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Single-station-augmented PPP-B2b considering the satellite-specific clock bias via short-message communication 考虑卫星特定时钟偏差的单站增强PPP-B2b短报文通信
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-05-26 DOI: 10.1007/s00190-025-01965-3
Haijun Yuan, Zhetao Zhang, Xiufeng He, Hao Wang

BeiDou Global Navigation Satellite System (BDS-3) PPP-B2b service greatly promotes the real-time precise point positioning applications. However, previous research works have revealed that a nonnegligible satellite-specific clock bias (SCB) exists in the PPP-B2b clock offset, causing the degradation of PPP-B2b positioning performance. In this paper, a single-station-augmented PPP-B2b considering the SCB via BDS-3 short-message communication (SMC) is proposed. Specifically, an easy-to-implement real-time extraction method of single-differenced (SD) SCB is proposed using a single reference station. Then, based on the extracted SCB augmentation information, a new full-rank estimable SCB-weighted model is proposed to enhance the PPP-B2b positioning. In addition, to effectively transmit the SCB augmentation information without regard to Internet, a delicate design of encoding and broadcast strategy is developed via the BDS-3 SMC function. The results show that the extracted SD SCB series of each satellite is highly stable over a certain period of observation arc. The precision of extracted SD SCB series of each satellite varies from 0.11 to 0.28 ns with a mean value of 0.18 ns. In addition, compared with the traditional PPP-B2b model, the proposed SCB-weighted model improves the positioning performance in the static and kinematic applications. Specifically, for the static application, the positioning accuracy of SCB-weighted model exhibits 35.3%, 66.7%, and 48.2% improvements in east, north, and up directions, respectively; the convergence time exhibits a 39.7% improvement. For the kinematic vehicle application, the SCB-weighted model exhibits a faster re-convergence speed. The positioning accuracy is improved from 0.421 to 0.208 m with a 50.6% improvement. In conclusion, the proposed single-station-augmented PPP-B2b using the SCB-weighted model is highly appreciated for enhancing the PPP-B2b positioning performance.

北斗全球导航卫星系统(BDS-3) PPP-B2b服务极大地促进了实时精确点定位应用。然而,以往的研究表明,在PPP-B2b时钟偏移中存在不可忽略的卫星特定时钟偏差(SCB),导致PPP-B2b定位性能下降。本文提出了一种基于BDS-3短报文通信(SMC)的考虑SCB的单站增强PPP-B2b方案。具体而言,提出了一种易于实现的单差(SD) SCB实时提取方法,该方法使用单个参考站。然后,基于提取的SCB增强信息,提出了一种新的全秩可估计SCB加权模型来增强PPP-B2b定位。此外,为了在不考虑互联网的情况下有效地传输SCB增强信息,利用北斗三号系统的SMC功能,设计了一种精细的编码和广播策略。结果表明,在一定的观测周期内,各卫星提取的sdscb序列具有较高的稳定性。各卫星提取的SD SCB序列精度在0.11 ~ 0.28 ns之间,平均值为0.18 ns。此外,与传统的PPP-B2b模型相比,所提出的scb加权模型在静态和运动应用中都提高了定位性能。其中,静态应用时,scb加权模型在东、北、上方向的定位精度分别提高了35.3%、66.7%和48.2%;收敛时间提高了39.7%。对于车辆运动学应用,scb加权模型具有更快的再收敛速度。定位精度由0.421 m提高到0.208 m,提高50.6%。综上所述,基于scb加权模型的单站增强型PPP-B2b定位方法对提高PPP-B2b定位性能具有重要意义。
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引用次数: 0
Spheroidal harmonic expansions for the gravitational field of homogeneous polyhedral bodies II: using prolate spheroidal harmonics 均匀多面体引力场的球谐展开II:使用长球面谐波
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-05-23 DOI: 10.1007/s00190-025-01953-7
Cheng Chen, Shaofeng Bian

The prolate spheroidal harmonic series is a well-suited tool for gravity modeling of elongated bodies. In this work, the prolate spheroidal harmonic algorithms for forward modeling of the gravitational field of homogeneous polyhedral bodies are presented. The line integral forms of the prolate spheroidal harmonic coefficients are given using the Gauss divergence and the Stokes theorems, and the discontinuities of the prolate spheroidal coordinates are considered in the integral conversions from the volume integrals of the coefficients into the surface and line integrals. The line integral algorithms with normalizations are numerically stable for high- and ultra-high-degree coefficients and both the small and the large eccentric bodies. The method extending exponent of floating-point numbers may need to be applied for ultra-high-degree coefficients. The good convergences and numerical accuracies of the prolate spheroidal harmonic expansions and the numerical stabilities of the line integral algorithms are verified by the numerical experiments for the gravitational field of the homogeneous comet Hartley 2 with 1752 triangular faces shape model, where the harmonic coefficients and expansions are computed up to the truncated degree/order (d/o) 300. Compared with the spherical harmonic expansions, the prolate spheroidal harmonic converges faster for external observation points.

长球面调和级数是细长体重力建模的一个很好的工具。本文提出了均匀多面体引力场正演模拟的长球面调和算法。利用高斯散度定理和斯托克斯定理给出了球面谐波系数的线积分形式,并在将系数的体积积分转换为面积分和线积分时考虑了球面坐标的不连续。归一化线积分算法对高次系数和超高次系数以及小偏心体和大偏心体都具有数值稳定性。浮点数指数扩展方法可能需要应用于超高次系数。对具有1752三角形面形模型的均匀彗星Hartley 2的引力场进行了数值实验,得到了截断度/阶(d/o) 300以内的调和系数和展开,验证了长球面调和展开算法具有良好的收敛性和数值精度,以及线积分算法的数值稳定性。与球面调和展开相比,延长球面调和展开在外部观测点上收敛速度更快。
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引用次数: 0
Common adjustment of geoid and mean sea level with least squares collocation 用最小二乘配置平差大地水准面和平均海平面
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-05-15 DOI: 10.1007/s00190-025-01961-7
Olav Vestøl, Kristian Breili, Torbjørn Taskjelle

Various vertical reference levels are used in the coastal zone, for various purposes. Being able to transform accurately and efficiently between them is of increasing interest since the need for seamless data over sea and land is growing due to sea-level rise, coastal engineering, and more frequent storm surges. We present a method for simultaneous calculation of models linking the ellipsoid, the geoid, and mean sea level using least-squares collocation. The method includes calculations of interpolated model surfaces together with associated standard error surfaces that provide estimates of the models’ uncertainty. We have applied the method on data from Norway, including sea level data and GNSS/levelling points, and calculated a mean sea surface and a dynamic ocean topography model. The estimated formal errors of the models range 0.4–1.8 cm and 0.5–3.5 cm, respectively. To assess the dynamic ocean topography model, we compared it with satellite altimetry-based datasets. Depending on which dataset used for comparison, we obtained mean differences between −3.2 and (1.2~textrm{cm}) and standard deviations between 4.2 and 5.0 cm at the outer limit of the domain of the estimated models where the distances to the observations are at their longest.

在沿海地区,为了不同的目的,使用了不同的垂直参考高度。由于海平面上升、海岸工程和更频繁的风暴潮,对海洋和陆地无缝数据的需求不断增长,因此能够在它们之间准确有效地转换是人们越来越感兴趣的问题。我们提出了一种利用最小二乘配置同时计算椭球面、大地水准面和平均海平面模型的方法。该方法包括计算插值模型曲面以及提供模型不确定性估计的相关标准误差曲面。我们将该方法应用于挪威的数据,包括海平面数据和GNSS/水准点,并计算了平均海面和动态海洋地形模型。模型的形式误差估计范围分别为0.4 ~ 1.8 cm和0.5 ~ 3.5 cm。为了评估动态海洋地形模型,我们将其与基于卫星测高的数据集进行了比较。根据所使用的数据集进行比较,我们获得了−3.2和(1.2~textrm{cm})之间的平均差异以及4.2和5.0 cm之间的标准偏差,在估计模型域的外部极限处,与观测值的距离最长。
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引用次数: 0
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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