DBEST: Detecting Breakpoints and Estimating Segments in Trend
Version 1.6

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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AuthorSadegh Jamali, Hristo Tomov
Date of publication2017-05-04 08:16:52 UTC
MaintainerHristo Tomov <tomov.hristo@gmail.com>
LicenseGPL-2
Version1.6
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("DBEST")

Man pages

DBEST: Detecting Breakpoints and Estimating Segments in Trend...
NDVI.Site1: Site 1
NDVI.Site2: Site 2
plot.DBEST: Methods for objects of class "DBEST".
TREND.Site1: Site 1
TREND.Site2: Site 2

Functions

BIC_BP Source code
Compute_epsilon Source code
DBEST Man page Source code
DBEST_timeseries_BP Source code
DBEST_timeseries_Threshold Source code
DETREND_SJ Source code
NDVI.Site1 Man page
NDVI.Site2 Man page
Point_to_line Source code
Pvalue_ith_coeff Source code
TREND.Site1 Man page
TREND.Site2 Man page
Trend_local_change Source code
f_level_shift Source code
inv Source code
mldivide Source code
mrdivide Source code
pinv Source code
plot.DBEST Man page Source code
print.DBEST Source code

Files

NAMESPACE
data
data/TREND.Site2.rda
data/NDVI.Site2.rda
data/NDVI.Site1.rda
data/TREND.Site1.rda
R
R/DBEST.R
R/mldivide.R
R/Trend_local_change.R
R/f_level_shift.R
R/DETREND_SJ.R
R/inv.R
R/mrdivide.R
R/pinv.R
R/DBEST_timeseries_BP.R
R/BIC_BP.R
R/print.DBEST.R
R/Compute_epsilon.R
R/DBEST_timeseries_Threshold.R
R/DBEST-internal.R
R/Point_to_line.R
R/plot.DBEST.R
R/Pvalue_ith_coeff.R
MD5
DESCRIPTION
man
man/plot.DBEST.Rd
man/TREND.Site1.Rd
man/NDVI.Site2.Rd
man/TREND.Site2.Rd
man/DBEST.Rd
man/NDVI.Site1.Rd
DBEST documentation built on May 19, 2017, 6:03 p.m.