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In Situ Measurements of Ice and Snow Emissivity in the Far-Infrared 冰雪发射率的远红外原位测量
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2025-12-09 DOI: 10.1029/2025EA004350
L. Warwick, H. Oetjen, J. Murray, S. Panditharatne, H. Brindley, D. Schuettemeyer, X. Chen, X. Huang

This paper describes the first field deployment of the Far INfrarEd Spectrometer for Surface Emissivity far-infrared Fourier transform spectrometer to an Arctic environment and shows retrievals of the emissivity of ice and snow in the wavenumber range 400–1,200 cm−1 at viewing angles of 35° and 50°. The retrieved ice emissivity shows a variation of 0.05 between the peak value at around 950 cm−1 and the minimum value at around 750 cm−1. The emissivity is also between 0.01 and 0.02 lower for the higher viewing angle. The emissivity of snow is higher and shows less variation with both viewing angle and wavenumber but it is 0.01 less than one below 900 cm−1. This has implications for remote sensing and climate modeling in this wavenumber range as it implies that both the spectral and angular variation of emissivity must be taken into account. The retrieved ice emissivity agrees well with the emissivity modeled using Fresnel equations. The retrieved snow emissivity agrees well with modeled snow emissivity but further independent measurements of the snow physical properties are needed to test the performance of the model in the far infrared.

本文介绍了在北极环境中首次使用远红外表面发射率傅立叶变换光谱仪的现场部署,并展示了在35°和50°视角下400 - 1200 cm−1波数范围内冰雪发射率的反演结果。在950 cm−1附近的峰值和750 cm−1附近的最小值之间的变化为0.05。在较高的视角下,发射率也在0.01 ~ 0.02之间。雪的发射率较高,随观测角度和波数的变化较小,但在900 cm−1以下小于1。这对该波数范围内的遥感和气候模式有影响,因为这意味着必须考虑到发射率的光谱和角度变化。反演的冰发射率与菲涅耳方程模拟的发射率吻合较好。反演的雪发射率与模拟的雪发射率吻合较好,但需要进一步对雪的物理性质进行独立测量,以检验模型在远红外波段的性能。
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引用次数: 0
A Variational Approach for Modeling the Inductive Response of Earth's Mantle to Time-Varying External Geomagnetic Source 地幔对时变外地磁源感应响应的变分模拟方法
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2025-12-04 DOI: 10.1029/2025EA004226
Kuan Li

A mathematical and numerical framework is developed for modeling Earth's magnetic field and optimizing the trajectory of the whole system using geomagnetic observations. The conventional approach is adopted to model Earth's magnetic field in the source-free region via the Gauss coefficient, for which the fast dynamical component for the mantle-induced field in the mantle region is further constrained by the underlying physical laws of magnetic induction. A spectral approach is adopted to represent the total geomagnetic field. It thereafter yields a rapid convergence of the solution and a smooth and stable continuation of the geomagnetic field from the observational points to all space. Central to the mathematical development of this work is an adjoint formulation for optimizing the trajectory of the coupled dynamical system for an observation time window in variable magnetic boundary conditions, partially determined by other components. We demonstrate the effectiveness of our framework by optimizing a representative geomagnetic system comprising the primary and secondary components of the internal geomagnetic field and a simplified external field using a set of synthetic observations and show that all components of the system can be accurately determined in a variety of space weather conditions. We intend to construct the framework to model the geomagnetic field in a broad region from Earth's interior to the magnetosphere and describe the nonlinear nature and the dynamical balance of Earth's magnetic system in different magnetic weather conditions by utilizing a realistic space current model.

建立了利用地磁观测资料模拟地球磁场和优化整个系统轨迹的数学和数值框架。采用传统方法通过高斯系数对无源区地磁场进行建模,其中地幔区地磁场的快速动力分量进一步受到底层磁感应物理规律的约束。采用谱法表示总地磁场。然后,它产生解的快速收敛和地磁场从观测点到所有空间的平滑和稳定的延拓。这项工作的数学发展的核心是一个伴随公式,用于优化在可变磁边界条件下的观测时间窗口的耦合动力系统的轨迹,部分由其他组件决定。我们通过使用一组合成观测优化了一个具有代表性的地磁系统,该系统包括内部地磁场的主要和次要分量以及简化的外部磁场,从而证明了该框架的有效性,并表明该系统的所有分量都可以在各种空间天气条件下准确确定。本文拟构建从地球内部到磁层的大范围地磁场模型框架,并利用现实空间电流模型描述地球磁系统在不同磁天气条件下的非线性性质和动态平衡。
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引用次数: 0
Evidence for Subtropical Dynamical Changes in Reunion Ozone Trends (1998–2021) 留尼旺臭氧趋势的副热带动力变化证据(1998-2021)
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2025-12-03 DOI: 10.1029/2025EA004398
Tristan Millet, Hassan Bencherif, Nelson Bègue, Thierry Portafaix, Adboulwahab M. Toihir, Venkataraman Sivakumar, Lucas Vaz Peres, Mathieu Fontaine, Andrea Pazmiño, Jean-Marc Metzger, Ryan M. Stauffer, Debra E. Kollonige, Anne M. Thompson

We provide trend estimates for total, stratospheric, and tropospheric ozone columns over Reunion (21.1°S, 55.5°E) from 1998 to 2021, using only Système d’Analyze par Observation Zénithale and Southern Hemisphere Additional OZonesonde observations. Trends are derived using Trend-Run, a multiple linear regression model, and a dynamic linear model (DLM) to identify potential turning points. Overall, total ozone exhibits a positive trend (3.0 ± $pm $ 1.5 DU/decade), with increases in both stratospheric (1.1 ± $pm $ 1.6 DU/decade) and tropospheric ozone (2.2 ± $pm $ 1.0 DU/decade). DLM identifies a turning point in stratospheric ozone in 2008, with a clear decrease in stratospheric ozone before this point and an increase afterward. We also determined changes in the lapse rate tropopause (LRT), the subtropical barrier position, and ERA5 wind and geopotential fields during the same period to investigate possible links between mid-tropospheric ozone increase and transport-related perturbations. Although trends in LRT height and temperature are barely significant, they suggest a recent deepening of the troposphere, indicative of climate change. Intensification of the anticyclonic gyre over Southern Africa and a weakening of the Mascarene anticyclone are found. This suggests that, independent of possible changes in ozone precursor emissions over Africa or South America, dynamics are driving increases of ozone and ozone precursors over Reunion from 1998 to 2021. Furthermore, the rate of Reunion's free tropospheric trends exceeds that observed at all other southern hemisphere ozonesonde stations, including those in tropical, subtropical and mid-latitude regions.

我们提供了留尼旺(21.1°S, 55.5°E)上空1998 - 2021年总臭氧柱、平流层臭氧柱和对流层臭氧柱的趋势估计,仅使用了systemme d 'Analyze par观测z nithale和南半球附加臭氧观测。趋势是使用Trend-Run,一个多元线性回归模型和一个动态线性模型(DLM)来确定潜在的转折点。总体而言,臭氧总量呈现正趋势(3.0±$pm $ 1.5 DU/decade);平流层臭氧增加(1.1±$pm $ 1.6 DU/ 10年),对流层臭氧增加(2.2±$pm $ 1.0 DU/ 10年)。DLM在2008年确定了平流层臭氧的转折点,在此之前平流层臭氧明显减少,之后增加。我们还测定了同期对流层顶(LRT)的消差率、副热带屏障位置、ERA5风场和位势场的变化,以探讨对流层中臭氧增加与运输相关扰动之间的可能联系。尽管LRT高度和温度的趋势几乎不显著,但它们表明对流层最近加深,表明气候变化。南部非洲上空的反气旋环流增强,马斯克林反气旋减弱。这表明,1998年至2021年,在非洲或南美洲上空臭氧前体排放可能发生变化的情况下,动力正在推动留尼旺上空臭氧和臭氧前体的增加。此外,留尼旺的对流层自由趋势的速率超过在南半球所有其他臭氧监测站观测到的速率,包括在热带、亚热带和中纬度地区的臭氧监测站。
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引用次数: 0
Analysis of South Atlantic Anomaly Influence on Low-Earth Orbit Lightning Observations 南大西洋异常对近地轨道闪电观测的影响分析
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2025-12-03 DOI: 10.1029/2025EA004407
A. G. Clark, T. J. Lang, S. Fung, D. Mach, D. E. Buechler, D. J. Cecil

The low-Earth orbit Optical Transient Detector (OTD) and Lightning Imaging Sensor (LIS) instruments, spanning 1995–2023, have spatiotemporal patterns within their metadata that are consistent with the South Atlantic Anomaly (SAA). While the SAA had a known influence on these instruments, this study details new variability and impacts. A large volume of radiation-triggered events can cause the First-In First-Out (FIFO) buffer overflow to occur, which temporarily “blinded” LIS and OTD. Patterns of FIFO and the instrument status flags displayed an evolving intensity and areal extent of SAA interference, affecting climatological view-time records. The interference had a strong relationship to the sunspot number with Pearson correlation values of −0.50 and −0.48 (p < 0.0001 for both) for the view-time anomaly and FIFO occurrence, respectively, over the entire record. For the LIS instruments, the size of the affected region was zero in their early respective records then peaked at millions of square kilometers during solar minimum. LIS on the Tropical Rainfall Measuring Mission (TRMM, TLIS) observed a seasonal cycle with the worst interference during the JJA season and least during DJF. All three instruments found a westward drift of the SAA, at 0.54° y−1, 0.22° y−1, and 0.70° y−1 for TLIS, OTD, and International Space Station LIS (ILIS), respectively. However, while both LIS instruments noted a northward drift, OTD had a southward drift. The influence of external factors including the thermosphere, properties of the radiation, orbital characteristics, and hardware degradation remain to be examined to describe the implications for the SAA itself.

近地轨道光学瞬变探测器(OTD)和闪电成像传感器(LIS)仪器在1995-2023年间的元数据中具有与南大西洋异常(SAA)一致的时空模式。虽然SAA对这些仪器有已知的影响,但本研究详细介绍了新的变异性和影响。大量的辐射触发事件可能导致先进先出(FIFO)缓冲区溢出,这暂时“蒙蔽”了LIS和OTD。FIFO模式和仪器状态标志显示SAA干扰的强度和面积范围不断变化,影响气候观测时间记录。在整个记录中,观测时间异常和FIFO发生的Pearson相关值分别为- 0.50和- 0.48 (p < 0.0001),干扰与太阳黑子数有很强的关系。对于LIS仪器来说,在它们各自的早期记录中,受影响区域的大小为零,然后在太阳活动极小期达到数百万平方公里的峰值。热带降雨测量任务(TRMM, TLIS)的LIS观测到一个季节性周期,在JJA季节干扰最严重,在DJF期间干扰最少。所有这三种仪器都发现SAA向西漂移,分别为0.54°y - 1, 0.22°y - 1和国际空间站LIS (ILIS)的0.70°y - 1。然而,虽然两个LIS仪器都记录了向北漂移,但OTD却有向南漂移。包括热层、辐射特性、轨道特性和硬件退化在内的外部因素的影响仍有待研究,以描述对SAA本身的影响。
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引用次数: 0
Community Voices on the Future of Radiation Belt Research: A Summary of the 2024 GEM Radiation Belt Focus Group Round-Table Discussion 社区对辐射带研究未来的声音:2024年GEM辐射带焦点小组圆桌讨论总结
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2025-12-02 DOI: 10.1029/2025EA004698
Hong Zhao, Lauren Blum, Aleksandr Ukhorskiy, Xiangrong Fu

Earth's radiation belts are the regions where highly energetic charged particles are trapped by Earth's magnetic field, posing significant risks to the satellites and other space-based technologies. Understanding the dynamics of the radiation belts is critical not only for advancing fundamental plasma physics but also for predicting and mitigating space weather impacts. To assess recent achievements, identify scientific priorities, and foster collaboration, a round-table discussion was hosted by the “System Understanding of Radiation Belt Particle Dynamics through Multi-Spacecraft and Ground-Based Observations and Modeling” focus group at the 2024 Geospace Environmental Modeling Workshop. Bringing together around 60 participants, including many students and early-career scientists (<10 years post Ph.D.), this session explored recent advances, critical open questions, and future directions in radiation belt science and exploration. Participants highlighted significant progress in observations, modeling, and understanding of radiation belt dynamics over the past decade. However, critical challenges remain, including the accurate quantification of source and loss processes, the role of small- and meso-scale processes in radiation belt dynamics, system coupling within the magnetosphere, and the applicability of current knowledge to more active solar and geomagnetic conditions. The critical need for improved observational and modeling capabilities, open science practices, and stronger community collaboration are identified as priorities to drive future advances in radiation belt sciences.

地球辐射带是高能带电粒子被地球磁场捕获的区域,对卫星和其他天基技术构成重大风险。了解辐射带的动力学不仅对推进基础等离子体物理学,而且对预测和减轻空间天气影响至关重要。为了评估最近的成就,确定科学重点,促进合作,在2024年地球空间环境建模研讨会上,由“通过多航天器和地面观测和建模对辐射带粒子动力学的系统理解”焦点小组主持了一次圆桌讨论。本次会议汇集了约60名与会者,其中包括许多学生和早期职业科学家(<;10年博士后),探讨了辐射带科学和探索的最新进展,关键开放性问题和未来方向。与会者强调了过去十年来在观测、模拟和理解辐射带动力学方面取得的重大进展。然而,关键的挑战仍然存在,包括源和损失过程的准确量化,辐射带动力学中的小尺度和中尺度过程的作用,磁层内的系统耦合,以及当前知识对更活跃的太阳和地磁条件的适用性。对改进观测和建模能力、开放科学实践和加强社区合作的迫切需求被确定为推动辐射带科学未来发展的优先事项。
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引用次数: 0
Evaluation of the Applicability of AEOLUS Satellite Wind Products in Antarctica AEOLUS卫星风产品在南极洲的适用性评价
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2025-11-30 DOI: 10.1029/2025EA004533
Chanfang Shu, Zongyu Chen, Wenhao Li, Zhaoliang Zeng, C. K. Shum, Fei Li, Shengkai Zhang

Launched by the European Space Agency in August 2018, the Aeolus satellite utilizes the Atmospheric Laser Doppler Instrument (ALADIN) to achieve the first global direct measurements of wind profiles in the troposphere and lower stratosphere. The observational data provide important support for global weather forecasting, climate monitoring, and atmospheric dynamics research. This study conducts a systematic evaluation of the Aeolus Level-2B (L2B) wind product over Antarctica by comparing it with radiosonde measurements from polar stations and the fifth-generation ECMWF reanalysis data set (ERA5) during the period from 2019 to 2022. Results show that under Rayleigh-clear conditions, Aeolus winds exhibit a correlation of 0.95 with radiosondes, with a bias of −0.03 m/s, a standard deviation (STD) of 4.29 m/s, and a scaled median absolute deviation (SMAD) of 4.78 m/s. Under Mie-cloudy conditions, the correlation is also 0.95, with a bias of +0.45 m/s, STD of 3.70 m/s, and SMAD of 3.98 m/s. Seasonal analysis indicates larger errors during spring and autumn, while the best agreement is found in summer. Overall, Aeolus wind observations over Antarctica show good consistency with radiosondes, meet ESA mission performance requirements, and provide reliable support for polar weather prediction and climate research.

Aeolus卫星由欧洲空间局于2018年8月发射,利用大气激光多普勒仪器(ALADIN)实现了对流层和平流层下层风廓线的首次全球直接测量。这些观测资料为全球天气预报、气候监测和大气动力学研究提供了重要支持。本研究通过将Aeolus Level-2B (L2B)风产品与极地站的无线电探测测量数据和第五代ECMWF再分析数据集(ERA5)进行比较,对2019 - 2022年南极上空的Aeolus Level-2B风产品进行了系统评估。结果表明,在瑞利晴空条件下,风区风与探空的相关系数为0.95,偏差为- 0.03 m/s,标准差(STD)为4.29 m/s,标化后的中位数绝对偏差(SMAD)为4.78 m/s。在Mie-cloudy条件下,相关系数也为0.95,偏差为+0.45 m/s, STD为3.70 m/s, SMAD为3.98 m/s。季节分析表明,春季和秋季误差较大,夏季误差最大。总体而言,南极风观测结果与无线电探空具有良好的一致性,满足欧空局任务性能要求,为极地天气预报和气候研究提供了可靠的支持。
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引用次数: 0
Equatorial Ionospheric VTEC Perturbations During the 21 June 2020 Solar Eclipse 2020年6月21日日食期间赤道电离层VTEC扰动
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2025-11-30 DOI: 10.1029/2025EA004366
Atirsaw Muluye Tilahun, Asebe Oljira, Melessew Nigussie, Sujan Prasad Gautam, Yohannes Getachew Ejigu

The annular solar eclipse of 21 June 2020, provided a valuable opportunity to examine the ionospheric response to celestial events. This study analyzes variations in Vertical Total electron content (VTEC) over the equatorial region using data from the UQRG Global Ionospheric Map (GIM), ground-based GPS-TEC measurements, and equatorial electrojet (EEJ) strength from magnetometers near the eclipse path. Significant VTEC reductions were observed during the eclipse. The early decline began in East Africa and South Asia during the morning hours, while in the Western Pacific region, the reduction occurred in the late afternoon, coinciding with the onset of the eclipse. Around local noon, a delayed decrease was detected at stations located in Southeast and East Asia. 22%–53% VTEC reduction was recorded during the eclipse's main phase, with effects persisting from 35 min to over 8 hr post-eclipse. Post-eclipse variations in dusk sector suggest local electrodynamical effects. The study found no significant impact on EEJ strength between 130° $130{}^{circ}$E to 144° $144{}^{circ}$E, and no substantial counter equatorial electrojet was detected. Conducted during the monsoon season and the longest day of the year, observed VTEC reductions likely result from eclipse-induced pressure changes and cooling effects. GIM visualizations showed that dVTEC% decreased by up to ${sim} $40% globally. The findings indicate that VTEC decreases are not strongly correlated with obscuration percentage, highlighting complexity of ionospheric responses. This study enhances understanding of eclipse-driven ionospheric variability, emphasizing the role of photoionization, recombination, geographic location, and local time, with implications for space weather forecasting and ionospheric modeling.

2020年6月21日的日环食为研究电离层对天体事件的响应提供了宝贵的机会。本研究利用UQRG全球电离层图(GIM)、地面GPS-TEC测量数据和日食路径附近磁力计的赤道电喷流(EEJ)强度数据,分析了赤道地区垂直总电子含量(VTEC)的变化。在日食期间观察到明显的VTEC减少。在东非和南亚,早前的下降开始于上午,而在西太平洋地区,减少发生在下午晚些时候,与日食的开始相吻合。在中午前后,位于东南亚和东亚的观测站检测到VTEC的延迟下降,在日食的主要阶段记录到22%-53%的VTEC下降,影响持续35分钟至8小时以上。日食后黄昏扇区的变化表明局部的电动力效应。研究发现,在130°$130{}^{circ}$ E至144°$144{}^{circ}$ E范围内,EEJ强度无显著影响,且未检测到实质性的反赤道电喷。在季风季节和一年中最长的白天进行的观测,观测到的VTEC减少可能是由日食引起的压力变化和冷却效应造成的。GIM可视化显示,dVTEC%在全球范围内下降了高达40%。研究结果表明,VTEC的降低与遮蔽率的相关性不强,突出了电离层响应的复杂性。这项研究加强了对日食驱动电离层变化的理解,强调了光电离、重组、地理位置和当地时间的作用,对空间天气预报和电离层建模具有重要意义。
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引用次数: 0
Geophysical Insights Into 3D Crustal Architecture of Jurassic Magmatic Intrusions in the Moroccan Atlas 摩洛哥地图集侏罗纪岩浆侵入体三维地壳结构的地球物理研究
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2025-11-30 DOI: 10.1029/2025EA004652
Naheem Banji Salawu, Ahmed Oussou, Kamaldeen Olakunle L. Omosanya, Shigekazu Kusumoto, Driss Ouarhache, Khadija Boumir

Magmatic intrusions in rifted continental margins play a critical role in shaping structural evolution, yet their geometry and emplacement mechanisms remain poorly constrained in salt-influenced terrains. The Moroccan Central High Atlas, a segment of the Atlas fold-and-thrust belt, hosts extensive Middle Jurassic to Early Cretaceous intrusions that interact intricately with pre-existing rift structures and evaporite-rich stratigraphy. Yet, their deep subsurface architecture remains poorly resolved due to limited high-resolution imaging. Here, we integrate legacy aeromagnetic and gravity data with modern 2D forward modelling and 3D inversion to resolve the spatial distribution, depth extent, and structural controls of magmatic bodies beneath the Central High Atlas. Our results reveal steeply dipping, dyke-like intrusions aligned with ENE–WSW-trending inherited faults, indicating tectonic inheritance strongly influenced magmatic plumbing. We demonstrate that ascending magmas exploited pre-existing tectonic fabrics, driving salt mobilization and contributing to the growth of diapiric structures. These findings provide the first crustal-scale geophysical image of subsurface intrusions in this region, establishing a genetic link between salt tectonics, magma emplacement, and structural inheritance. Importantly, this is the first 3D crustal-scale geophysical reconstruction of Jurassic magmatic plumbing in the Atlas, revealing their role in diapirism and regional uplift.

裂陷大陆边缘的岩浆侵入体在构造演化中起着至关重要的作用,但其几何形态和侵位机制在盐蚀地形中仍缺乏明确的研究。摩洛哥中央高阿特拉斯是阿特拉斯褶皱冲断带的一部分,拥有广泛的中侏罗世至早白垩世侵入岩,与原有的裂谷结构和富含蒸发岩的地层相互作用。然而,由于高分辨率成像的限制,它们的深层地下结构仍然很差。在这里,我们将传统的航空磁和重力数据与现代二维正演建模和三维反演相结合,以解决中央高地图集下岩浆体的空间分布、深度范围和结构控制。研究结果显示,陡倾的脉状侵入体与ene - wsw向的继承断裂排列一致,表明构造继承强烈影响了岩浆输导。研究表明,上升的岩浆利用了原有的构造构造,推动了盐的运移,促进了底辟构造的生长。这些发现首次提供了该地区地下侵入的地壳尺度地球物理图像,建立了盐构造、岩浆侵位和构造继承之间的成因联系。重要的是,这是阿特拉斯地区首次对侏罗纪岩浆管道进行三维地壳尺度的地球物理重建,揭示了它们在底辟作用和区域隆升中的作用。
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引用次数: 0
In Situ Validation of Small-Scale Spatial Variability in Significant Wave Height Observations From SWOT 基于SWOT的显著波高观测的小尺度空间变异性原位验证
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2025-11-29 DOI: 10.1029/2025EA004286
Allison Ho, Jinbo Wang, Bruce Haines, Andy Wu, Scott Stalin

Ocean surface wave climates are shaped by both atmospheric forcing and underlying ocean conditions. Variability in open-ocean wave heights subsequently reflects complex interactions occurring across a broad range of spatial and temporal scales. Many of the processes driving this variability take place at small spatial scales that have been previously poorly resolved by sparse altimetry observations and coarse global wave models. The Surface Water and Ocean Topography (SWOT) mission offers a new opportunity to observe variability at these scales with unprecedented two-dimensional measurements of significant wave height (SWH) from the Ka-band radar interferometer (KaRIn). In this study, we evaluate the accuracy of SWOT's KaRIn SWH estimates at an open-ocean calibration site off Central California by comparing them to in situ wave measurements from a closely spaced array of buoys. SWOT KaRIn SWH measurements are validated at the calibration site with high fidelity and perform consistently in additional comparison to a network of coastal wave buoys. The centered root-mean-square error ranges from 0.10 to 0.17 m across the various data sets and product versions, with correlation coefficients exceeding 0.98. Additionally we show that SWOT is capable of accurately resolving gradients in wave conditions over short spatial scales (10–90 km), and the high resolution two-dimensional KaRIn observations better represents spatial variability in SWH than either traditional altimetry or coarse-grid operational numerical wave models run without currents. Overall, these findings validate SWOT's wide-swath observations as a powerful tool for observing and understanding ocean surface wave conditions and their connection to broader ocean-atmosphere dynamics.

海洋表面波浪气候是由大气强迫和海洋底层条件共同塑造的。公海波高的变异性随后反映了在广泛的空间和时间尺度上发生的复杂相互作用。驱动这种变率的许多过程发生在小空间尺度上,以前通过稀疏的高程观测和粗糙的全球波模式无法很好地解决这些问题。地表水和海洋地形(SWOT)任务提供了一个新的机会,通过ka波段雷达干涉仪(KaRIn)前所未有的二维有效波高(SWH)测量来观察这些尺度上的变化。在这项研究中,我们通过将SWOT的KaRIn SWH估计与来自紧密间隔的浮标阵列的原位波浪测量结果进行比较,评估了在加利福尼亚中部公海校准地点进行的KaRIn SWH估计的准确性。SWOT KaRIn SWH测量结果在校准现场进行了高保真度验证,并在与海岸波浪浮标网络的额外比较中表现一致。各数据集和产品版本的中心均方根误差范围为0.10 ~ 0.17 m,相关系数超过0.98。此外,我们发现SWOT能够在短空间尺度(10-90 km)上准确地分辨波浪条件下的梯度,并且与传统的高程测量或无电流运行的粗网格操作数值波浪模型相比,高分辨率二维KaRIn观测结果更好地代表了SWH的空间变异性。总的来说,这些发现验证了SWOT的宽波段观测作为观察和理解海洋表面波条件及其与更广泛的海洋大气动力学的联系的有力工具。
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引用次数: 0
A Generalized New Method for Anomalous Phased Array Radar Echo Image Restoration Based on Generative Adversarial Network 基于生成对抗网络的相控阵雷达异常回波图像复原广义新方法
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2025-11-27 DOI: 10.1029/2025EA004262
Jinyan Xu, Ling Yang, Xiaoqiong Zhen, Yan Fu, Zhendong Yao, Chong Wu, Chao Chen

X-band Phased array radars are characterized by high spatial and temporal resolution, but suffer from a range of data quality problems, such as echo voids after the filtering of ground clutter, abnormal radials, radial obstructions and irregular missing radar echoes. This paper proposes a radar echo image restoration model (GCD) based on color correction and detail enhancement of adversarial generative networks with dual-stream encoder-decoder. To overcome the challenge of restoring strong echo regions, a multi-scale Feature Alignment (FA)-based strong echo color correction module is designed to achieve FA between original features and radial obstruction features. Additionally, a Local Detail Enhancement Module is designed to enhance the high-frequency texture information in the strong echo regions. The GCD not only applies to all types of radar PPI images but also significantly reduces the time required for initial data processing compared to traditional methods (Sliding Window Filling method). Specifically, the speedup ratio for single-image testing is 361.28. Addressing the issue of radial obstructions, GCD achieves an improvement of 10.15 in PSNR and a notable decrease of 18.921 dBZ in Δ ${Delta }$|dBZ|, thereby resolving the problem of false enhancement of meteorological echo edges that occurs with the Sliding Window Filling method. When compared to the base model, GCD further enhances the restoration of strong echoes, with a decrease in Δ ${Delta }$|dBZ| by 0.654. The method proposed fills the gap in the field of radar data quality control in image processing and promotes the development of artificial intelligence in this area.

x波段相控阵雷达具有高时空分辨率的特点,但存在滤除地杂波后回波空洞、径向异常、径向障碍物、雷达回波不规则缺失等数据质量问题。提出了一种基于颜色校正和细节增强的双流编码器对抗生成网络雷达回波图像恢复模型。为了克服强回波区域恢复的难题,设计了一种基于多尺度特征对齐(FA)的强回波颜色校正模块,实现了原始特征与径向阻塞特征之间的FA。此外,设计了局部细节增强模块,增强强回波区域的高频纹理信息。GCD不仅适用于所有类型的雷达PPI图像,而且与传统方法(滑动窗口填充法)相比,显著减少了初始数据处理所需的时间。具体来说,单图像测试的加速比为361.28。GCD解决了径向遮挡问题,PSNR提高10.15,Δ ${Delta}$ |dBZ|显著降低18.921 dBZ,从而解决了滑动窗口填充法对气象回波边缘的虚假增强问题。与基本模式相比,GCD进一步增强了强回波的恢复,Δ ${Delta}$ |dBZ|降低了0.654。该方法填补了图像处理中雷达数据质量控制领域的空白,促进了人工智能在该领域的发展。
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