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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

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.