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Monitoring absolute vertical land motions and absolute sea-level changes from GPS and tide gauges data over French Polynesia
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作者 Xianjie Li Jean-Pierre Barriot +2 位作者 Bernard Ducarme Marania Hopuare Yidong Lou 《Geodesy and Geodynamics》 EI CSCD 2024年第1期13-26,共14页
In this study,we estimate the absolute vertical land motions at three tidal stations with collocated Global Navigation Satellite System(GNSS)receivers over French Polynesia during the period 2007-2020,and obtain,as an... In this study,we estimate the absolute vertical land motions at three tidal stations with collocated Global Navigation Satellite System(GNSS)receivers over French Polynesia during the period 2007-2020,and obtain,as ancillary results,estimates of the absolute changes in sea level at the same locations.To verify our processing approach to determining vertical motion,we first modeled vertical motion at the International GNSS Service(IGS)THTI station located in the capital island of Tahiti and compared our estimate with previous independent determinations,with a good agreement.We obtained the following estimates for the vertical land motions at the tide gauges:Tubuai island,Austral Archipelago-0.92±0.17 mm/yr,Vairao village,Tahiti Iti:-0.49±0.39 mm/yr,Rikitea,Gambier Archipelago-0.43±0.17 mm/yr.The absolute variations of the sea level are:Tubuai island,Austral Archipelago 5.25±0.60 mm/yr,Vairao village,Tahiti Iti:3.62±0.52 mm/yr,Rikitea,Gambier Archipelago 1.52±0.23 mm/yr.We discuss these absolute values in light of the values obtained from altimetric measurements and other means in French Polynesia. 展开更多
关键词 gps Tide gauges Sea level changes Vertical land motion
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HJ-2F卫星星载GPS数据质量分析与定轨评估
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作者 孙玉强 彭磊 +2 位作者 袁兴明 彭正斌 宋传峰 《测绘通报》 北大核心 2025年第10期175-179,共5页
环境减灾二号06星(HJ-2F)是我国新一代小型低轨合成孔径雷达(SAR)遥感卫星,主要用于实现全天候、全天时的生态环境监测业务。高精度轨道确定是其高质量遥感观测任务的关键保障。本文基于HJ-2F卫星2025年1月的星载双频GPS观测数据,从可... 环境减灾二号06星(HJ-2F)是我国新一代小型低轨合成孔径雷达(SAR)遥感卫星,主要用于实现全天候、全天时的生态环境监测业务。高精度轨道确定是其高质量遥感观测任务的关键保障。本文基于HJ-2F卫星2025年1月的星载双频GPS观测数据,从可见性、周跳比及测量噪声等方面对观测质量进行了系统分析,并采用简化动力学模型开展精密定轨研究。利用国产星载双频GPS接收机可实现优于1 cm的径向定位精度和优于3 cm的三维轨道精度。HJ-2F作为新一代环境监测卫星,能够满足高精度遥感业务应用需求。 展开更多
关键词 HJ-2F gps 低轨卫星 数据质量 精密定轨
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Comparative study on vertical deformation based on GPS and leveling data 被引量:2
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作者 Shanlan Qin Wenping Wang Shangwu Song 《Geodesy and Geodynamics》 2018年第2期115-120,共6页
The development of GPS(Global Positioning System) technology has led to increasingly widely and successful applications of GPS surveys for monitoring crustal movements. However, multi-period GPS survey solutions have ... The development of GPS(Global Positioning System) technology has led to increasingly widely and successful applications of GPS surveys for monitoring crustal movements. However, multi-period GPS survey solutions have not been applied in monitoring vertical crustal movements with normal backgrounds. In this paper, we carried out a comparative study on the vertical deformation of the comprehensive profile of the cross-fault zone in Shanyin, Shanxi province, China, based on GPS and precise leveling observation data for multiple time periods. The vertical deformation rates observed with repeating GPS survey are obviously different(over 20 mm/y at some sites) from those with repeating leveling survey within a relatively short period. However, the deviations in the vertical displacement between GPS and leveling in a long-term survey(over three years) showed good consistency at 3-4 mm/y at most sites, on GPS forced offset surveying and fixed survey instruments in a long-term survey(over three years). Therefore, GPS vertical displacement results can be applied to the study of vertical crustal movements. 展开更多
关键词 Vertical deformation gps Precise leveling DEVIATIONS
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Estimation of Subsidence in Po Delta Area (Northern Italy) by Integration of GPS Data, High-Precision Leveling and Archival Orthometric Elevations 被引量:1
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作者 Massimo Fabris Vladimiro Achilli Andrea Menin 《International Journal of Geosciences》 2014年第6期571-585,共15页
Subsidence in a deformation area can be measured in various ways, examples being conventional high-precision leveling, differential InSAR and multi-temporal GPS surveys. Integration of methods can improve results, and... Subsidence in a deformation area can be measured in various ways, examples being conventional high-precision leveling, differential InSAR and multi-temporal GPS surveys. Integration of methods can improve results, and is crucial to extract high-precision data. In particular, orthometric and ellipsoid elevations, surveyed at different moments in time, can be compared to yield information on vertical movements when geoid anomalies are known. However, a data checking procedure must be applied if archival orthometric elevations are used, because long-term measurements for many historical benchmarks may have been lost and/or replaced with other points, but at different elevations. This type of checking can be carried out over an area without gravimetric anomalies by modeling geoid undulations and vertical displacements in the time-span used for analysis, excluding points with anomalous values. This procedure was tested and applied in the Po Delta area (northern Italy), historically subject to high subsidence rates: the leveling benchmarks of 1983 were measured with the GPS technique in 2008. After checking of archival data and transformation from ellipsoid to orthometric elevations, comparisons of the same points and interpolations on the study area provided a subsidence map for the 1983-2008 period. 展开更多
关键词 SUBSIDENCE Po Delta SPIRIT leveling gps Local GEOID Modeling
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Deformation Evolution Characteristics Revealed by GPS and Cross-fault Leveling Data before the M_S8. 0 Wenchuan Earthquake
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作者 ZHAO Jing LIU Jie +2 位作者 REN Jinwei YUE Chong LI Jiaojiao 《Earthquake Research in China》 CSCD 2019年第3期461-477,共17页
Based on GPS velocity during 1999-2007,GPS baseline time series on large scale during1999-2008 and cross-fault leveling data during 1985-2008,the paper makes some analysis and discussion to study and summarize the mov... Based on GPS velocity during 1999-2007,GPS baseline time series on large scale during1999-2008 and cross-fault leveling data during 1985-2008,the paper makes some analysis and discussion to study and summarize the movement,tectonic deformation and strain accumulation evolution characteristics of the Longmenshan fault and the surrounding area before the MS8. 0 Wenchuan earthquake,as well as the possible physical mechanism late in the seismic cycle of the Wenchuan earthquake. Multiple results indicate that:GPS velocity profiles show that obvious continuous deformation across the eastern Qinghai-Tibetan Plateau before the earthquake was distributed across a zone at least 500 km wide,while there was little deformation in Sichuan Basin and Longmenshan fault zone,which means that the eastern Qinghai-Tibetan Plateau provides energy accumulation for locked Longmenshan fault zone continuously. GPS strain rates show that the east-west compression deformation was larger in the northwest of the mid-northern segment of the Longmenshan fault zone,and deformation amplitude decreased gradually from far field to near fault zone,and there was little deformation in fault zone. The east-west compression deformation was significant surrounding the southwestern segment of the Longmenshan fault zone,and strain accumulation rate was larger than that of mid-northern segment.Fault locking indicates nearly whole Longmenshan fault was locked before the earthquake except the source of the earthquake which was weakly locked,and a 20 km width patch in southwestern segment between 12 km to 22. 5 km depth was in creeping state. GPS baseline time series in northeast direction on large scale became compressive generally from 2005 in the North-South Seismic Belt,which reflects that relative compression deformation enhances. The cross-fault leveling data show that annual vertical change rate and deformation trend accumulation rate in the Longmenshan fault zone were little,which indicates that vertical activity near the fault was very weak and the fault was tightly locked. According to analyses of GPS and cross-fault leveling data before the Wenchuan earthquake,we consider that the Longmenshan fault is tightly locked from the surface to the deep,and the horizontal and vertical deformation are weak surrounding the fault in relatively small-scale crustal deformation. The process of weak deformation may be slow,and weak deformation area may be larger when large earthquake is coming. Continuous and slow compression deformation across eastern Qinghai-Tibetan Plateau before the earthquake provides dynamic support for strain accumulation in the Longmenshan fault zone in relative large-scale crustal deformation. 展开更多
关键词 MS8.0 WENCHUAN earthquake gps data CROSS-FAULT leveling data Fault locking Block DEFORMATION
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InSAR与GPS融合技术在变形监测中的应用研究 被引量:1
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作者 辛明 王岑 吕汉杰 《高科技与产业化》 2025年第2期29-31,共3页
本研究旨在探讨InSAR与GPS融合技术在变形监测中的应用。研究内容包括详细分析InSAR与GPS两种技术的基本原理、优势与局限性,以及它们在变形监测中的互补性。研究方法采用数据融合模型,结合案例分析,进行数据采集、融合处理与结果分析,... 本研究旨在探讨InSAR与GPS融合技术在变形监测中的应用。研究内容包括详细分析InSAR与GPS两种技术的基本原理、优势与局限性,以及它们在变形监测中的互补性。研究方法采用数据融合模型,结合案例分析,进行数据采集、融合处理与结果分析,并对应用效果进行精度、效率与实用性评估。研究结论表明,InSAR与GPS融合技术能够有效提高变形监测的精度与效率,具有较高的实用价值。研究意义在于为地质灾害监测、工程建设监测和城市地面沉降监测等提供可靠的技术支持和应用参考。 展开更多
关键词 INSAR gps 融合技术 变形监测 数据处理
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Research on Deformation Mode of the Longmenshan-Longriba Region Using GPS and Leveling Data
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作者 Xudong Li Wei Li +2 位作者 Jiangtao Qiu Bing Feng Xiang Liu 《International Journal of Geosciences》 2023年第7期619-634,共16页
The Longmenshan-Longriba region is located on the eastern edge of the Tibetan Plateau,and is an ideal place to study the eastward extrusion and uplift mechanism of the plateau.Previous studies on this area mainly focu... The Longmenshan-Longriba region is located on the eastern edge of the Tibetan Plateau,and is an ideal place to study the eastward extrusion and uplift mechanism of the plateau.Previous studies on this area mainly focused on tectonic activity and seismic hazard,with few studies giving its overall deformation characteristics and dynamic mechanism.This paper uses the latest dense GPS data,combined with precise Leveling data to analyze the kinematic characteristics and deformation mode of the Longmenshan fault zone(LMSF)and the Longriba fault zone(LRBF).The results show that both the Longmenshan fault zone and the Longriba fault zone have certain right-lateral strike-slip and thrusting,indicating that they play an important role in adjusting strain distribution and absorbing tectonic deformation;The strain-rate field on the Longriba fault zone is broadly distributed,suggesting that the deformation field is at least partially coupled;while the strain-rate field on the Longmenshan fault zone presents a non-uniform distribution,indicating different dynamic sources acting on segments.The high strain rate areas revealed in this study points us to the high-risk area for future earthquakes.The present-day vertical motion velocity field in the region obtained from Leveling and GPS data shows a mismatch between the regional deformation field and active tectonics,which can be explained by the incomplete coupling of deformation between the lower and upper crust. 展开更多
关键词 Longmenshan Fault Zone Longriba Fault Zone gps STRAIN leveling
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GPS-RTK技术在某西北二环高速公路勘测中的应用
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作者 郝蓉 《建材技术与应用》 2025年第5期102-108,共7页
在交通基础设施建设中,精准测量是保障工程质量和进度的关键。GPS-RTK技术基于卫星定位和载波相位差分原理,通过卫星定位确定测量点三维坐标,利用载波相位差分消除信号传输误差,实现厘米级高精度定位。与传统测量相比,其单人可操作,借... 在交通基础设施建设中,精准测量是保障工程质量和进度的关键。GPS-RTK技术基于卫星定位和载波相位差分原理,通过卫星定位确定测量点三维坐标,利用载波相位差分消除信号传输误差,实现厘米级高精度定位。与传统测量相比,其单人可操作,借助先进通信技术和高效算法,实时高效传输处理数据,大幅降低人力成本,缩短测量时间,提升工作便捷性和效率。在面对复杂地形时,该技术能让测量人员快速抵达测量点获取高精度数据,测量效率数倍提升,测量周期大幅缩短,精度达标,误差可控。 展开更多
关键词 RTK技术 gps高程勘测 数据处理
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基于DGPS的通用航空飞机静压源误差修正方法
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作者 刘畅 王银坤 《航空计算技术》 2025年第2期33-36,42,共5页
大气数据系统对于飞机的飞行安全起着至关重要的作用,飞行的各个阶段都依赖于准确的大气数据。但是,基于气压的空速和高度系统在测量飞机全压、静压时容易出现误差,这会导致在驾驶舱中显示的指示空速、气压高度、升降速度等重要数据出... 大气数据系统对于飞机的飞行安全起着至关重要的作用,飞行的各个阶段都依赖于准确的大气数据。但是,基于气压的空速和高度系统在测量飞机全压、静压时容易出现误差,这会导致在驾驶舱中显示的指示空速、气压高度、升降速度等重要数据出现偏差,对飞行人员操纵飞机造成影响。所以,对误差的修正是至关重要的。对静压源误差的定义、产生和影响因素进行了分析与说明,提出了一种基于差分GPS(Differential GPS,DGPS)的静压源误差修正方法,并在一架Cessna172S飞机上开展了飞行试验。通过将本修正方法与两种传统修正方法的飞行试验结果进行对比,证明了本修正方法是准确、可行且具有一定优势的。 展开更多
关键词 大气数据系统 静压源误差 差分gps 误差修正
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GPS控制测量在公路桥梁领域的应用分析
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作者 郭彪 黄继峰 《科技资讯》 2025年第14期122-126,共5页
随着社会的不断进步与经济的飞速发展,我国在公路桥梁建设方面具有长远规划。近年来,国家给予公路桥梁建设项目极大的技术与资金支持,我国公路交通事业得到深化发展,各项先进技术被广泛应用于公路桥梁施工建设中,为提高公路桥梁建设过... 随着社会的不断进步与经济的飞速发展,我国在公路桥梁建设方面具有长远规划。近年来,国家给予公路桥梁建设项目极大的技术与资金支持,我国公路交通事业得到深化发展,各项先进技术被广泛应用于公路桥梁施工建设中,为提高公路桥梁建设过程中的精度指标和工作效率,可以选用全球定位系统(Global Positioning System,GPS)控制测量对整个项目做首级控制。GPS控制网一旦形成,就贯穿整个工程。在此将对GPS控制测量在公路桥梁领域的应用进行简要探讨。 展开更多
关键词 gps控制测量 测量技术 公路桥梁 观测数据
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基于GPS数据的山地户外型徒步游客时空行为研究——以四姑娘山景区为例
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作者 姚侨峰 李娜 《体育科技文献通报》 2025年第1期123-127,共5页
本文以户外徒步圣山——四姑娘山景区为例,通过“两步路”平台检索徒步游客轨迹信息,结合OSM路网数据以及旅游景点POI数据,以季节强度指数、核密度、在离轨分析山地户外型目的地徒步游客时空行为特征。研究发现:(1)年内,受节庆和气候因... 本文以户外徒步圣山——四姑娘山景区为例,通过“两步路”平台检索徒步游客轨迹信息,结合OSM路网数据以及旅游景点POI数据,以季节强度指数、核密度、在离轨分析山地户外型目的地徒步游客时空行为特征。研究发现:(1)年内,受节庆和气候因素影响,徒步游客分布季节性明显,以秋季为主,春夏次之,冬季最末;(2)日内,徒步活动节奏以移动状态为主,徒步游客受就餐、去洗手间等生理活动影响较小,受时间、体力、安全等主客观因素影响较大,徒步活动持续时间普遍较长,结束时间普遍较早,日间活动表现出“单峰”结构;(3)空间移动上,游客在山地徒步中会形成典型的等级分化和节点分离特征,开发完善适合观光游,半开发状态适合生态游,较为原始的适合探险游,并随着距离的增加分离徒步人群。(4)徒步游客在轨率高,对道路依赖性较强,沿路网围绕旅游景点呈线状集聚分布特征,但路网与景点的空间距离较大,出现一定的离轨轨迹,造成景点泛化。 展开更多
关键词 gps轨迹数据 徒步游客 四姑娘山景区
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结合GPS/Leveling和正高改正确定GPS常年观测站正高 被引量:1
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作者 尹弘植 黄鹤 李东河 《测绘通报》 CSCD 北大核心 2008年第3期25-27,共3页
利用精密几何水准测量结合GPS/Leveling方法计算韩国行政自治部管辖内30所GPS常年观测站天线基准点的正高。并联合进行对水准点和GPS常年观测站偏心点的重力测量,使用正高改正方法计算出其改正量,提高正高的精确度。
关键词 gps常年观测站 几何水准测量 gps/leveling 重力测量 正高改正 正高
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基于GPS数据的上海市重型货运车污染物排放时空特征研究
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作者 黄盛 《交通与港航》 2025年第3期79-83,89,共6页
重型货运车排放污染严重,高时空分辨率的排放清单是定量了解其排放机理和制定相关减排措施的重要评估工具。研究基于重型货运车GPS数据,揭示了重型货运车排放的时空分布规律以及不同排放标准和道路类型对污染物排放的贡献。研究结果表明... 重型货运车排放污染严重,高时空分辨率的排放清单是定量了解其排放机理和制定相关减排措施的重要评估工具。研究基于重型货运车GPS数据,揭示了重型货运车排放的时空分布规律以及不同排放标准和道路类型对污染物排放的贡献。研究结果表明,不同污染物排放在一天内呈现明显的变化趋势,具有清晨小峰值和下午峰值的特征,NOx是主要的排放物。国五车辆在CO、HC和NOx排放中贡献占比超过50%,而在PM2.5排放中,国四车辆的排放量最高,占比达59.6%。此外,重型货运车在高速及快速路上的排放贡献最大,超过50%,其次是主干路、支路和次干路。通过分析污染物排放的空间分布,发现绕城高速、沈海高速、外环高速是排放的主要干道,港区周边的外环高速外高桥段和东海大桥全天长期处于高排放状态。相关减排建议:加快建设货运专用通道以提高货物运输效率,推动完善海陆空铁水“五位一体”的集疏运体系,促进运输结构的绿色发展。 展开更多
关键词 重型货运车 gps数据 污染物排放 时空特征 减排对策
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基于GPS 测量法的跨河水准测量技术
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作者 黄廉喜 《北京测绘》 2025年第9期1392-1398,共7页
在当前的跨河水准测量过程中,需要多种测量仪器同时对向观测,若观测设置不当,高程会产生异常变化,导致测量精度下降,为此本文开展了基于全球定位系统(GPS)测量法的跨河水准测量技术及其应用研究。选择特大型桥梁施工工程项目作为研究案... 在当前的跨河水准测量过程中,需要多种测量仪器同时对向观测,若观测设置不当,高程会产生异常变化,导致测量精度下降,为此本文开展了基于全球定位系统(GPS)测量法的跨河水准测量技术及其应用研究。选择特大型桥梁施工工程项目作为研究案例,在测量地点选取与场地布设完成后,利用GPS接收机测定两岸水准点的大地坐标三维位置。结合预处理后的GPS数据以及基于广义神经网络的高程拟合模型求出两岸的高程异常。根据高程异常对测量结果进行调整,从而获取精准的测量结果,完成跨河水准测量。依据本研究方法,测量出了研究区跨河两岸的水准数据,最低值为19.488 m(点9),最高值为25.365 m(点4),测量结果与实际情况相符,能够为未来大型桥梁、水电站等跨河工程的高精度测量提供重要的技术参考。 展开更多
关键词 全球定位系统(gps)测量法 跨河水准测量技术 测量地点选取 广义神经网络
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Present-day 3D deformation field of Northeast China,observed by GPS and leveling 被引量:6
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作者 Ji Lingyun Wang Qingliang Wang Shuangxu 《Geodesy and Geodynamics》 2014年第3期34-40,共7页
A broad view of present-day 3D deformation field around the Northeast China region was derived from GPS and leveling observations. We draw the following conclusions: First, the Northeast China region moved towards no... A broad view of present-day 3D deformation field around the Northeast China region was derived from GPS and leveling observations. We draw the following conclusions: First, the Northeast China region moved towards northwest with an average velocity of 5 ram/a, with respect to South China. The entire Northeast China region was in a low strain state from the strain rate field. Second, we processed two periods of first- order leveling data in 1970s and 1990s, showing the vertical deformation of the Northeast China region is "uplift in western part and subsidence in eastern part' 展开更多
关键词 3D deformation fields Northeast China region gps leveling
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On the Accuracy Assessment of the Latest Releases of GOCE Satellite-Based Geopotential Models with EGM2008 and Terrestrial GPS/Levelling and Gravity Data over Egypt 被引量:2
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作者 Mohamed El-Ashquer Basem Elsaka Gamal El-Fiky 《International Journal of Geosciences》 2016年第11期1323-1344,共23页
The Global Geopotential Models (GGMs) of GOCE (Gravity Recovery and steady- state Ocean Circulation Explorer) differ globally as well as regionally in their accuracy and resolution based on the maximum degree and orde... The Global Geopotential Models (GGMs) of GOCE (Gravity Recovery and steady- state Ocean Circulation Explorer) differ globally as well as regionally in their accuracy and resolution based on the maximum degree and order (d/o) of the fully normalized spherical harmonic (SH) coefficients, which express each GGM. The main idea of this study is to compare the free-air gravity anomalies and quasi geoid heights determined from several recent GOCE-based GGMs with the corresponding ones from the Earth Gravitational Model 2008 (EGM2008) over Egypt on the one hand and with ground-based measurements on the other hand. The results regarding to the comparison of GOCE-based GGMs with terrestrial gravity and GPS/levelling data provide better improvement with respect to EGM2008. The 4th release GOCE-based GGM developed with the use of space-wise solution strategy (SPW_R4) approximates the gravity field well over the Egyptian region. The SPW_R4 model is accordingly suggested as a reference model for recovering the long wavelength (up to SH d/o 200) components of quasi geoid heights when modelling the gravimetric quasi-geoid over the Egypt. Finally, three types of transformation models: Four-, Five- and Seven-parameter transformations have been applied to reduce the data biases and to provide a better fitting of quasi geoid heights obtained from the studied GOCE-based GGMs to those from GPS/levelling data. These models reveal that the standard deviation of vertical datum over Egypt is at the level of about 32 cm. 展开更多
关键词 GOCE-Based GGMs Free-Air Gravity Anomalies gps/levelling data Spectral Enhancement Method (SEM)
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Determination of the Absolute Rate of Sea Level by Using GPS Reference Station and Tide Gauge Data
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作者 JIAO Wenhai GUO Hairong FU Yang WEI Ziqing 《Geo-Spatial Information Science》 2005年第3期220-224,共5页
The absolute rate of mean sea level of Xiamen area is derived from the data of Xiamen tide gauge station and Xiamen GPS fiducial station of crustal movement observation network of China(CMONC). The height variation ... The absolute rate of mean sea level of Xiamen area is derived from the data of Xiamen tide gauge station and Xiamen GPS fiducial station of crustal movement observation network of China(CMONC). The height variation is discussed deeply in this paper, h is shown that height has periodic variations. So the rate of vertical land movement can not be precisely obtained only from several GPS campaigns. It is pointed out that the vertical crustal movement of tide gauge station should be monitored by using long-term continuous GPS observations. 展开更多
关键词 tide gauge station mean sea level gps vertical crustal movement
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Data synchronization in IMU/GPS integrated measurement system of vehicle motion parameters 被引量:5
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作者 刘广孚 张为公 +1 位作者 李旭 郭亮 《Journal of Southeast University(English Edition)》 EI CAS 2006年第2期200-203,共4页
To realize the data synchronization between the inertial measurement unit (IMU) and the global positioning system (GPS), the synchronization technology in the IMU/GPS integrated measurement system of vehicle motio... To realize the data synchronization between the inertial measurement unit (IMU) and the global positioning system (GPS), the synchronization technology in the IMU/GPS integrated measurement system of vehicle motion parameters is studied. According to the characteristics of the output signals of the IMU and the GPS, without the IMU synchronization signal, the synchronization circuit based on CPLD is designed and developed, which need not alter the configurations of the IMU and GPS. Experiments of measuring vehicle motion parameters, which rely on the synchronization circuit to realize IMU/GPS data synchronization, are made. The driving routes in experiments comprise a curve and a straight line. Experimental results show that the designed circuit can accurately measure the synchronization time difference and the IMU period, and can effectively solve the data synchronization in IMU/GPS integration. Furthermore, the IMU/GPS integrated measurement system based on the synchronization circuit can measure and calculate many vehicle motion parameters in high frequency mode. 展开更多
关键词 vehicle movement performance test IMU/gps data synchronization
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GPS probe map matching algorithm based on spatial data model 被引量:1
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作者 王卫 过秀成 侯佳 《Journal of Southeast University(English Edition)》 EI CAS 2010年第3期461-465,共5页
To improve the performance of the traditional map matching algorithms in freeway traffic state monitoring systems using the low logging frequency GPS (global positioning system) probe data, a map matching algorithm ... To improve the performance of the traditional map matching algorithms in freeway traffic state monitoring systems using the low logging frequency GPS (global positioning system) probe data, a map matching algorithm based on the Oracle spatial data model is proposed. The algorithm uses the Oracle road network data model to analyze the spatial relationships between massive GPS positioning points and freeway networks, builds an N-shortest path algorithm to find reasonable candidate routes between GPS positioning points efficiently, and uses the fuzzy logic inference system to determine the final matched traveling route. According to the implementation with field data from Los Angeles, the computation speed of the algorithm is about 135 GPS positioning points per second and the accuracy is 98.9%. The results demonstrate the effectiveness and accuracy of the proposed algorithm for mapping massive GPS positioning data onto freeway networks with complex geometric characteristics. 展开更多
关键词 gps probe map matching A-star algorithm fuzzy logic Oracle spatial data model
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一种车辆GPS轨迹数据的改进地图匹配算法 被引量:1
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作者 文江辉 霍佳琪 杨玲 《武汉理工大学学报(交通科学与工程版)》 2024年第1期1-6,12,共7页
文中提出一种车辆GPS轨迹数据的改进地图匹配算法.以车辆GPS轨迹数据进行隐马尔可夫模型动态地图匹配后的缓冲区内候选路径为初始群体,以遗传算法中的改进的适应度函数为基准进行半交叉迭代,选择车辆轨迹更优的匹配路径;设计了改进地图... 文中提出一种车辆GPS轨迹数据的改进地图匹配算法.以车辆GPS轨迹数据进行隐马尔可夫模型动态地图匹配后的缓冲区内候选路径为初始群体,以遗传算法中的改进的适应度函数为基准进行半交叉迭代,选择车辆轨迹更优的匹配路径;设计了改进地图匹配方法的算法流程;利用微软亚洲团队的GeoLift轨迹数据集验证了改进方法的有效性. 展开更多
关键词 gps轨迹数据 隐马尔可夫地图匹配算法 改进地图匹配算法 改进遗传算法
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