Package: CSDownscale
Title: Statistical Downscaling of Climate Predictions
Version: 0.0.3
Authors@R: c(
    person("BSC-CNS", role = c("aut", "cph")),
    person("Jaume", "Ramon", , "jaumeramong@gmail.com", role = "aut", comment = c(ORCID = "0000-0003-2818-5206")),
    person("Eren", "Duzenli", , "eren.duzenli@bsc.es", role = "aut", comment = c(ORCID = "0000-0002-7296-4496")),
    person("Llorenç", "Lledó", , "llorenc.lledo@ecmwf.int", role = "aut", comment = c(ORCID = "0000-0002-8628-6876")),
    person("Lluís", "Palma", , "lluis.palma@bsc.es", role = "ctb"),
    person("Sara", "Moreno-Montes", , "sara.moreno@bsc.es", role = "ctb"),
    person("Carlos", "Delgado", , "carlos.delgado@bsc.es", role = "ctb"),
    person("Nuria", "Perez-Zanon", , "nuria.perez@bsc.es", role = c("ctb"), comment = c(ORCID = "0000-0001-8568-3071")),
    person("Javier", "Corvillo Guerra", , "javier.corvillo@bsc.es", role = "ctb"),
    person("Raul", "Marcos", , "raul.marcos@bsc.es", role = "ctb"),
    person("Alba", "Llabrés-Brustenga", , "alba.llabres@bsc.es", role = "ctb"),
    person("Verónica", "Torralba", , "veronica.torralba@bsc.es", role = "ctb"),
    person("Theertha", "Kariyathan", , "theertha.kariyathan@bsc.es", role = c("ctb")),
    person("Victòria", "Agudetse", , "victoria.agudetse@bsc.es", role = c("cre")))
Description: Statistical downscaling and bias correction of climate
        predictions. It includes implementations of commonly used
        methods such as Analogs, Linear Regression, Logistic
        Regression, and Bias Correction techniques, as well as
        interpolation functions for regridding and point-based
        applications. It facilitates the production of high-resolution
        and local-scale climate information from coarse-scale
        predictions, which is essential for impact analyses. The
        package can be applied in a wide range of sectors and studies,
        including agriculture, water management, energy, heatwaves, and
        other climate-sensitive applications. The package was developed
        within the framework of the European Union Horizon Europe
        projects Impetus4Change (101081555) and ASPECT (101081460), the
        Wellcome Trust supported HARMONIZE project (224694/Z/21/Z), and
        the Spanish national project BOREAS (PID2022-140673OA-I00).
        Implements the methods described in 'Ramon et al. (2021)
        <doi:10.1088/1748-9326/abe491>', 'Duzenli et al. (2024)
        <doi:10.5194/egusphere-egu24-19420>', 'Moreno-Montes et al.
        (2026) <doi:10.1016/j.cliser.2026.100639>', 'Duzenli et al.
        (2026) <doi:10.1038/s41598-026-45067-2>', 'Duzenli et al.
        (2026) <doi:10.1088/1748-9326/ae5c22>'.
Depends: R (>= 3.6.0)
Imports: CSTools, abind, multiApply, nnet, plyr, s2dv, ClimProjDiags,
        proxy, easyVerification
License: GPL-3
URL: https://gitlab.earth.bsc.es/es/csdownscale
BugReports: https://gitlab.earth.bsc.es/es/csdownscale/-/issues
SystemRequirements: cdo
Encoding: UTF-8
RoxygenNote: 7.3.1
NeedsCompilation: no
Packaged: 2026-07-04 09:14:39 UTC; root
Author: BSC-CNS [aut, cph], Jaume Ramon [aut] (ORCID:
        <https://orcid.org/0000-0003-2818-5206>), Eren Duzenli [aut]
        (ORCID: <https://orcid.org/0000-0002-7296-4496>), Llorenç Lledó
        [aut] (ORCID: <https://orcid.org/0000-0002-8628-6876>), Lluís
        Palma [ctb], Sara Moreno-Montes [ctb], Carlos Delgado [ctb],
        Nuria Perez-Zanon [ctb] (ORCID:
        <https://orcid.org/0000-0001-8568-3071>), Javier Corvillo
        Guerra [ctb], Raul Marcos [ctb], Alba Llabrés-Brustenga [ctb],
        Verónica Torralba [ctb], Theertha Kariyathan [ctb], Victòria
        Agudetse [cre]
Maintainer: Victòria Agudetse <victoria.agudetse@bsc.es>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-06-04 13:10:02 UTC
RemoteUrl: https://github.com/cran/CSDownscale
RemoteRef: HEAD
RemoteSha: 2bce4316ffce433ec84aa4c976b78e08a22223db