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Deductive Rational Method for fill in missing data of flow or precipitation monthly time series.
Dependencies: dplyr, tidyr, ggplot2, moments, ggpubr, lmomco
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)| 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.
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
Hydrology, R package, Time Series
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.