Package: csa 0.7.0

csa: A Cross-Scale Analysis Tool for Model-Observation Visualization and Integration

Integration of Earth system data from various sources is a challenging task. Except for their qualitative heterogeneity, different data records exist for describing similar Earth system process at different spatio-temporal scales. Data inter-comparison and validation are usually performed at a single spatial or temporal scale, which could hamper the identification of potential discrepancies in other scales. 'csa' package offers a simple, yet efficient, graphical method for synthesizing and comparing observed and modelled data across a range of spatio-temporal scales. Instead of focusing at specific scales, such as annual means or original grid resolution, we examine how their statistical properties change across spatio-temporal continuum.

Authors:Yannis Markonis [aut, cre], Christoforos Pappas [aut], Mijael Vargas [ctb], Simon Papalexiou [ctb], Martin Hanel [ctb]

csa_0.7.0.tar.gz
csa_0.7.0.zip(r-4.5)csa_0.7.0.zip(r-4.4)csa_0.7.0.zip(r-4.3)
csa_0.7.0.tgz(r-4.4-any)csa_0.7.0.tgz(r-4.3-any)
csa_0.7.0.tar.gz(r-4.5-noble)csa_0.7.0.tar.gz(r-4.4-noble)
csa_0.7.0.tgz(r-4.4-emscripten)csa_0.7.0.tgz(r-4.3-emscripten)
csa.pdf |csa.html✨
csa/json (API)

Peer review:

Bug tracker:https://github.com/imarkonis/csa/issues

On CRAN:

5 exports 1 stars 1.53 score 80 dependencies 3 mentions 3 scripts 254 downloads

Last updated 4 years agofrom:91a5e2d8e1. Checks:OK: 7. Indexed: yes.

Exports:csacsa.multiplotcsa.plotcsasdt.to.brick

Dependencies:abindbackportsbootbroomcarcarDataclicodetoolscolorspacecorrplotcowplotcpp11data.tableDerivdoBydoParalleldplyrfansifarverforeachgenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtableisobanditeratorslabelinglatticelifecyclelme4LmomentsmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmomentsmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigplyrpolynompurrrquantregR6rasterRColorBrewerRcppRcppArmadilloRcppEigenreshape2rlangrstatixscalesspSparseMstringistringrsurvivalterratibbletidyrtidyselectutf8vctrsviridisLitewithr