measurements from the Sanya incoherent scatter radar, we discovered a previously overlooked decrease in electron temperature. We report a daytime event and a nighttime event. During daytime, the electron temperature first decreased sharply by ∼650 K within 5.5 min, then increased by ∼1000 K before gradually recovering over ∼1 hr. Multi-beam observations indicated that this cooling was localized near the rocket trajectory, much narrower than the accompanying electron density depletion. Moreover, the ion temperature increased by 550 K. The nighttime electron and ion temperatures decreased by ∼450 and ∼150 K, respectively, without subsequent electron temperature increase. Analysis indicated that these temperature perturbations resulted from the initial expansion cooling following the exhaust injection and the subsequent hole formation, which disrupted the thermal equilibrium in the ionosphere.

以前的观察已经证明,火箭废气可以引发电离层电子密度空穴,并在发射期间引起电子温度升高。利用三亚非相干散射雷达的高精度测量,我们发现了先前被忽视的电子温度下降。我们报告一个白天事件和一个夜间事件。白天,电子温度首先在5.5 min内急剧下降~ 650 K,然后上升~ 1000 K,然后在~ 1小时内逐渐恢复。多束观测表明,这种冷却发生在火箭轨道附近,比伴随的电子密度损耗要窄得多。离子温度提高了550 K。夜间电子和离子温度分别下降了~ 450和~ 150 K,没有随后的电子温度升高。分析表明,这些温度扰动是由于排气喷射后的初始膨胀冷却和随后的空穴形成造成的,这破坏了电离层的热平衡。
{"title":"An Abrupt Decrease in Electron Temperature Inside the Ionospheric Density Holes During the Launches of Carrier Rockets","authors":"Linxuan Zhao,&nbsp;Feng Ding,&nbsp;Xinan Yue,&nbsp;Yihui Cai,&nbsp;Junyi Wang,&nbsp;Xiaolin Li,&nbsp;Su Xu,&nbsp;Xu Zhou,&nbsp;Ning Zhang,&nbsp;Mingyuan Li,&nbsp;Yonghui Wang","doi":"10.1029/2025GL119866","DOIUrl":"10.1029/2025GL119866","url":null,"abstract":"<p>Previous observations have demonstrated that rocket exhaust can trigger ionospheric electron density holes and cause electron temperature enhancements during launches. Using high-precision measurements from the Sanya incoherent scatter radar, we discovered a previously overlooked decrease in electron temperature. We report a daytime event and a nighttime event. During daytime, the electron temperature first decreased sharply by ∼650 K within 5.5 min, then increased by ∼1000 K before gradually recovering over ∼1 hr. Multi-beam observations indicated that this cooling was localized near the rocket trajectory, much narrower than the accompanying electron density depletion. Moreover, the ion temperature increased by 550 K. The nighttime electron and ion temperatures decreased by ∼450 and ∼150 K, respectively, without subsequent electron temperature increase. Analysis indicated that these temperature perturbations resulted from the initial expansion cooling following the exhaust injection and the subsequent hole formation, which disrupted the thermal equilibrium in the ionosphere.</p>","PeriodicalId":12523,"journal":{"name":"Geophysical Research Letters","volume":"53 4","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2025GL119866","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147287316","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
Biogeophysical Impact of Land-Use Scenarios on Holocene Surface Temperatures 土地利用情景对全新世地表温度的生物地球物理影响
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-18 DOI: 10.1029/2025GL118518
Peter O. Hopcroft, Behnaz Pirzamanbin, Kees Klein Goldewijk, Johan Lindström, Andria Dawson, Jed O. Kaplan, Furong Li, Marie-José Gaillard

Reconstructions and simulations disagree on whether the Holocene exhibited a long-term cooling or warming signal. Anthropogenic land-use could be an important forcing regionally, but available population-based estimates differ widely. We examine transient Holocene climate model simulations forced with three population-based disturbed-land reconstructions and compare this with a fourth scenario derived entirely from fossil pollen records. The direct biophysical temperature effects are broadly similar across the scenarios but the pollen-based product suggests an earlier onset of disturbance, particularly in China and accounting for its limited spatial coverage, falls closer to the upper limit of the existing uncertainty range. Impacts in many areas begin during the mid-Holocene but emergence of a signal varies spatially with earliest impacts over Europe, China and the North Atlantic. Significant uncertainties remain, and these could be tackled by improving the representation of land-use effects in climate models or by merging different information sources related to Holocene land-use.

重建和模拟在全新世是否表现出长期的变冷或变暖信号上存在分歧。人为的土地利用可能是一个重要的区域强迫,但现有的基于人口的估计差异很大。我们研究了三种基于种群的扰动土地重建的瞬态全新世气候模型模拟,并将其与完全来自化石花粉记录的第四种情景进行了比较。直接的生物物理温度效应在所有情景中大致相似,但基于花粉的产品表明,干扰开始得更早,特别是在中国,考虑到其有限的空间覆盖,更接近现有不确定性范围的上限。许多地区的影响始于全新世中期,但信号的出现在空间上有所不同,最早的影响发生在欧洲、中国和北大西洋。重大的不确定性仍然存在,这些不确定性可以通过改善气候模式中土地利用效应的表示或通过合并与全新世土地利用相关的不同信息源来解决。
{"title":"Biogeophysical Impact of Land-Use Scenarios on Holocene Surface Temperatures","authors":"Peter O. Hopcroft,&nbsp;Behnaz Pirzamanbin,&nbsp;Kees Klein Goldewijk,&nbsp;Johan Lindström,&nbsp;Andria Dawson,&nbsp;Jed O. Kaplan,&nbsp;Furong Li,&nbsp;Marie-José Gaillard","doi":"10.1029/2025GL118518","DOIUrl":"10.1029/2025GL118518","url":null,"abstract":"<p>Reconstructions and simulations disagree on whether the Holocene exhibited a long-term cooling or warming signal. Anthropogenic land-use could be an important forcing regionally, but available population-based estimates differ widely. We examine transient Holocene climate model simulations forced with three population-based disturbed-land reconstructions and compare this with a fourth scenario derived entirely from fossil pollen records. The direct biophysical temperature effects are broadly similar across the scenarios but the pollen-based product suggests an earlier onset of disturbance, particularly in China and accounting for its limited spatial coverage, falls closer to the upper limit of the existing uncertainty range. Impacts in many areas begin during the mid-Holocene but emergence of a signal varies spatially with earliest impacts over Europe, China and the North Atlantic. Significant uncertainties remain, and these could be tackled by improving the representation of land-use effects in climate models or by merging different information sources related to Holocene land-use.</p>","PeriodicalId":12523,"journal":{"name":"Geophysical Research Letters","volume":"53 4","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2025GL118518","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146231358","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
Three-Dimensional Characteristics and Dominant Forcing Mechanisms of Third Waves Generated by Nonlinear Near-Inertial Wave and Internal Tide Interactions 非线性近惯性波与内潮相互作用产生第三波的三维特征及其主导强迫机制
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-18 DOI: 10.1029/2025GL120443
Yankun Gong, Lu Chen, Minghao Liu, Jiexin Xu, Zhiwu Chen, Shuqun Cai

Nonlinear interactions between internal tides (ITs) and near-inertial waves (NIWs) generate the “third waves” at frequencies corresponding to the sum of IT and NIW frequencies. The third waves drive oceanic energy cascade, yet under what conditions these waves are generated remain poorly quantified. This study employs an integrated approach combining multi-mooring observations, causality analysis, and high-resolution regional simulations (i.e., 2 km, 60 levels) in the Northern South China Sea (NSCS) to address this knowledge gap. Both field observations and numerical simulations reveal that at stations near the tropical cyclone (TC) track, third-wave kinetic energy doubled after TC passage, while vertical penetration depths dramatically shoaled. Causality analysis demonstrates that NIWs dominate third-wave generation at these sites, exceeding IT contributions by a factor of 9.4. In contrast, tide-dominated stations farther from TC path showed slight energy increases with balanced NIW-IT contributions. This study provides the first three-dimensional, causality-constrained perspective on how TC and ITs selectively control third-wave generation through nonlinear interactions.

内潮(ITs)和近惯性波(NIW)之间的非线性相互作用产生“第三波”,其频率对应于内潮和近惯性波的频率之和。第三波驱动海洋能量级联,然而在什么条件下产生这些波仍然很难量化。本研究采用了一种综合方法,将南海北部(NSCS)的多系泊观测、因果分析和高分辨率区域模拟(即2公里、60层)相结合,以解决这一知识差距。野外观测和数值模拟结果表明,在热带气旋路径附近的站点,第三波动能在气旋通过后增加了一倍,垂直穿透深度明显变浅。因果关系分析表明,在这些站点中,NIWs主导着第三次浪潮,超过IT贡献的9.4倍。相比之下,远离TC路径的潮汐主导站的能量略有增加,NIW-IT贡献平衡。这项研究提供了第一个三维的、因果约束的视角,说明TC和ITs如何通过非线性相互作用选择性地控制第三波的产生。
{"title":"Three-Dimensional Characteristics and Dominant Forcing Mechanisms of Third Waves Generated by Nonlinear Near-Inertial Wave and Internal Tide Interactions","authors":"Yankun Gong,&nbsp;Lu Chen,&nbsp;Minghao Liu,&nbsp;Jiexin Xu,&nbsp;Zhiwu Chen,&nbsp;Shuqun Cai","doi":"10.1029/2025GL120443","DOIUrl":"10.1029/2025GL120443","url":null,"abstract":"<p>Nonlinear interactions between internal tides (ITs) and near-inertial waves (NIWs) generate the “third waves” at frequencies corresponding to the sum of IT and NIW frequencies. The third waves drive oceanic energy cascade, yet under what conditions these waves are generated remain poorly quantified. This study employs an integrated approach combining multi-mooring observations, causality analysis, and high-resolution regional simulations (i.e., 2 km, 60 levels) in the Northern South China Sea (NSCS) to address this knowledge gap. Both field observations and numerical simulations reveal that at stations near the tropical cyclone (TC) track, third-wave kinetic energy doubled after TC passage, while vertical penetration depths dramatically shoaled. Causality analysis demonstrates that NIWs dominate third-wave generation at these sites, exceeding IT contributions by a factor of 9.4. In contrast, tide-dominated stations farther from TC path showed slight energy increases with balanced NIW-IT contributions. This study provides the first three-dimensional, causality-constrained perspective on how TC and ITs selectively control third-wave generation through nonlinear interactions.</p>","PeriodicalId":12523,"journal":{"name":"Geophysical Research Letters","volume":"53 4","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2025GL120443","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146223347","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
Deep Neural Network Based Scale-Adaptive Cloud Vertical Overlap Parameterization 基于深度神经网络的尺度自适应云垂直重叠参数化
IF 4.6 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-02-18 DOI: 10.1029/2024GL112803
Xin Wu, Feng Zhang, Hua Zhang, Haixia Xiao, Guoxing Chen

Cloud vertical overlap has important implications for cloud radiative effects in climate models. Due to its spatiotemporal complexity, it is difficult to simulate cloud overlap in climate models. Decorrelation length (L $L$) is crucial for depicting the vertical overlap of clouds in climate models. This study introduces a scale-adaptive L $L$ parameterization scheme, which can be integrated into climate models. The study considered three atmospheric statistics and dynamic factors: latitude, wind vertical shear, and horizontal grid scale, to develop an L $L$ parameterization scheme by deep neural network (DNN). For different resolutions, the simulation accuracy of this parameterization scheme can basically be maintained at R2 ${R}^{2}$ above 0.9, which significantly surpasses that of other traditional overlap schemes. The parameterization scheme can be seamlessly integrated into the climate model and has the potential to improve the simulation accuracy of cloud vertical overlap, thereby enhancing the model's capability to accurately depict cloud radiation effects.

云垂直重叠对气候模式中的云辐射效应具有重要意义。由于其时空复杂性,在气候模式中很难模拟云重叠。去相关长度(L$L$)对于描述气候模式中云的垂直重叠是至关重要的。本文提出了一种尺度自适应的L$L$参数化方案,该方案可集成到气候模式中。研究考虑了纬度、风垂直切变和水平格网尺度三个大气统计和动力因子,建立了基于深度神经网络(DNN)的L$L$参数化方案。在不同分辨率下,该参数化方案的模拟精度基本保持在R2${R}^{2}$ 0.9以上,明显优于其他传统重叠方案。该参数化方案可以无缝集成到气候模式中,有可能提高云垂直重叠的模拟精度,从而增强模式准确描述云辐射效应的能力。
{"title":"Deep Neural Network Based Scale-Adaptive Cloud Vertical Overlap Parameterization","authors":"Xin Wu,&nbsp;Feng Zhang,&nbsp;Hua Zhang,&nbsp;Haixia Xiao,&nbsp;Guoxing Chen","doi":"10.1029/2024GL112803","DOIUrl":"10.1029/2024GL112803","url":null,"abstract":"<p>Cloud vertical overlap has important implications for cloud radiative effects in climate models. Due to its spatiotemporal complexity, it is difficult to simulate cloud overlap in climate models. Decorrelation length (<span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>L</mi>\u0000 </mrow>\u0000 <annotation> $L$</annotation>\u0000 </semantics></math>) is crucial for depicting the vertical overlap of clouds in climate models. This study introduces a scale-adaptive <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>L</mi>\u0000 </mrow>\u0000 <annotation> $L$</annotation>\u0000 </semantics></math> parameterization scheme, which can be integrated into climate models. The study considered three atmospheric statistics and dynamic factors: latitude, wind vertical shear, and horizontal grid scale, to develop an <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>L</mi>\u0000 </mrow>\u0000 <annotation> $L$</annotation>\u0000 </semantics></math> parameterization scheme by deep neural network (DNN). For different resolutions, the simulation accuracy of this parameterization scheme can basically be maintained at <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <msup>\u0000 <mi>R</mi>\u0000 <mn>2</mn>\u0000 </msup>\u0000 </mrow>\u0000 <annotation> ${R}^{2}$</annotation>\u0000 </semantics></math> above 0.9, which significantly surpasses that of other traditional overlap schemes. The parameterization scheme can be seamlessly integrated into the climate model and has the potential to improve the simulation accuracy of cloud vertical overlap, thereby enhancing the model's capability to accurately depict cloud radiation effects.</p>","PeriodicalId":12523,"journal":{"name":"Geophysical Research Letters","volume":"53 4","pages":""},"PeriodicalIF":4.6,"publicationDate":"2026-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2024GL112803","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146210373","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
期刊
Geophysical Research Letters
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1