CSTools
Assessing Skill of Climate Forecasts on Seasonal-to-Decadal Timescales
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>'.
- Version5.2.0
- R version≥ 3.5.0
- LicenseGPL-3
- Needs compilation?Yes
- Last release01/25/2024
Documentation
- VignetteAnalogs
- VignetteAchiving Best Estimate Index
- VignetteData Storage and Retrieval
- VignetteEnsemble Clustering
- VignetteMost Likely Terciles
- VignetteMulti-model Skill Assessment
- VignetteMultivariate RMSE
- VignettePlot Forecast PDFs
- VignetteRainFARM
- VignetteWeather Regime Analysis
- MaterialREADME
- MaterialNEWS
Team
Victoria Agudetse
An-Chi Ho
Show author detailsRolesContributorJost von Hardenberg
Show author detailsRolesAuthorEva Rifà
Show author detailsRolesContributorNuria Perez-Zanon
BSC-CNS
Show author detailsRolesCopyright holderLouis-Philippe Caron
Carmen Alvarez-Castro
Lauriane Batte
Show author detailsRolesAuthorCarlos Delgado
Show author detailsRolesAuthorLlorenç LLedo
Show author detailsRolesAuthorNicolau Manubens
Show author detailsRolesAuthorLluís Palma
Show author detailsRolesAuthorEroteida Sanchez-Garcia
Show author detailsRolesAuthorBert van Schaeybroeck
Show author detailsRolesAuthorVeronica Torralba
Show author detailsRolesAuthorDeborah Verfaillie
Show author detailsRolesAuthorFilippo Cali Quaglia
Show author detailsRolesContributorMaria M. Chaves-Montero
Show author detailsRolesContributorChihchung Chou
Show author detailsRolesContributorNicola Cortesi
Show author detailsRolesContributorSusanna Corti
Show author detailsRolesContributorPaolo Davini
Show author detailsRolesContributorGildas Dayon
Show author detailsRolesContributorMarta Dominguez
Show author detailsRolesContributorFederico Fabiano
Show author detailsRolesContributorIgnazio Giuntoli
Show author detailsRolesContributorRaul Marcos
Show author detailsRolesContributorPaola Marson
Show author detailsRolesContributorNiti Mishra
Show author detailsRolesContributorJesus Peña
Show author detailsRolesContributorFrancesc Roura-Adserias
Show author detailsRolesContributorSilvia Terzago
Show author detailsRolesContributorDanila Volpi
Show author detailsRolesContributor
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Dependencies
- Depends3 packages
- Imports16 packages
- Suggests5 packages
- Reverse Imports1 package