Package: TSS.RESTREND 0.3.1
TSS.RESTREND: Time Series Segmentation of Residual Trends
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). <doi:10.1016/j.rse.2017.05.018>. 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. Version 0.3.0 introduces additional attribution for eCO2, climate change and climate variability the details of which are in press in Burrell et al., (2020). The version under active development and additional example scripts showing how the package can be applied can be found at <https://github.com/ArdenB/TSSRESTREND>.
Authors:
TSS.RESTREND_0.3.1.tar.gz
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TSS.RESTREND.pdf |TSS.RESTREND.html✨
TSS.RESTREND/json (API)
# Install 'TSS.RESTREND' in R: |
install.packages('TSS.RESTREND', repos = c('https://ardenb.r-universe.dev', 'https://cloud.r-project.org')) |
- rabbitACPtable - Rabbit Impacted Vegetation Precipitation Accumulation Table
- segRESTREND - Data frame containing the annual data for a segRESTREND analysis
- segRESTRENDCTSR - Data frame containing the Complete Times Series data for a segmented RESTREND analysis
- segRESTRENDctRF - Data frame containing the raw rainfall data set for the segRESTREND data, ending dec 2013 with a frquency of 12
- segRESTRENDrfTab - Precipitation Accumulation Table for the segRESTREND demonstration pixel
- segVPR - Data frame containing the annual data for a segVPR analysis
- segVPRCTSR - Data frame containing the Complete Times Series data for a segmented VPR (VEGETATION PRECIPTATION RELATIONSHIP) analysis
- segVPRctRF - Data frame containing the raw rainfall data set for the segVPR data, ending dec 2013 with a frquency of 12
- segVPRrfTab - Precipitation Accumulation Table for the segVPR demonstration pixel
- stdRESTREND - Data frame containing the annual data for a standard Restrend analysis
- stdRESTRENDCTSR - Data frame containing the Complete Times Series data for a standard Restrend analysis
- stdRESTRENDctRF - Data frame containing the raw rainfall data set ending dec 2013 with a frquency of 12
- stdRESTRENDrfTab - Precipitation Accumulation Table for the standard RESTREND demonstration pixel
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 years agofrom:11b69c9875. Checks:OK: 3 NOTE: 4. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 02 2024 |
R-4.5-win | OK | Nov 02 2024 |
R-4.5-linux | OK | Nov 02 2024 |
R-4.4-win | NOTE | Nov 02 2024 |
R-4.4-mac | NOTE | Nov 02 2024 |
R-4.3-win | NOTE | Nov 02 2024 |
R-4.3-mac | NOTE | Nov 02 2024 |
Exports:ACP.calculatorAnMaxVIAnnualClim.CalCHOWclimate.accumulatorfranksCO2RESTRENDseg.RESTRENDseg.VPRTSSRattributionTSSRESTRENDVPR.BFAST
Dependencies:backportsbfastbroomclicolorspacecpp11curldplyrfansifarverforecastfracdiffgenericsggplot2gluegtableisobandjsonlitelabelinglatticelifecyclelmtestmagrittrMASSMatrixmblmmgcvmunsellnlmennetpillarpkgconfigpurrrquadprogquantmodR6rbibutilsRColorBrewerRcppRcppArmadilloRcppRollRdpackrlangsandwichscalesstringistringrstrucchangestrucchangeRcpptibbletidyrtidyselecttimeDatetseriesTTRurcautf8vctrsviridisLitewithrxtszoo