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ShapeSelectForest
View on CRAN: Click
here
Download and install ShapeSelectForest package within the R console
Install from CRAN:
install.packages("ShapeSelectForest")
Install from Github:
library("remotes")
install_github("cran/ShapeSelectForest")
Install by package version:
library("remotes")
install_version("ShapeSelectForest", "1.7")
Attach the package and use:
library("ShapeSelectForest")
Maintained by
Xiyue Liao
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-06-01
Latest Update: 2023-08-19
Description:
Landsat satellites collect important data about global forest conditions. Documentation about Landsat's role in forest disturbance estimation is available at the site . By constrained quadratic B-splines, this package delivers an optimal shape-restricted trajectory to a time series of Landsat imagery for the purpose of modeling annual forest disturbance dynamics to behave in an ecologically sensible manner assuming one of seven possible "shapes", namely, flat, decreasing, one-jump (decreasing, jump up, decreasing), inverted vee (increasing then decreasing), vee (decreasing then increasing), linear increasing, and double-jump (decreasing, jump up, decreasing, jump up, decreasing). The main routine selects the best shape according to the minimum Bayes information criterion (BIC) or the cone information criterion (CIC), which is defined as the log of the estimated predictive squared error. The package also provides parameters summarizing the temporal pattern including year(s) of inflection, magnitude of change, pre- and post-inflection rates of growth or recovery. In addition, it contains routines for converting a flat map of disturbance agents to time-series disturbance maps and a graphical routine displaying the fitted trajectory of Landsat imagery.
How to cite:
Xiyue Liao (2015). ShapeSelectForest: Shape Selection for Landsat Time Series of Forest Dynamics. R package version 1.7, https://cran.r-project.org/web/packages/ShapeSelectForest
Previous versions and publish date:
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Some associated functions: ShapeSelectForest-package . edf0s . f2a.map.jpeg . f2a.raster . f2p.raster . flat2annual . flat2parameter . getedf0 . plotshape . shape . shapeparams . ymat .
Some associated R codes: shape.R . Full ShapeSelectForest package functions and examples
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