CDSimX

Climate Data Simulation and Forecasting Toolkit for R

CDSimX is an advanced R package for:

  • Climate data simulation
  • Weather variable generation
  • Machine learning forecasting
  • NetCDF export
  • Climate visualization
  • Seasonal analysis
  • Copula-based dependence modeling

Installation 

# install.packages("remotes")
remotes::install_github("ikemillar/CDSimX")

Example 

library(CDSimX)

stations <- create_stations(n = 3)

time_index <- generate_time_index(
  start_date = "2000-01-01",
  end_date = "2020-12-31"
)

climate <- simulate_climate(
  stations = stations,
  time_index = time_index
)

head(climate)

Features

  • Temperature simulation
  • Rainfall simulation
  • Relative humidity simulation
  • Wind speed simulation
  • Solar radiation simulation
  • Machine learning forecasting
  • NetCDF export support
  • Advanced climate visualization

Author

Isaac Osei