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

全球导航卫星系统应用 计算机科学 工具箱 MATLAB语言 算法 系列(地层学) 计算 大地基准 领域(数学) 大地测量学 计算科学 全球定位系统 数学 地质学 电信 古生物学 纯数学 程序设计语言 操作系统
作者
Giordano Teza,A. Pesci,Marco Meschis
出处
期刊:Annals of Geophysics [Instituto Nazionale di Geofisica e Vulcanologia, INGV]
卷期号:66 被引量:5
标识
DOI:10.4401/ag-8933
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.

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