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: 2026-07-03 06:25:47 UTC; isaacosei
Author: Isaac Osei [aut, cre],
  Acheampong Baafi-Adomako [aut],
  Jayanti Maji [aut]
Repository: CRAN
Date/Publication: 2026-07-10 20:10:26 UTC
Built: R 4.6.1; ; 2026-07-10 23:54:28 UTC; windows
