Problems in Analyzing Time Series with Gaps and Their Solution with the WinABD Software Package
А. В. Дещеревский, Vladimir I. Zhuravlev, A. N. Nikolsky, A. Ya. Sidorin · Izvestiya Atmospheric and Oceanic Physics · 2017
Technologies for the analysis of time series with gaps are considered. Some algorithms of signal extraction (purification) and evaluation of its characteristics, such as rhythmic components, are discussed for series with gaps. Examples are given for the analysis of data obtained during long-term observations at the Garm geophysical test site and in other regions. The technical solutions used in the WinABD software are considered to most efficiently arrange the operation of relevant algorithms in the presence of observational defects.