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-4.4-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'))

Peer review:

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:

12 exports 2 stars 0.94 score 10 dependencies 3 scripts 336 downloads

Last updated 11 months agofrom:011c3a77c8. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 18 2024
R-4.5-winWARNINGSep 18 2024
R-4.5-linuxWARNINGSep 18 2024
R-4.4-winWARNINGSep 18 2024
R-4.4-macWARNINGSep 18 2024
R-4.3-winWARNINGSep 18 2024
R-4.3-macWARNINGSep 18 2024

Exports:fit.climate.responselm.ANOVAplotQUALYPSOclimateChangeResponseplotQUALYPSOclimateResponseplotQUALYPSOeffectplotQUALYPSOgrandmeanplotQUALYPSOMeanChangeAndUncertaintiesplotQUALYPSOMeanChangeAndUncertaintiesBetatestplotQUALYPSOTotalVarianceByScenarioplotQUALYPSOTotalVarianceDecompositionQUALYPSOQUALYPSO.ANOVA

Dependencies:expmlatticeMASSMatrixRcppRcppArmadilloRcppGSLRcppParallelRcppZigguratRfast