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

mirror server hosted at Truenetwork, Russian Federation.