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hydroTSM (version 0.7-0)

Time Series Management and Analysis for Hydrological Modelling

Description

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.

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Install

install.packages('hydroTSM')

Monthly Downloads

2,581

Version

0.7-0

License

GPL (>= 2)

Issues

Pull Requests

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Maintainer

Mauricio ZambranoBigiarini

Last Published

January 18th, 2024

Functions in hydroTSM (0.7-0)

daily2weekly

Daily -> Weekly
dwdays

Amount of dry/wet days in a time series
drawTimeAxis

Customized Time Axis
dm2seasonal

(sub)Daily/Monthly -> Seasonal Values
(sub)daily2monthly

(sub)Daily -> Monthly
dip

Days in Period
cmv

Counting Missing Values
(sub)daily2annual

(sub)Daily/Monthly -> Annual
diy

Days in Year
dwi

Days with Information
infillxy

Infills NA values
hydroTSM-internal

Internal hydroTSM objects
hydroTSM-package

Management, analysis, and plot of hydrological time series, with focus on hydrological modelling
istdx

Inverse Standarization
fdcu

Flow Duration Curve with uncertainty bounds.
hydropairs

Visual Correlation Matrix
hydroplot

Hydrological time series plotting and extraction.
extract

Extract from Zoo
hip

Hours in Period
fdc

Flow Duration Curve
monthlyfunction

Monthly Function
matrixplot

Matrixplot
seasonalfunction

Seasonal Function
rm1stchar

Remove First Character(s)
mip

Months in Period
plot_pq

Plot precipitation and streamflow time series in the same figure.
ma

Moving Average
sfreq

Sampling Frequency
si

Seasonality Index
izoo2rzoo

Irregular Zoo -> Regular Zoo
subhourly2nminutes

Sub-hourly -> n-minutes
stdx

Standarization
vector2zoo

Vector -> Zoo
subhourly2hourly

Sub-hourly -> Hourly
sname2ts

Station Name -> Time Series
subdaily2weekly

Subdaily -> Weekly
smry

Summary
subdaily2daily

Sub-daily -> Daily
time2season

Date/DateTime character -> Seasonal character
yip

Years in Period
weeklyfunction

Weekly Function
zoo2RHtest

Zoo -> RHTest
annualfunction

Annual Function
Cauquenes7336001

Hydrometeorological time series for "Cauquenes en El Arrayan" catchment
SanMartinoPPts

San Martino, ts of daily precipitation.
climograph

Climograph
MaquehueTemuco

San Martino, ts of daily precipitation.
OcaEnOnaQts

Oca in "Ona" (Q0931), time series of daily streamflows.
KarameaAtGorgeQts

Karamea at Gorge, time series of hourly streamflows
calendarHeatmap

Calendar heatmap
baseflow

Baseflow
EbroPPtsMonthly

Ebro Monthly Precipitation Time Series