A Python program for calculating the 95 percent CI for GNSS derived site velocities
Project description
GNSS_Vel_95%CI
A Python program for calculating the 95%CI for GNSS-derived site velocities, by B. Cornelison and G. Wang.
GNSS_Vel_95CI.py is a Python module for the calculation of the site velocity (b) and its 95%CI for GNSS-derived daily displacement time series. The detailed methods are adressed in:
Wang, G. (2022). The 95% Confidence Interval for GNSS-Derived Site Velocities, J. Surv. Eng. 2022, 148(1): 04021030. http://doi.org/10.1061/(ASCE)SU.1943-5428.0000390
Cornelison and Wang (2023). GNSS_Vel_95CI.py: A Python Module for Calculating the Uncertainty of GNSS-Derived Site Velocity, J. Surv. Eng. 2022, 149(1): 06022001. http://doi.org/10.1061/(ASCE)SU.1943-5428.0000410
The source codes are avaliable at pip and GitHub:
https://pypi.org/project/GNSS-Vel-95CI
https://github.com/bob-Github-2020/GNSS_Vel_95CI
You may install the module on your computer by "pip install GNSS_Vel_95CI" or download the source code (GNSS_Vel_95CI.py) from GitHub and put it into your working directory.
Main_cal_95CI.py illustrates the method of implementing "GNSS_Vel_95CI.py" into your own Python program.
You may need to install "pandas", "matplotlib", "statsmodels" on yur computer if you have not used them before.
How--- "pip install pandas", "pip install matplotlib", "pip install statsmodels".
How to run the module on your computer?
Download following files into a folder:
Main_cal_95CI.py
GNSS_Vel_95%CI.py (You donot need this one if you already installed the moduler on your computer by pip)
MRHK_GOM20_neu_cm.col (sample file)
.....
Change your work directory to the folder:
For Linux system users:
Type "./Main_cal_95CI.py" in your terminal
For Windows system users:
Type " python Main_cal_95CI.py" in your CMD window
Good Luck!
For comments, please contact:
Two figures output from the module
Detailed Method
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