Time Series Management and Analysis for Hydrological Modelling
Annual Function
Baseflow
Calendar heatmap
Climograph
Counting Missing Values
(sub)Daily/Monthly -> Annual
(sub)Daily -> Monthly
Daily -> Weekly
Days in Period
Days in Year
(sub)Daily/Monthly -> Seasonal Values
Customized Time Axis
Amount of dry/wet days in a time series
Days with Information
Extract from Zoo
Flow Duration Curve
Flow Duration Curve with uncertainty bounds.
Hours in Period
Visual Correlation Matrix
Hydrological time series plotting and extraction.
Internal hydroTSM objects
Management, analysis, and plot of hydrological time series, with focus...
Infills NA values
Inverse Standarization
Irregular Zoo -> Regular Zoo
Moving Average
Matrixplot
Months in Period
Monthly Function
Plot precipitation and streamflow time series in the same figure.
Remove First Character(s)
Seasonal Function
Sampling Frequency
Seasonality Index
Summary
Station Name -> Time Series
Standarization
Sub-daily -> Daily
Subdaily -> Weekly
Sub-hourly -> Hourly
Sub-hourly -> n-minutes
Date/DateTime character -> Seasonal character
Vector -> Zoo
Weekly Function
Years in Period
Zoo -> RHTest
S3 functions for management, analysis, interpolation and plotting of time series used in hydrology and related environmental sciences. In particular, this package is highly oriented to hydrological modelling tasks. The focus of this package has been put in providing a collection of tools useful for the daily work of hydrologists (although an effort was made to optimise each function as much as possible, functionality has had priority over speed). Bugs / comments / questions / collaboration of any kind are very welcomed, and in particular, datasets that can be included in this package for academic purposes.
Useful links