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The nonlinear effects in bathymetric prediction from altimetric gravity data 高程重力资料在水深预测中的非线性效应
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-05-14 DOI: 10.1007/s00190-025-01964-4
Heyuan Sun, Taoyong Jin, Yikai Feng, Weikang Sun, Mao Zhou, Heyang Sun

Most present-day bathymetric prediction solely addresses the linear mapping relationship between gravity signals and bathymetric data, disregarding nonlinearity’s effects, despite a probable nonlinear mapping between gravity signals and the seafloor topography. This paper investigates the consequences of excluding nonlinear terms in predicting bathymetry and reaches focused conclusions for different types of seafloor topography. The nonlinear effects were assessed by modelling the gravity signals generated by seafloor topographies with different topographic relief, topographic sizes, and basal depths. The results demonstrate that the nonlinear effect is more pronounced in shallow seas compared to deep seas for the same topographic relief. Furthermore, the consequences of ignoring nonlinear terms become more significant as topographic relief increases and topographic sizes decrease. The experiment on topographic sensitivity demonstrates that nonlinear gravity signals are able to detect small-scale topography more acutely, with higher orders corresponding to smaller sensitive topographic sizes. Using the Emperor seamount chain as an illustrative example, the nonlinear mapping is created by employing the eXtreme Gradient Boosting. The prediction accuracy of bathymetry using gravity anomalies has increased by 13%, whereas the predictive precision through vertical gravity gradient anomalies has risen by 7%. These results confirm the conclusions drawn from the simulation experiment. In addition, the results of the global nonlinear effects indicate that the regions most impacted are situated in the trenches along the plate boundaries, the eastern Pacific, and the Atlantic Ridge. The prediction of bathymetry will benefit from the consideration of nonlinear relationships, particularly for shallow sea and small-scale topography.

尽管重力信号和海底地形之间可能存在非线性映射,但目前大多数测深预测仅处理重力信号和测深数据之间的线性映射关系,而忽略了非线性的影响。本文研究了排除非线性项对预测水深的影响,并针对不同类型的海底地形得出了有针对性的结论。通过模拟不同地形起伏度、地形大小和基底深度的海底地形产生的重力信号,评估了非线性效应。结果表明,相同地形起伏度下,浅海的非线性效应比深海更明显。此外,随着地形起伏度的增加和地形尺寸的减小,忽略非线性项的后果变得更加显著。地形灵敏度实验表明,非线性重力信号对小尺度地形的探测能力更强,其阶数越高,敏感地形尺寸越小。以皇帝海山链为例,采用极限梯度增强技术创建了非线性映射。利用重力异常的测深预测精度提高了13%,利用垂直重力梯度异常的测深预测精度提高了7%。这些结果证实了仿真实验的结论。此外,全球非线性效应的结果表明,受影响最大的区域位于沿板块边界的海沟、东太平洋和大西洋脊。考虑非线性关系,特别是对浅海和小尺度地形的非线性关系,将有利于水深的预测。
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引用次数: 0
Gravity field modeling with voxel-based density distributions 基于体素密度分布的重力场建模
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-05-12 DOI: 10.1007/s00190-025-01963-5
Benjamin Haser, Thomas Andert

Space missions to small bodies like asteroids, comets, and moons rely on physics-based simulations to test guidance and control systems. However, accurately modeling their gravitational fields is challenging due to their highly irregular shapes and limited knowledge of their internal structures, complicating orbit planning and landing maneuvers. This study presents a new approach to model realistic density distributions based on Voxel-shaped mass concentrations. We apply body-specific constraints to three-dimensional Perlin noise, supplemented with normalization and segmentation techniques. Additionally, various structural elements can be incorporated into the density distribution. These include centralized and decentralized shells of different thicknesses and densities, as well as anomalies of varying sizes and shapes. Normalization techniques ensure the body’s total mass conservation. We validate our method by calculating the gravitation of a cube and sphere with constant density and comparing it with its analytical solution. We further compare our method with other mascon approaches and the polyhedral method at different Voxel resolutions and conduct additional performance evaluations of our method using test scenarios with focus on geophysical parameters such as the moments of inertia tensor and the gravity field’s spherical harmonics expansion. Our results demonstrate the method’s ability to account for realistic density distributions and to accurately compute the corresponding gravitational fields and geophysical properties.

对小行星、彗星和卫星等小天体的太空任务依赖于基于物理的模拟来测试制导和控制系统。然而,由于它们高度不规则的形状和对其内部结构的有限了解,使轨道规划和着陆机动复杂化,准确地建模它们的引力场是具有挑战性的。本研究提出了一种基于体素形质量浓度来模拟真实密度分布的新方法。我们将身体特定约束应用于三维柏林噪声,并辅以归一化和分割技术。此外,各种结构元素可以纳入密度分布。这些包括不同厚度和密度的集中式和分散式壳,以及不同尺寸和形状的异常。归一化技术保证了物体的总质量守恒。我们通过计算定密度立方体和球的引力,并将其与解析解进行比较,验证了我们的方法。我们进一步将我们的方法与其他mascon方法和多面体方法在不同体素分辨率下进行了比较,并使用测试场景对我们的方法进行了额外的性能评估,重点关注地球物理参数,如惯性张量矩和重力场的球面谐波展开。我们的结果表明,该方法能够考虑到实际的密度分布,并准确计算相应的引力场和地球物理性质。
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引用次数: 0
IAG newsletter
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-05-10 DOI: 10.1007/s00190-025-01966-2
Gyula Tóth
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引用次数: 0
Three-dimensional tomographic reconstruction of ionospheric sporadic E layers with constraints from GNSS radio occultation data GNSS射电掩星数据约束下电离层散射E层三维层析重建
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-05-05 DOI: 10.1007/s00190-025-01962-6
Tianyang Hu, Xiaohua Xu, Jia Luo, Haifeng Liu

Ionospheric sporadic E (Es) layers are thin layers with enhanced ionospheric electron densities (IEDs) which occur frequently in ionospheric E region. Previous detecting method based on ground-based global navigation satellite system (GNSS) observations can only obtain the horizontal maps rather than the vertical distributions and structures of Es layers. This study proposes a computerized ionospheric tomography (CIT) method with constraints from GNSS radio occultation data for the reconstruction of three-dimensional (3-D) structure and evolution of Es layers. The strong Es layers that occurred in Australia on January 11, 2021, and in North America on August 4, 2021, are chosen for reconstruction, and the COSMIC-2 IED profiles in the reconstruction region and its surrounding area are used as constraints in the CIT process. The IED distribution in F region is reconstructed at first by using only slant total electron content (STEC) without significant sudden disturbances, and then the E region contribution to STEC is estimated by subtracting the F region contribution, based on which the 3-D structures of Es layers with high spatial and temporal resolutions are reconstructed consequently. The reconstructed results in F and E regions are assessed separately, which show good consistence with GNSS STEC, global ionospheric maps, or ionosonde observations. The evolution of Es layer structures in the reconstructed region is further analyzed, and the large-scale Es structure spanning over more than 10° in longitude and the movement of Es patches are clearly revealed. Particularly, the reconstruction results successfully trace the vertical variation in the altitudes of Es layers.

电离层零星电子层是电离层E区频繁出现的具有较高电离层电子密度的薄层。以往基于地面全球导航卫星系统(GNSS)观测的探测方法只能获得Es层的水平分布图,无法获得Es层的垂直分布和结构。本研究提出了一种基于GNSS射电掩星数据约束的计算机电离层层析成像(CIT)方法,用于重建Es层的三维结构和演化。选择2021年1月11日在澳大利亚和2021年8月4日在北美发生的强Es层进行重建,将重建区域及其周边的COSMIC-2 IED剖面作为CIT过程的约束条件。首先在没有明显突变的情况下,仅利用倾斜总电子含量(STEC)重建F区的IED分布,然后通过减去F区的贡献估计E区对STEC的贡献,从而重建具有高时空分辨率的Es层三维结构。F区和E区重建结果分别与GNSS STEC、全球电离层图或电离层探空观测结果具有较好的一致性。进一步分析了重建区Es层结构的演化,清晰地揭示了经度超过10°的大规模Es层结构和Es斑块的运动。特别是,重建结果成功地跟踪了Es层高度的垂直变化。
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引用次数: 0
Aligning GPS/Galileo/BDS satellite integer clock products across day boundaries for continuous time and frequency transfer 校准GPS/Galileo/BDS卫星整数时钟产品,实现连续时间和频率传输
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-05-04 DOI: 10.1007/s00190-025-01955-5
Jihang Lin, Jianghui Geng, Qiyuan Zhang

GNSS integer ambiguity precision point positioning (IPPP) with satellite integer clock products is currently one of the most precise techniques for time and frequency transfer. However, a challenging issue that hampered the long-term performance of IPPP is the day-boundary discontinuity (DBD) that manifests at UTC (Coordinated Universal Time) midnights during the processing of multi-day GNSS observations. Users’ remedy to eliminate such receiver clock DBDs is to identify the integer offset of ambiguities across days, but residual DBDs could still potentially exceed 100 ps. In this study, we propose an alternative but more efficient approach to eliminate the DBDs of satellite orbit/clock/bias products as an integral, while users would directly achieve receiver clocks without DBDs rather than being troubled to fix them through carrier-phase ambiguity connection. Such a post-processing alignment approach is applicable to IGS satellite integer products processed in daily batches and does not rely on the respective smoothness of orbits or clocks. After application to the rapid multi-GNSS Experiment (MGEX) product at Wuhan University, the residual discontinuities of satellite integer clocks for each GPS/Galileo/BDS-3 satellite typically do not exceed 0.05 cycles of narrow-lane wavelengths. In continuous time and frequency transfer over a 31-day period, DBDs in all nine IPPP time links are smaller than 25 ps with a standard deviation of 10 ps, compared to 60–90 ps for the legacy strategy and unaligned products. This day-boundary alignment approach is suitable for common satellite integer products in the International GNSS Service (IGS) and has been routinely implemented in Wuhan University’s rapid MGEX satellite orbit/clock/bias products since January 1, 2023.

利用卫星整数时钟产品进行GNSS整数模糊精度点定位(IPPP)是目前最精确的时频传输技术之一。然而,一个具有挑战性的问题阻碍了IPPP的长期性能,即在处理多日GNSS观测期间,在UTC(协调世界时)午夜表现出的日边界不连续(DBD)。用户消除接收机时钟dbd的补救措施是识别天间模糊度的整数偏移量,但剩余dbd仍有可能超过100 ps。在本研究中,我们提出了一种替代但更有效的方法,将卫星轨道/时钟/偏差产品的dbd作为一个积分来消除,而用户将直接获得没有dbd的接收机时钟,而不是通过载波相位模糊连接来修复它们。这种后处理对准方法适用于每天批量处理的IGS卫星整数产品,不依赖于轨道或时钟各自的平滑度。应用于武汉大学快速多gnss实验(MGEX)产品后,每颗GPS/Galileo/BDS-3卫星的卫星整数时钟残差一般不超过0.05个窄道波长周期。在31天的连续时间和频率传输中,所有9个IPPP时间链路的dbd都小于25 ps,标准差为10 ps,而传统策略和未对齐产品的dbd为60-90 ps。这种日边界对准方法适用于国际GNSS服务(IGS)中常见的卫星整数产品,并已于2023年1月1日起在武汉大学快速MGEX卫星轨道/时钟/偏差产品中常规实施。
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引用次数: 0
Accurate computation of gravitational curvature of a tesseroid 曲面重力曲率的精确计算
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-04-29 DOI: 10.1007/s00190-025-01958-2
Xiao-Le Deng

In recent years, the fundamental quantity of the gravitational field has been extended from gravitational potential, gravitational vector, and gravitational gradient tensor to gravitational curvature with its first measurement along the vertical direction in laboratory conditions. Previous studies numerically identified the near-zone and polar-region problems for gravitational curvature of a tesseroid, but these issues remain unresolved. In this contribution, we derive the new third-order central and single-sided difference formulas with one, two, and three arguments using the finite difference method. To solve these near-zone and polar-region problems, we apply a numerical approach combining the conditional split, finite difference, and double exponential rule based on these newly derived third-order difference formulas when the computation point is located below, inside, and outside the tesseroid. Numerical experiments with a spherical shell discretized into tesseroids reveal that the accuracy of gravitational curvature is about 4–8 digits in double precision. Numerical results confirm that when the computation point moves to the surface of the tesseroid, the relative and absolute errors of gravitational curvature do not change much, i.e., the near-zone problem can be adequately solved using the numerical approach in this study. When the latitude of the computation point increases, the relative and absolute errors of gravitational curvature do not increase, which solves the polar-region problem with this stable numerical approach. The provided Fortran codes at https://github.com/xiaoledeng/xtessgc-xqtessgc will help with potential applications for the gravitational field of different celestial bodies in geodesy, geophysics, and planetary sciences.

近年来,引力场的基本量从引力场势、引力场矢量、引力场梯度张量扩展到引力场曲率,并首次在实验室条件下沿垂直方向进行测量。以往的研究在数值上确定了曲面引力曲率的近区和极区问题,但这些问题仍然没有得到解决。在这篇贡献中,我们用有限差分法推导了新的三阶中心和单侧差分公式,其中有一个、两个和三个参数。为了解决这些近区和极区问题,我们基于这些新导出的三阶差分公式,在计算点位于曲面下方、内部和外部时,采用了结合条件分裂、有限差分和双指数规则的数值方法。将球壳离散成曲面的数值实验表明,重力曲率的精度约为4-8位数的双精度。数值结果表明,当计算点移动到曲面表面时,引力曲率的相对误差和绝对误差变化不大,可以很好地解决近区问题。当计算点的纬度增加时,重力曲率的相对误差和绝对误差都不增加,用这种稳定的数值方法解决了极区问题。在https://github.com/xiaoledeng/xtessgc-xqtessgc上提供的Fortran代码将有助于在大地测量学、地球物理学和行星科学中对不同天体引力场的潜在应用。
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引用次数: 0
3D high-resolution numerical modelling of altimetry-derived marine gravity data 海洋重力测高数据的三维高分辨率数值模拟
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-04-26 DOI: 10.1007/s00190-025-01957-3
Róbert Čunderlík, Marek Macák, Michal Kollár, Zuzana Minarechová, Karol Mikula

The paper presents 3D numerical modelling of the altimetry-derived marine gravity data with the high horizontal resolution 1 × 1 arc min. The finite volume method (FVM) as a numerical method is used to solve the altimetry–gravimetry boundary-value problem. Large-scale parallel computations result in the disturbing potential in every finite volume of the discretized 3D computational domain between an ellipsoidal approximation of the Earth’s surface and an upper boundary chosen at altitude of 200 km. Afterwards, the first, second or higher derivatives of the disturbing potential in different directions can be numerically derived using the finite differences. A crucial impact on achieved accuracy has the process of preparing the Dirichlet boundary conditions over oceans/seas. It is based on nonlinear filtering of the geopotential generated on a mean sea surface (MSS) from a GRACE/GOCE-based satellite-only global geopotential model. The paper presents different types of the altimetry-derived marine gravity data obtained on the DTU21_MSS as well as at higher altitudes of the 3D computational domain. The altimetry-derived gravity disturbances on the DTU21_MSS are compared with those from recent datasets like DTU21_GRAV or SS_v31.1. Standard deviations of the residuals are about 2.7 and 2.9 mGal, respectively. The obtained altimetry-derived gravity disturbances at higher altitudes are compared with airborne gravity data from the GRAV-D campaign in US showing accuracy about 3 mGal. In addition, the gravity disturbing gradients as the second derivatives or the third derivatives are provided with the same high resolution on the DTU21_MSS as well as at different altitudes.

本文对高水平分辨率1 × 1弧min的测高海洋重力数据进行了三维数值模拟,采用有限体积法求解测高-重力边值问题。大规模并行计算的结果是,在地球表面的椭球近似和海拔200公里处选择的上边界之间的离散三维计算域的每一个有限体积中都存在扰动势。然后,利用有限差分可以数值推导扰动势在不同方向上的一阶、二阶或更高阶导数。对所达到的精度有一个关键影响的是准备大洋/海洋上的狄利克雷边界条件的过程。该方法基于基于GRACE/ goce的全球卫星位势模型对平均海面(MSS)上产生的位势进行非线性滤波。本文介绍了在DTU21_MSS上获得的不同类型的测高海洋重力数据以及在三维计算域的更高高度上获得的数据。将DTU21_MSS上的测高重力扰动与DTU21_GRAV或SS_v31.1等近期数据集的重力扰动进行了比较。残差的标准差分别约为2.7和2.9 mGal。将获得的高海拔重力扰动与美国gravd战役的机载重力数据进行比较,精度约为3mgal。此外,重力扰动梯度作为二阶导数和三阶导数在DTU21_MSS上以及在不同高度上都具有相同的高分辨率。
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引用次数: 0
Numerical modeling and analysis of GNSS carrier-phase diffraction error in occlusion environments 遮挡环境下GNSS载波相位衍射误差的数值模拟与分析
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-04-25 DOI: 10.1007/s00190-025-01956-4
Ruijie Xi, Luming Han, Qusen Chen, Weiping Jiang, Xiaolin Meng, Xiangdong An, Wei Xuan

In urban canyons or natural valleys, diffraction effect occurs when the signal of Global Navigation Satellite Systems (GNSS) transmits to the edge of obstructions, such as buildings, trees, and slopes, resulting in large diffraction error, which is one of the important error sources in carrier-phase-based precise positioning. However, the theoretical formula derivation and numerical modeling of the diffraction error have been rarely studied. In this study, we derived the theoretical formula of the diffraction error based on the geometrical structure of the signal propagation path in satellite-obstruction-antenna geometry. Then, the diffraction error extraction and modeling method were proposed to study the time-varying characteristics of diffraction error and verify the validity of the theoretical formula of the diffraction error. Based on the GNSS data collected in occlusion environment, a designed experiment was carried out. The results show that the diffraction error generally increases or decreases monotonically, and mostly the amplitude of it could be larger than 50 mm and even reach 200 mm. The time-varying characteristics of diffraction error can be precisely simulated with the vertical and horizontal diffraction formulas developed, and the diffraction error model established could be applied in sidereal filtering method to correct the diffraction error. From the experiment, the fixed rate of ambiguity resolution can be improved from 76.8 to 98.87%, and the positioning reliability is improved from 80 to over 98% with the diffraction correction. The results of this paper provided theoretical basis and experience for the processing of GNSS diffraction error and show the significance in applications of high-precision positioning.

在城市峡谷或自然山谷中,当全球导航卫星系统(GNSS)信号传输到建筑物、树木和斜坡等障碍物边缘时,会产生衍射效应,从而产生较大的衍射误差,这是基于载波相位的精确定位的重要误差源之一。然而,关于衍射误差的理论公式推导和数值建模却鲜有研究。在本研究中,我们根据卫星-障碍物-天线几何结构中信号传播路径的几何结构,推导出了衍射误差的理论公式。然后,提出了衍射误差提取和建模方法,研究了衍射误差的时变特性,验证了衍射误差理论公式的正确性。基于在遮挡环境下采集的 GNSS 数据,进行了设计实验。结果表明,衍射误差一般呈单调增大或减小的趋势,其振幅大多大于 50 毫米,甚至达到 200 毫米。利用建立的垂直和水平衍射公式可以精确模拟衍射误差的时变特性,建立的衍射误差模型可以应用于恒星滤波法来修正衍射误差。实验结果表明,通过衍射校正,模糊度的固定分辨率可从 76.8% 提高到 98.87%,定位可靠性从 80% 提高到 98% 以上。本文的研究结果为处理 GNSS 衍射误差提供了理论依据和经验,在高精度定位应用中具有重要意义。
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引用次数: 0
Spectral gravity forward modelling of 3D variable densities using an arbitrary integration radius with application to lunar topographic masses 基于任意积分半径的三维变密度光谱重力正演模拟及其在月球地形质量中的应用
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-04-23 DOI: 10.1007/s00190-025-01951-9
Blažej Bucha

Spectral gravity forward modelling delivers gravitational fields of mass distributions by evaluating Newton’s integral in the spectral domain. We generalize its spherical harmonic variant to 3D variable densities and to any integration radius. The former is achieved by expressing the density function as an infinite-degree polynomial in the radial direction with polynomial coefficients varying laterally as a bounded function. The latter generalization builds on Molodensky’s truncation coefficients and allows to evaluate gravitational contribution of masses found up to and beyond some integration radius. In a numerical study, we forward-model lunar topographic masses by first assuming constant and then 3D variable density. Our validation with respect to GRAIL-based models shows that the 3D density model yields superior gravitational field compared to the constant density model. Thanks to the efficiency of FFT-based spherical harmonic transforms, the new technique can be employed in high-resolution modelling of topographic potentials. A numerical implementation is made available through CHarm, which is a C/Python library for high-degree spherical harmonic transforms accessible at https://github.com/blazej-bucha/charm.

谱重力正演模型通过在谱域中评估牛顿积分来提供质量分布的重力场。我们将其球谐变型推广到三维变密度和任意积分半径。前者是通过将密度函数表示为径向上的无限次多项式,多项式系数横向变化为有界函数来实现的。后一种推广建立在莫洛登斯基截断系数的基础上,并允许评估在某个积分半径以内和以外发现的质量的引力贡献。在数值研究中,我们先假设月球地形质量为常量,然后假设三维变密度,对其进行正演模拟。我们对基于grail模型的验证表明,与恒定密度模型相比,3D密度模型产生了更好的引力场。由于基于fft的球谐变换的效率,新技术可以用于地形势的高分辨率建模。通过CHarm可以获得数值实现,CHarm是一个用于高阶球面谐波变换的C/Python库,可在https://github.com/blazej-bucha/charm访问。
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引用次数: 0
A new method for determining geoid gradient components from SWOT wide-swath data for marine gravity field 利用海洋重力场SWOT宽幅数据确定大地水准面梯度分量的新方法
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-04-12 DOI: 10.1007/s00190-025-01950-w
Daocheng Yu, Xiaoli Deng, Ole Baltazar Andersen, Huizhong Zhu, Jia Luo

The Surface Water and Ocean Topography (SWOT) altimeter mission provides a significant opportunity to improve the accuracy of geoid gradients (GGs) and marine gravity fields. This paper presents a new method, namely LSA3, to determine the north and east ((xi ) and (eta )) components of GGs from simulated and real SWOT data in the northern South China Sea. To fully use SWOT’s fine-scale sea surface height (SSH) measurements, LSA3 first determines GGs in SWOT along-, cross- and oblique-track directions and constructs a grid for each gradient. Least-squares adjustment (LSA), accounting for correlations of the GGs in three directions, is then employed to point-wisely estimate (xi ) and (eta ) components at grid points. The accuracy of estimated (xi ) and (eta ) components is assessed using those computed by numerical differentiations. For comparison, GG components are also estimated using least-squares collocation (LSC) and weighted LSA (WLSA) methods with empirically determined data window sizes and without accounting for correlations. Simulated results show that LSA3-estimated GG components achieve the root-mean-square deviation (RMSD) values of 0.43 and 0.47 microrad for (xi ) and (eta ), respectively, outperforming LSC (0.82 and 0.86 microrad) and WLSA (0.49 and 0.54 microrad). The results from the real SWOT data indicate that LSA3 is comparable to LSC with a mean RMSD of 1.88 mgal for marine gravity anomalies when compared to shipborne gravity data, but LSA3 is more computationally efficient than LSC. Compared to the Sandwell V32.1 gravity field, SWOT improves gravity accuracy by an average of 12.0%, with a maximum improvement of 44.3% for a single ship trajectory.

地表水和海洋地形(SWOT)测高仪任务为提高大地水准面梯度(GGs)和海洋重力场的精度提供了一个重要机会。本文提出了一种新的方法,即LSA3,从南海北部的模拟和实际SWOT数据中确定大地水准面的北向和东向((xi )和(eta ))分量。为充分利用 SWOT 的精细尺度海面高度(SSH)测量数据,LSA3 首先确定 SWOT 沿、跨和斜轨方向的 GGs,并为每个梯度构建网格。然后,利用最小二乘调整(LSA),考虑三个方向上 GGs 的相关性,在网格点上点式地估算 (xi ) 和 (eta ) 分量。估算出的(xi )和(ea )分量的准确性是通过数值微分计算出来的。为了进行比较,还使用最小二乘拼位(LSC)和加权 LSA(WLSA)方法估算了 GG 分量,并根据经验确定了数据窗口大小,且未考虑相关性。模拟结果表明,LSA3 估计的 GG 分量对 (xi ) 和 (eta ) 的均方根偏差(RMSD)值分别为 0.43 和 0.47 微拉德,优于 LSC(0.82 和 0.86 微拉德)和 WLSA(0.49 和 0.54 微拉德)。实际 SWOT 数据的结果表明,与船载重力数据相比,LSA3 与 LSC 的海洋重力异常平均 RMSD 不相上下,均值为 1.88 mgal,但 LSA3 的计算效率高于 LSC。与 Sandwell V32.1 重力场相比,SWOT 的重力精度平均提高了 12.0%,单条船舶轨迹的重力精度最高提高了 44.3%。
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引用次数: 0
期刊
Journal of Geodesy
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