MBC: Multivariate Bias Correction of Climate Model Outputs

Calibrate and apply multivariate bias correction algorithms for climate model simulations of multiple climate variables. Three methods described by Cannon (2016) <doi:10.1175/JCLI-D-15-0679.1> and Cannon (2018) <doi:10.1007/s00382-017-3580-6> are implemented — (i) MBC Pearson correlation (MBCp), (ii) MBC rank correlation (MBCr), and (iii) MBC N-dimensional PDF transform (MBCn) — as is the Rank Resampling for Distributions and Dependences (R2D2) method.

Version: 0.10-6
Depends: R (≥ 2.10), Matrix, energy, FNN
Published: 2023-05-02
DOI: 10.32614/CRAN.package.MBC
Author: Alex J. Cannon ORCID iD [aut, cre]
Maintainer: Alex J. Cannon <alex.cannon at canada.ca>
License: GPL-2
NeedsCompilation: no
Citation: MBC citation info
In views: Hydrology
CRAN checks: MBC results


Reference manual: MBC.pdf


Package source: MBC_0.10-6.tar.gz
Windows binaries: r-devel: MBC_0.10-6.zip, r-release: MBC_0.10-6.zip, r-oldrel: MBC_0.10-6.zip
macOS binaries: r-release (arm64): MBC_0.10-6.tgz, r-oldrel (arm64): MBC_0.10-6.tgz, r-release (x86_64): MBC_0.10-6.tgz, r-oldrel (x86_64): MBC_0.10-6.tgz
Old sources: MBC archive


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