SimData

Simulation of a random sample from the generalised extreme value, generalised logistic, Gumbel, or generalised Pareto distributions

Functions to implement the methods of the Flood Estimation Handbook (FEH), associated updates and the revitalised flood hydrograph model (ReFH). Currently the package uses NRFA peak flow dataset version 11.1. Aside from FEH functionality, further hydrological functions are available. Most of the methods implemented in this package are described in one or more of the following: "Flood Estimation Handbook", Centre for Ecology & Hydrology (1999, ISBN:0 948540 94 X). "Flood Estimation Handbook Supplementary Report No. 1", Kjeldsen (2007, ISBN:0 903741 15 7). "Regional Frequency Analysis - an approach based on L-moments", Hosking & Wallis (1997, ISBN: 978 0 521 01940 8). "Proposal of the extreme rank plot for extreme value analysis: with an emphasis on flood frequency studies", Hammond (2019, <doi:10.2166/nh.2019.157>). "Making better use of local data in flood frequency estimation", Environment Agency (2017, ISBN: 978 1 84911 387 8). "Sampling uncertainty of UK design flood estimation" , Hammond (2021, <doi:10.2166/nh.2021.059>). "Improving the FEH statistical procedures for flood frequency estimation", Environment Agency (2008, ISBN: 978 1 84432 920 5). "Low flow estimation in the United Kingdom", Institute of Hydrology (1992, ISBN 0 948540 45 1). Wallingford HydroSolutions, (2016, <http://software.hydrosolutions.co.uk/winfap4/Urban-Adjustment-Procedure-Technical-Note.pdf>). Data from the UK National River Flow Archive (<https://nrfa.ceh.ac.uk/>, terms and conditions: <https://nrfa.ceh.ac.uk/costs-terms-and-conditions>).

Anthony Hammond

UKFE

UK Flood Estimation

SimData function

<dl><dt>n</dt>
<dd>sample size to be simulated</dd>
<dt>pars</dt>
<dd>vector of parameters in the order of location, scale, shape (only location and shape for Gumbel)</dd>
<dt>dist</dt>
<dd>choice of distribution. Either "GEV", "GenLog", "Gumbel" or "GenPareto"</dd>
<dt>GF</dt>
<dd>vector of GF inputs in the order of Lcv, LSkew, QMED (only Lcv and QMED if dist = "Gumbel")</dd></dl>

Arguments

Author

Data simulator — SimData

<dl>

<dt>n</dt>
<dd>sample size to be simulated</dd>


<dt>pars</dt>
<dd>vector of parameters in the order of location, scale, shape (only location and shape for Gumbel)</dd>


<dt>dist</dt>
<dd>choice of distribution. Either "GEV", "GenLog", "Gumbel" or "GenPareto"</dd>


<dt>GF</dt>
<dd>vector of GF inputs in the order of Lcv, LSkew, QMED (only Lcv and QMED if dist = "Gumbel")</dd>

</dl>

SimData: Data simulator

Description

Usage

Value

Arguments

Author

Details

Examples