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Assessing Skill of Climate Forecasts on Seasonal-to-Decadal Timescales

Installation

About

Exploits dynamical seasonal forecasts in order to provide information relevant to stakeholders at the seasonal timescale. The package contains process-based methods for forecast calibration, bias correction, statistical and stochastic downscaling, optimal forecast combination and multivariate verification, as well as basic and advanced tools to obtain tailored products. This package was developed in the context of the 'ERA4CS' project 'MEDSCOPE' and the 'H2020 S2S4E' project and includes contributions from 'ArticXchange' project founded by 'EU-PolarNet 2'. 'Pérez-Zanón et al. (2022) doi:10.5194/gmd-15-6115-2022'. 'Doblas-Reyes et al. (2005) doi:10.1111/j.1600-0870.2005.00104.x'. 'Mishra et al. (2018) doi:10.1007/s00382-018-4404-z'. 'Sanchez-Garcia et al. (2019) doi:10.5194/asr-16-165-2019'. 'Straus et al. (2007) doi:10.1175/JCLI4070.1'. 'Terzago et al. (2018) doi:10.5194/nhess-18-2825-2018'. 'Torralba et al. (2017) doi:10.1175/JAMC-D-16-0204.1'. 'D'Onofrio et al. (2014) doi:10.1175/JHM-D-13-096.1'. 'Verfaillie et al. (2017) doi:10.5194/gmd-10-4257-2017'. 'Van Schaeybroeck et al. (2019) doi:10.1016/B978-0-12-812372-0.00010-8'. 'Yiou et al. (2013) doi:10.1007/s00382-012-1626-3'.

Citation CSTools citation info

Key Metrics

Version 5.2.0
R ≥ 3.5.0
Published 2024-01-25 81 days ago
Needs compilation? yes
License GPL-3
CRAN checks CSTools results

Downloads

Yesterday 7
Last 7 days 170 -36%
Last 30 days 878 -5%
Last 90 days 3.038 +20%
Last 365 days 10.332 +14%

Maintainer

Maintainer

Victoria Agudetse

victoria.agudetse@bsc.es

Authors

Nuria Perez-Zanon

aut

Louis-Philippe Caron

aut

Carmen Alvarez-Castro

aut

Lauriane Batte

aut

Carlos Delgado

aut

Jost von Hardenberg

aut

Llorenç LLedo

aut

Nicolau Manubens

aut

Lluís Palma

aut

Eroteida Sanchez-Garcia

aut

Bert van Schaeybroeck

aut

Veronica Torralba

aut

Deborah Verfaillie

aut

Eva Rifà

ctb

Filippo Cali Quaglia

ctb

Maria M. Chaves-Montero

ctb

Chihchung Chou

ctb

Nicola Cortesi

ctb

Susanna Corti

ctb

Paolo Davini

ctb

Gildas Dayon

ctb

Marta Dominguez

ctb

Federico Fabiano

ctb

Ignazio Giuntoli

ctb

Raul Marcos

ctb

Paola Marson

ctb

Niti Mishra

ctb

Jesus Peña

ctb

Francesc Roura-Adserias

ctb

Silvia Terzago

ctb

Danila Volpi

ctb

An-Chi Ho

ctb

Victoria Agudetse

cre

BSC-CNS

cph

Material

README
NEWS
Reference manual
Package source

Vignettes

Analogs
Achiving Best Estimate Index
Data Storage and Retrieval
Ensemble Clustering
Most Likely Terciles
Multi-model Skill Assessment
Multivariate RMSE
Plot Forecast PDFs
RainFARM
Weather Regime Analysis

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

CSTools archive

Depends

R ≥ 3.5.0
maps
qmap
easyVerification

Imports

s2dv
startR
rainfarmr
multiApply ≥ 2.1.1
ClimProjDiags
ncdf4
plyr
abind
data.table
reshape2
ggplot2
RColorBrewer
graphics
grDevices
stats
utils
verification
lubridate
scales
easyNCDF

Suggests

zeallot
testthat
knitr
markdown
rmarkdown

Reverse Imports

CSIndicators