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A new approach to improve the Earth's polar motion prediction: on the deconvolution and convolution methods 改进地球极地运动预测的新方法:关于解卷积和卷积方法
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-25 DOI: 10.1007/s00190-024-01890-x
CanCan Xu, ChengLi Huang, YongHong Zhou, PengShuo Duan, QiQi Shi, XueQing Xu, LiZhen Lian, XinHao Liao

Combining the Liouville equations for polar motion (PM) with forecasted geophysical effective angular momentum (EAM) functions can significantly improve the accuracy of Earth's PM predictions. These predictions rely on deconvolution and convolution methods. Deconvolution derives the geodetic EAM function from the PM observations, while convolution uses both the geodetic and geophysical EAM functions to reproduce and predict the PM values. However, there are limitations in existing numerical realisations of deconvolution and convolution that must be addressed. These limitations include low-frequency biases, high-frequency errors, and edge errors, which can negatively impact the accuracy of PM prediction. To overcome these concerns, we develop the Convolution Least Squares (Conv-LS) scheme through a multi-perspective analysis in the frequency domain, PM domain, and EAM domain. By comparing representative approaches for reproducing three different PM series (IERS C01, IERS C04, and IGS) with varying sampling intervals (18.25 days, daily, and 6 h), we demonstrate that the Conv-LS scheme can effectively eliminate the usually present spurious signals and also integrate high-accuracy deconvolution algorithms to reduce reproduced errors further. Compared to the traditional approacsh (using a low-accuracy discrete PM equation for deconvolution and numerical integration for convolution), our new approach (utilising a high-accuracy deconvolution algorithm along with the Conv-LS scheme for convolution) reduces the standard deviations of the residuals' x-component by 31.0%, 60.1%, and 13.7% for C01, C04, and IGS PM series, respectively, while also reducing the y-component by 17.3%, 47.0%, and 14.0%, respectively. These results highlight the superiority of the Conv-LS scheme, leading us to recommend it for practical applications.

将极地运动(PM)的利乌维尔方程与预测的地球物理有效角动量(EAM)函数相结合,可以大大提高地球极地运动预测的准确性。这些预测依赖于解卷积和卷积方法。解卷积从 PM 观测结果中推导出大地有效角动量函数,而卷积则同时使用大地和地球物理有效角动量函数来重现和预测 PM 值。然而,现有的解卷积和卷积数值模拟存在一些局限性,必须加以解决。这些限制包括低频偏差、高频误差和边缘误差,它们会对 PM 预测的准确性产生负面影响。为了克服这些问题,我们通过对频域、PM 域和 EAM 域的多角度分析,开发了卷积最小二乘法(Conv-LS)方案。通过比较不同采样间隔(18.25 天、每天和 6 小时)的三种不同 PM 序列(IERS C01、IERS C04 和 IGS)的代表性再现方法,我们证明 Conv-LS 方案能有效消除通常存在的杂散信号,还能集成高精度解卷积算法,进一步减少再现误差。与传统方法(使用低精度离散 PM 方程进行解卷积和数值积分进行卷积)相比,我们的新方法(使用高精度解卷积算法和 Conv-LS 方案进行卷积)使 C01、C04 和 IGS PM 序列的残差 x 分量的标准偏差分别降低了 31.0%、60.1% 和 13.7%,y 分量也分别降低了 17.3%、47.0% 和 14.0%。这些结果凸显了 Conv-LS 方案的优越性,因此我们建议将其用于实际应用。
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引用次数: 0
An accurate and lightweight calculation for the high degree truncation coefficient via asymptotic expansion with applications to spectral gravity forward modeling 通过渐近展开计算高阶截断系数并将其应用于频谱引力前向建模的精确而轻便的方法
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-10 DOI: 10.1007/s00190-024-01895-6
Linshan Zhong, Hongqing Li, Qiong Wu

The truncation coefficient is widely utilized in non-global coverage computations of geophysics and geodesy and is always altitude dependent. As the two commonly used calculation methods for truncation coefficients, i.e., the spectral form and the recursive formula, both suffer from decreasing precision caused by high-altitude, leading to slow convergence for the former and numerical instability recursion for the latter. The asymptotic expansion mathematically converges with increasing degree and can precisely compensate for the shortcomings of the two methods. This study introduces asymptotic expansion to accurately compute the truncation coefficient for the spectral gravity forward modeling to a high degree. The evaluation at the whole altitudes and whole integral radii indicates that the proposed method has the following advantages: (i) The calculation precision increases with increasing degree and is altitude independent; (ii) the accurate calculation can be supported by a double-precision format; and (iii) the calculation can be conducted nearly without extra time cost with increasing degree. Generally, asymptotic expansion is used to calculate the high degree truncation coefficients, while the truncation coefficients at low degrees can be calculated using spectral form or recursive formulas in multiprecision format as a supplement; and the available range of asymptotic expansion is provided in the appendix.

截断系数广泛应用于地球物理和大地测量的非全球覆盖计算中,并且始终与海拔高度有关。由于截断系数的两种常用计算方法,即频谱形式和递推公式,都存在高海拔导致精度下降的问题,导致前者收敛缓慢,后者数值不稳定递推。渐近展开在数学上随着度数的增加而收敛,可以精确地弥补这两种方法的不足。本研究引入渐近展开法,对频谱重力正演建模的截断系数进行高度精确计算。对整个高度和整个积分半径的评估表明,所提出的方法具有以下优点:(i) 计算精度随着度数的增加而增加,且与高度无关;(ii) 可通过双精度格式支持精确计算;(iii) 随着度数的增加,计算几乎无需额外的时间成本。一般情况下,使用渐近展开法计算高阶截断系数,而低阶截断系数可使用光谱形式或多精度格式的递推公式作为补充计算;附录中提供了渐近展开法的可用范围。
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引用次数: 0
IAG Newsletter 国际咨询组通讯
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-08 DOI: 10.1007/s00190-024-01901-x
Gyula Tóth
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引用次数: 0
Improved GPS tropospheric path delay estimation using variable random walk process noise 利用可变随机漫步过程噪声改进 GPS 对流层路径延迟估计
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-07 DOI: 10.1007/s00190-024-01898-3
Zachary M. Young, Geoffrey Blewitt, Corné Kreemer

Accurate positioning using the Global Positioning System relies on accurate modeling of tropospheric delay. Estimated tropospheric delay must vary sufficiently to capture true variations; otherwise, systematic errors propagate into estimated positions, particularly the vertical. However, if the allowed delay variation is too large, the propagation of data noise into all parameters is amplified, reducing precision. Here we investigate the optimal choice of tropospheric constraints applied in the GipsyX software, which are specified by values of random walk process noise. We use the variability of 5-min estimated positions as a proxy for tropospheric error. Given that weighted mean 5-min positions closely replicate 24-h solutions, our ultimate goal is to improve 24-h positions and other daily products, such as precise orbit parameters. The commonly adopted default constraint for the zenith wet delay (ZWD) is 3 mm/√(hr) for 5-min data intervals. Using this constraint, we observe spurious wave-like patterns of 5-min vertical displacement estimates with amplitudes ~ 100 mm coincident with Winter Storm Ezekiel of November 27, 2019, across the central/eastern USA. Loosening the constraint suppresses the spurious waves and reduces 5-min vertical displacement variability while improving water vapor estimates. Further improvement can be achieved when optimizing constraints regionally, or for each station. Globally, results are typically optimized in the range of 6–12 mm/√(hr). Generally, we at least recommend loosening the constraint from the current default of 3 mm/√(hr) to 6 mm/√(hr) for ZWD every 300 s. Constraint values must be scaled by √(x/300) for alternative data intervals of x seconds.

使用全球定位系统进行精确定位有赖于对流层延迟的精确建模。估计的对流层延迟必须有足够的变化,以捕捉真实的变化;否则,系统误差会传播到估计的位置,特别是垂直位置。但是,如果允许的延迟变化过大,数据噪声对所有参数的传播就会放大,从而降低精度。在这里,我们研究了 GipsyX 软件中应用的对流层约束条件的最佳选择,这些约束条件是由随机漫步过程噪声值指定的。我们用 5 分钟估计位置的变化率来代表对流层误差。鉴于加权平均 5 分钟位置密切复制了 24 小时的解决方案,我们的最终目标是改进 24 小时位置和其他日常产品,如精确的轨道参数。通常采用的天顶湿延迟(ZWD)默认约束条件是 5 分钟数据间隔为 3 毫米/√(小时)。利用这一约束条件,我们观测到了5分钟垂直位移估计值的虚假波浪状模式,振幅约为100毫米,与2019年11月27日横跨美国中部/东部的冬季风暴 "以西结 "相吻合。放松约束条件可以抑制虚假波浪,减少 5 分钟垂直位移变化,同时改善水汽估计值。如果对区域或每个站点的约束条件进行优化,还可以进一步提高效果。在全球范围内,优化结果通常在 6-12 毫米/√(小时)之间。一般来说,我们至少建议将每 300 秒 ZWD 的约束条件从目前默认的 3 毫米/√(小时)放宽到 6 毫米/√(小时)。
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引用次数: 0
Satellite’s differential code bias conversion model between different IGS clock products using uncombined BDS-3 multi-frequency data 利用未合并的 BDS-3 多频数据,卫星在不同 IGS 时钟产品之间的差分编码偏差转换模型
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-02 DOI: 10.1007/s00190-024-01899-2
Jingzhu Zhao, Lei Fan, Shiwei Guo, Chuang Shi

Differential code bias (DCB) is widely used to achieve consistency between global navigation satellite system (GNSS) observations at different frequencies. Since a strong correlation exists between satellite DCBs at different frequencies and the satellite clock offset, the DCB products need to be aligned with the corresponding clock products. This paper proposes a satellite’s DCB conversion model between different clock products released by the International GNSS Service (IGS) via the uncombined method. First, a one-step uncombined approach with a simplified ionospheric processing model is proposed for multi-frequency DCB estimation. In the second step, a linear function model is applied to represent the relationship between the initial satellite clock bias and the DCB estimates at different frequencies. To test the proposed model, BeiDou global system (BDS-3) multi-frequency data collected from 60 multi-GNSS experiment stations and precise clock products released by four IGS analysis centers are used to estimate the DCB. The DCB estimates are compared to the DCB products released by the Chinese Academy of Sciences (CAS) and the Deutsches Zentrum für Luft-und Raumfahrt (DLR). The average root-mean-square (RMS) values of the differences between the DCB estimates and the two DCB products are 0.61 ns and 0.52 ns, which are significantly larger than the corresponding monthly standard deviations. This indicates that systematic bias exists between the DCB estimates and the two DCB products. Additionally, systematic biases are also observed in the DCB estimation when different clock products are used, with the maximum value reaching 4 ns. In order to study the propagation of parameter errors between the DCB estimates and the clock products, regression analysis is conducted to determine the linear model coefficients of the DCB conversion model. The results show that the model coefficients for the four frequency pairs C2I-C6I, C2I-C1X, C2I-C5X and C2I-C7Z are 0.394, 0.237, 0.238, and 0.238, respectively. Kinematic precision point positioning is conducted for model verification. During the first 6-h period, the average three-dimensional RMS of the positioning errors is 13.5 cm when the DCB estimates are corrected by the conversion model, which is improved by 32.5%, 14.6%, and 11.3% compared with the usage of the CAS and DLR products and those without model conversion, respectively.

差分码偏置(DCB)被广泛用于实现不同频率的全球导航卫星系统(GNSS)观测数据之间的一致性。由于不同频率的卫星 DCB 与卫星时钟偏移之间存在很强的相关性,因此 DCB 产品需要与相应的时钟产品保持一致。本文通过非组合方法提出了国际全球导航卫星系统服务组织(IGS)发布的不同时钟产品之间的卫星 DCB 转换模型。首先,针对多频率 DCB 估计,提出了一种具有简化电离层处理模型的一步非组合方法。第二步,采用线性函数模型来表示初始卫星时钟偏差与不同频率 DCB 估计值之间的关系。为了测试所提出的模型,使用了从 60 个多重全球导航卫星系统实验站收集的北斗全球系统(BDS-3)多频数据和四个 IGS 分析中心发布的精确时钟产品来估算 DCB。DCB 估计值与中国科学院(CAS)和德国航天中心(DLR)发布的 DCB 产品进行了比较。DCB估算值与两个DCB产品的平均均方根差值分别为0.61 ns和0.52 ns,明显大于相应的月标准偏差。这表明 DCB 估计值与两个 DCB 产品之间存在系统偏差。此外,当使用不同的时钟产品时,DCB 估计值也会出现系统偏差,最大值可达 4 ns。为了研究 DCB 估计值和时钟产品之间参数误差的传播,进行了回归分析,以确定 DCB 转换模型的线性模型系数。结果显示,四个频率对 C2I-C6I、C2I-C1X、C2I-C5X 和 C2I-C7Z 的模型系数分别为 0.394、0.237、0.238 和 0.238。为验证模型,进行了运动学精密点定位。在第一个 6 h 期间,当使用转换模型修正 DCB 估计值时,定位误差的平均三维均方根值为 13.5 cm,与使用 CAS 和 DLR 产品以及不使用模型转换相比,分别提高了 32.5%、14.6% 和 11.3%。
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引用次数: 0
Contribution to the global VGOS network by potential sites in South America 南美洲潜在地点对 VGOS 全球网络的贡献
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-30 DOI: 10.1007/s00190-024-01897-4
María Eugenia Gómez, Laura Isabel Fernández, Hayo Hase

Very-long-baseline interferometry (VLBI) networks have historically lacked enough antennas to densify the southern hemisphere adequately. This situation not only impacts directly the realization of the Celestial Reference System but also the determination of the Earth Orientation Parameters (EOP). In the last years, a significant step in the modernization of the VLBI infrastructure has been taken with the VLBI Global Observing System (VGOS). However, the distribution of VGOS antennas is still far from being homogeneous. In this work, we used the software VieSched++ for VLBI scheduling to simulate nine new VGOS arrays. These networks, which are more dense in the southern hemisphere and focus on South America, were planned considering existing geodetic sites where a VGOS antenna could be added and new sites where the installation is feasible. We compared the statistical performance of the proposed networks with that of a simulated standard VGOS network and the actual VGOS performance for the last 2 years. A more uniform station distribution does not seem to be associated with better repeatabilities for station coordinates, but the results for EOP and source coordinates improve as expected.

甚长基线干涉测量(VLBI)网络历来缺乏足够的天线,无法对南半球进行充分的加密。这种情况不仅直接影响到天体参考系的实现,也影响到地球方位参数(EOP)的确定。最近几年,VLBI 全球观测系统(VGOS)在 VLBI 基础设施现代化方面迈出了重要一步。然而,VGOS 的天线分布还远远不够均匀。在这项工作中,我们使用 VLBI 调度软件 VieSched++ 模拟了九个新的 VGOS 阵列。这些网络在南半球更为密集,主要集中在南美洲,在规划时考虑了可以增加 VGOS 天线的现有大地测量站点和可以安装 VGOS 天线的新站点。我们将拟议网络的统计性能与模拟的标准 VGOS 网络和过去两年 VGOS 的实际性能进行了比较。更均匀的站点分布似乎与更好的站点坐标重复性无关,但 EOP 和源坐标的结果如预期有所改善。
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引用次数: 0
A robust approach to terrestrial relative gravity measurements and adjustment of gravity networks 地面相对重力测量和重力网络调整的稳健方法
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-23 DOI: 10.1007/s00190-024-01891-w
Franco S. Sobrero, Kevin Ahlgren, Michael G. Bevis, Demián D. Gómez, Jacob Heck, Arturo Echalar, Dana J. Caccamise, Eric Kendrick, Paola Montenegro, Ariele Batistti, Lizeth Contreras Choque, Juan Carlos Catari, Roger Tinta Sallico, Hernan Guerra Trigo

Like many geophysical observations, relative gravity (RG) measurements are affected by random errors, systematic errors, and occasional blunders. When RG measurements are used to build large gravity networks in remote areas under adverse environmental or logistical conditions (such as extreme temperatures, heavy precipitation, rugged terrain, difficult or dangerous roads, and high altitudes), it is more likely for significant errors to occur and accumulate. Therefore, obtaining accurate gravity estimates at regional gravity networks largely depends on defensive data collection protocols and robust adjustment techniques. In this work, we present a measurement field protocol based on highly redundant observation patterns, and a two-step least squares adjustment scheme implemented as a MATLAB package. This software helps us identify blunders, mitigates the impact of random errors, and downweights or removes outlier observations. The methodology also guarantees that adjusted gravity values have well-constrained standard error estimates. We illustrate the capabilities of our approach through the case study of the Bolivian gravity network, where we determined the acceleration due to gravity at 2548 stations that spread over difficult and sometimes extreme environments, with a typical level of uncertainty of 0.10–0.15 mGal.

与许多地球物理观测一样,相对重力(RG)测量也会受到随机误差、系统误差和偶然失误的影响。当相对重力测量用于在偏远地区不利的环境或后勤条件(如极端温度、强降水、崎岖地形、困难或危险的道路以及高海拔)下建立大型重力网络时,更有可能出现并积累重大误差。因此,在区域重力网络上获得准确的重力估算值在很大程度上取决于防御性数据采集协议和强大的调整技术。在这项工作中,我们提出了一种基于高度冗余观测模式的实地测量方案,以及一种以 MATLAB 软件包形式实现的两步最小二乘调整方案。该软件可帮助我们识别失误,减轻随机误差的影响,降低或消除离群观测数据的权重。该方法还能保证调整后的重力值具有约束良好的标准误差估计值。我们通过玻利维亚重力网络的案例研究来说明我们的方法的能力,我们在 2548 个站点测定了重力加速度,这些站点分布在困难的、有时是极端的环境中,典型的不确定性水平为 0.10-0.15 mGal。
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引用次数: 0
Bridging the gap between GRACE and GRACE Follow-On by combining high–low satellite-to-satellite tracking data and satellite laser ranging 将高低卫星间跟踪数据和卫星激光测距结合起来,弥合全球资源环境行动(GRACE)和全球资源环境行动后续行动(GRACE Follow-On )之间的差距
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-13 DOI: 10.1007/s00190-024-01888-5
Matthias Weigelt, Adrian Jäggi, Ulrich Meyer, Daniel Arnold, Torsten Mayer-Gürr, Felix Öhlinger, Krzysztof Sośnica, Sahar Ebadi, Steffen Schön, Holger Steffen

The satellite missions GRACE and GRACE Follow-On have undoubtedly been the most important sources to observe mass transport on global scales. Within the Combination Service for Time-Variable Gravity Fields (COST-G), gravity field solutions from various processing centers are being combined to improve the signal-to-noise ratio and further increase the spatial resolution. The time series of monthly gravity field solutions suffer from a data gap of about one year between the two missions GRACE and GRACE Follow-On among several smaller data gaps. We present an intermediate technique bridging the gap between the two missions allowing (1) for a continued and uninterrupted time series of mass observations and (2) to compare, cross-validate and link the two time series. We focus on the combination of high-low satellite-to-satellite tracking (HL-SST) of low-Earth orbiting satellites by GPS in combination with satellite laser ranging (SLR), where SLR contributes to the very low degrees and HL-SST is able to provide the higher spatial resolution at an lower overall precision compared to GRACE-like solutions. We present a complete series covering the period from 2003 to 2022 filling the gaps of GRACE and between the missions. The achieved spatial resolution is approximately 700 km at a monthly temporal resolutions throughout the time period of interest. For the purpose of demonstrating possible applications, we estimate the low degree glacial isostatic adjustment signal in Fennoscandia and North America. In both cases, the location, the signal strength and extend of the signal coincide well with GRACE/GRACE-FO solutions achieving 99.5% and 86.5% correlation, respectively.

卫星飞行任务 GRACE 和 GRACE Follow-On 无疑是观测全球范围质量迁移的最重要来源。在时变重力场组合服务(COST-G)范围内,正在对来自不同处理中心的重力场解决方案进行组合,以提高信噪比并进一步提高空间分辨率。月重力场解的时间序列在两次任务 GRACE 和 GRACE Follow-On 之间存在约一年的数据差距,同时还存在几个较小的数据差距。我们提出了一种中间技术来弥合两个任务之间的差距,从而(1)获得持续不间断的质量观测时间序列,(2)对两个时间序列进行比较、交叉验证和连接。我们的重点是将全球定位系统对低地球轨道卫星的高低卫星间跟踪(HL-SST)与卫星激光测距(SLR)结合起来,其中 SLR 对极低度数有贡献,而 HL-SST 能够提供更高的空间分辨率,但与 GRACE 类似的解决方案相比,总体精度较低。我们提出了一个涵盖 2003 年至 2022 年的完整系列,填补了 GRACE 和各任务之间的空白。实现的空间分辨率约为 700 公里,整个时间段的时间分辨率为每月一次。为了展示可能的应用,我们估算了芬诺斯坎迪亚和北美洲的低度冰川等静力调整信号。在这两种情况下,信号的位置、信号强度和范围都与 GRACE/GRACE-FO 解决方案非常吻合,相关性分别达到 99.5% 和 86.5%。
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引用次数: 0
The ambiguity-resolved detector: a detector for the mixed-integer GNSS model 消除模糊探测器:混合整数全球导航卫星系统模型的探测器
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-12 DOI: 10.1007/s00190-024-01885-8
P. J. G. Teunissen

In this contribution, we introduce the ambiguity-resolved (AR) detector and study its distributional characteristics. The AR-detector is a new detector that lies in between the commonly used ambiguity-float (AF) and ambiguity-known (AK) detectors. As the ambiguity vector can seldomly be known completely, usage of the AK-detector is questionable as reliance on its distributional properties will then generally be incorrect. The AR-detector resolves the shortcomings of the AK-detector by treating the ambiguities as unknown integers. We show how the detector improves upon the AF-detector, and we demonstrate that the, for ambiguity-resolved parameter estimation, commonly required extreme success rates can be relaxed for detection, thus showing that improved model validation is also possible with smaller success rates. As such, the AR-detector is designed to work for mixed-integer GNSS models.

在这篇论文中,我们介绍了消除歧义(AR)检测器,并研究了它的分布特征。AR 检测器是一种新型检测器,介于常用的模糊浮动检测器(AF)和模糊已知检测器(AK)之间。由于模糊向量很少是完全已知的,因此使用 AK 检测器是有问题的,因为依赖其分布特性通常是不正确的。AR 检测器将模糊度视为未知整数,从而解决了 AK 检测器的缺陷。我们展示了该检测器是如何改进 AF-检测器的,并证明了对于模糊性解析参数估计,可以放宽检测通常所需的极端成功率,从而表明用较小的成功率也可以改进模型验证。因此,AR-检测器设计用于混合整数 GNSS 模型。
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引用次数: 0
Differences among the total electron content derived by radio occultation, global ionospheric maps and satellite altimetry 无线电掩星、全球电离层地图和卫星测高法得出的电子总含量之间的差异
IF 4.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-11 DOI: 10.1007/s00190-024-01893-8
M. J. Wu, P. Guo, X. Ma, J. C. Xue, M. Liu, X. G. Hu

In recent years, significant progress has been in ionospheric modeling research through data ingestion and data assimilation from a variety of sources, including ground-based global navigation satellite systems, space-based radio occultation and satellite altimetry (SA). Given the diverse observing geometries, vertical data coverages and intermission biases among different measurements, it is imperative to evaluate their absolute accuracies and estimate systematic biases to determine reasonable weights and error covariances when constructing ionospheric models. This study specifically investigates the disparities among the vertical total electron content (VTEC) derived from SA data of the Jason and Sentinel missions, the integrated VTEC from the Constellation Observing System for Meteorology, Ionosphere and Climate (COSMIC) and global ionospheric maps (GIMs). To mitigate the systematic bias resulting from differences in satellite altitudes, the vertical ranges of various VTECs are mapped to a standardized height. The results indicate that the intermission bias of SA-derived VTEC remains relatively stable, with Jason-1 serving as a benchmark for mapping other datasets. The mean bias between COSMIC and SA-derived VTEC is minimal, suggesting good agreement between these two space-based techniques. However, COSMIC and GIM VTEC exhibit remarkable seasonal discrepancies, influenced by the solar activity variations. Moreover, GIMs demonstrate noticeable hemispheric asymmetry and a degradation in accuracy ranging from 0.7 to 1.7 TECU in the ocean-dominant Southern Hemisphere. While space-based observations effectively illustrate phenomena such as the Weddell Sea anomaly and longitudinal ionospheric characteristics, GIMs tend to exhibit a more pronounced mid-latitude electron density enhancement structure.

近年来,通过从各种来源(包括地基全球导航卫星系统、天基无线电掩星和卫星测高)摄取数据和进行数据同化,电离层建模研究取得了重大进展。鉴于不同测量的观测几何形状、垂直数据覆盖面和间歇偏差各不相同,在构建电离层模型时,必须评估其绝对精度并估计系统偏差,以确定合理的权重和误差协方差。本研究特别调查了 Jason 和哨兵飞行任务的 SA 数据、气象、电离层和气候星座观测系统(COSMIC)的综合垂直电子总含量(VTEC)以及全球电离层地图(GIMs)之间的差异。为了减轻卫星高度差异造成的系统偏差,将各种 VTEC 的垂直范围映射到一个标准化高度。结果表明,SA 导出的 VTEC 的间歇偏差保持相对稳定,Jason-1 是绘制其他数据集的基准。COSMIC 和 SA 导出的 VTEC 之间的平均偏差很小,表明这两种天基技术之间的一致性很好。然而,受太阳活动变化的影响,COSMIC 和 GIM VTEC 表现出明显的季节性差异。此外,GIMs 显示出明显的半球不对称,在海洋占主导地位的南半球,精度下降了 0.7 到 1.7 TECU。虽然天基观测有效地说明了诸如威德尔海异常和电离层纵向特征等现象,但全球电离层测量往往表现出更明显的中纬度电子密度增强结构。
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引用次数: 0
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