DBEST: Detecting Breakpoints and Estimating Segments in Trend

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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.

Author
Sadegh Jamali, Hristo Tomov
Date of publication
2016-11-15 19:36:21
Maintainer
Hristo Tomov <tomov.hristo@gmail.com>
License
GPL-2
Version
1.4

View on CRAN

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

Files in this package

DBEST
DBEST/NAMESPACE
DBEST/data
DBEST/data/TREND.Site2.rda
DBEST/data/NDVI.Site2.rda
DBEST/data/NDVI.Site1.rda
DBEST/data/TREND.Site1.rda
DBEST/R
DBEST/R/DBEST.R
DBEST/R/mldivide.R
DBEST/R/Trend_local_change.R
DBEST/R/f_level_shift.R
DBEST/R/DETREND_SJ.R
DBEST/R/inv.R
DBEST/R/mrdivide.R
DBEST/R/pinv.R
DBEST/R/DBEST_timeseries_BP.R
DBEST/R/BIC_BP.R
DBEST/R/print.DBEST.R
DBEST/R/Compute_epsilon.R
DBEST/R/DBEST_timeseries_Threshold.R
DBEST/R/DBEST-internal.R
DBEST/R/Point_to_line.R
DBEST/R/plot.DBEST.R
DBEST/R/Pvalue_ith_coeff.R
DBEST/MD5
DBEST/DESCRIPTION
DBEST/man
DBEST/man/plot.DBEST.Rd
DBEST/man/TREND.Site1.Rd
DBEST/man/NDVI.Site2.Rd
DBEST/man/TREND.Site2.Rd
DBEST/man/DBEST.Rd
DBEST/man/NDVI.Site1.Rd