CRAN

TSS.RESTREND 0.2.13

Time Series Segmentation of Residual Trends

Released Jan 24, 2018 by Arden Burrell

This package is available for Renjin and there are no known compatibility issues.

Dependencies

RcppRoll 0.2.2 ggplot2 2.2.1 broom 0.4.3 bfast 1.5.7 strucchange 1.5-1

Time Series Segmented Residual Trends is a method for the automated detection of land degradation from remotely sensed vegetation and climate datasets. TSS-RESTREND incorporates aspects of two existing degradation detection methods: RESTREND which is used to control for climate variability, and BFAST which is used to look for structural changes in the ecosystem. The full details of the testing and justification of the TSS-RESTREND method (version 0.1.02) are published in Burrell et al., (2017). . The changes to the method introduced in version 0.2.03 focus on the inclusion of temperature as an additional climate variable. This allows for land degradation assessment in temperature limited drylands. A paper that details this work is currently under review. There are also a number of bug fixes and speed improvements. The version under active development and additional example scripts can be can be found at .

Installation

Maven

This package can be included as a dependency from a Java or Scala project by including the following your project's pom.xml file. Read more about embedding Renjin in JVM-based projects.

<dependencies>
  <dependency>
    <groupId>org.renjin.cran</groupId>
    <artifactId>TSS.RESTREND</artifactId>
    <version>0.2.13-b1</version>
  </dependency>
</dependencies>
<repositories>
  <repository>
    <id>bedatadriven</id>
    <name>bedatadriven public repo</name>
    <url>https://nexus.bedatadriven.com/content/groups/public/</url>
  </repository>
</repositories>

View build log

Renjin CLI

If you're using Renjin from the command line, you load this library by invoking:

library('org.renjin.cran:TSS.RESTREND')

Test Results

This package was last tested against Renjin 0.9.2592 on Jan 26, 2018.

Source

R

View GitHub Mirror

Release History