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:
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)
| # Install 'csa' in R: |
| install.packages('csa', repos = c('https://imarkonis.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/imarkonis/csa/issues
Last updated 5 years agofrom:91a5e2d8e1. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 31 2024 |
| R-4.5-win | OK | Oct 31 2024 |
| R-4.5-linux | OK | Oct 31 2024 |
| R-4.4-win | OK | Oct 31 2024 |
| R-4.4-mac | OK | Oct 31 2024 |
| R-4.3-win | OK | Oct 31 2024 |
| R-4.3-mac | OK | Oct 31 2024 |
Exports:csacsa.multiplotcsa.plotcsasdt.to.brick
Dependencies:abindbackportsbootbroomcarcarDataclicodetoolscolorspacecorrplotcowplotcpp11data.tableDerivdoBydoParalleldplyrfansifarverforeachFormulagenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtableisobanditeratorslabelinglatticelifecyclelme4LmomentsmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmomentsmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigplyrpolynompurrrquantregR6rasterRColorBrewerRcppRcppArmadilloRcppEigenreshape2rlangrstatixscalesspSparseMstringistringrsurvivalterratibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Simulation data (CNRM) | cnrm_nl |
| Estimate and print the temporal CSA plot | csa |
| Multiple CSA plotting | csa.multiplot |
| CSA curve plotting | csa.plot |
| Estimate and print the spatial CSA plot | csas |
| Transform data.table to brick | dt.to.brick |
| GPM-IMERG precipitation events over 10 mm/day | gpm_events |
| Satellite data (GPM-IMERG) | gpm_nl |
| Station data (KNMI) | knmi_nl |
| Reanalysis data (NCEP/NCAR) | ncep_nl |
| Radar data (KNMI) | rdr_nl |
