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A Python module for automatically detecting and removing steps in GNSS time series.

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GNSS Step Detection and Remove

Last updated on 1-18-2022, by Bob Wang

The Python module was used in the following publication:

Wang, G.; Greuter, A.; Petersen, C.M.; Turco, M.J. Houston GNSS Network for Subsidence and Faulting Monitoring: Data Analysis Methods and Products. J. Surv. Eng. 2022, 148, doi:10.1061/(asce)su.1943-5428.0000399. https://ascelibrary.org/doi/10.1061/%28ASCE%29SU.1943-5428.0000399

2022_HoustonNet_Data_Processing.pdf

Useage: Download the following files into your working directory

GNSS_step_detection_remove.py (Detect and remove "obvious" steps in the GNSS ENU time series)

do_loop_GNSS_step_detection_remove.sh (Loop the module 'GNSS_step_detection_remove.py' for a group of ENU time series files)

*.col (ENU time series, Year NS EW UD ...)

Run:

./do_loop_GNSS_step_detection_remove.sh

Output: *.col_StepFree, and several plots

For components, contact bob.g.wang@gmail.com

Samples of output plots (black: original ENU time series; blue: step-free time series)

MSFX_step_remove MSGB_step_remove MSLU_step_remove MSPK_step_remove

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