Technologies for analyzing geophysical time Series: Part 1. Software requirements

Time series of geophysical monitoring data are very specific. They can contain complicated irregular variations and nonstationary effects of various kinds. Time-varying noise, numerous gaps in the data, trends, technical drawbacks, and other hardly predictable features are often present in these tim...

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Bibliographic Details
Published in:Seismic instruments 2017-01, Vol.53 (1), p.46-59
Main Authors: Desherevskii, A. V., Zhuravlev, V. I., Nikolsky, A. N., Sidorin, A. Ya
Format: Article
Language:English
Subjects:
Computer programs
Data analysis
Demand analysis
Earth and Environmental Science
Earth Sciences
Geophysical methods
Geophysics
Geophysics/Geodesy
Monitoring
Monitoring systems
Noise monitoring
Noise prediction
Software
Software packages
Tasks
Time series
Trends
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Summary:Time series of geophysical monitoring data are very specific. They can contain complicated irregular variations and nonstationary effects of various kinds. Time-varying noise, numerous gaps in the data, trends, technical drawbacks, and other hardly predictable features are often present in these time series. These peculiarities demand special methods and procedures for acquisition and analysis of the data. The first part of the paper discusses the peculiarities of the software for such time series, and a brief review of the methods for solving the task is given. In the second part of the paper, the universal software package WinABD developed by the authors for multivariable analysis of geophysical time series will be described. The technologies realized in the software package and intended for analysis of similar signals will be considered.
ISSN:0747-9239
1934-7871
DOI:10.3103/S0747923917010030