Package: QUALYPSO 2.3

QUALYPSO: Partitioning Uncertainty Components of an Incomplete Ensemble of Climate Projections

These functions use data augmentation and Bayesian techniques for the assessment of single-member and incomplete ensembles of climate projections. It provides unbiased estimates of climate change responses of all simulation chains and of all uncertainty variables. It additionally propagates uncertainty due to missing information in the estimates. - Evin, G., B. Hingray, J. Blanchet, N. Eckert, S. Morin, and D. Verfaillie. (2019) <doi:10.1175/JCLI-D-18-0606.1>.

Authors:Guillaume Evin [aut, cre]

QUALYPSO_2.3.tar.gz
QUALYPSO_2.3.zip(r-4.5)QUALYPSO_2.3.zip(r-4.4)QUALYPSO_2.3.zip(r-4.3)
QUALYPSO_2.3.tgz(r-4.5-any)QUALYPSO_2.3.tgz(r-4.4-any)QUALYPSO_2.3.tgz(r-4.3-any)
QUALYPSO_2.3.tar.gz(r-4.5-noble)QUALYPSO_2.3.tar.gz(r-4.4-noble)
QUALYPSO_2.3.tgz(r-4.4-emscripten)QUALYPSO_2.3.tgz(r-4.3-emscripten)
QUALYPSO.pdf |QUALYPSO.html✨
QUALYPSO/json (API)

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

Bug tracker:https://github.com/guillaumeevin/qualypso/issues

Datasets:
  • X_globaltas - Annual warming levels simulated by different CMIP5 GCMs
  • X_time_mat - Years 1971-2099 repeated for the 20 scenarios
  • X_time_vec - X_time_vec gives the years corr. to Y, i.e. from 1971 to 2099
  • Xfut_globaltas - Vector of of future warming levels
  • Xfut_time - Xfut_time is a vector of 11 years equally spaced from 1999 to 2099
  • Y - Mean winter temperature over CEU with 20 GCM/RCM combinations for 1971-2099
  • scenAvail - List of GCM and RCM which have been used for the 20 climate projections

On CRAN:

Conda-Forge:

3.41 score 2 stars 26 scripts 328 downloads 12 exports 10 dependencies

Last updated 1 years agofrom:011c3a77c8. Checks:1 OK, 7 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 17 2025
R-4.5-winWARNINGFeb 17 2025
R-4.5-macWARNINGFeb 17 2025
R-4.5-linuxWARNINGFeb 17 2025
R-4.4-winWARNINGFeb 17 2025
R-4.4-macWARNINGFeb 17 2025
R-4.3-winWARNINGFeb 17 2025
R-4.3-macWARNINGFeb 17 2025

Exports:fit.climate.responselm.ANOVAplotQUALYPSOclimateChangeResponseplotQUALYPSOclimateResponseplotQUALYPSOeffectplotQUALYPSOgrandmeanplotQUALYPSOMeanChangeAndUncertaintiesplotQUALYPSOMeanChangeAndUncertaintiesBetatestplotQUALYPSOTotalVarianceByScenarioplotQUALYPSOTotalVarianceDecompositionQUALYPSOQUALYPSO.ANOVA

Dependencies:expmlatticeMASSMatrixRcppRcppArmadilloRcppGSLRcppParallelRcppZigguratRfast