Package: LPDynR 1.0.5

Xavier Rotllan-Puig

LPDynR: Land Productivity Dynamics Indicator

It uses 'phenological' and productivity-related variables derived from time series of vegetation indexes, such as the Normalized Difference Vegetation Index, to assess ecosystem dynamics and change, which eventually might drive to land degradation. The final result of the Land Productivity Dynamics indicator is a categorical map with 5 classes of land productivity dynamics, ranging from declining to increasing productivity. See www.sciencedirect.com/science/article/pii/S1470160X21010517/ for a description of the methods used in the package to calculate the indicator.

Authors:Xavier Rotllan-Puig [aut, cre], Eva Ivits [aut], Michael Cherlet [aut]

LPDynR_1.0.5.tar.gz
LPDynR_1.0.5.zip(r-4.5)LPDynR_1.0.5.zip(r-4.4)LPDynR_1.0.5.zip(r-4.3)
LPDynR_1.0.5.tgz(r-4.5-any)LPDynR_1.0.5.tgz(r-4.4-any)LPDynR_1.0.5.tgz(r-4.3-any)
LPDynR_1.0.5.tar.gz(r-4.5-noble)LPDynR_1.0.5.tar.gz(r-4.4-noble)
LPDynR_1.0.5.tgz(r-4.4-emscripten)LPDynR_1.0.5.tgz(r-4.3-emscripten)
LPDynR.pdf |LPDynR.html
LPDynR/json (API)

# Install 'LPDynR' in R:
install.packages('LPDynR', repos = c('https://xavi-rp.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/xavi-rp/lpdynr/issues

Datasets:

On CRAN:

Conda:

copernicus-global-land-serviceearth-observationland-degradationland-productivityvegetation

4.90 score 8 stars 5 scripts 262 downloads 10 exports 60 dependencies

Last updated 7 months agofrom:e98e4e987d. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 12 2025
R-4.5-winOKMar 12 2025
R-4.5-macOKMar 12 2025
R-4.5-linuxOKMar 12 2025
R-4.4-winOKMar 12 2025
R-4.4-macOKMar 12 2025
R-4.4-linuxOKMar 12 2025
R-4.3-winOKMar 12 2025
R-4.3-macOKMar 12 2025

Exports:baseline_levclust_optimEFT_clustLNScalingLongTermChangeLPD_CombAssessPCAs4clustrm_multicolstate_changesteadiness

Dependencies:ade4askpassclassclassIntclicolorspacecurldata.tableDBIdplyre1071fansifarvergenericsggplot2gluegridExtragtablehttrisobandjsonliteKernSmoothlabelinglatticelifecyclemagrittrMASSMatrixmgcvmimemunsellnlmeopensslpillarpixmappkgconfigproxyR6rasterRColorBrewerRcppRcppArmadillorlangrnaturalearths2scalessfspsysterratibbletidyselectunitsutf8vctrsviridisviridisLitevirtualspecieswithrwk

Land Productivity Dynamics: a simple example with LPDynR

Rendered fromLPD_simple_example.Rmdusingknitr::rmarkdownon Mar 12 2025.

Last update: 2023-10-15
Started: 2020-09-24

Land Productivity Dynamics: an example to calculate partial LPD indicators with LPDynR

Rendered fromLPD_PartialTimeSeries_example.Rmdusingknitr::rmarkdownon Mar 12 2025.

Last update: 2023-10-15
Started: 2020-09-24

Readme and manuals

Help Manual

Help pageTopics
baseline_levbaseline_lev
clust_optimclust_optim
EFT_clustEFT_clust
LNScalingLNScaling
LongTermChangeLongTermChange
LPD_CombAssessLPD_CombAssess
PCAs4clustPCAs4clust
rm_multicolrm_multicol
Standing Biomasssb_cat
Season Beginning Daysbd_cat
Season Lengthsl_cat
state_changestate_change
steadinesssteadiness