A MATLAB toolbox for computation of velocity and strain rate field from GNSS coordinate time series

被引:2
|
作者
Teza, Giordano [1 ]
Pesci, Arianna [2 ]
Meschis, Marco [3 ]
机构
[1] Univ Bologna, Dept Phys & Astron, Alma Mater Studiorum, Viale Berti Pichat 6-2, I-40127 Bologna, Italy
[2] Ist Nazl Geofis & Vulcanol, Sez Bologna, Via Donato Creti 12, I-40128 Bologna, Italy
[3] Ist Nazl Geofis & Vulcanol, Sez Palermo, Via Ugo La Malfa 153, I-90146 Palermo, Italy
关键词
GNSS; Velocity; Crustal Kinematics; Crustal Deformations; Strain Rate Field; ERROR ANALYSIS; GPS; PATTERN; NOISE;
D O I
10.4401/ag-8933
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
We propose a MATLAB toolbox for the computation of the strain rate field from the coordinate time series of some continuous GNSS stations. It consists of several functions, also compatible with GNU Octave, implementing the following steps: (i) time series download from a data repository (e.g., the Nevada Geodetic Laboratory database); (ii) calculation of velocities of the selected stations by means of the Maximum Likelihood Estimation (MLE) method implemented in the external package Hector, including modeling of offsets, outliers, noise and periodic components; (iii) (optional) filtering of Common Mode Errors; (iv) calculation of the strain rate field with the modified least squares method, in which a scale factor can be introduced to define the locality of the deformation analysis and, besides uncertainty estimation, a geometric evaluation of the significance of the results is provided; (v) visualization of the results for immediate use and easy interpretation for scientific purposes. The toolbox is divided into two components: the first one, named StaVel, performs the steps (i)-(iii) and the second component, GridStrain, performs the steps (iv) and (v). The potential of the toolbox is demonstrated on a real dataset. Time series from several continuous GNSS stations in South-Eastern Sicily (Southern Italy) are processed by means of StaVel and GridStrain in order to provide the strain rate field.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] Strain rate field on the Nigeria lithosphere derived from GNSS velocity
    Swafiyudeen Bawa
    Lazarus Mustapha Ojigi
    Joseph Danasabe Dodo
    Kola Muideen Lawal
    Applied Geomatics, 2021, 13 : 179 - 193
  • [2] Strain rate field on the Nigeria lithosphere derived from GNSS velocity
    Bawa, Swafiyudeen
    Ojigi, Lazarus Mustapha
    Dodo, Joseph Danasabe
    Lawal, Kola Muideen
    APPLIED GEOMATICS, 2021, 13 (02) : 179 - 193
  • [3] gCMEbox: A MATLAB toolbox for extracting and analyzing common-mode errors from GNSS time series
    Zhang, Shuangcheng
    Li, Jun
    Zhao, Lijiang
    Zeng, Anmin
    Ming, Feng
    Liu, Ning
    Chen, Xiongchuan
    Feng, Zhijie
    Wang, Hengli
    ADVANCES IN SPACE RESEARCH, 2025, 75 (01) : 497 - 514
  • [4] Assessment of noise magnitude and velocity uncertainty in continuous GNSS coordinate time series
    Mohammed, Ahmed
    ADVANCES IN GEODESY AND GEOINFORMATION, 2024, 73 (01)
  • [5] Time Series Modeling with MATLAB: The SSpace Toolbox
    Pedregal, Diego J.
    Villegas, Marco A.
    Villegas, Diego A.
    Trapero, Juan R.
    THEORY AND APPLICATIONS OF TIME SERIES ANALYSIS, 2019, : 71 - 84
  • [6] Detection and analysis of velocity and amplitude changes in GNSS coordinate series
    Li, Weiwei
    Shen, Yunzhong
    Tongji Daxue Xuebao/Journal of Tongji University, 2014, 42 (04): : 604 - 610
  • [7] Accuracy of GPS fiducial station coordinate and velocity field and their time series
    Bei, Jinzhong
    Li, Yulin
    Zhang, Peng
    Jiang, Zhihao
    Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University, 2004, 29 (09):
  • [8] Prospect and Theory of GNSS Coordinate Time Series Analysis
    Jiang W.
    Wang K.
    Li Z.
    Zhou X.
    Ma Y.
    Ma J.
    2018, Editorial Board of Medical Journal of Wuhan University (43): : 2112 - 2123
  • [9] A MATLAB-based Kriged Kalman Filter software for interpolating missing data in GNSS coordinate time series
    Liu, Ning
    Dai, Wujiao
    Santerre, Rock
    Kuang, Cuilin
    GPS SOLUTIONS, 2018, 22 (01)
  • [10] A MATLAB-based Kriged Kalman Filter software for interpolating missing data in GNSS coordinate time series
    Ning Liu
    Wujiao Dai
    Rock Santerre
    Cuilin Kuang
    GPS Solutions, 2018, 22