markov_chain: first order markov chain

Description Usage Arguments Value Examples

View source: R/WGEN_ppt.R

Description

Markov chain used simulate wet and dry days

Usage

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markov_chain(params, start_date = "1980-01-01", end_date = "2010-12-31")

Arguments

params

dataframe of parameters from monthly_ppt_params() function or from adjust_params() function

start_date

start date of simulation

end_date

end date of simulation

Value

dataframe, with date, year, month, day and is_wet columns. This final column is logical of whether precip occured that day

Examples

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params <- monthly_ppt_params(wx_data)
df <- markov_chain(params)
df
sum(df$is_wet)/nrow(df) # percent of days that are wet
sum(wx_data$PPT_cm > 0)/nrow(wx_data) # comparison to original data

MartinHoldrege/precipr documentation built on Nov. 4, 2021, 11:10 a.m.