Simulating Climate Data for Research and Modelling

Generate synthetic station-based monthly climate time-series including temperature and rainfall, export to Network Common Data Form (NetCDF), and provide visualization helpers for climate workflows. The approach is inspired by statistical weather generator concepts described in Wilks (1999) and Richardson (1981) .

title: "README" output: html_document

CDSim

Simulate station-based monthly climate data (Tmin/Tmax/rainfall), export station NetCDF, and provide plotting helpers.

Quick start

# install devtools then load package folder locally
# devtools::load_all("path/to/CDSim")

library(CDSim)
stations <- create_stations(n = 11, seed = 42)
sim <- simulate_climate_series(stations, 1981, 1985, seed = 101)
plot_station_timeseries(sim, "Station_1", "Avg.Tx")
write_station_netcdf(sim, "sim_example.nc")