R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
PRSim
View on CRAN: Click
here
Download and install PRSim package within the R console
Install from CRAN:
install.packages("PRSim")
Install from Github:
library("remotes")
install_github("cran/PRSim")
Install by package version:
library("remotes")
install_version("PRSim", "1.5")
Attach the package and use:
library("PRSim")
Maintained by
Manuela Brunner
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-03-29
Latest Update: 2023-06-27
Description:
Provides a simulation framework to simulate streamflow time series with similar main characteristics as observed data. These characteristics include the distribution of daily streamflow values and their temporal correlation as expressed by short- and long-range dependence. The approach is based on the randomization of the phases of the Fourier transform or the phases of the wavelet transform. The function prsim() is applicable to single site simulation and uses the Fourier transform. The function prsim.wave() extends the approach to multiple sites and is based on the complex wavelet transform. The function prsim.weather() extends the approach to multiple variables for weather generation. We further use the flexible four-parameter Kappa distribution, which allows for the extrapolation to yet unobserved low and high flows. Alternatively, the empirical or any other distribution can be used.
A detailed description of the simulation approach for single sites and an application example can be found in Brunner et al. (2019) .
A detailed description and evaluation of the wavelet-based multi-site approach can be found in Brunner and Gilleland (2020) .
A detailed description and evaluation of the multi-variable and multi-site weather generator can be found in Brunner et al. (2021) .
A detailed description and evaluation of the non-stationary streamflow generator can be found in Brunner and Gilleland (2024) .
How to cite:
Manuela Brunner (2019). PRSim: Stochastic Simulation of Streamflow Time Series using Phase Randomization. R package version 1.5, https://cran.r-project.org/web/packages/PRSim. Accessed 21 Nov. 2024.
Previous versions and publish date:
Other packages that cited PRSim R package
View PRSim citation profile
Other R packages that PRSim depends,
imports, suggests or enhances
Complete documentation for PRSim
Functions, R codes and Examples using
the PRSim R package
Some associated functions: PRSim-package . fun_stoch_sim . fun_stoch_sim_wave . fun_stoch_sim_weather . runoff . runoff_multi_sites . simulations . simulations_multi_sites . weather_multi_sites . weather_sim_multi_sites .
Some associated R codes: F.GEV.R . F.kappa.R . Lmoments.R . fun_stoch_sim.R . fun_stoch_sim_wave.R . fun_stoch_sim_weather.R . invF.GEV.R . invF.kappa.R . ks_test.R . par.kappa.R . rand.kappa.R . Full PRSim package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
kgschart
Restore underlining numeric data from rating history graph of
KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kota Mori (view profile)
SCBiclust
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Erika S. Helgeson (view profile)
deductive
Attempt to repair inconsistencies and missing values in
data records by using information from vali ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mark van der Loo (view profile)
RcppHNSW
'Hnswlib' is a C++ library for Approximate Nearest Neighbors.
This package provides a minimal R int ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: James Melville (view profile)
crossrun
Joint distribution of number of crossings and the
longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tore Wentzel-Larsen (view profile)
pkgdepends
Find recursive dependencies of 'R' packages from various
sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gábor Csárdi (view profile)