Package: CDSimX
Type: Package
Title: Simulating Climate Data for Research and Modelling
Version: 1.1.2
Date: 2026-06-25
Authors@R: 
    c(
    person("Isaac", "Osei", role = c("aut", "cre"), email = "ikemillar65@gmail.com"),
    person("Acheampong", "Baafi-Adomako", role = "aut", email = "acheampongbaafi1@gmail.com"),
    person("Jayanti", "Maji", role = "aut", email = "")
    )
Maintainer: Isaac Osei <ikemillar65@gmail.com>
Description: Advanced climate simulation, forecasting, visualization,
        export, and machine learning tools. Generates synthetic climate
        datasets for single or multiple weather stations using
        stochastic weather generation techniques. 'CDSimX' simulates
        daily climate variables including minimum and maximum
        temperature, rainfall, relative humidity, solar radiation, wind
        speed, wind direction, dew point temperature, and potential
        evapotranspiration. The package incorporates seasonal harmonic
        models, Markov chain rainfall occurrence processes,
        Gamma-distributed rainfall amounts, copula-based dependence
        structures, bias-correction procedures, and physical
        consistency constraints. 'CDSimX' supports climate data
        generation, environmental modeling, machine learning
        benchmarking, sensitivity analysis, and educational
        applications. Methods are based on established stochastic
        weather generation approaches described in Richardson (1981)
        <doi:10.1029/WR017i001p00182>, Wilks (1999)
        <doi:10.1016/S0168-1923(99)00037-4>, and Osei et al. (2026)
        <doi:10.5334/jors.666>.
License: MIT + file LICENSE
Encoding: UTF-8
Imports: copula, ggplot2, dplyr, tidyr, lubridate, randomForest, gbm,
        forecast, xgboost, nnet, ncdf4, rlang, readr, scales, stats
Suggests: knitr, rmarkdown, testthat (>= 3.0.0)
RoxygenNote: 7.3.3
Config/testthat/edition: 3
URL: https://ikemillar.github.io/CDSimX/
BugReports: https://github.com/ikemillar/CDSimX/issues
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2026-07-10 22:46:07 UTC; root
Author: Isaac Osei [aut, cre], Acheampong Baafi-Adomako [aut], Jayanti
        Maji [aut]
Repository: https://cran.r-universe.dev
Date/Publication: 2026-07-10 20:10:26 UTC
RemoteUrl: https://github.com/cran/CDSimX
RemoteRef: HEAD
RemoteSha: e87c79dad596d85a4406a0807c86614d05c4712d