DBEST: Detecting Breakpoints and Estimating Segments in Trend

A program for analyzing vegetation time series, with two algorithms: 1) change detection algorithm that detects trend changes, determines their type (abrupt or non-abrupt), and estimates their timing, magnitude, number, and direction; 2) generalization algorithm that simplifies the temporal trend into main features. The user can set the number of major breakpoints or magnitude of greatest changes of interest for detection, and can control the generalization process by setting an additional parameter of generalization-percentage.

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Package details

AuthorSadegh Jamali, Hristo Tomov
MaintainerHristo Tomov <tomov.hristo@gmail.com>
Package repositoryView on CRAN
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DBEST documentation built on May 2, 2019, 8:53 a.m.