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Regional sea level budget around Taiwan and Philippines over 2002‒2021 inferred from GRACE, altimetry, and in-situ hydrographic data 根据 GRACE、测高仪和现场水文数据推断的 2002-2021 年台湾和菲律宾周边地区海平面预算
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-12-20 DOI: 10.1007/s00190-024-01928-0
Wen-Hau Lan, Chi-Ming Lee, Chung-Yen Kuo, Li-Ching Lin, Eko Yuli Handoko

The regional sea level budget and interannual sea level changes around Taiwan and Philippines are studied using altimetry, GRACE, and in-situ hydrographic data during 1993‒2021. Results show that the average sea level trend around Taiwan and Philippines during 1993–2021 derived from the altimetric data is 3.6 ± 0.2 mm/yr. Over 2002–2021, the study shows closure of sea level budget in the eastern ocean of Taiwan and Philippines within the observed data uncertainties, and the ocean mass accounts for 88%–100% of the observed sea level rise. In contrast, the sea level budget is not closed in the western ocean of Taiwan and Philippines, probably due to the lack of complete coverage by in-situ ocean observing systems. In addition, both regional sea level anomalies and their steric component around Taiwan and Philippines exhibit pronounced interannual and decadal variabilities. The trade wind stress associated with El Niño–Southern Oscillation and Pacific Decadal Oscillation offers a compelling explanation for the interannual and decadal signals of sea level anomalies in the southern ocean of Taiwan, with negative correlations of − 0.78 to − 0.64, indicating that trade wind stress makes a negative contribution to interannual-to-decadal sea level variability. In the northwestern ocean of Taiwan, the sea level variation is strongly influenced by the local monsoon system and shallow bathymetry with an annual amplitude of 90.3 ± 2.9 mm, larger than those in other regions around Taiwan and Philippines, where ocean mass is dominant with a high correlation with the sea level (+ 0.75 to + 0.78).

利用高程测量、GRACE和现场水文资料研究了1993-2021年台湾和菲律宾周边地区的区域海平面收支和年际海平面变化。结果表明,1993-2021年台湾和菲律宾周边地区的平均海平面趋势为3.6±0.2 mm/yr。2002-2021年期间,在观测数据不确定度范围内,台湾和菲律宾东洋的海平面收支是闭合的,海洋质量对观测到的海平面上升的贡献率为88%-100%。相比之下,在台湾和菲律宾的西大洋,海平面预算没有关闭,可能是由于原位海洋观测系统没有完全覆盖。此外,台湾和菲律宾附近的区域海平面异常及其空间分量都表现出明显的年际和年代际变化。与El Niño-Southern涛动和太平洋年代际涛动相关的信风应力为台湾南大洋海平面异常的年际和年代际信号提供了令人信服的解释,其负相关为- 0.78 ~ - 0.64,表明信风应力对海平面年际-年代际变率有负贡献。在台湾西北洋,海平面变化受当地季风系统和浅层水深的影响较大,年振幅为90.3±2.9 mm,比台湾和菲律宾周边其他地区大,海洋质量占主导地位,与海平面高度相关(+ 0.75 ~ + 0.78)。
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引用次数: 0
Finite volume method: a good match to airborne gravimetry? 有限体积法:一个很好的匹配航空重力?
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-12-18 DOI: 10.1007/s00190-024-01922-6
Xiaopeng Li, Robert Čunderlík, Marek Macák, Dana J. Caccamise, Zuzana Minarechová, Pavol Zahorec, Juraj Papčo, Daniel R. Roman, Jordan Krcmaric, Miao Lin

Numerical methods, like the finite element method (FEM) or finite volume method (FVM), are widely used to provide solutions in many boundary value problems. In previous studies, these numerical methods have also been applied in geodesy but demanded extensive computations because the upper boundary condition was usually set up at the satellite orbit level, hundreds of kilometers above the Earth. The relatively large distances between the lower boundary of the Earth's surface and the upper boundary exacerbate the computation loads because of the required discretization in between. Considering that many areas, such as the US, have uniformly distributed airborne gravity data just a few kilometers above the topography, we adapt the upper boundary from the satellite orbit level to the mean flight level of the airborne gravimetry. The significant decrease in the domain of solution dramatically reduces the large computation demand for FEM or FVM. This paper demonstrates the advantages of using FVM in the decreased domain in simulated and actual field cases in study areas of interest. In the simulated case, the FVM numerical results show that precision improvement of about an order of magnitude can be obtained when moving the upper boundary from 250 to 10 km, the upper altitude of the GRAV-D flights. A 2–3 cm level of accurate quasi-geoid model can be obtained for the actual datasets depending on different schemes used to model the topographic mass. In flat areas, the FVM solution can reach to about 1 cm precision, which is comparable with the counterparts from classical methods. The paper also demonstrates how to find the upper boundary if no airborne data are available. Finally, the numerical method provides a 3D discrete representation of the entire local gravity field instead of a surface solution, a (quasi) geoid model.

数值方法,如有限元法(FEM)或有限体积法(FVM),被广泛用于解决许多边值问题。在以往的研究中,这些数值方法也应用于大地测量学,但由于上界条件通常建立在距地球数百公里的卫星轨道水平,需要进行大量的计算。由于地表下界与上界之间的距离较大,两者之间需要进行离散化处理,从而加重了计算负荷。考虑到许多地区,如美国,航空重力数据的均匀分布仅在地形上方几公里处,我们将卫星轨道高度的上边界调整为航空重力测量的平均飞行高度。解域的显著减小极大地减少了FEM或FVM的大量计算量。本文通过对感兴趣的研究领域的模拟和实际现场案例,论证了在降域中使用FVM的优点。在模拟情况下,FVM数值计算结果表明,当将上边界从250 km移动到10 km时,可以获得约一个数量级的精度提高。根据不同的地形质量模拟方案,实际数据集可以获得2 ~ 3 cm的精确准大地水准面模型。在平坦区域,FVM解决方案可以达到1 cm左右的精度,与经典方法相当。本文还演示了在没有机载数据的情况下如何寻找上边界。最后,数值方法提供了整个局部重力场的三维离散表示,而不是表面解,即(准)大地水准面模型。
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引用次数: 0
A generalized least-squares filter designed for GNSS data processing 一种用于GNSS数据处理的广义最小二乘滤波器
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-12-17 DOI: 10.1007/s00190-024-01927-1
Pengyu Hou, Baocheng Zhang

The Kalman filter stands as one of the most widely used methods for recursive parameter estimation. However, its standard formulation typically assumes that all state parameters avail initial values and dynamic models, an assumption that may not always hold true in certain applications, particularly in global navigation satellite system (GNSS) data processing. To address this issue, Teunissen et al. (2021) introduced a generalized Kalman filter that eliminates the need for initial values and allows linear functions of parameters to have dynamic models. This work proposes a least-squares approach to reformulate the generalized Kalman filter, enhancing its applicability to GNSS data processing when the parameter dimension varies with satellite visibility changes. The reformulated filter, named generalized least-squares filter, is equivalent to the generalized Kalman filter when all state parameters are recursively estimated. In this case, we demonstrate how both the generalized Kalman filter and the generalized least-squares filter adaptatively manage newly introduced or removed parameters. Specifically, when estimation is limited to parameters with dynamic models, the generalized least-squares filter extends the generalized Kalman filter by allowing the dimension of estimated parameters to vary over time. Moreover, we introduce a new element of least-squares smoothing, creating a comprehensive system for prediction, filtering, and smoothing. To verify, we conduct simulated kinematic and vehicle-borne kinematic GNSS positioning using the proposed generalized least-squares filter and compare the results with those from the standard Kalman filter. Our findings show that the generalized least-squares filter delivers better results, maintaining the positioning errors at the centimeter level, whereas the Kalman-filter-based positioning errors exceed several decimeters in some epochs due to improper initial values and dynamic models. Moreover, the normal equation reduction strategy employed in the generalized least-squares filter improves computational efficiency by 23% and 32% in simulated kinematic and vehicle-borne kinematic positioning, respectively. The generalized least-squares filter also allows for the flexible adjustment of smoothing window lengths, facilitating successful ambiguity resolution in several epochs. In conclusion, the proposed generalized least-squares filter offers flexibility for various GNSS data processing scenarios, ensuring both theoretical rigor and computational efficiency.

卡尔曼滤波是递归参数估计中应用最广泛的方法之一。然而,其标准公式通常假设所有状态参数都利用初始值和动态模型,这一假设在某些应用中可能并不总是成立,特别是在全球导航卫星系统(GNSS)数据处理中。为了解决这个问题,Teunissen等人(2021)引入了一种广义卡尔曼滤波器,该滤波器消除了对初始值的需求,并允许参数的线性函数具有动态模型。本文提出了一种基于最小二乘的广义卡尔曼滤波器重构方法,增强了广义卡尔曼滤波器在参数维数随卫星能见度变化的GNSS数据处理中的适用性。当所有状态参数都递归估计时,广义最小二乘滤波器等价于广义卡尔曼滤波器。在这种情况下,我们演示了广义卡尔曼滤波器和广义最小二乘滤波器如何自适应地管理新引入或删除的参数。具体来说,当估计仅限于具有动态模型的参数时,广义最小二乘滤波器通过允许估计参数的维数随时间变化来扩展广义卡尔曼滤波器。此外,我们还引入了最小二乘平滑的新元素,创建了一个综合的预测、滤波和平滑系统。为了验证这一点,我们使用提出的广义最小二乘滤波器进行了模拟的运动和车载GNSS定位,并将结果与标准卡尔曼滤波器的结果进行了比较。研究结果表明,广义最小二乘滤波的定位误差维持在厘米级,而卡尔曼滤波由于初始值和动态模型不合适,在某些时期的定位误差超过几分米。此外,广义最小二乘滤波器采用正规方程约简策略,在模拟运动定位和车载运动定位中,计算效率分别提高23%和32%。广义最小二乘滤波器还允许灵活调整平滑窗口长度,有助于在几个时代成功地解决歧义。综上所述,本文提出的广义最小二乘滤波器为各种GNSS数据处理场景提供了灵活性,保证了理论严谨性和计算效率。
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引用次数: 0
A short note on GIA related surface gravity versus height changes in Fennoscandia 关于GIA相关的地面重力与芬诺斯坎迪亚高度变化的简短说明
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-12-13 DOI: 10.1007/s00190-024-01921-7
Mohammad Bagherbandi, Lars E. Sjöberg

Vertical land motion and the redistribution of masses within and on the surface of the Earth affect the Earth’s gravity field. Hence, studying the ratio between temporal changes of the surface gravity (left( {dot{g}} right)) and height ((dot{h})) is important in geoscience, e.g., for reduction of gravity observations, assessing satellite gravimetry missions, and tuning vertical land motion models. Sjöberg and Bagherbandi (2020) estimated a combined ratio of (dot{g}/dot{h}) in Fennoscandia based on relative gravity observations along the 63 degree gravity line running from Vågstranda in Norway to Joensuu in Finland, 688 absolute gravity observations observed at 59 stations over Fennoscandia, monthly gravity data derived from the GRACE satellite mission between January 2003 and August 2016, as well as a land uplift model. The weighted least-squares solution of all these data was (dot{g}/dot{h}) = − 0.166 ± 0.011 μGal/mm, which corresponds to an upper mantle density of about 3402 ± 95 kg/m3. The present note includes additional GRACE data to June 2017 and GRACE Follow-on data from June 2018 to November 2023. The resulting weighted least-squares solution for all data is (dot{g}/dot{h}) = − 0.160 ± 0.011 μGal/mm, yielding an upper mantle density of about 3546 ± 71 kg/m3. The outcomes show the importance of satellite gravimetry data in Glacial Isostatic Adjustment (GIA) modeling and other parameters such as land uplift rate. Utilizing a longer time span of GRACE and GRACE Follow-on data allows us to capture fine variations and trends in the gravity-to-height ratio with better precision. This will be useful for constraining and adjusting GIA models and refining gravity observations.

垂直陆地运动以及地球内部和表面的质量再分布会影响地球重力场。因此,研究地表重力(left( {dot{g}} right))和高度(((dot{h}))的时间变化之间的比率在地球科学中非常重要,例如,用于还原重力观测、评估卫星重力测量任务以及调整垂直陆地运动模型。Sjöberg和Bagherbandi(2020年)估算了芬诺斯坎迪亚的(dot{g}/dot{h})综合比率,该比率基于从挪威瓦格斯特兰达到芬兰约恩苏的63度重力线沿线的相对重力观测数据、芬诺斯坎迪亚上空59个站点观测到的688个绝对重力观测数据、2003年1月至2016年8月期间从GRACE卫星任务中获得的月重力数据以及陆地隆升模型。所有这些数据的加权最小二乘法解为(dot{g}/dot{h}) = - 0.166 ± 0.011 μGal/mm,对应的上地幔密度约为 3402 ± 95 kg/m3。本说明包括截至 2017 年 6 月的额外 GRACE 数据和 2018 年 6 月至 2023 年 11 月的 GRACE 后续数据。所有数据的加权最小二乘法求解结果为(dot{g}/dot{h}) = - 0.160 ± 0.011 μGal/mm,得出上地幔密度约为 3546 ± 71 kg/m3。这些结果表明了卫星重力测量数据在冰川等静力调整(GIA)建模和陆地隆升速率等其他参数中的重要性。利用时间跨度更长的 GRACE 和 GRACE 后续数据,我们可以更精确地捕捉重力高度比的细微变化和趋势。这将有助于制约和调整重力-高度比模型并完善重力观测。
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引用次数: 0
LARES-2 contribution to global geodetic parameters from the combined LAGEOS-LARES solutions LARES-2解决方案对全球大地测量参数的贡献
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-12-12 DOI: 10.1007/s00190-024-01925-3
K. Sośnica, F. Gałdyn, R. Zajdel, D. Strugarek, J. Najder, A. Nowak, M. Mikoś, T. Kur, J. Bosy, G. Bury

LARES-2 is a new geodetic satellite designed for high-accuracy satellite laser ranging. The orbit altitude of LARES-2 is similar to that of LAGEOS-1, whereas the inclination angle of 70° complements the LAGEOS-1 inclination of 110°; hence, both satellites form the butterfly configuration for the verification of the Lense–Thirring effect. Although the major objective of LARES-2 is testing general relativity, LARES-2 substantially contributes to geodesy in terms of the realization of terrestrial reference frames, recovery of the geocenter motion, pole coordinates, length-of-day, and low-degree gravity field coefficients. We analyze the first 1.5 years of LARES-2 data and test different empirical orbit models for LARES-2 with and without co-estimating low-degree gravity field coefficients to find the best combination strategy with LAGEOS satellites. We found that LARES-2 orbit determination is more accurate than that of LAGEOS-1/2 due to a different satellite construction consisting of a solid sphere with no inner structure. Neither the correction for D0 nor the empirical once-per-revolution along-track accelerations SC/SS have to be estimated for LARES-2 when co-estimating gravity field coefficients. The only empirical parameter needed for LARES-2 is the constant along-track acceleration S0 to compensate for the Yarkovsky–Schach effect. On the contrary, for LAGEOS-1/2, the non-gravitational perturbations affect C30 and Z geocenter estimates when once-per-revolution parameters are not estimated. LARES-2 does not face this issue. LARES-2 improves the formal errors of the Z geocenter component by up to 59% and C20 by up to 40% compared to the combined LAGEOS-1/2 solutions and provides C30 estimates unaffected by thermal orbit modeling issues.

LARES-2是一种用于高精度卫星激光测距的新型大地测量卫星。LARES-2的轨道高度与LAGEOS-1相似,70°的轨道倾角弥补了LAGEOS-1 110°的轨道倾角;因此,两颗卫星形成蝴蝶构型,用于验证透镜-蒂林效应。尽管LARES-2的主要目标是检验广义相对论,但在实现地面参考系、恢复地心运动、极坐标、日长和低次重力场系数等方面,LARES-2对大地测量学做出了重大贡献。通过对LARES-2卫星前1.5年的数据进行分析,对LARES-2卫星在低重力场系数下和未在低重力场系数下的不同经验轨道模型进行测试,找出与LAGEOS卫星的最佳组合策略。我们发现LARES-2的轨道确定比LAGEOS-1/2的轨道确定更精确,因为它是由一个没有内部结构的实心球体组成的不同卫星结构。LARES-2在共估计重力场系数时,既不需要估计D0的修正,也不需要估计经验的每转一次沿轨道加速度SC/SS。LARES-2所需的唯一经验参数是补偿Yarkovsky-Schach效应的沿轨道恒定加速度S0。相反,对于LAGEOS-1/2,当不估计每转一次参数时,非引力扰动影响C30和Z地心估计。LARES-2没有这个问题。与LAGEOS-1/2组合解决方案相比,LARES-2将Z地心分量的形式误差提高了59%,C20提高了40%,并提供了不受热轨道建模问题影响的C30估计。
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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 : 2024-12-09 DOI: 10.1007/s00190-024-01923-5
Gyula Tóth
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引用次数: 0
Extending higher-order model for non-conservative perturbing forces acting on Galileo satellites during eclipse periods 日食期间作用在伽利略卫星上的非保守摄动力的扩展高阶模型
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-12-07 DOI: 10.1007/s00190-024-01924-4
Xinghan Chen, Maorong Ge, Benjamin Männel, Urs Hugentobler, Harald Schuh

For precise orbit determination (POD) and precise applications with POD products, one of the critical issues is the modeling of non-conservative forces acting on satellites. Since the official publication of Galileo satellite metadata in 2017, analytical models including the box-wing model and thermal thrust models have been established to absorb a substantial amount of solar radiation pressure (SRP) and thermal thrust. These models serve as the foundation for the best overall modeling approach, combining the analytical box-wing model and thermal thrust model with parameterization of the remaining non-conservative perturbing forces using various optimized Empirical CODE Orbit Models (ECOMs) of the Center for Orbit Determination in Europe (CODE). Firstly, we have demonstrated the significance of the second-order signals in the D direction and the first-order signals in the B direction through spectral analyses of the pure box-wing model, which are consistent with the currently recommended 7-parameter Empirical CODE Orbit Model 2 (ECOM2). In spite of this, we still found that degradation in orbit accuracy frequently occurs during deep eclipse seasons when using the ECOM2 model. We confirm a high-frequency signal existing in the fluctuating orbit overlap differences through the spectral analysis. Considering this, the ECOM2 force model should be extended to higher order and adapted to absorb the remaining effects of potential perturbing forces. After extending the ECOM2 force model to the sixth order in the Sun direction, we demonstrated the significance of fourth- and sixth-order sine terms for deep eclipses. Due to the higher-order periodic terms, the averaged RMS values of orbit overlap difference over deep eclipses can be reduced from 5.3, 10.8, and 23.8 cm to 3.2, 3.9, and 9.9 cm for in-orbit validation (IOV) satellites, from 5.0, 8.6, and 17.7 cm to 3.0, 3.0, and 7.1 cm for the first generation of full operational capability (FOC-1) satellites, and from 5.4, 8.6, and 19.0 cm to 3.6, 3.6, and 7.4 cm for the second generation of FOC (FOC-2) satellites, in the radial, cross-track, and along-track directions, respectively. Fluctuations with a peak amplitude of approximately 0.4 nm/s2 in the bias in the solar panel axis (Y) direction (Y-bias) are effectively mitigated by the higher-order terms. Due to the higher-order terms, the vertical positioning errors during kinematic precise point positioning (PPP) convergence can be improved from 42.3 to 37.1 cm at the 95.5% confidence level. Meanwhile, a low correlation level of up to 0.02 is found between the newly introduced higher-order parameters and earth rotation parameters (ERPs).

对于精确定轨和精确定轨产品的应用,关键问题之一是对作用在卫星上的非保守力进行建模。自2017年伽利略卫星元数据正式发布以来,已经建立了包括箱翼模型和热推力模型在内的分析模型,以吸收大量的太阳辐射压力(SRP)和热推力。这些模型作为最佳整体建模方法的基础,结合分析盒翼模型和热推力模型,并使用欧洲轨道确定中心(CODE)的各种优化的经验CODE轨道模型(ECOMs)对剩余的非保守扰动力进行参数化。首先,我们通过纯箱翼模型的谱分析证明了D方向二阶信号和B方向一阶信号的显著性,与目前推荐的7参数Empirical CODE Orbit model 2 (ECOM2)一致。尽管如此,我们仍然发现在使用ECOM2模型时,轨道精度的下降经常发生在深蚀季节。通过频谱分析,确定了脉动轨道重叠差中存在高频信号。考虑到这一点,ECOM2力模型应扩展到更高阶,并适应吸收潜在扰动力的剩余影响。在将ECOM2力模型扩展到太阳方向的六阶后,我们证明了四阶和六阶正弦项对深食的重要性。由于高阶周期而言,轨道重叠的平均均方根值差异在深日食可以减少从5.3,10.8,和23.8厘米至3.2,3.9,和9.9厘米(IOV)卫星在轨验证,从5.0,8.6,和17.7厘米至3.0,3.0,和7.1厘米的第一代完整的作战能力(FOC-1)卫星,从5.4,8.6,和19.0厘米至3.6,3.6,和7.4厘米的第二代船(FOC-2)卫星,径向,航迹,和沿轨道方向。在太阳能电池板轴(Y)方向的偏置(Y偏置)中,峰值振幅约为0.4 nm/s2的波动被高阶项有效地缓解。由于高阶项的存在,在95.5%的置信水平下,运动精确点定位(PPP)收敛过程中的垂直定位误差可以从42.3 cm提高到37.1 cm。与此同时,新引入的高阶参数与地球自转参数(ERPs)之间的相关水平低至0.02。
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引用次数: 0
Estimating three-dimensional displacements with InSAR: the strapdown approach 用InSAR估计三维位移:捷联方法
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-11-30 DOI: 10.1007/s00190-024-01918-2
Wietske S. Brouwer, Ramon F Hanssen

Deformation phenomena on Earth are inherently three dimensional. With SAR interferometry (InSAR), in many practical situations the maximum number of observations is two (ascending and descending), resulting in an infinite number of possible displacement estimates. Here we propose a practical solution to this underdeterminancy problem in the form of the strapdown approach. With the strapdown approach, it is possible to obtain “3D-global/2D-local” solutions, by using minimal and largely undisputed contextual information, on the expected driving mechanisms and/or spatial geometry. It is a generic method that defines a local reference system with transversal, longitudinal, and normal (TLN) axes, with displacement occurring in the transversal-normal plane only. Since the orientation of the local frame is based on the physics of the problem at hand, the strapdown approach gives physically more relevant estimates compared to conventional approaches. Moreover, using an a-priori uncertainty approximation on the orientation of the local frame it is possible to assess the precision of the final estimates. As a result, appropriate cartographic visualization using a vector map with confidence ellipses enables an improved interpretation of the results.

地球上的变形现象本身就是三维的。使用SAR干涉测量(InSAR),在许多实际情况下,观测的最大数量是两个(上升和下降),从而产生无限数量的可能位移估计。在这里,我们以捷联方法的形式提出一种实际的解决方案来解决这种不确定性问题。使用捷联方法,可以通过使用关于预期驱动机制和/或空间几何的最小且大部分无可争议的上下文信息,获得“3d -全局/ 2d -局部”解决方案。这是一种通用的方法,它定义了一个具有横向、纵向和法线(TLN)轴的局部参考系,位移只发生在横向法线平面上。由于局部框架的方向是基于手头问题的物理性质,因此与传统方法相比,捷联方法给出了物理上更相关的估计。此外,利用对局部框架方向的先验不确定性近似,可以评估最终估计的精度。因此,使用带有置信度椭圆的矢量地图进行适当的地图可视化,可以改进对结果的解释。
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引用次数: 0
Retrieval of refractivity fields from GNSS tropospheric delays: theoretical and data-based evaluation of collocation methods and comparisons with GNSS tomography 从GNSS对流层延迟中检索折射场:基于理论和数据的配置方法评估以及与GNSS层析成像的比较
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-11-30 DOI: 10.1007/s00190-024-01903-9
Endrit Shehaj, Alain Geiger, Markus Rothacher, Gregor Moeller

This paper focuses on the retrieval of refractivity fields from GNSS measurements by means of least-squares collocation. Collocation adjustment estimates parameters that relate delays and refractivity without relying on a grid. It contains functional and stochastic models that define the characteristics of the retrieved refractivity fields. This work aims at emphasizing the capabilities and limitations of the collocation method in modeling refractivity and to present it as a valuable alternative to GNSS tomography. Initially, we analyze the stochastic models in collocation and compare the theoretical errors of collocation with those of tomography. We emphasize the low variability of collocation formal variances/covariances compared to tomography and its lower dependence on a-priori fields. Then, based on real and simulated data, we investigate the importance of station resolution and station heights for collocation. Increasing the network resolution, for example, from 10 to 2 km, results in improved a-posteriori statistics, including a 10% reduction in the error statistic for the retrieved refractivity up to 6 km. In addition, using additional stations at higher altitudes has an impact on the retrieved refractivity fields of about 1 ppm in terms of standard deviation up to 6 km, and a bias reduction of more than 3 ppm up to 3 km. Furthermore, we compare refractivity fields retrieved through tomography and collocation, where data of the COSMO weather model are utilized in a closed-loop validation mode to simulate tropospheric delays and validate the retrieved profiles. While tomography estimates are less biased, collocation captures relative changes in refractivity more effectively among the voxels within one height level. Finally, we apply tomography and collocation to test their capabilities to detect an approaching weather front. Both methods can sense the weather front, but their atmospheric structures appear more similar when the GNSS network has a well-distributed height coverage.

本文主要研究了利用最小二乘配置方法从GNSS测量数据中检索折射率场。配置调整估计与延迟和折射率有关的参数,而不依赖于网格。它包含函数模型和随机模型,这些模型定义了检索到的折射场的特征。这项工作旨在强调配置方法在折射建模中的能力和局限性,并将其作为GNSS断层扫描的一种有价值的替代方案。首先,我们分析了配置中的随机模型,并比较了配置与层析成像的理论误差。我们强调与断层扫描相比,搭配形式方差/协方差的低可变性及其对先验场的较低依赖性。在此基础上,结合实际数据和模拟数据,探讨了台站分辨率和台站高度对配置的重要性。例如,将网络分辨率从10公里提高到2公里,可以改善后验统计数据,包括将6公里以内的折射率反演误差统计减少10%。此外,在高海拔地区使用额外的观测站对反演的折射率场产生影响,在6公里范围内的标准差约为1 ppm,在3公里范围内的偏差减少超过3 ppm。此外,我们比较了通过层析成像和配置获取的折射率场,其中COSMO天气模型的数据以闭环验证模式用于模拟对流层延迟并验证检索到的剖面。虽然层析估计偏差较小,但搭配更有效地捕获了一个高度水平内体素之间折射率的相对变化。最后,我们应用断层扫描和搭配来测试它们探测接近的天气锋面的能力。两种方法都可以感知天气锋面,但当GNSS网络具有均匀分布的高度覆盖时,它们的大气结构看起来更相似。
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引用次数: 0
Cycle slip detection and repair method towards multi-frequency BDS-3/INS tightly coupled integration in kinematic surveying 基于BDS-3/INS多频紧密耦合集成的运动学测量周跳检测与修复方法
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-11-30 DOI: 10.1007/s00190-024-01896-5
Kai Xiao, Xiangwei Zhu, Lundong Zhang, Fuping Sun, Peiyuan Zhou, Wanli Li

Carrier phase integer ambiguities must be determined for BDS-3/inertial navigation system (INS) tightly coupled (TC) integration to achieve centimetre-level positioning accuracy. However, cycle slip breaks the consistency of the integer ambiguities. Conventional multi-frequency cycle slip methods use the pseudorange; thus, requiring improvement when applied to kinematic situations. Furthermore, a concise and nonprior information-dependent model is crucial for real-time processing. In this study, an inertial-aided BDS-3 cycle slip detection and repair (I-CDR) method was developed. First, a BDS-3/INS TC model with I-CDR was created. The ionospheric delays were modelled as part of the TC states; therefore, they could be estimated and eliminated. Investigations were conducted on the effects of carrier phase noise, residual ionosphere delay, and INS-predicted position error on combined cycle slip detection (CCD) accuracy. The optimal CCDs under various frequency available configurations were determined. The effectiveness of I-CDR was demonstrated using land vehicle test data. The false alarm ratio was less than 1.0%, and the missed detection ratio was almost zero even in situations with challenging abundant 1-cycle slips in random epochs. Furthermore, the right determination ratio reached 100%. In addition, BDS-3 signal loss-recovery cases were simulated, and all cycle slips for all satellites could be repaired within 40s. I-CDR exhibits outstanding cycle slip detection and repair performance for dense 1-cycle slip and signal loss-recovery cases, demonstrating its suitability for BDS-3/INS TC integration.

为了实现厘米级定位精度,北斗三号/惯性导航系统(INS)紧密耦合(TC)集成必须确定载波相位整数模糊度。然而,周期滑移破坏了整数模糊性的一致性。传统的多频周跳方法采用伪距;因此,在应用于运动学情况时需要改进。此外,一个简洁且非先验的信息依赖模型对于实时处理至关重要。本研究开发了一种惯性辅助的北斗三号卫星周滑检测与修复(I-CDR)方法。首先,建立了具有I-CDR的BDS-3/INS TC模型。电离层延迟被模拟为TC状态的一部分;因此,它们可以被估计和消除。研究了载波相位噪声、剩余电离层延迟和ins预测位置误差对联合周跳检测(CCD)精度的影响。确定了不同频率配置下的最佳ccd。利用陆地车辆试验数据验证了I-CDR的有效性。虚警率小于1.0%,即使在随机时期具有丰富的1周期滑动的情况下,漏检率几乎为零。测定正确率达到100%。此外,模拟了北斗三号系统的信号损失恢复情况,所有卫星的所有周期滑差都可以在40s内修复。在密集的1周滑移和信号损失恢复情况下,I-CDR表现出出色的周滑移检测和修复性能,证明了其适合BDS-3/INS TC集成。
{"title":"Cycle slip detection and repair method towards multi-frequency BDS-3/INS tightly coupled integration in kinematic surveying","authors":"Kai Xiao, Xiangwei Zhu, Lundong Zhang, Fuping Sun, Peiyuan Zhou, Wanli Li","doi":"10.1007/s00190-024-01896-5","DOIUrl":"https://doi.org/10.1007/s00190-024-01896-5","url":null,"abstract":"<p>Carrier phase integer ambiguities must be determined for BDS-3/inertial navigation system (INS) tightly coupled (TC) integration to achieve centimetre-level positioning accuracy. However, cycle slip breaks the consistency of the integer ambiguities. Conventional multi-frequency cycle slip methods use the pseudorange; thus, requiring improvement when applied to kinematic situations. Furthermore, a concise and nonprior information-dependent model is crucial for real-time processing. In this study, an inertial-aided BDS-3 cycle slip detection and repair (I-CDR) method was developed. First, a BDS-3/INS TC model with I-CDR was created. The ionospheric delays were modelled as part of the TC states; therefore, they could be estimated and eliminated. Investigations were conducted on the effects of carrier phase noise, residual ionosphere delay, and INS-predicted position error on combined cycle slip detection (CCD) accuracy. The optimal CCDs under various frequency available configurations were determined. The effectiveness of I-CDR was demonstrated using land vehicle test data. The false alarm ratio was less than 1.0%, and the missed detection ratio was almost zero even in situations with challenging abundant 1-cycle slips in random epochs. Furthermore, the right determination ratio reached 100%. In addition, BDS-3 signal loss-recovery cases were simulated, and all cycle slips for all satellites could be repaired within 40s. I-CDR exhibits outstanding cycle slip detection and repair performance for dense 1-cycle slip and signal loss-recovery cases, demonstrating its suitability for BDS-3/INS TC integration.</p>","PeriodicalId":54822,"journal":{"name":"Journal of Geodesy","volume":"12 1","pages":""},"PeriodicalIF":4.4,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142756362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of Geodesy
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