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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
Theory for the ambiguity function method: probability model and global solution 模糊函数方法的理论:概率模型和全局解
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-04-04 DOI: 10.1007/s00190-025-01945-7
P. J. G. Teunissen, L. Massarweh

In this contribution, we introduce some new theory for the classical GNSS ambiguity function (AF) method. We provide the probability model by means of which the AF-estimator becomes a maximum likelihood estimator, and we provide a globally convergent algorithm for computing the AF-estimate. The algorithm is constructed from combining the branch-and-bound principle, with a special convex relaxation of the multimodal ambiguity function, to which the projected-gradient-descent method is applied to obtain the required bounds. We also provide a systematic comparison between the AF-principle and that of integer least-squares (ILS). From this comparison, the conclusion is reached that the two principles are fundamentally different, although there are identified circumstances under which one can expect AF- and ILS-solutions to behave similarly.

本文对经典的GNSS模糊函数(AF)方法提出了一些新的理论。给出了使af -估计量成为极大似然估计量的概率模型,并给出了计算af -估计的全局收敛算法。该算法将分支定界原理与多模态模糊函数的特殊凸松弛相结合,对其应用投影梯度下降法获得所需的边界。我们还对af原理和整数最小二乘原理进行了系统的比较。从这个比较中,得出的结论是,这两个原则是根本不同的,尽管在确定的情况下,人们可以期望AF-和il -解决方案的行为相似。
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引用次数: 0
Depth modernization by integrating mean sea surface model, ocean tide model, and precise ship positioning 通过综合平均海面模型、海潮模型和精确船舶定位实现深度现代化
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-03-24 DOI: 10.1007/s00190-025-01949-3
Cheinway Hwang, Chung-Yen Kuo, Hsuan-Chang Shih, Wen-Hsuan Huang, Wen-Hau Lan

This paper presents a study on depth modernization, paralleling height modernization for land elevations. Depth modernization integrates mean sea surface (MSS) models, ocean tide models, and precise ship positioning to achieve accurate seafloor depth measurements. Conventional methods rely on tidal corrections and chart datum from temporary tide gauges, which can be challenging in regions with complex tidal patterns and inconsistent chart datums. For depth modernization, we developed (1) a hybrid MSS model using satellite altimeter data, tide gauge records, and a regional geoid model, and (2) a hydrodynamic-driven ocean model with 26 tidal constituents to determine separations between the hybrid MSS and five tidal surfaces, resulting in five ellipsoid-based surfaces analogous to a geoid model for height modernization. Precise ship positioning is demonstrated using GNSS data collected by the Legend research ship in the Pacific Ocean east of Taiwan and the Canadian spatial reference system precise point positioning toolbox. We used measurements in the Taiwan Strait to show how modern depth is implemented. Comparisons of depths in four regions from the conventional and modern methods show small (a few cm) to moderate (a few dm) differences with some variability depending on the region and equipment. Discontinuities in depths from the conventional method are analyzed. Depth modernization has significantly benefited rapid and accurate bathymetric mapping for electronic navigation charts. Future work in MSS and ocean tide models and the availability of PPP tools for depth modernization are discussed. For mapping agencies worldwide, depth modernization should be prioritized alongside height modernization to ensure rapid and accurate depth data provision.

本文对陆地高程的深度现代化、平行高度现代化进行了研究。深度现代化集成了平均海面(MSS)模型,海潮模型和精确的船舶定位,以实现准确的海底深度测量。传统的方法依赖于潮汐校正和临时潮汐计的海图基准,这在潮汐模式复杂和海图基准不一致的地区可能具有挑战性。在深度现代化方面,我们开发了(1)基于卫星高度计数据、验潮仪记录和区域大地水准面模型的混合MSS模型;(2)包含26个潮汐成分的水动力驱动海洋模型,以确定混合MSS和5个潮汐面之间的分离,从而得到5个类似于大地水准面模型的椭球面。利用传奇号科考船在台湾东部太平洋收集的GNSS数据和加拿大空间参考系统精确点定位工具箱,演示了精确的船舶定位。我们使用台湾海峡的测量来展示现代深度是如何实现的。用传统方法和现代方法对四个地区的深度进行比较,结果显示出小(几厘米)到中等(几厘米)的差异,并根据地区和设备的不同而有所变化。分析了常规方法在深度上的不连续性。深度现代化极大地促进了电子航海图的快速和准确的测深制图。讨论了MSS和海潮模型的未来工作以及PPP工具在深度现代化中的可用性。对于世界各地的测绘机构来说,深度现代化和高度现代化应该优先考虑,以确保快速和准确的深度数据提供。
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引用次数: 0
Translated spherical harmonics for semi-global gravitational field modeling: examples for Martian moon Phobos and asteroid 433 Eros 半全球引力场建模的平移球面谐波:火星卫星火卫一和小行星爱神的例子
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-03-12 DOI: 10.1007/s00190-025-01944-8
Xuanyu Hu

The gravitational field of a planetary body is most often modeled by an exterior spherical harmonic series, which is uniformly convergent outside the smallest mass-enclosing sphere centered at the origin of the coordinate system, known as the Brillouin sphere. The model can become unstable inside the spherical boundary. Rarely deliberated or emphasized is an obvious fact that the radius of the Brillouin sphere, which is the maximum radius coordinate of the body, changes with the origin. The sphere can thus be adjusted to fit a certain convex portion of irregular body shape via an appropriate coordinate translation, thereby maximizing the region of model stability above the body. We demonstrate that it is, while perhaps counterintuitive, rational to displace the coordinate origin from the center of figure, or even off the body entirely. We review concisely the theory and a method of spherical harmonic translation. We consider some textbook examples that illuminate the physical meaning and the practical advantage of the transformation, the discussion of which, as it turns out, is not so easily encountered. We provide seminormalized as well as fully normalized version of the algorithms, which are compact and easy to work with for low-degree applications. At little cost, the proposed approach enables the spherical harmonics to be comparable with the far more complicated ellipsoidal harmonics in performance in the case of two small objects, Phobos and 433 Eros.

行星体的引力场通常是由一个外球面调和级数来模拟的,它在以坐标系原点为中心的最小质量包球外均匀收敛,称为布里渊球。模型在球面边界内会变得不稳定。很少有人考虑或强调一个明显的事实,即布里渊球的半径,即物体的最大半径坐标,随着原点的变化而变化。因此,球体可以通过适当的坐标平移来调整,以适应不规则形体的某一凸起部分,从而使模型在形体上方的稳定区域最大化。我们证明,虽然可能违反直觉,但将坐标原点从图形中心移开甚至完全移开身体是合理的。简要介绍了球谐平移的理论和方法。我们考虑了一些教科书上的例子,这些例子阐明了这种转变的物理意义和实际优势,而事实证明,对这种转变的讨论并不那么容易遇到。我们提供了算法的半规范化和完全规范化版本,它们紧凑且易于用于低程度的应用程序。在两个小天体,火卫一和爱神星433的情况下,以很小的成本,提出的方法使球面谐波的性能可以与复杂得多的椭球谐波相媲美。
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引用次数: 0
Enhanced multi-GNSS precise point positioning based on ERA5 precipitation water vapor information 基于ERA5降水水汽信息的增强多gnss精确点定位
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-03-11 DOI: 10.1007/s00190-025-01948-4
Xiongwei Ma, Xinzhe Wang, Yibin Yao, Hang Zhu, Bao Zhang, Ruitao Chu, Qi Zhang, Yangmin Feng

For a rapid retrieval of zenith wet delay (ZWD) and multi-global navigation satellite system (GNSS) precise point positioning (PPP) enhancement, a lightweight ZWD retrieval model was constructed by combining ground-based GNSS observations and precipitable water vapor (PWV) data provided by the European Center for Medium-Range Weather Forecasts Reanalysis (ERA5). The proposed model can rapidly produce ZWD without relying on the meteorological profile parameters. The proposed ZWD retrieval model achieved an RMSE and STD of 1.74 cm, with a correlation coefficient of 0.98. The enhanced performance of PWV-generated ZWD in GNSS PPP was tested in this study. The results showed that the ZWD constraint in GNSS PPP mainly affects the convergence time of the standard PPP solution, with the most significant effect in the U-direction. The PPP convergence time can be shortened by a maximum of 43%, with an average reduction of 24% for the eight sites over the four seasons. In the PPP-ambiguity resolution solution, the time to first fix (TTFF) was shorter for all sites with ZWD enhancement than for those without ZWD enhancement. The TTFF of the eight sites was significantly shortened in all four seasons, with an average improvement of 31%. The ZWD retrieval method based on the ERA5 PWV proposed in this study can quickly generate ZWD with high accuracy and resolution over a large area and significantly enhance GNSS PPP. The methodology proposed in this study is valuable for utilizing multi-source PWV-generated ZWD services for GNSS PPP enhancement.

为了快速检索天顶湿延迟(ZWD)和增强多全球导航卫星系统(GNSS)精确点定位(PPP),将地面GNSS观测资料与欧洲中期天气预报再分析中心(ERA5)提供的可降水量(PWV)数据相结合,构建了一个轻型ZWD检索模型。该模型可以在不依赖气象廓线参数的情况下快速生成ZWD。提出的ZWD检索模型的RMSE和STD均为1.74 cm,相关系数为0.98。本研究测试了pwv产生的ZWD在GNSS PPP中的增强性能。结果表明,GNSS PPP中的ZWD约束主要影响标准PPP解决方案的收敛时间,u方向的影响最为显著。PPP收敛时间最多可缩短43%,四个季节8个站点平均缩短24%。在ppp -歧义解决方案中,所有有ZWD增强的站点的首次修复时间(TTFF)都比没有ZWD增强的站点短。8个地点的TTFF在4个季节均显著缩短,平均提高31%。本文提出的基于ERA5 PWV的ZWD检索方法能够快速生成大范围高精度、高分辨率的ZWD,显著提高GNSS PPP。本研究中提出的方法对于利用多源pwv生成的ZWD服务来增强GNSS PPP很有价值。
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引用次数: 0
Handling temporal correlated noise in large-scale global GNSS processing 大规模全球GNSS处理中时间相关噪声的处理
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-03-10 DOI: 10.1007/s00190-025-01946-6
Patrick Dumitraschkewitz, Torsten Mayer-Gürr

Global Navigation Satellite System (GNSS) products are an integral part of a wide range of scientific and commercial applications. The creation of such products requires processing software capable of solving a combined station position and GNSS satellite orbit estimation by least squares adjustment, also known as global GNSS processing. Such processing is routinely performed by the International GNSS Service (IGS) and its Analysis Centers. For the IGS Reprocessing Campaign 3 (repro3), Graz University of Technology (TUG) participated as an AC using the raw observation approach, which uses all measurements as observed by the receivers. However, a common feature of almost all global multi-GNSS processing strategies is the use of diagonal covariance matrices as stochastic models for simplicity. This implies that any spatial or temporal correlations are ignored. However, numerous studies have shown that GNSS processing is indeed affected by spatial and temporal correlations. For global GNSS processing, research on stochastic modeling and its challenges is rather scarce. In this work, a detailed insight into the problems of stochastic modeling in global GNSS processing using the raw observation approach is given along with a detailed overview of the intended TUG approach. An analysis of the impact of temporal correlation modeling on the resulting GNSS products and GNSS frame estimation is also given.

全球导航卫星系统(GNSS)产品是广泛的科学和商业应用的一个组成部分。创建此类产品需要能够通过最小二乘平差解决站位和GNSS卫星轨道估计的组合处理软件,也称为全球GNSS处理。这种处理是由国际GNSS服务(IGS)及其分析中心例行进行的。对于IGS后处理活动3 (repro3),格拉茨理工大学(TUG)作为交流人员使用原始观测方法参与,该方法使用接收器观察到的所有测量值。然而,几乎所有全局多gnss处理策略的一个共同特征是为了简单起见,使用对角协方差矩阵作为随机模型。这意味着忽略任何空间或时间相关性。然而,大量研究表明,GNSS处理确实受到空间和时间相关性的影响。在全球GNSS处理中,对随机建模及其挑战的研究相当匮乏。在这项工作中,使用原始观测方法对全球GNSS处理中的随机建模问题进行了详细的了解,并对预期的TUG方法进行了详细的概述。分析了时间相关建模对最终GNSS产品和GNSS帧估计的影响。
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