NOISE ANALYSIS FOR ENVIRONMENTAL LOADING EFFECT ON GPS POSITION TIME SERIES
作者:He, XX (He, Xiaoxing)[ 1,2 ] ; Montillet, JP (Montillet, Jean-Philippe)[ 3 ] ; Hua, XH (Hua, Xianghong)[ 1,4 ] ; Yu, KG (Yu, Kegen)[ 1,4 ] ;Jiang, WP (Jiang, Weiping)[ 5 ] ; Zhou, F (Zhou, Feng)[ 6,7 ]
ACTA GEODYNAMICA ET GEOMATERIALIA
卷: 14
期: 1
页: 131-142
DOI: 10.13168/AGG.2016.0034
出版年: 2017
摘要
This paper focusses on the impact of environment mass loading on GPS time-series of position changes and noise characteristic. We make use of position time series of 206 GPS station ranging from 2001 to 2013 globally distributed. Firstly, we investigate the spatio-temporal pattern of mass loadings based on QLM dataset. The results show that loading effect is significant for short time series, and the instantaneous impact cannot be ignored especially in high-precision geophysical studies. Meanwhile, the results indicate that loading effect behaves with regional difference in spatial scale, and this explains why there exist significant differences on the contribution of environmental loading on GPS time series in the scientific community. Secondly, among 90 % of the stations the weighted root mean square (WRMS) is reduced after applying the loading correction based on QLM model, improving the accuracy of GPS time series. Finally, we quantify the stochastic of GPS time series. The results show that the noise model of GPS time series can be described by a various combination of those models, mainly by FN+WN model and PL+WN model. From our statistics, we can conclude that the best noise models are either white and flicker or white and power-law. Environment loading has a significant impact on the stochastic noise properties of GPS time series, on 33 %, 15 %, and 39 % of the station's noise properties (noise types) have been changed after loading correction for NEU components, respectively. Environment loading is one of the factor that 'raw' GPS time series exhibited Gauss Markov noise properties. Furthermore, the impact of environmental loading on GPS site velocity cannot be ignored; this is particularly significant for the vertical component.
关键词
作者关键词:Environmental loading effect; Noise analysis; Maximum Likelihood Estimation
KeyWords Plus:PRINCIPAL COMPONENT ANALYSIS; FAST ERROR ANALYSIS; DEFORMATION; ACCURACY; SYSTEM; RELIABILITY;VELOCITIES; MODEL
作者信息
通讯作者地址: Hua, XH; Yu, KG (通讯作者)
Wuhan Univ, Sch Geodesy & Geomat, 129 Luoyu Rd, Wuhan 430079, Peoples R China. |
通讯作者地址: Hua, XH; Yu, KG (通讯作者)
Wuhan Univ, Collaborat Innovat Ctr Geospatial Technol, 129 Luoyu Rd, Wuhan 430079, Peoples R China. |
地址:
基金资助致谢
National Natural Science Foundation of China | 41674005 41574031 41374033 41464001 |
nation science foundation for distinguished young scholars of China | 41525014 |
Jiangxi Province Key Lab for Digital Land | DLLJ201605 |
出版商
ACAD SCI CZECH REPUBLIC INST ROCK STRUCTURE & MECHANICS, IRSM AS CR, V HOLESOVICKACH 41, PRAGUE 8, 182 09, CZECH REPUBLIC
类别 / 分类
研究方向:Geochemistry & Geophysics; Mining & Mineral Processing
Web of Science 类别:Geochemistry & Geophysics; Mining & Mineral Processing
文献信息
文献类型:Article
语种:English
入藏号: WOS:000395939700011
ISSN: 1214-9705
期刊信息
Impact Factor (影响因子): 0.561