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DeductiveR is an R package for fill in missing data of flow or precipitation monthly time series using the Deductive Rational Method, proposed by Campos (Campos, D. F., Procesos del ciclo hidrologico, Universidad Autonoma de San Luis Potosi, 1992, Mexico).
Dependencies: dplyr, reshape2, ggplot2, moments
You can install the development version of DeductiveR from GitHub with:
# install.packages("remotes")
remotes::install_github("Alobondo/DeductiveR")
library(DeductiveR)| 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_stats() |
Statistics for the result from the application of the Deductive Rational Method. |
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.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.