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Validation of a tailored gravity field model for precise quasigeoid modelling over selected sites in Cameroon and South Africa 验证用于喀麦隆和南非选定地点精确准大地水准面建模的定制重力场模型
IF 1.4 Q2 Engineering Pub Date : 2024-01-19 DOI: 10.1515/jag-2023-0095
P. Odera, O. I. Apeh, L. Yap, Matthews Siphiwe Mphuthi
In this study, a tailored gravity-field model is developed to fit and recover local terrestrial gravity data by integrating gravity from global gravity-field models, residual gravity derived from topographic data and observed terrestrial gravity over two study sites in Africa (Cameroon and South Africa). During the modelling phase, two-thirds of the terrestrial gravity data is utilised, reserving the remaining one-third for validation purposes. Additionally, an independent validation is conducted by comparing computed quasigeoid models (derived from tailored gravity data) with height anomalies from GPS/levelling data over the two study sites. The accuracy of the tailored gravity model in reproducing observed gravity data is noteworthy, with a ±8.9 mGal accuracy for the study site in South Africa at 2867 test points and a ±10.4 mGal accuracy for the study site in Cameroon at 637 test points. Comparing height anomalies from GPS/levelling with the SATGQG quasigeoid model (developed from tailored gravity data) and the recent CDSM09A quasigeoid model at 11 GPS/levelling data points reveals comparable accuracies of ±0.10 m and ±0.05 m, for SATGQG and CDSM09A, respectively for the site in South Africa. For the Cameroon site, the differences between height anomalies from GPS/levelling and the CTGQG quasigeoid model (developed from tailored gravity data), along with the recent CGM20 quasigeoid model at 38 GPS/levelling data points, show practically equal accuracies of ±0.15 m for CTGQG and ±0.11 m for CGM20. These findings underscore the potential of tailored gravity-field model in developing accurate quasigeoid models, particularly in regions with limited gravity data coverage. This approach holds promise for gravity recovery and precise geoid modelling in developing countries and regions with insufficient coverage of terrestrial gravity data.
在这项研究中,开发了一个量身定制的重力场模型,通过整合全球重力场模型的重力、地形数据得出的残余重力以及非洲两个研究地点(喀麦隆和南非)观测到的陆地重力,来拟合和恢复当地的陆地重力数据。在建模阶段,利用了三分之二的陆地重力数据,保留其余三分之一用于验证目的。此外,还进行了独立验证,将计算出的类大地水准面模型(由定制重力数据得出)与两个研究地点的全球定位系统/水准测量数据得出的高度异常值进行比较。值得注意的是,定制重力模型在重现观测重力数据方面的精度很高,南非研究地点的 2867 个测试点的精度为 ±8.9 mGal,喀麦隆研究地点的 637 个测试点的精度为 ±10.4 mGal。在 11 个 GPS/水准测量数据点上,将 GPS/水准测量的高度异常与 SATGQG 类大地水准面模型(根据定制重力数据开发)和最新的 CDSM09A 类大地水准面模型进行比较,发现南非站点的 SATGQG 和 CDSM09A 的精度相当,分别为±0.10 米和±0.05 米。在喀麦隆站点,在 38 个 GPS/水准测量数据点上,GPS/水准测量的高度异常与 CTGQG 准大地水准面模型(根据定制重力数据开发)以及最近的 CGM20 准大地水准面模型之间的差异显示,CTGQG 和 CGM20 的精度几乎相同,分别为±0.15 米和±0.11 米。这些发现强调了定制重力场模型在开发精确准大地水准面模型方面的潜力,尤其是在重力数据覆盖范围有限的地区。这种方法为发展中国家和地面重力数据覆盖不足的地区的重力恢复和精确大地水准面建模带来了希望。
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引用次数: 0
Spatiotemporal postseismic due to the 2018 Lombok earthquake based on insar revealed multi mechanisms with long duration afterslip 基于insar揭示的多机制长时后滑动的2018年龙目岛地震时空后震
IF 1.4 Q2 Engineering Pub Date : 2024-01-15 DOI: 10.1515/jag-2022-0036
Annisa Rizky Kusuma, C. Pratama, N. Widjajanti, Yulaikhah, Oktadi Prayoga, Evi Dwi Kurniasari
Abstract The Lombok earthquake in August 2018 triggered a sequential rupture with doublet earthquake up to Mw 6.9. This tectonic activity occurred near the main earthquake due to the decay of residual energy from one event to another. This activity is suspected to be a post-seismic deformation process such as afterslip and viscoelastic. In this paper, we conducted a study to determine the deformation pattern. Each of these processes can be investigated by extracting InSAR observational data. Time series from Sentinel-1 SAR is processed using LiCSBAS as data observation and then compare with the model based on exponential and logarithmic functions. The results of combined logarithmic and exponential fitting suggest the Lombok multi-event earthquakes were influenced by seismic activity from dual-releasing residual energy comprises of afterslip and viscoelastic as a dual mechanism with long duration rather than single mechanism.
摘要 2018 年 8 月发生的龙目岛地震引发了强度达 6.9 级的连续断裂双联地震。这种构造活动发生在主震附近,是由于一个事件的残余能量衰减到另一个事件。这种活动被怀疑是震后变形过程,如后滑移和粘弹性。在本文中,我们进行了一项研究,以确定变形模式。这些过程都可以通过提取 InSAR 观测数据进行研究。使用 LiCSBAS 处理哨兵-1 SAR 的时间序列作为数据观测,然后与基于指数函数和对数函数的模型进行比较。对数函数和指数函数联合拟合的结果表明,龙目岛多事件地震是受地震活动的影响,其残余能量由后滑动和粘弹性双重释放组成,是一种持续时间长的双重机制,而不是单一机制。
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引用次数: 0
Differential synthetic aperture radar (SAR) interferometry for detection land subsidence in Derna City, Libya 利用差分合成孔径雷达(SAR)干涉测量法探测利比亚德尔纳市的土地沉降情况
IF 1.4 Q2 Engineering Pub Date : 2024-01-04 DOI: 10.1515/jag-2023-0087
Heba Basyouni Ibrahim, Mahmoud Salah, F. Zarzoura, Mahmoud El-Mewafi
Abstract The country of Libya, situated on the Mediterranean fault zone, has a distinctive geodynamic regime due to the interplay between the Eurasian and African plates, which governs its tectonic evolution. In addition to its seismological significance, Libya is characterized by numerous subsidence and slope instabilities in regions with steep terrain. These geological phenomena have significant consequences for the built environment, as they pose an immediate danger to entire towns and essential infrastructure. Furthermore, infrequent weather phenomena, such as intense precipitation and thunderstorms, when coupled with the geological characteristics of some regions and the presence of seismically active terrain, have the potential to trigger landslide and land subsidence, resulting in significant harm to vital infrastructure. The current study utilizes the DInSAR technology to identify distinct subsidence occurrences that were induced by intense precipitation in coastal regions of Libya, specifically in Derna. These areas experienced significant flooding resulting in collapses during September 2023. A total of six pairs of co-event Interferometric Synthetic Aperture Radar (SAR) were utilized to generate displacement maps in the vertical, north-east, and north-west directions for the purpose of analysing the deformations. The aforementioned activities are conducted via Sentinel-1A images, which is freely accessible through the Copernicus program. Additionally, flood-prone zones were defined using Sentinel-1 GRD imagery. The Interferometric processing revealed multiple areas of subsidence. Subsidence rates of up to −14 cm were found in Derna city’s urban cores after flood. The findings suggest that subsidence may have an effect on the flood-proneness of the region of Derna City as Ground subsidence also occurred in the period immediately before the earthquake, at a rate of −14 cm.
摘要 利比亚位于地中海断裂带上,由于欧亚板块和非洲板块之间的相互作用,其构造演化具有独特的地球动力机制。除了地震学意义之外,利比亚地形陡峭的地区还存在许多沉降和斜坡不稳定现象。这些地质现象对建筑环境有重大影响,因为它们对整个城镇和重要基础设施构成直接威胁。此外,强降水和雷暴等不常见的天气现象,再加上某些地区的地质特征和地震活跃地形的存在,都有可能引发山体滑坡和地面沉降,对重要的基础设施造成重大损害。本研究利用 DInSAR 技术确定了利比亚沿海地区,特别是德尔纳的强降水引发的明显沉降现象。这些地区在 2023 年 9 月经历了导致塌方的严重洪灾。为分析变形情况,共使用了六对同向事件干涉合成孔径雷达(SAR)来生成垂直、东北和西北方向的位移图。上述活动是通过哥白尼计划免费提供的哨兵-1A 图像进行的。此外,还利用 Sentinel-1 GRD 图像确定了洪水易发区。干涉测量处理显示了多个沉降区域。洪水过后,德尔纳市城市中心区的沉降率高达-14 厘米。研究结果表明,地面沉降可能对德尔纳市地区的洪水易发性有影响,因为在地震前的一段时间内也发生了地面沉降,沉降速率为-14 厘米。
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引用次数: 0
Detection of GNSS ionospheric scintillations in multiple directions over a low latitude station 探测低纬度台站上空多个方向的全球导航卫星系统电离层闪烁
IF 1.4 Q2 Engineering Pub Date : 2024-01-04 DOI: 10.1515/jag-2023-0076
Lakshmanna Kuruva, Maheswara Rao Avula, D. S. Achanta
Abstract Analysis of huge data and detection of scintillation events by human visualization is expensive and time consuming process and also unfeasible in real time. In this paper, classical approaches namely Hard, Semi-Hard and Manual annotation rules are used for detection of the scintillations. For this, one week data is acquired from Septentrio PoLaRx5S GNSS scintillation monitoring Receiver corresponding to various constellations. Seven constellations namely GPS, GLONASS, Galileo, SBAS, BeiDou, QZSS and IRNSS-L5 signals during pre-sunset and post sunset hours are considered. The occurrence of scintillations due to pre-sunset and post sunset period by using hard and semi hard detection rules are analysed. It is observed that the occurrence of scintillations is more in post-sunset hours as compared to pre-sunset hours in all constellations. The performances of Semi Hard and Hard detection rules are compared with manual annotation by using confusion matrices statistical parameters namely accuracy, misclassification and precision. Identified scintillation signals coming from the least and worst affected directions. These results would be useful for early detection of scintillation without human inspection of scintillation events.
摘要 通过人工可视化分析海量数据和检测闪烁事件既费钱又费时,而且在实时情况下也不可行。本文采用经典方法,即硬标注、半硬标注和手动标注规则来检测闪烁。为此,从 Septentrio PoLaRx5S 全球导航卫星系统闪烁监测接收器获取了与不同星座对应的一周数据。考虑了七个星座,即 GPS、GLONASS、Galileo、SBAS、BeiDou、QZSS 和 IRNSS-L5 信号在日落前和日落后时段的情况。使用硬检测规则和半硬检测规则分析了日落前和日落后闪烁的发生情况。结果表明,在所有星座中,日落后时间段的闪烁发生率都高于日落前时间段。通过使用混淆矩阵统计参数,即准确度、误分类和精确度,将半硬和硬检测规则的性能与人工标注进行了比较。识别出的闪烁信号来自受影响最小和最严重的方向。这些结果将有助于在无需人工检查闪烁事件的情况下对闪烁进行早期检测。
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引用次数: 0
Improving the approximation quality of tensor product B-spline surfaces by local parameterization 通过局部参数化提高张量积 B 样条曲面的逼近质量
IF 1.4 Q2 Engineering Pub Date : 2024-01-04 DOI: 10.1515/jag-2023-0071
C. Harmening, Ramon Butzer
Abstract Freeform surfaces like tensor product B-spline surfaces have been proven to be a suitable tool to model laser scanner point clouds, especially those representing artificial objects. However, when it comes to the modelling of point clouds representing natural surfaces with a lot of local structures, tensor product B-spline surfaces reach their limits. Refinement strategies are usually used as an alternative, but their functional description is no longer nearly as compact as that of classical tensor product B-spline surfaces, making subsequent analysis steps considerably more cumbersome. In this publication, the approximation quality of classical tensor product B-spline surfaces is improved by means of local parameterization. By using base surfaces with a local character, relevant information about local structures of the surface to be estimated are stored in the surface parameters during the parameterization step. As a consequence, the resulting tensor product B-spline surface is able to represent these structures even with only a small number of control points. The developed locally parameterized B-spline surfaces are used to model four data sets with different characteristics. The results reveal a clear improvement compared to the classical tensor product B-spline surfaces in terms of correctness, goodness-of-fit and stability.
摘要 自由曲面(如张量积 B 样条曲面)已被证明是激光扫描点云建模的合适工具,尤其是那些表示人造物体的点云。然而,当要对代表具有大量局部结构的自然表面的点云进行建模时,张量积 B 样条曲面就达到了极限。通常采用细化策略作为替代方案,但其功能描述不再像经典张量积 B 样条曲面那样紧凑,使得后续分析步骤更加繁琐。在本论文中,经典张量乘 B-样条曲面的近似质量通过局部参数化得到了改善。通过使用具有局部特征的基面,在参数化步骤中,待估算曲面局部结构的相关信息被存储在曲面参数中。因此,即使只有少量控制点,生成的张量乘积 B-样条曲面也能表示这些结构。所开发的局部参数化 B-样条曲面被用于对四个具有不同特征的数据集进行建模。结果表明,与传统的张量积 B-样条曲面相比,该方法在正确性、拟合度和稳定性方面都有明显改善。
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引用次数: 0
Advanced topographic-geodetic surveys and GNSS methodologies in urban planning 城市规划中的高级地形大地测量和全球导航卫星系统方法
IF 1.4 Q2 Engineering Pub Date : 2024-01-04 DOI: 10.1515/jag-2023-0088
G. Madimarova, Toleuzhan Nurpeissova, Azhar Ormambekova, Diana Suleimenova, Aizhan Zhildikbayeva
Abstract The relevance of the problem examined is the need for research to ensure the safety and efficiency of construction and operation of utility networks, in light of the rapid development and growth of urban infrastructure. The purpose of this research is to explore and evaluate the application of topographic-geodetic studies in the context of the design and construction of utilities. The methods used include analytical method, classification method, functional method, statistical method, synthesis method. At the preparatory stage of works the schedule of all stages of project implementation was developed, coordinate and height systems accepted in the territory of the settlement, topographic and geodetic materials, general plans, detailed planning plans, and schemes of settlement development were established. Executive surveys, the territory of Aksukent settlement, and other materials and documents identified in the process of preparatory works were collected and analysed. Using an unmanned aerial vehicle (UAV) data of plan-altitude substantiation and aerial photography were obtained, orthophoto map in WGS84 and MSC coordinate system of the Aksukent settlement territory was obtained. To update the data on existing points of the state geodetic network, complexes of geodetic measurements and calculations were performed and parameters (key) of transformation between WGS84 and WCS coordinate systems were obtained. In the course of the field works, deciphering work was performed based on the obtained orthophoto. The inventory of engineering networks was conducted, which included engineering-geodetic surveys of underground and surface engineering networks (sewerage, water supply, gas supply, heating mains), and engineering-geodetic surveys of overhead and underground cable power lines. The results of the survey of the traces of engineering communications on the territory of Aksukent village were agreed with the balance holders of networks JSC “Turkestan Regional Telecommunications Directorate Kazakhtelecom”, JSC “KazTransGas Aimak”, LLP “Sairam Tazalyk”, LLP “Ontustik Zharyk Transit”. The research is of practical significance, as it contributes to the accurate determination of network parameters, identification of potential problem areas and ensuring effective planning and management of engineering projects.
摘要 所研究问题的现实意义在于,鉴于城市基础设施的快速发展和增长,有必要开展研究,以确保公用事业网络建设和运营的安全和效率。本研究的目的是探讨和评估地形大地测量研究在公用事业设计和建设中的应用。使用的方法包括分析法、分类法、功能法、统计法、综合法。在工程准备阶段,制定了项目实施各阶段的时间表,确定了定居点领土上公认的坐标系和高程系、地形和大地测量材料、总体规划、详细规划和定居点发展计划。收集并分析了行政调查、阿克苏肯特定居点领土以及在筹备工作过程中确定的其他材料和文件。利用无人驾驶飞行器(UAV)获得了平面高度实测数据和航空摄影数据,并获得了阿克苏肯特定居点领土的 WGS84 和 MSC 坐标系正射影像图。为了更新国家大地测量网络现有点的数据,进行了综合大地测量和计算,并获得了 WGS84 和 WCS 坐标系之间的转换参数(密钥)。在实地工作过程中,根据获得的正射影像进行了解译工作。对工程网络进行了清查,其中包括对地下和地面工程网络(下水道、供水、供气、供暖主管道)的工程大地测量,以及对架空和地下电缆电力线的工程大地测量。与 "突厥斯坦地区电信局哈萨克电信 "股份公司、"KazTransGas Aimak "股份公司、"Sairam Tazalyk "有限责任公司、"Ontustik Zharyk Transit "有限责任公司的网络平衡持有者商定了对阿克苏肯特村境内工程通信痕迹的勘测结果。该研究具有实际意义,因为它有助于准确确定网络参数、识别潜在问题领域并确保工程项目的有效规划和管理。
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引用次数: 0
GNSS positioning accuracy performance assessments on 1st and 2nd generation SBAS signals in Thailand 泰国第一代和第二代 SBAS 信号的全球导航卫星系统定位精度性能评估
IF 1.4 Q2 Engineering Pub Date : 2023-12-06 DOI: 10.1515/jag-2023-0082
Phunsap Thari, Thayathip Thongtan, C. Satirapod
Abstract This research evaluates the performance of the first and second-generation satellite-based augmentation system (SBAS) GAGAN and BDSBAS services in Thailand. The study initially analyses GNSS observations from 40 local continuously operating reference stations (CORS) over the past 12 months in 2022, providing initial horizontal and vertical accuracies at 2.03 and 3.66 m respectively with the single point positioning (SPP) mode. The positioning accuracies are 2.27 m horizontally and 2.54 m vertically as of GAGAN, while 2.94 m horizontally and 3.90 m vertically as of BDSBAS with the first-generation system. Since the 1st generation SBAS performance is affected by the ionosphere, especially in the equatorial and auroral regions, the ionosphere-free combination is applied in the SPP algorithm as well as the 2nd generation SBAS with the Dual-Frequency Multi-Constellation (DFMC) capable receivers for BDSBAS only. The SPP accuracies are 1.51 m horizontally and 3.26 m vertically, where the BDSBAS results are 2.16 m horizontally and 4.28 m vertically. Demonstrated results show that the positioning accuracy cannot be improved significantly when applying the 1st generation GAGAN and BDSBAS systems and the 2nd generation BDSBAS system in Thailand due to the low number of common satellites available, especially when using the SBAS outside their ground tracking network; therefore, it is expected to apply the GNSS observation and computed satellite error correction from the regional ground tracking network to enhance the performance of the 2nd generation SBAS. The positioning accuracy result could be achieved at sub-metre level, which will greatly benefit high-accuracy applications such as air, land, and sea navigation in the region.
摘要本研究评估了泰国第一代和第二代星基增强系统(SBAS) GAGAN和BDSBAS服务的性能。该研究首先分析了40个当地连续运行参考站(CORS)在2022年过去12个月的GNSS观测数据,在单点定位(SPP)模式下,初始水平和垂直精度分别为2.03和3.66 m。第一代系统GAGAN的水平定位精度为2.27 m,垂直定位精度为2.54 m, BDSBAS的水平定位精度为2.94 m,垂直定位精度为3.90 m。由于第一代SBAS的性能受电离层的影响,特别是在赤道和极光区域,SPP算法采用无电离层组合,而第二代SBAS采用双频多星座(Dual-Frequency Multi-Constellation, DFMC)接收机,仅用于BDSBAS。SPP的水平精度为1.51 m,垂直精度为3.26 m,而BDSBAS的水平精度为2.16 m,垂直精度为4.28 m。结果表明,在泰国使用第一代GAGAN和BDSBAS系统以及第二代BDSBAS系统时,由于可用的公共卫星数量较少,特别是在使用其地面跟踪网络之外的SBAS时,定位精度不能得到显著提高;因此,预计将应用区域地面跟踪网的GNSS观测和计算卫星误差修正来提高第二代SBAS的性能。该定位精度结果可达到亚米级,将极大地有利于该地区的空中、陆地和海上导航等高精度应用。
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引用次数: 0
Assessment of satellite images terrestrial surface temperature and WVP using GNSS radio occultation data 利用全球导航卫星系统无线电掩星数据评估卫星图像地面温度和 WVP
IF 1.4 Q2 Engineering Pub Date : 2023-12-05 DOI: 10.1515/jag-2023-0085
Aya M. Megahed, Ibrahim F. Ahmed, Heba S. Tawfik, G. El-fiky
Abstract Land Surface Temperature (LST) and Water Vapor Pressure (WVP) contour maps can be produced using cameras aboard satellites, for instance, under the name “Remote Sensing (RS)”. Satellite image observations should be verified before using based on a reliable data. Global Navigation Satellite System Radio Occultation (GNSS-RO) method is observing accurate Earth atmosphere parameters continuously. In the present research, LST and WVP differences between Landsat 8 (LC08), Sentinel-3 (S3), and MODIS (Terra and Aqua) images and GNSS-RO are assessed in Egypt depending on the satellites operating periods and data availability during the years from 2015 to 2020. Statistically, S3 and Terra have insignificant differences with RO temperature with an average bias of 3.48 °C and 1.47 °C, respectively, but LC08 and Aqua have significant differences with it. For WVP, Aqua and LC08 have insignificant differences with an average bias of 0.02 kg/m2 and 2.31 kg/m2, respectively, but S3 and Terra have significant differences with RO observations. When comparing LC08 LST data to other satellites, it was found that there were insignificant differences between LC08 and S3 as well as Terra. However, significant differences were observed when comparing LC08 LST data to Aqua. Additionally, significant differences were noted when comparing LC08 WVP data to other satellites. In response to these differences, improvement models have been developed to enhance the estimation of terrestrial data through remote sensing, particularly for satellites that exhibited significant disparities when compared to reference observations (RO).
陆地表面温度(LST)和水汽压(WVP)等高线地图可以使用卫星上的相机制作,例如,以“遥感(RS)”的名义。卫星图像观测在使用前应根据可靠的数据进行核实。全球导航卫星系统无线电掩星(GNSS-RO)方法是对精确的地球大气参数进行连续观测。在本研究中,根据埃及2015 - 2020年卫星运行周期和数据可用性,评估了Landsat 8 (LC08)、Sentinel-3 (S3)和MODIS (Terra和Aqua)图像与GNSS-RO图像之间的LST和WVP差异。统计上,S3和Terra与RO温度差异不显著,平均偏差分别为3.48 °C和1.47 °C,而LC08和Aqua与RO温度差异显著。对于WVP, Aqua和LC08差异不显著,平均偏差分别为0.02 kg/m2和2.31 kg/m2,但S3和Terra与RO观测值差异显著。将LC08的LST数据与其他卫星进行比较,发现LC08与S3以及Terra之间的差异不显著。然而,当LC08的LST数据与Aqua进行比较时,发现了显著的差异。此外,将LC08 WVP数据与其他卫星数据进行比较时发现了显著差异。针对这些差异,已经开发了改进模式,以加强通过遥感对地面数据的估计,特别是对与参考观测相比显示出显著差异的卫星的估计。
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引用次数: 0
Analysis of different combinations of gravity data types in gravimetric geoid determination over Bali 巴厘岛大地水准面重力测量中重力数据类型不同组合的分析
Q2 Engineering Pub Date : 2023-11-08 DOI: 10.1515/jag-2023-0042
Zahroh Arsy Udama, Sten Claessens, Ira Mutiara Anjasmara, Agustina Nur Syafarianty
Abstract Following the Regulation of the Head of the Geospatial Information Agency (BIG) No. 13 of 2021, geoid is used as the Vertical Geospatial Reference System in Indonesia. Applications using the geoid as an ideal reference require a much higher accuracy and resolution than the geoid obtained from models derived solely from satellite data. The Indonesian Geospatial Information Agency considers the geoid ideal if it has reached an accuracy of better than 15 cm. Recent studies have combined satellite and other gravimetric data to produce a combined geoid model with increased resolution. Gravimetric data obtained from measurements close to the Earth’s surface, such as airborne and terrestrial gravity data, are particularly attractive because the high-frequency portion of the signal is more apparent and can contribute to the medium to high frequencies of the gravity field. This study models the geoid over Bali Island by combining satellite, airborne and terrestrial gravity data. Calculations were performed using Least Square Collocation (LSC) and Remove-Compute-Restore (RCR) techniques. The gravimetric geoid model was tested against the geometric geoid profile calculated from a GNSS/Levelling survey. The geoid, calculated by combining the GOCO06S satellite gravity model, the GGMplus gravity model and airborne gravity data at an average flight altitude of 4100 m produces a standard deviation of 14.46 cm along the 125 km validation path. After also adding terrestrial gravity data, the standard deviation increased to 16.37 cm. By comparison, the results of the validation of the geoid model from GOCO06S and INAGEOIDV2 with geometric geoids have standard deviation values of 79.56 cm and 16.40 cm, respectively. However, the results of the statistical tests are strongly influenced by the data quality used as validation, in this case, GNSS/Levelling. It is shown that the GNSS/Levelling data over Bali contains significant errors, which have been reduced based on an analysis of geometric vertical deflections. A geometric geoid profile with higher accuracy is required to test the accuracy of the gravimetric geoid models more reliably.
根据地理空间信息机构(BIG) 2021年第13号条例,大地水准面被用作印度尼西亚的垂直地理空间参考系统。使用大地水准面作为理想参考的应用需要比仅从卫星数据获得的模型获得的大地水准面更高的精度和分辨率。印度尼西亚地理空间信息机构认为,如果达到15厘米以上的精度,那么大地水准面就是理想的。最近的研究将卫星和其他重力数据结合起来,产生了分辨率更高的组合大地水准面模型。从接近地球表面的测量中获得的重力数据,如空中和地面重力数据,特别有吸引力,因为信号的高频部分更明显,可以促成重力场的中高频。本研究结合卫星、空中和地面重力资料,模拟巴厘岛大地水准面。使用最小二乘配置(LSC)和移除-计算-恢复(RCR)技术进行计算。将重力大地水准面模型与GNSS/Levelling测量计算的几何大地水准面剖面进行了测试。结合GOCO06S卫星重力模型、GGMplus重力模型和平均飞行高度为4100 m的航空重力数据计算得到的大地水准面沿125 km验证路径标准差为14.46 cm。同时加入地球重力数据后,标准差增大到16.37 cm。通过对比,GOCO06S和INAGEOIDV2的大地水准面模型与几何大地水准面验证结果的标准差值分别为79.56 cm和16.40 cm。然而,统计测试的结果受到用作验证的数据质量的强烈影响,在本例中是GNSS/Levelling。结果表明,巴厘岛上空的GNSS/Levelling数据存在较大误差,但通过对几何垂直偏转的分析已经减小了误差。为了更可靠地检验重力大地水准面模型的精度,需要更高精度的几何大地水准面剖面。
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引用次数: 0
Ionospheric TEC modeling using COSMIC-2 GNSS radio occultation and artificial neural networks over Egypt 利用COSMIC-2 GNSS无线电掩星和人工神经网络对埃及上空电离层TEC进行建模
Q2 Engineering Pub Date : 2023-10-27 DOI: 10.1515/jag-2023-0079
Ahmed Sherif, Mostafa Rabah, Ashraf El-Kutb Mousa, Ahmed Zaki, Mohamed Anwar, Ahmed Sedeek
Abstract The ionospheric delay significantly impacts GNSS positioning accuracy. To address this, an Artificial Neural Network (ANN) was developed using the high-quality COSMIC-2 ionospheric profile dataset to predict the Total Electron Content (TEC). ANNs are adept at addressing both linear and nonlinear challenges. For this research, eight distinct ANNs were cultivated. These ANNs were designed with the following inputs Year, Month, Day, Hour, Latitude, and Longitude. Along with solar and geomagnetic parameters such as the F10.7 solar radio flux index, the Sunspot Number (SSN), the Kp index, and the ap index. The goal was to discern the most influential parameters on ionosphere prediction. After pinpointing these key parameters, an enhanced model utilizing a pioneering technique of a secondary ANN was employed with the main ANN to predict TEC values for events in 2023. The study’s findings indicate that solar parameters markedly enhance the model’s accuracy. Notably, the augmented model featuring a prelude secondary network achieved a stellar correlation coefficient of 0.99. Distributionally, 41 % of predictions aligned within the (−1≤ ΔTEC ≤1) TECU spectrum, 28 % nestled within the (1< ΔTEC ≤2) and (−2≤ ΔTEC <−1) TECU ambit, while a substantial 30 % spanned the broader (2< ΔTEC ≤5) and (−5≤ ΔTEC <−2) TECU range. In essence, this research underscores the potential of incorporating solar parameters and advanced neural network techniques to refine ionospheric delay predictions, thus boosting GNSS positioning precision.
电离层延迟严重影响GNSS定位精度。为了解决这一问题,利用COSMIC-2高质量电离层剖面数据集开发了人工神经网络(ANN)来预测总电子含量(TEC)。人工神经网络擅长处理线性和非线性挑战。在本研究中,培养了8种不同的人工神经网络。这些人工神经网络设计了以下输入年、月、日、时、纬度和经度。以及太阳和地磁参数,如F10.7太阳射电通量指数、太阳黑子数(SSN)、Kp指数和ap指数。目的是找出对电离层预测影响最大的参数。在确定这些关键参数后,利用次级人工神经网络的先进技术,将一个增强模型与主人工神经网络一起用于预测2023年事件的TEC值。研究结果表明,太阳参数显著提高了模型的准确性。值得注意的是,具有前导次网络的增强模型的恒星相关系数为0.99。从分布上看,41%的预测在(−1≤ΔTEC≤1)TECU谱内,28%在(1<ΔTEC≤2)和(- 2≤ΔTEC <−1)TECU范围,而相当多的30%跨越了更宽的(2<ΔTEC≤5)和(−5≤ΔTEC <−2)TECU范围。本质上,这项研究强调了结合太阳参数和先进的神经网络技术来改进电离层延迟预测的潜力,从而提高GNSS定位精度。
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Journal of Applied Geodesy
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