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Climatology of Cloud-Land-Surface Coupling Across Different ARM Sites 不同ARM站点的云-陆-地耦合气候学
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2026-01-02 DOI: 10.1029/2025JD044010
Natalia Roldán-Henao, Tianning Su, Zhanqing Li, Youtong Zheng, John Yorks

Land-atmosphere interactions play a critical role in the evolution and formation of low-level clouds. The different states of coupling between low-level clouds and the surface are uncertain, primarily over continental regions, where complex thermodynamics complicates their investigation. This study uses observations from the Atmospheric Radiation Measurement User Facility to explore cloud-surface coupling and perform a climatological analysis of this interaction in five countries across three continents. The results reveal consistent coupling thresholds and average percentages across the five sites, with coupled clouds accounting for 66% of the cases and decoupled clouds for 34%. Thermodynamic and dynamic evaluations show distinct differences between coupled and decoupled clouds. Coupled clouds are characterized by humid environments, in which vertical motions connect the surface and lower atmosphere to the cloud base, conditions that favor the formation of boundary layer clouds. Decoupled clouds prefer to occur in a drier and colder environment with vertical motions inside the boundary layer being detached from the cloud base, under which boundary layer clouds are hard to form. Coupled clouds peak during warmer hours and seasons, and vice versa for decoupled clouds. This study underscores the complexity of cloud-land-surface interactions and paves the way for further investigations into cloud formation and evolution under different atmospheric environments.

陆-气相互作用在低层云的演化和形成中起着关键作用。低层云和地面之间的不同耦合状态是不确定的,主要是在大陆地区,复杂的热力学使他们的研究复杂化。本研究使用大气辐射测量用户设施的观测资料来探索云-地耦合,并对三大洲五个国家的这种相互作用进行气候学分析。结果显示,五个站点的耦合阈值和平均百分比一致,耦合云占66%,解耦云占34%。热力学和动力学评价显示耦合和解耦云之间存在明显差异。耦合云的特点是潮湿的环境,其中垂直运动将地面和低层大气与云底连接起来,这有利于边界层云的形成。解耦云倾向于出现在更干燥、更冷的环境中,边界层内部的垂直运动与云底分离,在这种环境下很难形成边界层云。耦合云在温暖的时间和季节达到峰值,而非耦合云反之亦然。这项研究强调了云-陆-地相互作用的复杂性,并为进一步研究不同大气环境下云的形成和演化铺平了道路。
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引用次数: 0
Spatial Synchronization and Propagation of Soil Moisture Droughts Over China Using Complex Network Theory 基于复杂网络理论的中国土壤水分干旱空间同步与传播
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2026-01-02 DOI: 10.1029/2025JD044298
Linqi Zhang, Yi Liu, Shanhu Jiang, Liliang Ren, Yiping Li, Xiaoli Yang, Linyong Wei, Xinyu Zhang

Investigating the spatial association and evolution of soil moisture (SM) droughts is crucial for mitigating their negative impacts on agriculture, the ecosystem, and the economy. Using complex network theory and random forest models, this study analyzed the spatial synchronization characteristics, regional drivers, and propagation patterns of weekly SM drought events across China from 1979 to 2019. Results revealed drought events displayed higher spatial synchronization in eastern Tibet, northern Shaanxi, and southeastern and northeastern China, with average degree centrality (DC) exceeding 250. The drivers of drought event synchronization exhibited regional heterogeneity: precipitation (P, 24.1%), potential evapotranspiration (PET, 15.2%), and atmospheric pressure (PRS, 10.8%) were dominant in western China; P, zonal wind speed at 10 m height (WIN_10v), and terrain gradient contributed more to DC simulation in the northeastern region, with an average contribution of 7.7%; river area (RiA) was the primary factor affecting drought synchrony in southern China, contributing 15.1%, which was 2.4–3 times higher than relative humidity (RHU) and WIN_10v. Drought propagation analysis identified source regions in western Xinjiang and northern Tibet while sink zones were concentrated in eastern Tibet, western Sichuan, northern Guizhou, northeastern Jiangxi, and southeastern Heilongjiang Provinces. Droughts originating from northern Tibet predominantly propagated along the south-southeast (SSE) direction, with a strength of 90 and distances ranging from 1,500 to 1,800 km. This study is valuable to enhance the understanding of the spatiotemporal patterns of SM droughts in China and highlight the potential of complex network approaches for agricultural drought monitoring and early warning.

研究土壤水分干旱的空间关联与演变,对于缓解土壤水分干旱对农业、生态系统和经济的负面影响具有重要意义。利用复杂网络理论和随机森林模型,分析了1979 - 2019年中国SM周干旱事件的空间同步特征、区域驱动因素和传播模式。结果表明,西藏东部、陕西北部、中国东南部和东北部干旱事件具有较高的空间同步性,平均中心度(DC)超过250。干旱事件同步的驱动因素表现出区域异质性,降水(P, 24.1%)、潜在蒸散(PET, 15.2%)和大气压(PRS, 10.8%)在西部地区占主导地位;P、10 m高空纬向风速(WIN_10v)和地形坡度对东北地区DC模拟的贡献较大,平均贡献率为7.7%;河流面积(RiA)是影响南方干旱同步的主要因子,贡献率为15.1%,是相对湿度(RHU)和WIN_10v的2.4-3倍。干旱传播区主要分布在新疆西部和西藏北部,汇区主要分布在西藏东部、四川西部、贵州北部、江西东北部和黑龙江东南部。源于藏北的干旱主要沿东南偏南方向传播,强度为90,距离为1500 ~ 1800公里。该研究有助于加深对中国旱情时空格局的认识,凸显复杂网络方法在农业干旱监测与预警中的应用潜力。
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引用次数: 0
Environmental Influences on Deep Convective Upscale Growth Rate in Central Argentina From a Convection-Permitting Simulation 一个允许对流的模拟对阿根廷中部深层对流高等级增长率的环境影响
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2025-12-31 DOI: 10.1029/2025JD044251
Clayton R. S. Sasaki, Angela K. Rowe, Lynn A. McMurdie, Adam C. Varble, Zhixiao Zhang

This study uses a convection-permitting model simulation to describe the environmental conditions under which convective upscale growth occurs in central Argentina, particularly examining environmental parameters when deep convection initially forms that could differentiate the rate of initial upscale growth. Simulated mesoscale convective systems (MCSs) are separated into slow and rapid growth by the rate of spatial growth from convection initiation until reaching the MCS scale. A low-level jet (LLJ) is found more frequently near the deep convection that experiences rapid growth to an MCS, but its presence alone is not predictive of rapid growth. Using spatially-averaged parameters, we find that rapid growth to MCSs also occurs in environments that are significantly more thermodynamically favorable with greater low-level moisture and instability. Fewer significant differences are found in the kinematic environment with only the 0–2 km vertical wind shear magnitude being significantly larger for rapid growth MCSs compared to slow growth MCSs, potentially related to LLJs often peaking near this height. When focusing only on MCSs with the slowest and fastest growth rates, elevated-layer shear is significantly smaller for very rapid growth MCSs, suggesting elevated-layer shear may help discriminate between the upper and lower bounds of growth rate. Finally, when upscale growth occurs near the Sierras de Córdoba (SDC) with a LLJ present, rapid growth is also supported by favorable wind shear orientation. However, this does not hold for upscale growth occurring away from the SDC, highlighting the importance of interpreting shear direction relative to the orientation of features initiating deep convection.

本研究使用允许对流的模式模拟来描述阿根廷中部对流高等级增长发生的环境条件,特别是检查了深层对流最初形成时的环境参数,这些参数可以区分初始高等级增长的速率。模拟的中尺度对流系统(MCS)从对流开始到达到MCS尺度的空间增长速度分为缓慢增长和快速增长。低层急流(LLJ)更常出现在经历快速成长为MCS的深层对流附近,但它的存在本身并不能预测快速成长。利用空间平均参数,我们发现MCSs的快速生长也发生在热力学上更有利、低层湿度和不稳定性更大的环境中。在运动环境中发现的显著差异较少,与缓慢增长的mcs相比,快速增长的mcs只有0-2 km垂直风切变量级显著较大,这可能与llj经常在该高度附近达到峰值有关。当只关注生长速度最慢和最快的mcs时,对于生长速度非常快的mcs,高架剪切明显更小,这表明高架剪切可能有助于区分生长速度的上限和下限。最后,当高级增长发生在塞拉利昂Córdoba (SDC)附近且存在LLJ时,快速增长也得到有利风切变方向的支持。然而,这并不适用于远离SDC的高级增长,突出了相对于启动深部对流的特征方向解释剪切方向的重要性。
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引用次数: 0
Formation of Hole Punch Clouds 穿孔云的形成
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2025-12-31 DOI: 10.1029/2025JD045417
S. Iwasaki, H. Fujii

Hole-punch clouds (HPCs) are circular or oval cloudless holes in thin supercooled cloud layers. They are believed to be generated by aircraft passing through supercooled cloud layers; however, the exact formation mechanisms remain poorly understood due to the scarcity of observations. In addition, basic HPC formation characteristics, such as expansion speed, are controversial. Using geostationary meteorological satellite Himawari-8 data and aircraft flight data of Flightradar24, this study clarifies HPC formation and development from 59 HPCs. Two growth stages of HPCs are identified: first, linear HPCs are formed. The length (Lmajor) and width (Lminor) of one of the long HPCs grew at rates of 43 m s−1 and 3.8 m s−1. This occurs within 10–20 min of an aircraft passing through supercooled clouds and their orientations consistent with tracks of aircraft. The upward expansion speed of the HPC was approximately 1.2 m s−1. Second, these linear HPCs expand slowly and homogeneously for over an hour. The growth rate modes of Lmajor and Lminor of all HPCs were both 1–2 m s−1. All observed HPCs initially appeared as lines, thus supporting that HPCs are generated by aircraft. Sub-grid-scale cloud-free areas or extremely thin supercooled cloud layers where aircraft passed would not generate HPCs. This is because not all aircraft that passed supercooled clouds generated HPCs.

穿孔云(HPCs)是薄过冷云层中的圆形或椭圆形无云洞。它们被认为是由穿过过冷云层的飞机产生的;然而,由于观测的缺乏,确切的形成机制仍然知之甚少。此外,HPC地层的基本特征(如膨胀速度)也存在争议。利用地球同步气象卫星Himawari-8数据和Flightradar24飞机飞行数据,对59个HPC的形成和发展进行了梳理。将hpc的发育分为两个阶段:一是线性hpc的形成;其中一个长HPCs的长度(Lmajor)和宽度(Lminor)分别以43 m s−1和3.8 m s−1的速率增长。这种现象发生在飞机经过过冷云的10-20分钟内,并且它们的方向与飞机的轨迹一致。HPC的向上膨胀速度约为1.2 m s−1。其次,这些线性hpc在一个多小时内缓慢而均匀地膨胀。所有HPCs的Lmajor和Lminor的生长速率模式均为1 ~ 2 m s−1。所有观测到的hpc最初都以线的形式出现,因此支持hpc是由飞机产生的。飞机经过的亚电网规模的无云区域或极薄的过冷云层不会产生hpc。这是因为并不是所有经过过冷云的飞机都会产生hpc。
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引用次数: 0
Spherical Harmonic Fingerprints Characterize Moon-Based Disk-Integrated Earth's Emitted Radiation Signatures 球面谐波指纹表征月球磁盘集成地球发射的辐射特征
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2025-12-31 DOI: 10.1029/2025JD044758
Hanlin Ye, Huadong Guo, Dong Liang, Mengxiong Zhou, Yin Jin, Guang Liu

A Moon-based radiometer enables disk-integrated measurements to capture planetary-scale variations in Earth's emitted radiation. However, existing studies have neither unraveled the influence of orbital dynamics on such radiation nor quantified how clouds modify these periodic signatures at the planetary scale, which leaves the underlying mechanisms driving disk-integrated radiation variations obscure and makes it difficult to isolate the authentic signals of the planetary system. In this study, outputs from NASA's Goddard Earth Observing System Version 5 (GEOS-5) model were mapped onto the Moon-based Earth observation geometry to simulate time-series data of disk-integrated radiation. The variability characteristics of this radiation were quantified via spherical harmonic decomposition, and the constructed spherical harmonic fingerprints effectively separate orbital dynamics and radiation signatures in disk-integrated observations. Results show that (a) Moon-based disk-integrated radiation variations are dominated by 1st- and 2nd-degree spherical harmonics, capturing large-scale radiative features while smoothing fine-scale fluctuations; (b) key cycles driven by Earth-Moon geometry include the synodic month, the sidereal month, and their semiperiodic counterparts, which are primarily governed by sectoral and zonal harmonic components, respectively; (c) clouds systematically reduce disk-integrated radiation but preserve orbital-driven periodicities, which averages out local cloud effects while retaining celestial motion signals. This study further discussed the potential of these observations to refine general circulation models (GCMs) via planetary-scale reality checks, as well as of bridging Earth system science and astrophysics by using Earth as a sample. In general, this study lays a foundation for interpreting disk-integrated radiation features in future missions.

基于月球的辐射计使圆盘集成测量能够捕获地球发射辐射的行星尺度变化。然而,现有的研究既没有揭示轨道动力学对这种辐射的影响,也没有量化云如何在行星尺度上改变这些周期特征,这使得驱动磁盘集成辐射变化的潜在机制变得模糊,并且很难分离出行星系统的真实信号。在这项研究中,NASA的戈达德地球观测系统版本5 (GEOS-5)模型的输出被映射到基于月球的地球观测几何上,以模拟磁盘集成辐射的时间序列数据。通过球谐分解量化该辐射的变异性特征,构建的球谐指纹能够有效地分离盘积分观测中的轨道动力学和辐射特征。结果表明:(a)基于月球的圆盘积分辐射变化以一阶和二阶球面谐波为主,在平滑精细尺度波动的同时捕获了大尺度辐射特征;(b)由地月几何结构驱动的关键周期包括朔望月、恒星月和它们的半周期对应周期,它们主要分别由扇形谐波分量和纬向谐波分量控制;(c)云系统地减少了盘积辐射,但保留了轨道驱动的周期性,在保留天体运动信号的同时平均了局部云效应。这项研究进一步讨论了这些观测的潜力,通过行星尺度的现实检查来完善大气环流模型(GCMs),以及通过以地球为样本来连接地球系统科学和天体物理学。总的来说,这项研究为未来任务中解释磁盘集成辐射特征奠定了基础。
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引用次数: 0
Characterizing Nitrogen Stable Isotope Composition of Typical Industry Emitted NOx and Implications for the Sources of Atmospheric NOx in a Polluted City in Northern China 中国北方某污染城市典型工业排放NOx氮稳定同位素组成特征及对大气NOx来源的启示
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2025-12-31 DOI: 10.1029/2025JD045189
Zeqian Liu, Yang Cui, Zhongyi Zhang, Tianyu Gao, Weikun Li, Xin Wang, Shihao Liu, Jingya Hua, Qiusheng He, Lei Geng

The nitrogen stable isotope composition (δ15N) of atmospheric nitrate and nitrogen oxides (NOx) is widely used to quantify their sources. However, the δ15N signatures from some important anthropogenic NOx sources, for example, the coke and cement industries, are unknown, and reports on the signatures of δ15N(NOx) from coal-fired power plants and other fossil fuel combustion related industrial processes are limited. Here, we report a comprehensive investigation of δ15N(NOx) from various emission sources in Taiyuan, a megacity in Northern China where coal dominated the energy consumption before 2018. The different sources were investigated in 2023–2024, and the δ15N(NOx) signatures for coal-fired and gas-fired power plants are (20.0 ± 2.3) ‰ and (−19.8 ± 0.8) ‰ (mean ± 1σ), respectively. While for residential gas furnaces, municipal solid waste incineration plants, coke industry, and cement industry, the δ15N(NOx) signatures were measured as (−18.5 ± 0.8) ‰, (11.7 ± 2.4) ‰, (−10.9 ± 1.9) ‰, and (8.1 ± 2.3) ‰, respectively. Among them, the coke and cement industries have not been quantified before. In addition to these emission sources, we further collected ambient NOx and found in Taiyuan the ambient δ15N(NOx) values were significantly lower in winter ((−14.1 ± 4.2) ‰) than those in summer ((−4.2 ± 1.7) ‰). This is because in winter Taiyuan natural gas is the predominant NOx emission source. That the winter δ15N(NOx) was lower than that in summer appears to be opposite to previously reported seasonality of δ15N(NO3) values in Northern China which was suggested to be caused by seasonal δ15N(NOx) differences, and this is likely because after the implementation of the coal-to-gas project and clean air policy in 2018, natural gas combustion became the dominant NOx emission source in winter which is the heating season with extensive demand of fuel consumption.

大气硝酸盐和氮氧化物(NOx)的氮稳定同位素组成(δ15N)被广泛用于量化它们的来源。然而,一些重要的人为NOx来源(如焦炭和水泥工业)的δ15N特征是未知的,燃煤电厂和其他化石燃料燃烧相关工业过程的δ15N(NOx)特征的报道有限。在这里,我们报告了对太原各种排放源的δ15N(NOx)的综合调查,太原是中国北方的一个特大城市,煤炭在2018年之前主导了能源消费。2023-2024年对不同来源进行了研究,燃煤电厂和燃气电厂的δ15N(NOx)特征分别为(20.0±2.3)‰和(- 19.8±0.8)‰(平均±1σ)。而对于居民燃气炉、城市生活垃圾焚烧厂、焦炭工业和水泥工业,δ15N(NOx)特征分别为(- 18.5±0.8)‰、(11.7±2.4)‰、(- 10.9±1.9)‰和(8.1±2.3)‰。其中,焦炭和水泥行业此前没有进行过量化。除了这些排放源外,我们进一步收集了太原市的环境NOx,发现太原市冬季的环境δ15N(NOx)值(- 14.1±4.2)‰)明显低于夏季的δ15N(NOx)值(- 4.2±1.7)‰)。这是因为在冬季,太原天然气是主要的NOx排放源。冬季δ15N(NOx)低于夏季,这与之前报道的华北地区δ15N(NO3 -)值的季节性相反,这可能是由于2018年煤制气工程和清洁空气政策实施后,冬季是燃料消费需求广泛的采暖季节,天然气燃烧成为主要的NOx排放源。
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引用次数: 0
The Influence of African Easterly Waves on Atlantic Tropical Cyclone Tracks and Landfall in Large Ensembles 非洲东风波对大西洋热带气旋路径和登陆的影响
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2025-12-31 DOI: 10.1029/2025JD044501
Ronald H. Kouski Jr., Christina M. Patricola-DiRosario, Emily Bercos-Hickey, Mark D. Risser

African easterly waves (AEWs) are an important precursor or “seed” for Atlantic tropical cyclones (TCs), with 60%–80% of major hurricanes observed to originate from AEWs. However, climate model simulations indicate that AEWs are not necessary to maintain annual Atlantic TC frequency. Furthermore, small ensembles suggest that AEWs may impact the spatial distribution and landfall of Atlantic TCs. Here, we investigated the influence of AEWs on the spatial distribution of Atlantic TC tracks and landfall using 50-member ensembles of TC-permitting regional model simulations for five hurricane seasons characterized by different levels of TC activity. The control simulations are seasonal hindcasts in which AEWs were prescribed through the eastern lateral boundary condition using reanalysis. In the experiments, we suppressed AEWs by applying a 2–10 day filter to the eastern lateral boundary condition. In response to AEW suppression, we discovered statistically significant increases in Atlantic TC frequency (10%–26%) and landfall (16%–44%), a westward shift in TC genesis location and tracks with increased landfall over the Caribbean Islands, southwestern Gulf Coast, and southeastern US coast, and increases in mid-tropospheric relative humidity in the main development region. In addition, we evaluated TC genesis mechanisms in the absence of AEWs and found evidence that the intertropical convergence zone (ITCZ) intensified and extended northward, resulting in ITCZ wave-breaking that shed vortices which served as TC seeds. By uncovering the connections between TC seed types and the likelihood of TC landfall, this research can provide Atlantic coastal and island communities with useful information to prepare for TC impacts.

非洲东风波(AEWs)是大西洋热带气旋(tc)的重要前兆或“种子”,60%-80%的主要飓风都是由非洲东风波产生的。然而,气候模式模拟表明,预警对维持大西洋年TC频率并不是必需的。此外,小集合表明预警可能影响大西洋tc的空间分布和登陆。在此,我们研究了预警对大西洋TC路径空间分布和登陆的影响,使用了50个成员的TC允许区域模式模拟,以不同TC活动水平为特征的五个飓风季节。控制模拟是季节性预测,其中预警是通过再分析通过东部横向边界条件规定的。在实验中,我们通过对东部侧边界条件施加2-10天的过滤器来抑制AEWs。作为对AEW抑制的响应,我们发现大西洋TC频率(10%-26%)和登陆(16%-44%)显著增加,TC发生位置和路径向西移动,加勒比群岛、墨西哥湾西南部沿岸和美国东南部沿岸登陆增加,主要发展区域对流层中层相对湿度增加。此外,我们还分析了在没有预警的情况下TC的形成机制,发现热带辐合带(ITCZ)增强并向北扩展,导致ITCZ破波并释放涡旋作为TC的种子。通过揭示TC种子类型与TC登陆可能性之间的联系,本研究可以为大西洋沿岸和岛屿社区提供有用的信息,为TC的影响做好准备。
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引用次数: 0
A Cloud Screening Preprocessing Framework for GOCI-II Aerosol Optical Depth: Development and Impact on Retrieval Errors GOCI-II气溶胶光学深度的云筛选预处理框架:发展及其对检索误差的影响
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2025-12-30 DOI: 10.1029/2025JD045038
Joonhee Kim, Ukkyo Jeong, Sang-Woo Kim, Yonghee Lee, Taehee Kim, Hyeong-Ahn Kwon, Sang-Moo Lee

Accurate retrieval of satellite-derived aerosol optical depth (AOD) is critical for air quality forecasting, especially when AOD is assimilated into models. However, if retrieval errors in the satellite-derived AOD are not corrected or characterized, they can lead to false analysis increments and ultimately degrade the quality of data assimilation (DA). The issue also arises in the Geostationary Ocean Color Imager (GOCI)-II AOD product, which remains susceptible to cloud contamination. To address the issue, this study developed a cloud screening framework for GOCI-II AOD that combines two processes: (a) cloud removal using cloud type information from Himawari-8/9 Advanced Himawari Imager (AHI) and (b) a statistical cloud filtering based on AOD retrieval characteristics. Comparisons with Aerosol Robotic Network (AERONET) AOD demonstrated that the cloud screening framework effectively mitigated overestimation of GOCI-II AODs compared to AERONET AODs. Consequently, the cloud-screened GOCI-II AOD showed a better agreement with AERONET AOD, improving Pearson's correlation coefficient from 0.77 to 0.82 and decreasing root-mean-square error from 0.175 to 0.110. Despite these improvements, the normalized biases of the cloud-screened GOCI-II AOD against AERONET AOD still exhibited diurnal variations, with GOCI-II AODs being overestimated in coastal regions and underestimated in inland sites, under low-AOD conditions. Nonetheless, the enhanced consistency of the cloud-screened GOCI-II AOD with AERONET AOD and its more Gaussian-like error distribution supports the utility of the cloud screening framework in improving the quality of GOCI-II AOD for DA systems.

准确获取卫星衍生的气溶胶光学深度(AOD)对于空气质量预报至关重要,特别是当AOD被同化到模型中时。然而,如果不纠正或描述卫星衍生AOD中的检索错误,它们可能导致错误的分析增量,并最终降低数据同化(DA)的质量。地球同步海洋彩色成像仪(GOCI)-II AOD产品也存在这个问题,它仍然容易受到云污染。为了解决这一问题,本研究开发了GOCI-II AOD的云筛选框架,该框架结合了两个过程:(a)使用Himawari-8/9高级Himawari成像仪(AHI)的云类型信息去除云,(b)基于AOD检索特征的统计云过滤。与气溶胶机器人网络(AERONET) AOD的比较表明,与AERONET AOD相比,云筛选框架有效地减轻了GOCI-II AOD的高估。因此,云屏蔽GOCI-II AOD与AERONET AOD的一致性更好,Pearson相关系数从0.77提高到0.82,均方根误差从0.175降低到0.110。尽管有这些改进,但在低AOD条件下,GOCI-II AOD相对于AERONET AOD的标准化偏差仍然表现出日变化,沿海地区GOCI-II AOD高估,内陆地区GOCI-II AOD低估。尽管如此,云筛选GOCI-II AOD与AERONET AOD增强的一致性及其更类似高斯的误差分布支持云筛选框架在提高数据处理系统GOCI-II AOD质量方面的效用。
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引用次数: 0
Influence of Tidal Inundation and Salinity on the Generalized Complementary Relationship for Evaporation in a Mangrove Ecosystem 潮汐淹没和盐度对红树林生态系统蒸发广义互补关系的影响
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2025-12-30 DOI: 10.1029/2025JD045078
Yanhua Wang, Liming Wang, Ruikun Gou, Yin Han, Weizhi Lu, Xiaowei Cui, Yuchen Meng, Yanzheng Yang, Guanghui Lin

Mangrove ecosystems, located at the interface between land and sea, are characterized by periodic tidal inundation and salinity fluctuations, which exhibit complex land–atmosphere interactions influencing the water cycle. This study evaluated the Sigmoid Generalized Complementary (SGC) equation for estimating evaporation in a subtropical mangrove forest in the southern China, focusing on the effects of tidal inundation time fraction (TI) and salinity (SAL) on both evaporation and model parameters. Using a decade of eddy covariance and meteorological data, we found that the SGC equation accurately captured the diurnal and seasonal evaporation dynamics achieving high performance (R2 = 0.94, RMSE = 11.98 W m−2; daily) with the best-fit parameters (α = 1.13, b = ∞). α is the atmospheric character parameter representing the atmospheric advection effect and b is the land surface parameter representing the surface moisture condition. Although TI had limited impact on the evaporation magnitude, it sufficiently affected parameter b which transitioned from land-like to open-water characteristics as inundation increased. Salinity did not significantly affect the SGC parameters but was negatively correlated with monthly evaporation, especially when exceeding about 15 PSU. Diurnally, evaporation was primarily controlled by net radiation rather than water level or salinity, and no water-energy decoupling was observed at the seasonal scale. These findings demonstrate the robustness and applicability of the SGC framework in intertidal environments, offer a new perspective for modeling evaporation in intertidal zones, and provide new insights into the interactions between hydrological drivers, salinity stress, and evaporation in mangroves.

红树林生态系统位于陆地和海洋的交界面,其特征是周期性的潮汐淹没和盐度波动,表现出影响水循环的复杂的陆地-大气相互作用。本文利用Sigmoid广义互补(SGC)方程估算了中国南方亚热带红树林的蒸发量,重点研究了潮汐淹没时间分数(TI)和盐度(SAL)对蒸发量和模型参数的影响。利用近10年的涡动相关和气象数据,我们发现SGC方程在最佳拟合参数(α = 1.13, b =∞)下准确地捕捉了日和季节蒸发动态(R2 = 0.94, RMSE = 11.98 W m−2;daily)。α为大气特征参数,表示大气平流效应;b为地表参数,表示地表湿度状况。虽然TI对蒸发强度的影响有限,但它对参数b的影响是充分的,随着淹没量的增加,参数b从陆地特征向开阔水域特征过渡。盐度对SGC参数的影响不显著,但与月蒸发量呈负相关,特别是在超过15psu左右时。日蒸发主要受净辐射而非水位或盐度控制,在季节尺度上不存在水能解耦现象。这些发现证明了SGC框架在潮间带环境中的鲁棒性和适用性,为潮间带蒸发模拟提供了新的视角,并为水文驱动因素、盐度胁迫和红树林蒸发之间的相互作用提供了新的见解。
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引用次数: 0
Characteristics of Antarctic Stratospheric Variability During Winter: A Case Study of the 2024 Sudden Stratospheric Warming and Its Surface Impacts 南极平流层冬季变率特征——以2024年平流层突然变暖及其地表影响为例
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2025-12-29 DOI: 10.1029/2025JD045089
Eun-Pa Lim, David W. J. Thompson, Amy H. Butler, Matthew C. Wheeler, Hisashi Nakamura, Martin Jucker, Julie M. Arblaster, Harry H. Hendon, Paul A. Newman, Lawrence Coy

In mid-winter 2024, extraordinary stratospheric warming occurred over the sub-Antarctic region with two distinctive warming maxima in mid-July to early August, followed by record negative anomalies in the southern annular mode (SAM) during late July to early August. However, the causality between these stratospheric and tropospheric extreme events remains unclear due to the rarity of such downward coupling during Southern Hemisphere (SH) winter—previous Antarctic stratospheric warmings and their associated downward coupling have largely occurred during SH spring. Here we provide insights into the dynamics and climate impacts of wintertime Antarctic vortex variability during 1979–2023 and compare the climatological behavior of wintertime SH stratosphere-troposphere coupling with that observed during mid-winter 2024. During 1979–2023, compared to the springtime stratospheric polar vortex variability in the SH, which is characterized by variations in vortex strength and breakdown timing and its robust signature in surface climate, wintertime variability in the SH stratospheric circulation is marked by expansion and contraction of the vortex with generally weak linkages to surface circulation. The 2024 mid-winter event mirrored many historical features of wintertime variability at stratospheric levels but had a much stronger signature in surface climate. It was unique with a record contraction of the vortex accompanied by record increases in polar stratospheric temperatures for July. These unusual stratospheric conditions atypically led to substantially higher-than-normal Antarctic ozone concentrations in July and August, delaying the development of the ozone hole, and record negative values in the SAM and extraordinary warmth over the Antarctic continent in early August 2024.

2024年冬季中期,亚南极地区平流层异常升温,在7月中旬至8月初出现了两个明显的升温高峰,随后在7月下旬至8月初出现了创纪录的南环模(SAM)负异常。然而,这些平流层和对流层极端事件之间的因果关系尚不清楚,因为在南半球(SH)冬季-之前的南极平流层变暖期间很少出现这种向下耦合,而它们相关的向下耦合主要发生在SH春季。本文研究了1979-2023年冬季南极涡旋变率的动力学和气候影响,并与2024年冬季中期观测到的冬季SH平流层-对流层耦合的气候行为进行了比较。1979-2023年,春季北半球平流层极地涡旋的变化特征表现为涡旋强度和破裂时间的变化及其在地面气候中的强大特征,而冬季北半球平流层环流的变化特征则表现为涡旋的扩张和收缩,与地面环流的联系一般较弱。2024年的隆冬事件反映了平流层冬季变化的许多历史特征,但在地表气候中具有更强的特征。这是独一无二的,伴随着7月份极地平流层温度的创纪录上升,涡旋出现了创纪录的收缩。这些不寻常的平流层条件导致南极7月和8月臭氧浓度明显高于正常水平,延缓了臭氧空洞的发展,并在2024年8月初出现了SAM的负值和南极大陆的异常温暖。
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引用次数: 0
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Journal of Geophysical Research: Atmospheres
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