DeductiveR

Deductive Rational Method for fill in missing data of flow or precipitation monthly time series.

Requirements

Dependencies: dplyr, tidyr, ggplot2, moments, ggpubr, lmomco

Installation

You can install the currently-released version of DeductiveR from CRAN with this R command:

install.packages("DeductiveR")

Alternatively, you can install the development version from GitHub with:

# install.packages("remotes")
remotes::install_github("Alobondo/DeductiveR")
library(DeductiveR)

Usage

Functions	Description
`DR()`	Apply the Deductive Rational Method to a monthly series of flow or precipitation data to fill in missing data.
`DR_plot()`	Plot the result from the application of the Deductive Rational Method.
`DR_boxplot()`	BoxPlot from the result from the application of the Deductive Rational Method.
`DR_stats()`	Statistics for the result from the application of the Deductive Rational Method.
`DR_SVC()`	Seasonal Variation Curves considering results from the application of the Deductive Rational Method.
`DeductiveR::data`	Load the example data.

DR() works with a dataframe with columns: date - year - month - day - station number (type date the first column and numeric the rest). This follows the same format as CAMELS-CL (https://camels.cr2.cl/) monthly flow file.

Reporting bugs

If you find an error in some function, want to report a typo in the documentation or submit a recommendation, you can do it here

Keywords

Hydrology, R package, Time Series