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Investigation on the Coherent Component of SHARAD Surface Echo and Surface Roughness: Scaling Behavior and Influence of Hurst Exponent SHARAD表面回波相干分量与表面粗糙度研究:赫斯特指数的标度行为及影响
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-02-04 DOI: 10.1029/2024EA004081
Tiansheng Hong, Yan Su, Elena Pettinelli, Roberto Orosei, Sebastian Emanuel Lauro, Zhibin Li, Chunyu Ding, Elisabetta Mattei, Barbara Cosciotti, Chunlai Li

The radar surface echo can be separated into coherent and incoherent components by statistical approaches, and the coherent component can be described by a backscattering model related to the RMS height. According to backscattering models for fractal surfaces, the coherent power in decibels decreases with RMS height on a scale independent of the wavelength at a rate depending on the Hurst exponent and the roughness scale. We extract the coherent power in four research areas by fitting the amplitude distribution of the Martian surface echoes recorded by the SHARAD radar, and compare the coherent power with the RMS height derived from pulse width of the MOLA laser altimeter. Scatter plots of squared MOLA-derived RMS height-coherent power are drawn to estimate the rates of coherent power fall-off by linear fitting, and the fitting power fall-off rates are compared to the Hurst exponents derived from digital terrain models in those areas. The fitting rates decrease with the Hurst exponent, similar to the theoretical rates. However, the fitting rates decrease with the Hurst exponent more sharply than the theoretical prediction. We explain the mismatch with a linear assumption between different roughness parameters, which helps to estimate the Hurst exponent, and a significant discrepancy between the wavelength and the roughness scale might influence the estimation results due to the scaling dependence of the Hurst exponent. This paper offers an opportunity to learn about the Hurst exponent at a tens-of-meter scale.

雷达表面回波可以通过统计方法分离为相干分量和非相干分量,相干分量可以通过与均方根高度相关的后向散射模型来描述。根据分形表面的后向散射模型,以分贝为单位的相干功率随均方根高度的减小而减小,其速率与波长无关,取决于赫斯特指数和粗糙度尺度。通过拟合SHARAD雷达记录的火星表面回波的幅值分布,提取了四个研究区域的相干功率,并将相干功率与MOLA激光高度计脉冲宽度计算的RMS高度进行了比较。绘制了mola导出的均方根高度相干功率的散点图,通过线性拟合估计相干功率衰减率,并将拟合功率衰减率与数字地形模型导出的Hurst指数进行了比较。拟合率随赫斯特指数的增大而减小,与理论拟合率相似。然而,拟合率随Hurst指数的下降比理论预测的下降幅度更大。我们用线性假设解释了不同粗糙度参数之间的不匹配,这有助于估计Hurst指数,并且由于Hurst指数的尺度依赖性,波长和粗糙度尺度之间的显着差异可能会影响估计结果。本文提供了一个在十米尺度上学习赫斯特指数的机会。
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引用次数: 0
Lead and Floe Detection From CryoSat-2 Radar and ICESat-2 Laser Altimetry 基于CryoSat-2雷达和ICESat-2激光测高的铅和浮冰探测
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-31 DOI: 10.1029/2025EA004399
R. Tilling, A. Egido, J. Harbeck, N. Kurtz, A. Petty, A. Ridout, A. Shepherd, J. Wimert, D. Yi

Differences in satellite sampling affect their ability to resolve small-scale features over Arctic sea ice. For CryoSat-2 (CS2) and ICESat-2 (IS2) these differences are driven by geometric (footprint resolution) and radiometric (radar or laser) sampling. Here we compare growth season (October-April) surface type densities (the detected densities of lead, floe, and ambiguous targets) from CS2 and IS2 products, Arctic-wide over a common mission period. We develop these products using standard and fully-focused CS2 sea ice processing, IS2 ATL07 sea ice height data, and IS2 ATL10 sea ice freeboard data. Our analysis shows agreement in the spatial distributions of lead and floe densities between products, but significant variations in magnitude. Average floe densities from CS2 standard and fully-focused processing are 40% and 41% respectively, but 91% for all IS2 products. The average lead density from CS2 standard processing is 45%, and below 10% for all other products. The factors causing ambiguous classifications and misclassifications differ between satellites; while CS2 is more susceptible to off-nadir ranging to leads, IS2 retrievals are complicated by variable apparent lead brightness at nadir, and the presence of ridged ice. We also investigate the impact of sampling on sea ice floe length estimates, which average 1.8–2.9 km. Finally, we assess the performance of CS2 and IS2 surface type classification along near-coincident CRYO2ICE orbits. Based on our results we encourage CS2 and IS2 data users to consider how satellite sampling impacts true geophysical retrievals, and to utilize both missions simultaneously to benefit from their complementary strengths.

卫星采样的差异影响了它们解决北极海冰小尺度特征的能力。对于CryoSat-2 (CS2)和ICESat-2 (IS2),这些差异是由几何(足迹分辨率)和辐射(雷达或激光)采样驱动的。在这里,我们比较了CS2和IS2产品的生长季节(10月至4月)表面类型密度(检测到的铅、浮冰和模糊目标的密度),在一个共同的任务期间,北极范围内。我们使用标准的、完全集中的CS2海冰处理、IS2 ATL07海冰高度数据和IS2 ATL10海冰干舷数据来开发这些产品。我们的分析表明,产品之间铅和浮石密度的空间分布是一致的,但在量级上有显著差异。CS2标准处理和全聚焦处理的平均絮凝密度分别为40%和41%,而所有IS2产品的平均絮凝密度为91%。CS2标准处理的平均铅密度为45%,所有其他产品的铅密度均低于10%。造成分类模糊和分类错误的因素因卫星而异;虽然CS2更容易受到离最低点的铅的影响,但IS2的检索由于最低点的视铅亮度变化和脊状冰的存在而变得复杂。我们还研究了采样对海冰长度估计的影响,其平均长度为1.8-2.9 km。最后,我们评估了近重合CRYO2ICE轨道上CS2和IS2表面类型分类的性能。根据我们的结果,我们鼓励CS2和IS2数据用户考虑卫星采样如何影响真正的地球物理检索,并同时利用这两个任务以从它们的互补优势中受益。
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引用次数: 0
Disintegration and Skipping Dynamics of Bilobate-Shaped Meteoroids for Generating Ultra-Long Strewn Fields 产生超长散布场的双叶状流星体的解体和跳跃动力学
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-29 DOI: 10.1029/2025EA004383
Haoyu Li, Ziwen Li, Qingbo Gan, Xiangyuan Zeng

The longest known Aletai meteorite belt presents a unique phenomenon in meteoroid dynamics. To investigate its formation mechanism, this study introduces a bilobate-shaped meteoroid model, emphasizing aerodynamic interactions and structure evolution. The sintered bond model is applied to simulate the tensile, compressive, and shear strengths of the bilobate-shaped meteoroid. Its disintegration is analyzed under the combined effects of aerodynamic forces and self-rotation. After disintegration, the transverse velocity of the sub-spherical fragments is applied to track their dispersal trajectories and calculate the resulting strewn field of meteorites. The influence of aerodynamical shock wave and mass ablation is considered throughout the descent process. Numerical simulations are conducted with varying initial entry conditions, particularly focusing on the initial rotation of the bilobate-shaped meteoroid. The study focuses on the mechanism of the skipping trajectory and the associated strewn field during the meteoroid's dynamical evolution. The results highlight the critical role of bilobate-shaped meteoroids in generating skipping trajectories and provide new insights into the formation of Aletai-like ultra-long meteorite belt.

已知最长的阿勒泰陨石带在流星体动力学中呈现出独特的现象。为了研究其形成机制,本研究引入了一个双叶状流星体模型,强调气动相互作用和结构演化。采用烧结键模型模拟了双叶状流星体的拉伸、压缩和剪切强度。分析了其在气动力和自旋共同作用下的解体。在分解后,利用亚球面碎片的横向速度跟踪其扩散轨迹,并计算得到的陨石抛撒场。在整个下降过程中考虑了气动激波和质量烧蚀的影响。在不同的初始进入条件下进行了数值模拟,特别关注了双叶状流星体的初始旋转。重点研究了流星体动力学演化过程中跳跃轨迹及其相关的抛撒场的形成机制。该结果突出了双叶状流星体在产生跳跃轨迹中的关键作用,并为阿勒泰类超长陨石带的形成提供了新的见解。
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引用次数: 0
Evaluate the Prediction Level of Polar Motion Interpolation for 6 hr in Ideal and Real Environments 评估在理想和真实环境下6小时极运动插值的预测水平
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-24 DOI: 10.1029/2025EA004866
Wei Miao, Xueqing Xu, Yonghong Zhou

With the increasing demands for global development, deep space exploration missions are taking place more frequently, rendering the traditional 24-hr Polar Motion (PM) predictions inadequate for supporting the frequent operations of spacecraft. Therefore, this study utilized the mainstream EOP C04 and EOP C04 spliced with the final.daily series to evaluate the performance of interpolating PM to 6-hr and then forecasting, under both ideal and real-world environments. Interpolation is performed using the Stable Ultra-high-Precision-Radial-Basis-Function (SURBF) and the Seasonal-Trend-Residual decomposition with adaptive interpolation (STR). Prediction is carried out using the Least Squares and Autoregressive (LS + AR). Our findings indicate that the two input formats, namely interpolating prior to column assignment in the idealized case and direct column assignment before interpolation in the real-world environments, greatly affect prediction results. The former takes full advantage of the disclosed subsequent information, achieving a first-day MAE of less than 0.1mas. The latter adheres to the actual conditions, resulting in a first-day MAE above 0.2mas and performing worse than traditional forecasting. Additionally, we evaluated the forecasting performance using 6-hr International GNSS Service Ultra-rapid (IGU) inputs and found that it not only surpasses traditional methods but also outperforms USNO forecasts over the 1–10 days. Therefore, we do not recommend interpolating 24-hr to 6-hr, as interpolation is essentially a guess and does not provide meaningful information. This study only recommends using IGU-6h derived from real observational data to obtain 6-hr PM predictions. These findings can assist practical deep space exploration projects in making informed decisions when selecting 6-hr PM predictions.

随着全球发展需求的增加,深空探测任务的发生频率越来越高,传统的24小时极运动(PM)预测已不足以支持航天器的频繁运行。因此,本研究采用主流的EOP C04,并与最终的EOP C04拼接。在理想和现实环境下,评估将PM插值到6小时然后进行预测的性能。采用稳定超高精度径向基函数(SURBF)和季节性趋势残差分解自适应插值(STR)进行插值。使用最小二乘法和自回归(LS + AR)进行预测。我们的研究结果表明,两种输入格式,即在理想情况下在列分配之前插入和在现实环境中在插入之前直接列分配,极大地影响了预测结果。前者充分利用了披露的后续信息,实现了首日MAE低于0.1mas。后者符合实际情况,导致首日MAE高于0.2mas,表现不如传统预测。此外,我们使用6小时国际GNSS服务超快速(IGU)输入评估预测性能,发现它不仅超过传统方法,而且在1-10天内优于USNO预测。因此,我们不建议将24小时插值到6小时,因为插值本质上是一种猜测,并不能提供有意义的信息。本研究仅建议使用从实际观测数据中得出的IGU-6h来获得6小时PM预测。这些发现可以帮助实际的深空探测项目在选择6小时PM预测时做出明智的决策。
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引用次数: 0
Development and Validation of the GEANT4 Model of the Electron Proton Helium Instrument on Board the SOHO Spacecraft Utilizing the Accelerator Measurements at the Hahn-Meitner Institute Berlin 利用柏林Hahn-Meitner研究所加速器测量的SOHO航天器上电子质子氦仪器GEANT4模型的开发和验证
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-23 DOI: 10.1029/2025EA004713
M. Hörlöck, B. Heber, S. Jensen, P. Kühl, H. Sierks

Context. The Electron Proton Helium INstrument (EPHIN) aboard SOlar and Heliospheric Observatory is a particle telescope that measures energetic protons and helium above 4 MeV/nuc and electrons above 150 keV. While a calibration of EPHIN has been performed before launch, it has only partially been assessed reducing the accuracy of the detector and dead layer thicknesses of each detector. However, these parameters are crucial for the correct representation of the instrument in simulation runs which are necessary for detailed analysis of the instruments measurements in space. Aims. An accurate representation of EPHINs detector geometry has been derived from the calibration results. These improvements compared to previous detector models will allow for lower systematic uncertainties as well as new data products for the EPHIN data at high energies. Methods. EPHIN was calibrated using a 4He beam aimed at a gold target. The various particle populations produced in the target were then filtered using a rigidity filter. The measured energy loss distributions in each individual detector have been compared to GEANT4 simulations. The thicknesses and dead layer thicknesses of each detector have been varied in the simulation setup to achieve best agreements between simulation and calibration. Results. Good agreements between simulation and calibration have been reached. Most energy loss distribution fall within a 3 % margin, compared to differences of more than 10 % in earlier models.

上下文。太阳和日光层天文台上的电子质子氦仪器(EPHIN)是一种粒子望远镜,可以测量4兆电子伏特/努克以上的高能质子和氦以及150千电子伏特以上的电子。虽然在发射前对EPHIN进行了校准,但仅对其进行了部分评估,从而降低了探测器的精度和每个探测器的死区厚度。然而,这些参数对于在模拟运行中正确表示仪器是至关重要的,这对于详细分析仪器在太空中的测量是必要的。目标。从标定结果中得到了EPHINs探测器几何形状的精确表示。与以前的探测器模型相比,这些改进将允许更低的系统不确定度以及高能EPHIN数据的新数据产品。方法。EPHIN是用4He光束对准一个金目标来校准的。然后使用刚性滤波器过滤目标中产生的各种粒子群。测量的能量损失分布在每个单独的探测器已经比较了模拟GEANT4。在模拟设置中改变了每个探测器的厚度和死层厚度,以达到模拟和校准之间的最佳一致性。结果。仿真结果与标定结果吻合较好。大多数能量损失分布在3%的范围内,而在早期的模型中差异超过10%。
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引用次数: 0
Deep-Ultraviolet (DUV) Raman and Fluorescence of Perchlorates and Chlorates: Implications for the Detection of Oxychlorines by the SHERLOC Instrument in Jezero Crater, Mars 高氯酸盐和氯酸盐的深紫外拉曼和荧光:火星耶泽罗陨石坑SHERLOC仪器检测氧氯的意义
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-19 DOI: 10.1029/2025EA004512
J. V. Clark, R. S. Jakubek, P. Conrad, E. Cardarelli, D. Buckner, A. Corpolongo, W. J. Abbey, K. Hand, M. Fries, P. Casbeer, S. Siljeström, F. M. McCubbin, S. Sharma, C. Lee, R. Bhartia, A. Steele

Oxychlorines (i.e., perchlorates (ClO4) and chlorates (ClO3)) have been detected by several landed missions on Mars at various locations. These missions have provided crucial information about the geographic distribution and abundances of oxychlorines on Mars but have not definitively identified the cation and anion type of in situ, solid oxychlorines. By speciating and precisely locating oxychlorines in Martian rocks, we may be able to better interpret the aqueous history of the rocks, understand the chlorine cycle on Mars, understand the chlorine isotope systematics on Mars, identify the potential for liquid brines on the surface, and advance in situ resource utilization activities for future robotic or landed missions. The Scanning Habitable Environments with Raman and Luminescence for Organics and Chemicals (SHERLOC) instrument on the Mars 2020 Perseverance rover may have the ability to identify oxychlorine species (i.e., cation and anion) in solid surface targets due to their characteristic Raman and fluorescence bands. Additionally, the location and distribution of oxychlorines within rocks can be determined using the Autofocus and Context Imager (ACI) or Wide Angle Topographic Sensor for Operations and eNgineering (WATSON) camera, a subsystem of SHERLOC that provides high-resolution, close-up images of targets analyzed by the SHERLOC Deep-Ultraviolet Raman spectrometer. The overarching goal of this work is to test SHERLOC's ability to identify and differentiate oxychlorine species in synthetic pure and natural mixed samples using a laboratory analog to the SHERLOC Raman and fluorescence spectrometer, identify instrumental limitations, and to further constrain potential detections made within Jezero crater, Mars.

几个登陆火星的任务已经在不同地点探测到氧氯(即高氯酸盐(ClO4−)和氯酸盐(ClO3−))。这些任务提供了关于火星上氧氯的地理分布和丰度的重要信息,但尚未明确确定原位固体氧氯的正离子和阴离子类型。通过确定和精确定位火星岩石中的氧氯,我们可以更好地解释岩石的含水历史,了解火星上的氯循环,了解火星上的氯同位素系统,确定火星表面存在液态盐水的可能性,并为未来的机器人或着陆任务推进原位资源利用活动。火星2020“毅力”号火星车上的“用拉曼和有机物和化学物质发光扫描可居住环境”(SHERLOC)仪器可能具有识别固体表面目标中氧氯物种(即阳离子和阴离子)的能力,因为它们的拉曼和荧光波段具有特征。此外,岩石中氧氯的位置和分布可以使用自动对焦和环境成像仪(ACI)或用于操作和工程的广角地形传感器(WATSON)相机确定,这是SHERLOC的一个子系统,可提供SHERLOC深紫外拉曼光谱仪分析目标的高分辨率特写图像。这项工作的总体目标是测试SHERLOC在合成纯和天然混合样品中识别和区分氧氯物种的能力,使用SHERLOC拉曼和荧光光谱仪的实验室模拟物,确定仪器的局限性,并进一步限制在火星Jezero陨石坑内进行的潜在检测。
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引用次数: 0
Uncertainty Propagation From Radio Occultation Profiles to Aggregated Atmospheric Gridded Fields 从射电掩星剖面到聚集大气网格场的不确定性传播
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-16 DOI: 10.1029/2025EA004389
S. Scher, F. Ladstädter, M. Schwärz, J. Innerkofler, G. Kirchengast

Radio occultation is a well-established remote sensing method that provides reliable estimates of atmospheric profiles of diverse variables, including temperature and pressure. However, as with all indirect methods, radio occultation has some inherent systematic and random error effects, which lead to observational uncertainties. While propagation of uncertainties along the processing chain for individual radio occultation profiles was described in recent studies, this uncertainty information has not yet been carried forward to climatological fields. We close this gap and present an uncertainty propagation procedure that provides uncertainty estimates for aggregated means for climate applications. Estimated random uncertainties, basic and apparent systematic uncertainties and sampling uncertainties (due to the discrete sampling by profiles) are propagated through the aggregation process, resulting in uncertainty estimates for gridded fields. We demonstrate the new procedure for two test months and representative variables, inspecting monthly mean profiles for refractivity, dry temperature and physical temperature measurements. Results show that estimated random uncertainties and residual sampling uncertainties (after sampling bias correction) have similar magnitudes, both decreasing with increasing spatial aggregation sizes and corresponding increasing number of aggregated observations. At small aggregation they are the main contributors to uncertainty in refractivity, and important contributors to uncertainty of temperature. Systematic uncertainty, whose magnitude is independent of the number of profiles, is for refractivity the main source of uncertainty for larger aggregation sizes, and for pressure and dry temperature at all commonly used aggregation sizes. All uncertainty components exhibit pronounced spatial variation over the globe, with polar regions showing the greatest uncertainty.

无线电掩星是一种完善的遥感方法,可提供各种变量(包括温度和压力)的大气剖面的可靠估计。然而,与所有间接方法一样,无线电掩星具有一些固有的系统和随机误差效应,从而导致观测的不确定性。虽然在最近的研究中描述了不确定性沿着单个无线电掩星剖面的处理链传播,但这种不确定性信息尚未被转移到气候领域。我们缩小了这一差距,并提出了一个不确定性传播程序,该程序为气候应用的汇总平均值提供了不确定性估计。估计的随机不确定性、基本的和明显的系统不确定性以及抽样不确定性(由于剖面的离散抽样)通过聚合过程传播,从而产生网格场的不确定性估计。我们演示了两个测试月的新程序和代表性变量,检查了折射率、干温度和物理温度测量的月平均剖面。结果表明,随机不确定性估计值和抽样偏差校正后的剩余抽样不确定性值具有相似的量级,均随着空间聚集尺度的增大和聚集观测数的增加而减小。在小聚集时,它们是造成折射率不确定度的主要因素,也是造成温度不确定度的重要因素。系统不确定度的大小与剖面的数量无关,对于折射率来说,系统不确定度是较大团聚体尺寸的不确定度的主要来源,对于所有常用团聚体尺寸的压力和干温度来说,系统不确定度也是不确定度的主要来源。所有不确定性分量在全球范围内都表现出明显的空间变化,其中极地地区的不确定性最大。
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引用次数: 0
Enhancing Active Channel Delineation in Alluvial Rivers Using Monthly Aggregation of Sentinel-2 Imagery 利用Sentinel-2影像月聚合增强冲积河流活动河道圈定
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-14 DOI: 10.1029/2025EA004642
Elisa Bozzolan, Elisa Matteligh, Andrea Brenna, Martina Cecchetto, Nicola Surian, Patrice Carbonneau, Simone Bizzi

The active channel of alluvial rivers delineates areas of geomorphic activity over a defined time window. While increasing satellite data availability enables monthly active channel delineations, multi-year analyses often rely on temporal aggregates (e.g., annual medians) to reduce computational costs and intra-annual variability. The potential of monthly information to improve active channels delineation and geomorphic interpretation remains largely unexplored. In this work, we delineated active channels for the Po River (Italy) by aggregating monthly Sentinel-2 classifications of river water and sediment bars into annual frequency maps at 10 m resolution. Annual aggregation mitigated monthly sediment underestimation (12%) but also amplified model overestimation biases (15%). Monthly classification persistence (e.g., classified as active channel for more than N months/year) was then used to reduce these errors and produce active channel areas that closely match those manually delineated from 30 cm orthophotos. The spatiotemporal variability of monthly classifications also show that the active channel area of dynamic reaches can vary ∼50% over the year. These changes revealed areas most prone to water-stage fluctuations, sediment transport, as well as zones seasonally or progressively colonized by vegetation—patterns hidden in single orthophotos or annual medians. Less dynamic reaches, by contrast, showed minimal differences between annual and monthly-based delineation methods. These findings emphasize the importance of adapting temporal aggregation to the river type and process analysed, with sub-annual resolutions better capturing, in dynamic rivers, seasonal and progressive active channel reconfigurations, along with their interaction with sediment and vegetation dynamics.

冲积河流的活动河道在一定的时间窗口内划定了地貌活动区域。虽然越来越多的卫星数据可用性可以实现每月活动通道的描绘,但多年分析通常依赖于时间总量(例如,年中位数)来减少计算成本和年内变率。每月的信息潜力,以改善活动通道的划定和地貌解释仍在很大程度上未被探索。在这项工作中,我们通过将每月Sentinel-2分类的河水和沉积物汇总到10米分辨率的年度频率图中,描绘了波河(意大利)的活跃通道。年累积减轻了每月沉积物的低估(12%),但也放大了模型高估的偏差(15%)。然后使用每月分类持久性(例如,分类为活动通道超过N个月/年)来减少这些误差,并产生与从30厘米正射影像手动划定的活动通道区域密切匹配的活动通道区域。月分类的时空变异性也表明,动态河段的活跃通道面积在年内变化约50%。这些变化揭示了最容易发生水期波动、沉积物运输的地区,以及季节性或逐渐被植被模式覆盖的地区,这些模式隐藏在单张正射影像或年中位数中。相比之下,较少动态的河段在基于年和基于月的划定方法之间的差异很小。这些发现强调了使时间聚集适应所分析的河流类型和过程的重要性,在动态河流中,次年分辨率更好地捕获了季节性和渐进式活跃河道重构,以及它们与沉积物和植被动态的相互作用。
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引用次数: 0
Automatic Earthquake Declustering Using the Nearest-Neighbor Distance 使用最近邻距离的自动地震聚类
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-14 DOI: 10.1029/2025EA004539
P. Bountzis, E. Lippiello, S. Baccari, G. Petrillo

In the widely adopted description of seismic occurrence, earthquakes are categorized as either background or triggered events. In this work, we present a fully automated, non-parametric algorithm for distinguishing between these two categories, a process known as seismic declustering, based on the widely used nearest-neighbor (NN) metric. We introduce a new measure, the susceptibility index, which identifies an optimal threshold to discriminate between background and triggered events within the NN metric. Through statistical testing on simulated epidemic type aftershock sequence catalogs, we demonstrate that our method yields classification metrics exceeding 90%, outperforming state-of-the art algorithms. Notably, we show that a single threshold is sufficient for reliable discrimination within a given data set. The identification of this threshold requires memory capacity and computational time that scale linearly and quadratically with the data set size, respectively, making the method particurarly suited for large earthquake catalogs. We also apply our method to the relocated Southern California catalog and the GeoNet catalog of New Zealand (NZ). Our method effectively adapts across the different tectonic settings, capturing the variability of background seismicity rates between the shallow crustal events of Southern California and the tectonically diverse seismicity of NZ.

在广泛采用的地震发生描述中,地震分为背景事件和触发事件。在这项工作中,我们提出了一种全自动的非参数算法,用于区分这两种类别,这一过程称为地震聚类,基于广泛使用的最近邻(NN)度量。我们引入了一种新的度量,即敏感性指数,它在神经网络度量中识别出区分背景事件和触发事件的最佳阈值。通过对模拟流行病型余震序列目录的统计测试,我们证明我们的方法产生的分类指标超过90%,优于最先进的算法。值得注意的是,我们表明,在给定的数据集内,单个阈值足以进行可靠的区分。这个阈值的识别需要内存容量和计算时间,它们分别与数据集大小成线性和二次比例,这使得该方法特别适合大型地震目录。我们还将我们的方法应用于重新定位的南加州目录和新西兰(NZ)的GeoNet目录。我们的方法有效地适应了不同的构造环境,捕捉了南加州浅层地壳事件和新西兰构造多样性地震活动之间背景地震活动率的变化。
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引用次数: 0
The THEMIS Control Network of Mars 忒弥斯火星控制网
IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-12 DOI: 10.1029/2025EA004758
R. L. Fergason, L. Weller, M. T. Bland

The accurate co-registration of geospatial data is necessary to answer questions that cross-cut disciplines and are key to understanding fundamental questions about our Solar System. To address this need and provide an updated product for Mars that is tied to a common reference frame, we have photogrammetrically controlled Thermal Emission Imaging System (THEMIS) daytime and nighttime infrared IR images. Using this improved image position knowledge, we generated orthorectified daytime and nighttime IR mosaics of Mars at 100 m per pixel for the ±65° latitude region of Mars. The updated spacecraft position and pointing information for the images is also released as SPICE kernels. The co-registration between individual THEMIS images achieves sub-pixel precision, and the average accuracy with which we know the position of any feature within the THEMIS controlled products is approximately 200 m horizontally. A globally controlled image set, with quantified accuracy and precision, is necessary to facilitate exploration and discovery for all bodies in the Solar System. Controlling THEMIS data allows multi-instrument science to be performed with significantly higher confidence as precise co-registration, and the accuracy knowledge of that registration, is necessary for analyses designed to extract information from the subtle differences between multiple images. A global image mosaic of Mars where uncertainties in the absolute image position are well characterized serves a wide range of purposes, including landing site evaluations, providing an accurate base to which high-resolution images (e.g., CTX and HiRISE) can be tied, and enables the fusion of multiple data types within a single framework.

地理空间数据的精确联合登记对于回答交叉学科的问题是必要的,也是理解太阳系基本问题的关键。为了满足这一需求,并为火星提供与共同参考框架相关联的更新产品,我们拥有摄影测量控制的热发射成像系统(THEMIS)白天和夜间红外图像。利用这种改进的图像位置知识,我们在火星±65°纬度地区以每像素100米的速度生成了正校正的火星白天和夜间红外马赛克。更新的航天器位置和指向图像的信息也作为SPICE内核发布。单个THEMIS图像之间的共同配准达到亚像素精度,我们知道THEMIS受控产品中任何特征位置的平均精度约为200米水平。一个全局控制的图像集,具有量化的准确度和精度,是促进探索和发现太阳系中所有天体所必需的。控制THEMIS数据可以使多仪器科学以更高的置信度进行,因为精确的共同配准以及该配准的准确性知识对于从多幅图像之间的细微差异中提取信息的分析是必要的。在火星的全球图像马赛克中,绝对图像位置的不确定性被很好地描述为广泛的目的,包括着陆点评估,为高分辨率图像(例如CTX和HiRISE)提供精确的基础,并使多种数据类型能够在单一框架内融合。
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Earth and Space Science
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