Simulate Integrated Climate Dataset — simulate

Generates a complete synthetic climate dataset by internally calling all climate simulation modules and merging their outputs into a single dataframe.

simulate_climate(stations, time_index, seed = NULL)

Arguments

stations: Output from create_stations().
time_index: Output from generate_time_index().
seed: Optional random seed for reproducibility.

Value

A merged dataframe containing all simulated climate variables.

Details

The function currently simulates:

temperature
rainfall
relative humidity
dew point
wind speed
wind direction
solar radiation
evapotranspiration

Examples

if (FALSE) { # \dontrun{

stations <- create_stations(
  n = 10
)

tindex <- generate_time_index(
  start_date = "2020-01-01",
  end_date   = "2020-12-31",
  frequency  = "monthly"
)

climate <- simulate_climate(
  stations,
  tindex
)

head(climate)

} # }