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: 2026-06-04 09:29:34 UTC; vagudets
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: CRAN
Date/Publication: 2026-06-04 13:10:02 UTC
Built: R 4.5.2; ; 2026-06-04 15:06:24 UTC; unix
