Package 'RHMS' reference manual

Title:	Hydrologic Modelling System for R Users
Description:	Hydrologic modelling system is an object oriented tool for simulation and analysis of hydrologic events. The package proposes functions and methods for construction, simulation, visualization, and calibration of a hydrologic model.
Authors:	Rezgar Arabzadeh; Shahab Araghinejad
Maintainer:	Rezgar Arabzadeh <[email protected]>
License:	GPL-2
Version:	1.7
Built:	2026-05-24 06:13:53 UTC
Source:	https://github.com/cran/RHMS

Hydrologic Modelling System for R Users

Description

The RHMS package provides tools to R users for simulation of hydrologic events. The packages includes functions and methods for building, simulation, visualization, and calibration of a hydrologic model.

Details

Package:	RHMS
Type:	Package
Version:	1.7
Date:	2021-09-27
License:	GPL-3

the package include three major types of functions as follows:

1- functions for construction and manipulatation of hydrologic features.

createBasin. constructor for basin
createJunction. constructor for junction
createReach. constructor for reach, rivers, and channels
createReservoir. constructor for reservoirs
createSubbasin. constructor for sub-bains
createDiversion. constructor for diversions
set.as. objects connector
addObjectToBasin. adds objects form above constructors to a basin inherited from class of createBasin

2- functions for analysis and simulation of hydrologic events.

reachRouting. routes a flood in a channel or river
reservoirRouting. routes a flood in a reservoir
transform. trnasforms a rainfall event to runoff
loss. computes excess rainfall and loss depths
baseFlowSeparation. separates baseflow from a given discharge series
abstraction. computes simple surface and canopy methods
sim. simulates an objects inherited from class of createBasin

3- functions for tunning, summerizing, and visualization.

plot.sim. plots the objects inherited from class of sim
plot.createBasin. plots the objects inherited from class of createBasin
summary.sim. summerzies the simulation results in the tabular form for every objects existing in the basin
tune. calibrates an objects inherited from class of createBasin

Author(s)

Rezgar Arabzadeh ; Shahab Araghinejad

Maintainer: Rezgar Arabzadeh <[email protected]>

References

Chow, V. T., Maidment, D. R., & Mays, L. W. (1988). Applied hydrology.

computes surface and canopy abstractions

Description

computes surface and canopy abstractions for a given rainfall event.

Usage

abstraction(rainfall,abstractionParams)
abstraction(rainfall,abstractionParams)

Arguments

rainfall

a vector : a time series of precipitation hyetograph (mm)

abstractionParams

a list: including parameters of simple surface and simple canopy methods.

canopyAbstraction depth of canopy abstraction in (mm). default to zero
surfaceAbstraction depth of surface abstraction in (mm). default to zero

Value

a list: an object from class of abstraction

Author(s)

Rezgar Arabzadeh

Examples

rainfall<-5*exp(((seq(2.5,7.5,length.out=36))-5)^2/-0.8)
abstractionParams<-list(canopyAbstraction=2,surfaceAbstraction=3.5)
abstraction(rainfall,abstractionParams)
rainfall<-5*exp(((seq(2.5,7.5,length.out=36))-5)^2/-0.8)
abstractionParams<-list(canopyAbstraction=2,surfaceAbstraction=3.5)
abstraction(rainfall,abstractionParams)

base function for class of `abstraction`

Description

instantiates an object from class of abstraction

Usage

## S3 method for class 'base'
abstraction(rainfall,abstractionParams)
## S3 method for class 'base'
abstraction(rainfall,abstractionParams)

Arguments

rainfall

a vector : a time series of precipitation hyetograph (mm)

abstractionParams

a list: including parameters of simple surface and simple canopy methods.

canopyAbstraction depth of canopy abstraction in (mm). default to zero
surfaceAbstraction depth of surface abstraction in (mm). default to zero

Value

a list: an object from class of abstraction

Author(s)

Rezgar Arabzadeh

default function for class of `abstraction`

Description

instantiates an object from class of abstraction

Usage

## Default S3 method:
abstraction(rainfall,
        abstractionParams=list(canopyAbstraction=NULL,
                               surfaceAbstraction=NULL))
## Default S3 method:
abstraction(rainfall,
        abstractionParams=list(canopyAbstraction=NULL,
                               surfaceAbstraction=NULL))

Arguments

rainfall

a vector : a time series of precipitation hyetograph (mm)

abstractionParams

a list: including parameters of simple surface and simple canopy methods.

canopyAbstraction depth of canopy abstraction in (mm). default to zero
surfaceAbstraction depth of surface abstraction in (mm). default to zero

Value

a list: an object from class of abstraction

Author(s)

Rezgar Arabzadeh

adds an object to basin

Description

adds an object inherited from either of RHMS package constructors to an object instantiated by class of createBasin.

Usage

addObjectToBasin(object, basin)
addObjectToBasin(object, basin)

Arguments

object

an object inherited from one of the following classes: createReservoir, createReach, createSubbasin, createJunction

basin

an object inherited from class of createBasin

Value

an object from class of createBasin

Author(s)

Rezgar Arabzadeh

Examples

storageElevationCurve<-data.frame(s=0:100*10,h=100:200)
dischargeElevationCurve<-data.frame(q=seq(0,5000,length.out=10),
                                    h=seq(180,200,length.out=10))
geometry<-list(storageElevationCurve=storageElevationCurve,
               dischargeElevationCurve=dischargeElevationCurve,
               capacity=800)
Res1<-createReservoir(name = "Reservoir1",
                      geometry=geometry,initialStorage=550)
R1<-createReach(name="Reach1",routingParams=list(k=5,x=0.3))
R2<-createReach(name="Reach2",routingParams=list(k=5,x=0.3))
R3<-createReach(name="Reach3",routingParams=list(k=5,x=0.3))
R4<-createReach(name="Reach4",routingMethod="muskingumcunge",
                              routingParams=list(bedWith=100,
                                                 sideSlope=2,
                                                 channelSlope=0.01,
                                                 manningRoughness=0.05,
                                                 riverLength=120))
D1<-createDiversion(name="Diversion1",capacity=80)
                
Junc1<-createJunction(name = "Junc1")
S1<-createSubbasin(name="Sub1",Area=500,
                   precipitation=round(sin(seq(0,pi,length.out=24))*20),
                   transformMethod="SCS",lossMethod="SCS",BFSMethod='recession',
                   transformParams=list(Tlag=4),lossParams=list(CN=70),BFSParams=list(k=1.1))
S2<-createSubbasin(name="Sub2",Area=500,
                   precipitation=round(sin(seq(0,pi,length.out=24))*20),
                   transformMethod="SCS",lossMethod="SCS",BFSMethod='recession',
                   transformParams=list(Tlag=4),lossParams=list(CN=70),BFSParams=list(k=1.1))
S3<-createSubbasin(name="Sub3",Area=650,
                   precipitation=round(sin(seq(0,pi,length.out=24))*20),
                   transformMethod="snyder",lossMethod="horton",
                   transformParams=list(Cp=0.17,Ct=1.5,L=140,Lc=30),
                   lossParams=list(f0=5,f1=1,k=1))

S1<-set.as(R2,S1,'downstream')
R2<-set.as(Junc1,R2,'downstream')
Junc1<-set.as(R1,Junc1,'downstream')
R1<-set.as(Res1,R1,'downstream')
S3<-set.as(R3,S3,'downstream')
R3<-set.as(Junc1,R3,'downstream')
S2<-set.as(R4,S2,'downstream')
R4<-set.as(D1,R4,'downstream')
D1<-set.as(Junc1,D1,'downstream')
D1<-set.as(S1,D1,'divertTo')

basin1<-createBasin(name = "Unknown", simulation=list(start='2000-01-01',end='2000-01-10',by=7200))
basin1<-addObjectToBasin(Junc1, basin1)
basin1<-addObjectToBasin(R1, basin1)
basin1<-addObjectToBasin(R2, basin1)
basin1<-addObjectToBasin(R3, basin1)
basin1<-addObjectToBasin(R4, basin1)
basin1<-addObjectToBasin(S1, basin1)
basin1<-addObjectToBasin(S2, basin1)
basin1<-addObjectToBasin(S3, basin1)
basin1<-addObjectToBasin(Res1, basin1)
basin1<-addObjectToBasin(D1, basin1)

## Not run: plot(basin1)

object<-sim(basin1)

plot(object)

summary(object)
storageElevationCurve<-data.frame(s=0:100*10,h=100:200)
dischargeElevationCurve<-data.frame(q=seq(0,5000,length.out=10),
                                    h=seq(180,200,length.out=10))
geometry<-list(storageElevationCurve=storageElevationCurve,
               dischargeElevationCurve=dischargeElevationCurve,
               capacity=800)
Res1<-createReservoir(name = "Reservoir1",
                      geometry=geometry,initialStorage=550)
R1<-createReach(name="Reach1",routingParams=list(k=5,x=0.3))
R2<-createReach(name="Reach2",routingParams=list(k=5,x=0.3))
R3<-createReach(name="Reach3",routingParams=list(k=5,x=0.3))
R4<-createReach(name="Reach4",routingMethod="muskingumcunge",
                              routingParams=list(bedWith=100,
                                                 sideSlope=2,
                                                 channelSlope=0.01,
                                                 manningRoughness=0.05,
                                                 riverLength=120))
D1<-createDiversion(name="Diversion1",capacity=80)
                
Junc1<-createJunction(name = "Junc1")
S1<-createSubbasin(name="Sub1",Area=500,
                   precipitation=round(sin(seq(0,pi,length.out=24))*20),
                   transformMethod="SCS",lossMethod="SCS",BFSMethod='recession',
                   transformParams=list(Tlag=4),lossParams=list(CN=70),BFSParams=list(k=1.1))
S2<-createSubbasin(name="Sub2",Area=500,
                   precipitation=round(sin(seq(0,pi,length.out=24))*20),
                   transformMethod="SCS",lossMethod="SCS",BFSMethod='recession',
                   transformParams=list(Tlag=4),lossParams=list(CN=70),BFSParams=list(k=1.1))
S3<-createSubbasin(name="Sub3",Area=650,
                   precipitation=round(sin(seq(0,pi,length.out=24))*20),
                   transformMethod="snyder",lossMethod="horton",
                   transformParams=list(Cp=0.17,Ct=1.5,L=140,Lc=30),
                   lossParams=list(f0=5,f1=1,k=1))

S1<-set.as(R2,S1,'downstream')
R2<-set.as(Junc1,R2,'downstream')
Junc1<-set.as(R1,Junc1,'downstream')
R1<-set.as(Res1,R1,'downstream')
S3<-set.as(R3,S3,'downstream')
R3<-set.as(Junc1,R3,'downstream')
S2<-set.as(R4,S2,'downstream')
R4<-set.as(D1,R4,'downstream')
D1<-set.as(Junc1,D1,'downstream')
D1<-set.as(S1,D1,'divertTo')

basin1<-createBasin(name = "Unknown", simulation=list(start='2000-01-01',end='2000-01-10',by=7200))
basin1<-addObjectToBasin(Junc1, basin1)
basin1<-addObjectToBasin(R1, basin1)
basin1<-addObjectToBasin(R2, basin1)
basin1<-addObjectToBasin(R3, basin1)
basin1<-addObjectToBasin(R4, basin1)
basin1<-addObjectToBasin(S1, basin1)
basin1<-addObjectToBasin(S2, basin1)
basin1<-addObjectToBasin(S3, basin1)
basin1<-addObjectToBasin(Res1, basin1)
basin1<-addObjectToBasin(D1, basin1)

## Not run: plot(basin1)

object<-sim(basin1)

plot(object)

summary(object)

Parametric methods for separating baseflow

Description

This function calculates baseflow for a given time series, discharge, using a number of method stated in BFSMethod.

Usage

baseFlowSeparation(discharge,BFSMethod,BFSParams,plot)
baseFlowSeparation(discharge,BFSMethod,BFSParams,plot)

Arguments

discharge

a vector of flow time series (cms) or an object inherited from class of 'transform'

BFSMethod

a string: The method of base flow separation. Available methods: 'nathan', 'chapman', 'eckhardt', 'recession'

BFSParams

a list including parameters associated with the method coerced in 'BFSMethod'.

alpha is in [0, 1] interval required for 'nathan', 'chapman', and 'eckhardt' methods
BFI is in [0, 1] interval required for 'eckhardt' method
k is in [0, 1] interval and timeInterval is in day required for 'recession' method

plot

(optional) logical statement to plot the result or not. default to FALSE

Value

a list: an object from class of baseFlowSeparation consisting matrix of results available at object$operation.

Author(s)

Rezgar Arabzadeh

References

Chapman, Tom. "A comparison of algorithms for stream flow recession and baseflow separation." Hydrological Processes 13.5 (1999): 701-714.

Examples

discharge<-(dnorm(seq(-3,4,length.out=200),-.3,1)+dnorm(seq(-1,7,length.out=200),4.5,1)*2)*1200
BFSMethod<-c('nathan','chapman','eckhardt','recession')
BFSParams<-list(alpha=0.6,BFI=0.3,k=1.1,timeInterval=15*60)
simulation<-list(start='2000-01-01',end='2000-01-02',by=400)
baseFlowSeparation(discharge,BFSMethod[1],BFSParams,plot=TRUE)
baseFlowSeparation(discharge,BFSMethod[2],BFSParams,plot=TRUE)
baseFlowSeparation(discharge,BFSMethod[3],BFSParams,plot=TRUE)
baseFlowSeparation(discharge,BFSMethod[4],BFSParams,plot=TRUE)
discharge<-(dnorm(seq(-3,4,length.out=200),-.3,1)+dnorm(seq(-1,7,length.out=200),4.5,1)*2)*1200
BFSMethod<-c('nathan','chapman','eckhardt','recession')
BFSParams<-list(alpha=0.6,BFI=0.3,k=1.1,timeInterval=15*60)
simulation<-list(start='2000-01-01',end='2000-01-02',by=400)
baseFlowSeparation(discharge,BFSMethod[1],BFSParams,plot=TRUE)
baseFlowSeparation(discharge,BFSMethod[2],BFSParams,plot=TRUE)
baseFlowSeparation(discharge,BFSMethod[3],BFSParams,plot=TRUE)
baseFlowSeparation(discharge,BFSMethod[4],BFSParams,plot=TRUE)

base function for class of `baseFlowSeparation`

Description

Methods of separating baseflow for a given flow discharge.

Usage

## S3 method for class 'base'
baseFlowSeparation(discharge,BFSMethod,BFSParams,plot)
## S3 method for class 'base'
baseFlowSeparation(discharge,BFSMethod,BFSParams,plot)

Arguments

discharge

a vector of flow time series (cms) or an object inherited from class of 'transform'

BFSMethod

a string: The method of base flow separation. Available methods: 'nathan', 'chapman', 'eckhardt', 'recession'

BFSParams

a list including parameters associated with the method coerced in 'BFSMethod'.

alpha is in [0, 1] interval required for 'nathan', 'chapman', and 'eckhardt' methods
BFI is in [0, 1] interval required for 'eckhardt' method
k is in [0, 1] interval and timeInterval is in day required for 'recession' method

plot

(optional) logical statement to plot the result or not. default to FALSE

Value

a matrix: A matrix of results including computed separated flow for Q series

Author(s)

Rezgar Arabzadeh

default function for class of `baseFlowSeparation`

Description

Methods for separating baseflow for a given flow discharge

Usage

## Default S3 method:
baseFlowSeparation(discharge,BFSMethod='none'       ,
                                     BFSParams=list(alpha=NULL        ,
                                                    BFI=NULL          ,
                                                    k=NULL            ,
                                                    timeInterval=NULL),
                                     plot=FALSE)
## Default S3 method:
baseFlowSeparation(discharge,BFSMethod='none'       ,
                                     BFSParams=list(alpha=NULL        ,
                                                    BFI=NULL          ,
                                                    k=NULL            ,
                                                    timeInterval=NULL),
                                     plot=FALSE)

Arguments

discharge

a vector of flow time series (cms) or an object inherited from class of 'transform'

BFSMethod

a string: The method of base flow separation. Available methods: 'nathan', 'chapman', 'eckhardt', 'recession'

BFSParams

a list including parameters associated with the method coerced in 'BFSMethod'.

alpha is in [0, 1] interval required for 'nathan', 'chapman', and 'eckhardt' methods
BFI is in [0, 1] interval required for 'eckhardt' method
k is in [0, 1] interval and timeInterval is in day required for 'recession' method

plot

(optional) logical statement to plot the result or not. default to FALSE

Value

a list: an object from class of baseFlowSeparation consisting matrix of results available at object$operation.

Author(s)

Rezgar Arabzadeh

creates a basin

Description

instantiates an object from class of createBasin

Usage

createBasin(name, simulation)
createBasin(name, simulation)

Arguments

name

a string: a name for the basin

simulation

a list of simulation time and dates as below:

start: the date which simulation starts, must be in 'YYYY-MM-DD' format
start: the date which simulation ends, must be in 'YYYY-MM-DD' format
by: the interval of each steps in seconds

Value

a list: an object from class of creatBasin

Author(s)

Rezgar Arabzadeh

base function for class of `createBasin`

Description

instantiates an object from class of createBasin

Usage

## S3 method for class 'base'
createBasin(name, simulation)
## S3 method for class 'base'
createBasin(name, simulation)

Arguments

name

a string: a name for the basin

simulation

a list of simulation time and dates as below:

start: the date which simulation starts, must be in 'YYYY-MM-DD' format
start: the date which simulation ends, must be in 'YYYY-MM-DD' format
by: the interval of each steps in seconds

Value

a list: an object from class of creatBasin

Author(s)

Rezgar Arabzadeh

default function for class of `createBasin`

Description

instantiates an object from class of createBasin

Usage

## Default S3 method:
createBasin(name = "Untittled", simulation=list(start=NULL,end=NULL,by=NULL))
## Default S3 method:
createBasin(name = "Untittled", simulation=list(start=NULL,end=NULL,by=NULL))

Arguments

name

a string: a name for the basin

simulation

a list of simulation time and dates as below:

start: the date which simulation starts, must be in 'YYYY-MM-DD' format
start: the date which simulation ends, must be in 'YYYY-MM-DD' format
by: the interval of each steps in seconds

Value

a list: an object from class of creatBasin

Author(s)

Rezgar Arabzadeh

creates a diversion object

Description

instantiates an object from class of createDiversion

Usage

createDiversion(name,downstream,divertTo,capacity)
createDiversion(name,downstream,divertTo,capacity)

Arguments

name

(optional) a string: the name of diversion to be instantiated

downstream

(optional) an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

divertTo

an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

capacity

diversion capacity (cms)

Value

a list: an object from class of createDiversion

Author(s)

Rezgar Arabzadeh

base function for class of `createDiversion`

Description

instantiates an object from class of createDiversion

Usage

## S3 method for class 'base'
createDiversion(name,downstream,divertTo,capacity)
## S3 method for class 'base'
createDiversion(name,downstream,divertTo,capacity)

Arguments

name

(optional) a string: the name of diversion to be instantiated

downstream

(optional) an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

divertTo

an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

capacity

diversion capacity (cms)

Value

a list: an object from class of createDiversion

Author(s)

Rezgar Arabzadeh

default function for class of `createDiversion`

Description

instantiates an object from class of createDiversion

Usage

## Default S3 method:
createDiversion(name="Unttitled",downstream=NA,divertTo,capacity)
## Default S3 method:
createDiversion(name="Unttitled",downstream=NA,divertTo,capacity)

Arguments

name

(optional) a string: the name of diversion to be instantiated

downstream

(optional) an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

divertTo

an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

capacity

diversion capacity (cms)

Value

a list: an object from class of createDiversion

Author(s)

Rezgar Arabzadeh

creates a junction object

Description

instantiates an object from class of createJunction

Usage

createJunction(name, downstream,
               inflow, delayInflow)
createJunction(name, downstream,
               inflow, delayInflow)

Arguments

name

(optional) a string: the name of junction to be instantiated

downstream

(optional) an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

inflow

(optional): a vector of direct inflow/lateral flow (cms)

delayInflow

(optional): an integer presenting the time steps to delay direct/lateral inflow time series

Value

a list: an object from class createJunction

Author(s)

Rezgar Arabzadeh

base function for class of `createJunction`

Description

instantiates an object from class of createJunction

Usage

## S3 method for class 'base'
createJunction(name , downstream, 
                              inflow , delayInflow )
## S3 method for class 'base'
createJunction(name , downstream, 
                              inflow , delayInflow )

Arguments

name

(optional) a string: the name of junction to be instantiated

downstream

(optional) an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

inflow

(optional): a vector of direct/lateral (cms)

delayInflow

(optional): an integer presenting the time steps to delay direct/lateral inflow time series

Value

a list: an object from class of createJunction

Author(s)

Rezgar Arabzadeh

default function for class of `createJunction`

Description

instantiates an object from class of createJunction

Usage

## Default S3 method:
createJunction(name = "Unttitled", downstream=NA, 
                                 inflow = NA, delayInflow = 1)
## Default S3 method:
createJunction(name = "Unttitled", downstream=NA, 
                                 inflow = NA, delayInflow = 1)

Arguments

name

(optional) a string: the name of junction to be instantiated

downstream

(optional) an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

inflow

(optional): a vector of direct/lateral inflow (cms)

delayInflow

(optional): an integer presenting the time steps to delay direct/lateral inflow time series

Value

a list: an object from class of createJunction

Author(s)

Rezgar Arabzadeh

creates a reach object

Description

instantiates an object from class of createReach

Usage

createReach(name,routingMethod,inflow,
            routingParams,delayInflow,downstream)
createReach(name,routingMethod,inflow,
            routingParams,delayInflow,downstream)

Arguments

name

(optional) a string: the name of reach to be instantiated

routingMethod

a string: the method of channel routing. available types: "muskingum", and "muskingumcunge". default to "muskingum"

inflow

(optional): a vector of direct/lateral inflow (cms)

routingParams

a list : parameters associated to the routingMethod:

k and x for "muskingum",
bedWith (m), sideSlope (m/m), channelSlope (m/m), manningRoughness, riverLength (Km) for "muskingumcunge"

delayInflow

(optional): an integer presenting the time steps to delay direct/lateral inflow time series

downstream

(optional) an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

Value

a list: an object from class of createReach

Author(s)

Rezgar Arabzadeh

base function for class of `createReach`

Description

instantiates an object from class of createReach

Usage

## S3 method for class 'base'
createReach(name,routingMethod,inflow,
                           routingParams,
                           delayInflow,downstream)
## S3 method for class 'base'
createReach(name,routingMethod,inflow,
                           routingParams,
                           delayInflow,downstream)

Arguments

name

(optional) a string: the name of reach to be instantiated

routingMethod

a string: the method of channel routing. available types: "muskingum", and "muskingumcunge". default to "muskingum"

inflow

(optional): a vector of lateral inflow (cms)

routingParams

a list : parameters associated to the routingMethod:

k and x for "muskingum",
bedWith (m), sideSlope (m/m), channelSlope (m/m), manningRoughness, riverLength (Km) for "muskingumcunge"

delayInflow

(optional): an integer presenting the time steps to delay direct/lateral inflow

downstream

(optional) an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

Value

a list: an object from class of createReach

Author(s)

Rezgar Arabzadeh

default function for class of `createReach`

Description

instantiates an object from class of createReach

Usage

## Default S3 method:
createReach(name="Unttitled",routingMethod="muskingum",inflow=NA,
                              routingParams=list(k=3,x=0.2,bedWith=NULL,
                                                 sideSlope=2,channelSlope=NULL,
                                                 manningRoughness=0.025,riverLength=NULL),
                              delayInflow=1,downstream=NA)
## Default S3 method:
createReach(name="Unttitled",routingMethod="muskingum",inflow=NA,
                              routingParams=list(k=3,x=0.2,bedWith=NULL,
                                                 sideSlope=2,channelSlope=NULL,
                                                 manningRoughness=0.025,riverLength=NULL),
                              delayInflow=1,downstream=NA)

Arguments

name

(optional) a string: the name of reach to be instantiated

routingMethod

a string: the method of channel routing. available types: "muskingum", and "muskingumcunge". default to "muskingum".

inflow

(optional): a vector of direct/lateral (cms)

routingParams

a list : parameters associated to the routingMethod:

k and x for "muskingum",
bedWith (m), sideSlope (m/m), channelSlope (m/m), manningRoughness, riverLength (Km) for "muskingumcunge"

delayInflow

(optional): an integer presenting the time steps to delay direct/lateral inflow time series

downstream

(optional) an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

Value

a list: an object from class of createReach

Author(s)

Rezgar Arabzadeh

creates a reservoir object

Description

instantiates an object from class of createReservoir

Usage

createReservoir(name , inflow , geometry, initialStorage,
                delayInflow , downstream )
createReservoir(name , inflow , geometry, initialStorage,
                delayInflow , downstream )

Arguments

name

(optional): a string: the name of reservoir to be instantiated

inflow

(optional) : a vector of direct/lateral inflow (cms)

geometry

a list of geometric specifications of the reservoir:

storageElevationCurve: a data frame: a data frame at which its first collumn includes height (masl) and second collums presents equivalant volume to the height at first collumn (MCM)
dischargeElevationCurve: a data frame: a data frame at which its first collumn includes height (masl) and second collums presents equivalant discharge rate to the height at first collumn (cms)
storage: the maximum volume of reservoir capacity (MCM)

initialStorage

(optional) the initial storage of reservoir at the first time step of simulation (MCM)

delayInflow

(optional): an integer presenting the time steps to delay direct/lateral inflow time series

downstream

(optional): an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

Value

a list: an object from class of createReservoir

Author(s)

Rezgar Arabzadeh

base function for class of `createReservoir`

Description

instantiates an object from class of createReservoir

Usage

## S3 method for class 'base'
createReservoir(name , inflow , geometry,
                       initialStorage, delayInflow , downstream )
## S3 method for class 'base'
createReservoir(name , inflow , geometry,
                       initialStorage, delayInflow , downstream )

Arguments

name

(optional): a string: the name of reservoir to be instantiated

inflow

(optional) : a vector of direct/lateral inflow (cms)

geometry

a list of geometric specifications of the reservoir:

storageElevationCurve: a data frame: a data frame at which its first collumn includes height (masl) and second collums presents equivalant volume to the height at first collumn (MCM)
dischargeElevationCurve: a data frame: a data frame at which its first collumn includes height (masl) and second collums presents equivalant discharge rate to the height at first collumn (cms)
storage: the maximum volume of reservoir capacity (MCM)

initialStorage

(optional): the initial storage of reservoir at the first time step of simulation (MCM)

delayInflow

(optional): an integer presenting the time steps to delay direct/lateral inflow time series

downstream

(optional): an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

Value

a list: an object from class of createReservoir

Author(s)

Rezgar Arabzadeh

default function for class of `createReservoir`

Description

instantiates an object from class of createReservoir

Usage

## Default S3 method:
createReservoir(name = "Unttitled", inflow = NA,
                      geometry=list(storageElevationCurve=NULL,
                                    dischargeElevationCurve=NULL,
                                    capacity=NULL),
                                  initialStorage = NA,
                                  delayInflow = 1, downstream = NA)
## Default S3 method:
createReservoir(name = "Unttitled", inflow = NA,
                      geometry=list(storageElevationCurve=NULL,
                                    dischargeElevationCurve=NULL,
                                    capacity=NULL),
                                  initialStorage = NA,
                                  delayInflow = 1, downstream = NA)

Arguments

name

(optional): a string: the name of reservoir to be instantiated

inflow

(optional): a vector of direct/lateral inflow (cms)

geometry

a list of geometric specifications of the reservoir:

storageElevationCurve: a data frame: a data frame at which its first collumn includes height (masl) and second collums presents equivalant volume to the height at first collumn (MCM)
dischargeElevationCurve: a data frame: a data frame at which its first collumn includes height (masl) and second collums presents equivalant discharge rate to the height at first collumn (cms)
storage: the maximum volume of reservoir capacity (MCM)

initialStorage

(optional): the initial storage of reservoir at the first time step of simulation (MCM)

delayInflow

(optional): an integer presenting the time steps to delay direct/lateral inflow time series

downstream

(optional): an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

Value

a list: an object from class of createReservoir

Author(s)

Rezgar Arabzadeh

creates a sub-basin object

Description

instantiates an object from class of createSubbasin

Usage

createSubbasin(name,precipitation,
     inflow,Area,delayInflow,downstream,
     transformMethod,lossMethod,BFSMethod,UH,
     abstractionParams,transformParams,lossParams,BFSParams)
createSubbasin(name,precipitation,
     inflow,Area,delayInflow,downstream,
     transformMethod,lossMethod,BFSMethod,UH,
     abstractionParams,transformParams,lossParams,BFSParams)

Arguments

name

(optional): a string: the name of sub-basin to be instantiated

precipitation

a vector : a time series of precipitation hytograph (mm)

inflow

(optional): a vector of direct inflow rather than flows comming from upstream (cms)

Area

the area of basin (Km^2)

delayInflow

(optional): an integer presenting the time steps to delay direct/lateral inflow time series

downstream

(optional): an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

transformMethod

a string: the type of transformation method. Available types: "SCS", "snyder", and "user" for user defined unit hydrograph. default to "SCS"

lossMethod

a string: the type of loss method. Available types: "SCS" and "horton"

BFSMethod

a string: The method of base flow separation. Available methods: 'nathan', 'chapman', 'eckhardt', 'recession'

UH

a data.frame: including the ordinates of user UH. the HU first collumn indicates time (Hr) and second collumn include flow rates (cms)

abstractionParams

a list: including parameters of simple surface and simple canopy methods.

canopyAbstaction depth of canopy abstraction in (mm)
surfaceAbstaction depth of surface abstraction in (mm)

BFSParams

a list including parameters associated with the method coerced in 'BFSMethod'.

alpha is in [0, 1] interval required for 'nathan', 'chapman', and 'eckhardt' methods
BFI is in [0, 1] interval required for 'eckhardt' method
k is in [0, 1] interval and timeInterval is in day required for 'recession' method

transformParams

a list of parameters associated to the selcted type of transformMethod:

Tlag for "SCS" method in (Hours)
Ct, Cp, L, and Lc for "snyder" method

lossParams

a list of parameters associated to the selcted type of lossMethod:

CN for "SCS" method
f0, f1, k other for "horton" method

Value

a list: an object from class of createSubbasin

Author(s)

Rezgar Arabzadeh

base function for class of `createSubbasin`

Description

instantiates an object from class of createSubbasin

Usage

## S3 method for class 'base'
createSubbasin(name,precipitation,
      inflow,Area,delayInflow,downstream,
      transformMethod,lossMethod,BFSMethod,UH,
      abstractionParams,transformParams,lossParams,BFSParams)
## S3 method for class 'base'
createSubbasin(name,precipitation,
      inflow,Area,delayInflow,downstream,
      transformMethod,lossMethod,BFSMethod,UH,
      abstractionParams,transformParams,lossParams,BFSParams)

Arguments

name

(optional): a string: the name of sub-basin to be instantiated

precipitation

a vector : a time series of precipitation hytograph (mm)

inflow

(optional): a vector of direct inflow/lateral (cms)

Area

the area of basin (Km^2)

delayInflow

(optional): an integer presenting the time steps to delay direct/lateral inflow time series

downstream

(optional): an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

transformMethod

a string: the type of transformation method. Available types: "SCS", "snyder", and "user" for user defined unit hydrograph. default to "SCS"

lossMethod

a string: the type of loss method. Available types: "SCS" and "horton"

BFSMethod

a string: The method of base flow separation. Available methods: 'nathan', 'chapman', 'eckhardt', 'recession'

UH

a data.frame: including the ordinates of user UH. the HU first collumn indicates time (Hr) and second collumn include flow rates (cms)

abstractionParams

a list: including parameters of simple surface and simple canopy methods.

canopyAbstaction depth of canopy abstraction in (mm)
surfaceAbstaction depth of surface abstraction in (mm)

BFSParams

a list including parameters associated with the method coerced in 'BFSMethod'.

alpha is in [0, 1] interval required for 'nathan', 'chapman', and 'eckhardt' methods
BFI is in [0, 1] interval required for 'eckhardt' method
k is in [0, 1] interval and timeInterval is in day required for 'recession' method

transformParams

a list of parameters associated to the selcted type of transformMethod:

Tlag for "SCS" method in (Hours)
Ct, Cp, L, and Lc for "snyder" method

lossParams

a list of parameters associated to the selcted type of lossMethod:

CN for "SCS" method
f0, f1, k other for "horton" method

Value

a list: a list features for the constructed sub-basin

Author(s)

Rezgar Arabzadeh

default function for class of `createSubbasin`

Description

instantiates an object from class of createSubbasin

Usage

## Default S3 method:
createSubbasin(name="Unttitled",
       precipitation,inflow=NA,Area,delayInflow=1,
       downstream=NA,
       transformMethod="SCS",
       lossMethod="none",
       BFSMethod='none',
       UH=NA,
       abstractionParams=list(canopyAbstraction=NULL,surfaceAbstraction=NULL),
       transformParams=list(Tlag=NULL,Cp=NULL,Ct=NULL,L=NULL,Lc=NULL),
       lossParams=list(CN=NULL,f0=NULL,f1=NULL,k=NULL),
       BFSParams=list(alpha=NULL,BFI=NULL,k=NULL))
## Default S3 method:
createSubbasin(name="Unttitled",
       precipitation,inflow=NA,Area,delayInflow=1,
       downstream=NA,
       transformMethod="SCS",
       lossMethod="none",
       BFSMethod='none',
       UH=NA,
       abstractionParams=list(canopyAbstraction=NULL,surfaceAbstraction=NULL),
       transformParams=list(Tlag=NULL,Cp=NULL,Ct=NULL,L=NULL,Lc=NULL),
       lossParams=list(CN=NULL,f0=NULL,f1=NULL,k=NULL),
       BFSParams=list(alpha=NULL,BFI=NULL,k=NULL))

Arguments

name

(optional): a string: the name of sub-basin to be instantiated

precipitation

a vector : a time series of precipitation hytograph (mm)

inflow

(optional): a vector of direct/lateral inflow (cms)

Area

the area of basin (Km^2)

delayInflow

(optional): an integer presenting the time steps to delay direct/lateral inflow time series

downstream

(optional): an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach.

transformMethod

a string: the type of transformation method. Available types: "SCS", "snyder", and "user" for user defined unit hydrograph. default to "SCS"

lossMethod

a string: the type of loss method. Available types: "SCS" and "horton"

BFSMethod

a string: The method of base flow separation. Available methods: 'nathan', 'chapman', 'eckhardt', 'recession'

UH

a data.frame: including the ordinates of user UH. the HU first collumn indicates time (Hr) and second collumn include flow rates (cms)

abstractionParams

a list: including parameters of simple surface and simple canopy methods.

canopyAbstaction depth of canopy abstraction in (mm)
surfaceAbstaction depth of surface abstraction in (mm)

BFSParams

a list including parameters associated with the method coerced in 'BFSMethod'.

alpha is in [0, 1] interval required for 'nathan', 'chapman', and 'eckhardt' methods
BFI is in [0, 1] interval required for 'eckhardt' method
k is in [0, 1] interval and timeInterval is in day required for 'recession' method

transformParams

a list of parameters associated to the selcted type of transformMethod:

Tlag for "SCS" method in (Hours)
Ct, Cp, L, and Lc for "snyder" method

lossParams

a list of parameters associated to the selcted type of lossMethod:

CN for "SCS" method
f0, f1, k other for "horton" method

Value

a list: an object from class of createSubbasin

Author(s)

Rezgar Arabzadeh

Excess rainfall computation

Description

this function provides methods (e.g. "horton" and "SCS") to compute loss and direct runoff depths

Usage

loss(precipitation,lossMethod,lossParams)
loss(precipitation,lossMethod,lossParams)

Arguments

precipitation

a vector of precipitation time series(mm)

lossMethod

a string including the type of lossMethod: "SCS" and "horton". default to "SCS" method

lossParams

a list of parameters associated to the selcted type of lossMethod:

the curve number, CN, and imperviousness in precentage for "SCS" method
f0, f1, k for "horton" method
timeInterval: the interval of each steps in seconds needed for "horton" method

Value

a dataframe: including precipitation, loss, and exess rainfall depth

Author(s)

Rezgar Arabzadeh

Examples

precipitation<-sin(seq(0.1,pi-0.1,length.out=20))*30
lossParams<-list(f0=20,f1=5,k=2,timeInterval=3600,CN=65)
lossMethod<-c("horton","SCS")
(Horton_loss<-loss(precipitation,lossMethod[1],lossParams))
(SCS_loss<-loss(precipitation,lossMethod[2],lossParams))
precipitation<-sin(seq(0.1,pi-0.1,length.out=20))*30
lossParams<-list(f0=20,f1=5,k=2,timeInterval=3600,CN=65)
lossMethod<-c("horton","SCS")
(Horton_loss<-loss(precipitation,lossMethod[1],lossParams))
(SCS_loss<-loss(precipitation,lossMethod[2],lossParams))

base function for class of `reachRouting`

Description

this function provides methods (e.g. "horton" and "SCS") to compute loss and direct runoff depths

Usage

## S3 method for class 'base'
loss(precipitation,lossMethod,lossParams)
## S3 method for class 'base'
loss(precipitation,lossMethod,lossParams)

Arguments

precipitation

a vector of precipitation time series(mm)

lossMethod

a string including the type of lossMethod: "SCS" and "horton". default to "SCS" method

lossParams

a list of parameters associated to the selcted type of lossMethod:

the curve number, CN, and imperviousness in precentage for "SCS" method
f0, f1, k for "horton" method
timeInterval: the interval of each steps in seconds needed for "horton" method

Value

a dataframe: including precipitation, loss, and exess rainfall depth

Author(s)

Rezgar Arabzadeh

default function for class of `loss`

Description

this function provides methods (e.g. "horton" and "SCS") to compute loss and direct runoff depths

Usage

## Default S3 method:
loss(precipitation,lossMethod,
            lossParams=list(f0=NULL,
                            f1=NULL,
                            k=NULL,
                            timeInterval=NULL,
                            CN=NULL,
                            imperviousness=NULL))
## Default S3 method:
loss(precipitation,lossMethod,
            lossParams=list(f0=NULL,
                            f1=NULL,
                            k=NULL,
                            timeInterval=NULL,
                            CN=NULL,
                            imperviousness=NULL))

Arguments

precipitation

a vector of precipitation time series(mm)

lossMethod

a string including the type of lossMethod: "SCS" and "horton". default to "SCS" method

lossParams

a list of parameters associated to the selcted type of lossMethod:

the curve number, CN, and imperviousness in precentage for "SCS" method
f0, f1, k for "horton" method
timeInterval: the interval of each steps in seconds needed for "horton" method

Value

a dataframe: including precipitation, loss, and exess rainfall depth

Author(s)

Rezgar Arabzadeh

plots basin layout

Description

plot method for objects inherited from class of createBasin

Usage

## S3 method for class 'createBasin'
plot(x,...)
## S3 method for class 'createBasin'
plot(x,...)

Arguments

x

an object from class of createBasin

...

other objects that can be passed to plot function

Author(s)

Rezgar Arabzadeh

plot method for an RHMS object

Description

plot method for objects inherited from class of sim

Usage

## S3 method for class 'sim'
plot(x,...)
## S3 method for class 'sim'
plot(x,...)

Arguments

x

an object from class of sim

...

other objects that can be passed to plot function

Author(s)

Rezgar Arabzadeh

channel routing computation

Description

function for flood routing using parameteric Muskingum and muskingum-cunge techniques.

Usage

reachRouting(inflow,routingMethod,
             routingParams,simulation)
reachRouting(inflow,routingMethod,
             routingParams,simulation)

Arguments

inflow

a vector of runoff (cms) presenting a runoff event generated by excess rainfall computed by loss methods or an object inherited from any of the following classes :transform ; reachRouting ; reservoirRouting.

routingMethod

a string: the type of channel routing method: "muskingum" or "muskingumcunge". default to "muskingum"

routingParams

a list : parameters associated to the routingMethod:

k and x for "muskingum",
bedWith (m), sideSlope (m/m), channelSlope (m/m), manningRoughness, riverLength (Km) for "muskingumcunge"

simulation

a list of simulation time and dates as below:

start: the date which simulation starts, must be in 'YYYY-MM-DD' format
start: the date which simulation ends, must be in 'YYYY-MM-DD' format
by: the interval of each steps in seconds

Value

a data.frame: including inflow time series routing resaults and simulation details

Author(s)

Rezgar Arabzadeh

References

Chow, V. T., Maidment, D. R., & Mays, L. W. (1988). Applied hydrology.

Examples

inflow<-c(100,500,1500,2500,5000,11000,22000,28000,28500,26000,
          22000,17500,14000,10000,7000,4500,2500,1500,1000,500,100)
routingMethod<-c("muskingum","muskingumcunge")
routingParams<-list(k=3,x=0.2,bedWith=50,sideSlope=2,channelSlope=0.0001,
                    manningRoughness=0.01,riverLength=100)
simulation<-list(start='2000-01-01',end='2000-01-04',by=3600)

reachRouting(inflow,routingMethod[1],routingParams,simulation)
reachRouting(inflow,routingMethod[2],routingParams,simulation)
inflow<-c(100,500,1500,2500,5000,11000,22000,28000,28500,26000,
          22000,17500,14000,10000,7000,4500,2500,1500,1000,500,100)
routingMethod<-c("muskingum","muskingumcunge")
routingParams<-list(k=3,x=0.2,bedWith=50,sideSlope=2,channelSlope=0.0001,
                    manningRoughness=0.01,riverLength=100)
simulation<-list(start='2000-01-01',end='2000-01-04',by=3600)

reachRouting(inflow,routingMethod[1],routingParams,simulation)
reachRouting(inflow,routingMethod[2],routingParams,simulation)

base function for class of `reachRouting`

Description

function for flood routing using Muskingum and muskingum-cunge techniques.

Usage

## S3 method for class 'base'
reachRouting(inflow,routingMethod,
             routingParams,simulation)
## S3 method for class 'base'
reachRouting(inflow,routingMethod,
             routingParams,simulation)

Arguments

inflow

a vector of runoff (cms) or an object inherited from any of the following classes :transform ; reachRouting ; reservoirRouting.

routingMethod

a string: the type of channel routing method: "muskingum" or "muskingumcunge". default to "muskingum"

routingParams

a list : parameters associated to the routingMethod:

k and x for "muskingum",
bedWith (m), sideSlope (m/m), channelSlope (m/m), manningRoughness, riverLength (Km) for "muskingumcunge"

simulation

a list of simulation time and dates as below:

start: the date which simulation starts, must be in 'YYYY-MM-DD' format
start: the date which simulation ends, must be in 'YYYY-MM-DD' format
by: the interval of each steps in seconds

Value

a data.frame: including inflow time series routing resaults and simulation details

Author(s)

Rezgar Arabzadeh

References

Chow, V. T., Maidment, D. R., & Mays, L. W. (1988). Applied hydrology.

default function for class of `reachRouting`

Description

function for flood routing in channels using Muskingum and muskingum-cunge techniques.

Usage

## Default S3 method:
reachRouting(inflow,routingMethod="muskingum",
             routingParams=list(k=3,
                                x=0.2,
                                bedWith=NULL,
                                sideSlope=2,
                                channelSlope=NULL,
                                manningRoughness=0.025,
                                riverLength=NULL),
             simulation=list(start=NULL,end=NULL,by=NULL))
## Default S3 method:
reachRouting(inflow,routingMethod="muskingum",
             routingParams=list(k=3,
                                x=0.2,
                                bedWith=NULL,
                                sideSlope=2,
                                channelSlope=NULL,
                                manningRoughness=0.025,
                                riverLength=NULL),
             simulation=list(start=NULL,end=NULL,by=NULL))

Arguments

inflow

a vector of runoff (cms) or an object inherited from any of the following classes :transform ; reachRouting ; reservoirRouting.

routingMethod

a string: the type of channel routing method: "muskingum" or "muskingumcunge". default to "muskingum"

routingParams

a list : parameters associated to the routingMethod:

k and x for "muskingum",
bedWith (m), sideSlope (m/m), channelSlope (m/m), manningRoughness, riverLength (Km) for "muskingumcunge"

simulation

a list of simulation time and dates as below:

start: the date which simulation starts, must be in 'YYYY-MM-DD' format
start: the date which simulation ends, must be in 'YYYY-MM-DD' format
by: the interval of each steps in seconds

Value

a list: including inflow time series routing resaults and simulation details

Author(s)

Rezgar Arabzadeh

References

Chow, V. T., Maidment, D. R., & Mays, L. W. (1988). Applied hydrology.

reservoir routing

Description

function for routing flood through a reservoir using classical Muskingum technique

Usage

reservoirRouting(inflow,geometry,initialStorage,simulation)
reservoirRouting(inflow,geometry,initialStorage,simulation)

Arguments

inflow

a vector of in (cms) presenting a runoff event generated by excess rainfall computed by loss methods or an object inherited from any of the following classes :transform ; reachRouting ; reservoirRouting.

geometry

a list of geometric specifications of the reservoir:

storageElevationCurve: a data frame: a data frame at which its first collumn includes height (masl) and second collums presents equivalant volume to the height at first collumn (MCM)
dischargeElevationCurve: a data frame: a data frame at which its first collumn includes height (masl) and second collums presents equivalant discharge rate to the height at first collumn (cms)
storage: the maximum volume of reservoir capacity (MCM)

initialStorage

(optional) the initial storage of reservoir at the first time step of simulation (MCM). default to the capacity.

simulation

a list of simulation time and dates as below:

start: the date which simulation starts, must be in 'YYYY-MM-DD' format
start: the date which simulation ends, must be in 'YYYY-MM-DD' format
by: the interval of each steps in seconds

Value

a data.frame: including inflow time series and routing resaults

Author(s)

Rezgar Arabzadeh

References

Chow, V. T., Maidment, D. R., & Mays, L. W. (1988). Applied hydrology.

Examples

inflow<-sin(seq(0,pi,length.out=50))*1000
storageElevationCurve<-data.frame(s=0:49*2,h=100:149)
dischargeElevationCurve<-data.frame(q=0:9*250,h=140:149)
geometry<-list(storageElevationCurve=storageElevationCurve,
               dischargeElevationCurve=dischargeElevationCurve,
               capacity=80)
simulation<-list(start='2000-01-01',end='2000-01-05',by=1800)
reservoir_sim<-reservoirRouting(inflow=inflow,
                                geometry=geometry, 
                                simulation=simulation)
plot(reservoir_sim$operation[,1],typ="o",
     ylab="Discharge rate (cms)",
     xlab="Time step")
lines(reservoir_sim$operation[,3],col=2)
inflow<-sin(seq(0,pi,length.out=50))*1000
storageElevationCurve<-data.frame(s=0:49*2,h=100:149)
dischargeElevationCurve<-data.frame(q=0:9*250,h=140:149)
geometry<-list(storageElevationCurve=storageElevationCurve,
               dischargeElevationCurve=dischargeElevationCurve,
               capacity=80)
simulation<-list(start='2000-01-01',end='2000-01-05',by=1800)
reservoir_sim<-reservoirRouting(inflow=inflow,
                                geometry=geometry, 
                                simulation=simulation)
plot(reservoir_sim$operation[,1],typ="o",
     ylab="Discharge rate (cms)",
     xlab="Time step")
lines(reservoir_sim$operation[,3],col=2)

base function for class of `reservoirRouting`

Description

function for routing flood through a reservoir using classical Muskingum technique

Usage

## S3 method for class 'base'
reservoirRouting(inflow, geometry,initialStorage,simulation)
## S3 method for class 'base'
reservoirRouting(inflow, geometry,initialStorage,simulation)

Arguments

inflow

geometry

a list of geometric specifications of the reservoir:

storageElevationCurve: a data frame: a data frame at which its first collumn includes height (masl) and second collums presents equivalant volume to the height at first collumn (MCM)
dischargeElevationCurve: a data frame: a data frame at which its first collumn includes height (masl) and second collums presents equivalant discharge rate to the height at first collumn (cms)
storage: the maximum volume of reservoir capacity (MCM)

initialStorage

(optional) the initial storage of reservoir at the first time step of simulation (MCM). default to the capacity.

simulation

a list of simulation time and dates as below:

start: the date which simulation starts, must be in 'YYYY-MM-DD' format
start: the date which simulation ends, must be in 'YYYY-MM-DD' format
by: the interval of each steps in seconds

Value

a data.frame: including inflow time series and routing resaults

Author(s)

Rezgar Arabzadeh

References

Chow, V. T., Maidment, D. R., & Mays, L. W. (1988). Applied hydrology.

default function for class of `reservoirRouting`

Description

function for routing flood through a reservoir using classical Muskingum technique

Usage

## Default S3 method:
reservoirRouting(inflow,
               geometry=list(storageElevationCurve=NULL,
                             dischargeElevationCurve=NULL,
                             capacity=NULL),
               initialStorage=NA,
               simulation=list(start=NULL,end=NULL,by=NULL))
## Default S3 method:
reservoirRouting(inflow,
               geometry=list(storageElevationCurve=NULL,
                             dischargeElevationCurve=NULL,
                             capacity=NULL),
               initialStorage=NA,
               simulation=list(start=NULL,end=NULL,by=NULL))

Arguments

inflow

geometry

a list of geometric specifications of the reservoir:

storageElevationCurve: a data frame: a data frame at which its first collumn includes height (masl) and second collums presents equivalant volume to the height at first collumn (MCM)
dischargeElevationCurve: a data frame: a data frame at which its first collumn includes height (masl) and second collums presents equivalant discharge rate to the height at first collumn (cms)
storage: the maximum volume of reservoir capacity (MCM)

initialStorage

(optional) the initial storage of reservoir at the first time step of simulation (MCM). default to the capacity.

simulation

a list of simulation time and dates as below:

start: the date which simulation starts, must be in 'YYYY-MM-DD' format
start: the date which simulation ends, must be in 'YYYY-MM-DD' format
by: the interval of each steps in seconds

Value

a data.frame: including inflow time series and routing resaults

Author(s)

Rezgar Arabzadeh

References

Chow, V. T., Maidment, D. R., & Mays, L. W. (1988). Applied hydrology.

RHMS objects connector

Description

this function connects a base object as a either of: 'downstream' or 'divertTo' to a target object, which are both instantiated by RHMS constructors.

Usage

set.as(base,target,type='downstream')
set.as(base,target,type='downstream')

Arguments

base

An object; from either of classes of createReservoir, createJunction, createDiversion, createSubbasin, or createReach

target

An object; from either of classes of createReservoir, createJunction, createDiversion, createSubbasin, or createReach

type

the type of base object to be set as to the target object: 'downstream', or 'divertTo'

Value

an object from class of target object.

Author(s)

Rezgar Arabzadeh

RHMS simulation function

Description

simulates an object inherited form class of createBasin

Usage

sim(object)
sim(object)

Arguments

object

an object from class of createBasin

Value

a list: the same as objects inherited from class of createBasin

Author(s)

Rezgar Arabzadeh

References

NRCS, U. (1986). Urban hydrology for small watersheds-Technical Release 55 (TR55). Water Resources Learning Center. Washington DC.

Chow, V. T., Maidment, D. R., & Mays, L. W. (1988). Applied hydrology.

Examples


data(Zaab)
geometry<-list(storageElevationCurve=Zaab[[1]]$Kanisib$storageElevationCurve,
               dischargeElevationCurve=Zaab[[1]]$Kanisib$dischargeElevationCurve,
               capacity=Zaab[[1]]$Kanisib$capacity)
KanisibDam<-createReservoir(name="Kanisib", geometry=geometry,
                            initialStorage=geometry$capacity)
R1<-createReach(name="Reach 1",downstream=KanisibDam)
J1<-createJunction(name="Junction 1",downstream=R1)
R2<-createReach(name="Reach 2",downstream=J1)
R3<-createReach(name="Reach 3",downstream=J1)
J2<-createJunction(name="Junction 1",downstream=R2)
R4<-createReach(name="Reach 4",downstream=J2)
R5<-createReach(name="Reach 5",downstream=J2)
geometry<-list(storageElevationCurve=Zaab[[1]]$Gordebin$storageElevationCurve,
               dischargeElevationCurve=Zaab[[1]]$Gordebin$dischargeElevationCurve,
               capacity=Zaab[[1]]$Gordebin$capacity)
GordebinDam<-createReservoir(name="Gordebin", geometry=geometry,
                             initialStorage=geometry$capacity,downstream=R4)
R6<-createReach(name="Reach 6",downstream=GordebinDam)
Zangabad<-createSubbasin(name="Zangabad",
                         precipitation=Zaab[[2]]$zangabad,
                         Area=338.2,
                         downstream=R6,
                         lossMethod="SCS",
                         transformParams=list(Tlag=4),
                         lossParams=list(CN=70))
geometry<-list(storageElevationCurve=Zaab[[1]]$Silveh$storageElevationCurve,
               dischargeElevationCurve=Zaab[[1]]$Silveh$dischargeElevationCurve,
               capacity=Zaab[[1]]$Silveh$capacity)
SilvehDam<-createReservoir(name="Silveh", geometry=geometry,
                           initialStorage=geometry$capacity,downstream=R5)
R7<-createReach(name="Reach 7",downstream=SilvehDam)
Darbekaykhaneh<-createSubbasin(name="Darbekaykhaneh",
                         precipitation=Zaab[[2]]$darbekaykhaneh,
                         Area=338.8,
                         downstream=R7,
                         lossMethod="SCS",
                         transformParams=list(Tlag=3),
                         lossParams=list(CN=65))
D1<-createDiversion(name="Diversion 1",downstream=R3,
                    divertTo=SilvehDam,capacity=100)
R8<-createReach(name="Reach 8",downstream=D1)
Pardanan<-createSubbasin(name="Pardanan",
                         precipitation=Zaab[[2]]$pardanan,
                         Area=200.1,
                         downstream=R8,
                         lossMethod="SCS",
                         transformParams=list(Tlag=2),
                         lossParams=list(CN=75))
ZaabRB<-createBasin(name="Zaab",
                    simulation=list(start='2000-01-01', 
                                    end  ='2000-01-15',
                                    by   =3600))
ZaabRB<-addObjectToBasin(R1,ZaabRB)
ZaabRB<-addObjectToBasin(R2,ZaabRB)
ZaabRB<-addObjectToBasin(R3,ZaabRB)
ZaabRB<-addObjectToBasin(R4,ZaabRB)
ZaabRB<-addObjectToBasin(R5,ZaabRB)
ZaabRB<-addObjectToBasin(R6,ZaabRB)
ZaabRB<-addObjectToBasin(R7,ZaabRB)
ZaabRB<-addObjectToBasin(R8,ZaabRB)
ZaabRB<-addObjectToBasin(J1,ZaabRB)
ZaabRB<-addObjectToBasin(J2,ZaabRB)
ZaabRB<-addObjectToBasin(D1,ZaabRB)
ZaabRB<-addObjectToBasin(SilvehDam,ZaabRB)
ZaabRB<-addObjectToBasin(GordebinDam,ZaabRB)
ZaabRB<-addObjectToBasin(KanisibDam,ZaabRB)
ZaabRB<-addObjectToBasin(Pardanan,ZaabRB)
ZaabRB<-addObjectToBasin(Zangabad,ZaabRB)
ZaabRB<-addObjectToBasin(Darbekaykhaneh,ZaabRB)

## Not run: 
plot(ZaabRB)

plot(sim(ZaabRB))

## End(Not run)
data(Zaab)
geometry<-list(storageElevationCurve=Zaab[[1]]$Kanisib$storageElevationCurve,
               dischargeElevationCurve=Zaab[[1]]$Kanisib$dischargeElevationCurve,
               capacity=Zaab[[1]]$Kanisib$capacity)
KanisibDam<-createReservoir(name="Kanisib", geometry=geometry,
                            initialStorage=geometry$capacity)
R1<-createReach(name="Reach 1",downstream=KanisibDam)
J1<-createJunction(name="Junction 1",downstream=R1)
R2<-createReach(name="Reach 2",downstream=J1)
R3<-createReach(name="Reach 3",downstream=J1)
J2<-createJunction(name="Junction 1",downstream=R2)
R4<-createReach(name="Reach 4",downstream=J2)
R5<-createReach(name="Reach 5",downstream=J2)
geometry<-list(storageElevationCurve=Zaab[[1]]$Gordebin$storageElevationCurve,
               dischargeElevationCurve=Zaab[[1]]$Gordebin$dischargeElevationCurve,
               capacity=Zaab[[1]]$Gordebin$capacity)
GordebinDam<-createReservoir(name="Gordebin", geometry=geometry,
                             initialStorage=geometry$capacity,downstream=R4)
R6<-createReach(name="Reach 6",downstream=GordebinDam)
Zangabad<-createSubbasin(name="Zangabad",
                         precipitation=Zaab[[2]]$zangabad,
                         Area=338.2,
                         downstream=R6,
                         lossMethod="SCS",
                         transformParams=list(Tlag=4),
                         lossParams=list(CN=70))
geometry<-list(storageElevationCurve=Zaab[[1]]$Silveh$storageElevationCurve,
               dischargeElevationCurve=Zaab[[1]]$Silveh$dischargeElevationCurve,
               capacity=Zaab[[1]]$Silveh$capacity)
SilvehDam<-createReservoir(name="Silveh", geometry=geometry,
                           initialStorage=geometry$capacity,downstream=R5)
R7<-createReach(name="Reach 7",downstream=SilvehDam)
Darbekaykhaneh<-createSubbasin(name="Darbekaykhaneh",
                         precipitation=Zaab[[2]]$darbekaykhaneh,
                         Area=338.8,
                         downstream=R7,
                         lossMethod="SCS",
                         transformParams=list(Tlag=3),
                         lossParams=list(CN=65))
D1<-createDiversion(name="Diversion 1",downstream=R3,
                    divertTo=SilvehDam,capacity=100)
R8<-createReach(name="Reach 8",downstream=D1)
Pardanan<-createSubbasin(name="Pardanan",
                         precipitation=Zaab[[2]]$pardanan,
                         Area=200.1,
                         downstream=R8,
                         lossMethod="SCS",
                         transformParams=list(Tlag=2),
                         lossParams=list(CN=75))
ZaabRB<-createBasin(name="Zaab",
                    simulation=list(start='2000-01-01', 
                                    end  ='2000-01-15',
                                    by   =3600))
ZaabRB<-addObjectToBasin(R1,ZaabRB)
ZaabRB<-addObjectToBasin(R2,ZaabRB)
ZaabRB<-addObjectToBasin(R3,ZaabRB)
ZaabRB<-addObjectToBasin(R4,ZaabRB)
ZaabRB<-addObjectToBasin(R5,ZaabRB)
ZaabRB<-addObjectToBasin(R6,ZaabRB)
ZaabRB<-addObjectToBasin(R7,ZaabRB)
ZaabRB<-addObjectToBasin(R8,ZaabRB)
ZaabRB<-addObjectToBasin(J1,ZaabRB)
ZaabRB<-addObjectToBasin(J2,ZaabRB)
ZaabRB<-addObjectToBasin(D1,ZaabRB)
ZaabRB<-addObjectToBasin(SilvehDam,ZaabRB)
ZaabRB<-addObjectToBasin(GordebinDam,ZaabRB)
ZaabRB<-addObjectToBasin(KanisibDam,ZaabRB)
ZaabRB<-addObjectToBasin(Pardanan,ZaabRB)
ZaabRB<-addObjectToBasin(Zangabad,ZaabRB)
ZaabRB<-addObjectToBasin(Darbekaykhaneh,ZaabRB)

## Not run: 
plot(ZaabRB)

plot(sim(ZaabRB))

## End(Not run)

base function for class of `sim`

Description

simulates an object inherited form class of createBasin

Usage

## S3 method for class 'base'
sim(object)
## S3 method for class 'base'
sim(object)

Arguments

object

an object from class of createBasin

Author(s)

Rezgar Arabzadeh

default function for class of `sim`

Description

simulates an object inherited form class of createBasin

Usage

## Default S3 method:
sim(object)
## Default S3 method:
sim(object)

Arguments

object

an object from class of createBasin

Author(s)

Rezgar Arabzadeh

summary method for RHMS objects

Description

summary method for objects inherited from class of sim

Usage

## S3 method for class 'sim'
summary(object,...)

## S3 method for class 'sim'
summary(object,...)

Arguments

object

an object from class of sim

...

other objects that can be passed to summary function

Value

a matrix: including inflow and outflow volumes and peaks rates respectively

Author(s)

Rezgar Arabzadeh

Transforms a rainfall event to runoff

Description

This function transforms an excess rainfall event to a direct runoff hydorgraph.

Usage

transform(rainfall,transformMethod,transformParams,Area,UH,simulation)
transform(rainfall,transformMethod,transformParams,Area,UH,simulation)

Arguments

rainfall

an object inherited from loss function

transformMethod

a string: the type of transformation method. available types: "SCS", "snyder", and "user". default to "SCS"

transformParams

a list of parameters associated to the selcted type of transformMethod:

Tlag for "SCS" method
Ct, Cp, L, and Lc for "snyder" method

Area

the area of drainage basin (Km^2)

UH

a data.frame: must be provided when transformMethod is set to "user". UH is the ordinates of a user defined UH by the which its first collumn is time (Hr) and the second collumn includes flow rates (cms)

simulation

a list of simulation time and dates as below:

start: the date which simulation starts, must be in 'YYYY-MM-DD' format
start: the date which simulation ends, must be in 'YYYY-MM-DD' format
by: the interval of each steps in seconds

Value

Hydrogaph of direct runoff

Author(s)

Rezgar Arabzadeh

Examples

Area=200
lossMethod<-"SCS"
lossParams<-list(CN=65)
transformMethod<-c("snyder","SCS","user")
simulation<-list(start='2000-01-01',end='2000-01-7',by=7200)
precipitation<-sin(seq(0.1,pi-0.1,length.out=10))*20
transformParams=list(Tlag=4,Cp=0.15,Ct=2,L=100,Lc=15)
UH<-data.frame(t=1:20,q=sin(seq(0,pi,length.out=20))*1)

SCS_loss<-loss(precipitation,lossMethod,lossParams)

snyder_transformation<-transform(rainfall=SCS_loss,
                                 transformMethod=transformMethod[1],
                                 transformParams,Area,UH=NA,simulation)
SCS_transformation   <-transform(rainfall=SCS_loss,
                                 transformMethod=transformMethod[2],
                                 transformParams,Area,UH=NA,simulation)
user_transformation  <-transform(rainfall=SCS_loss,
                                 transformMethod=transformMethod[3],
                                 transformParams,Area,UH,simulation)
Area=200
lossMethod<-"SCS"
lossParams<-list(CN=65)
transformMethod<-c("snyder","SCS","user")
simulation<-list(start='2000-01-01',end='2000-01-7',by=7200)
precipitation<-sin(seq(0.1,pi-0.1,length.out=10))*20
transformParams=list(Tlag=4,Cp=0.15,Ct=2,L=100,Lc=15)
UH<-data.frame(t=1:20,q=sin(seq(0,pi,length.out=20))*1)

SCS_loss<-loss(precipitation,lossMethod,lossParams)

snyder_transformation<-transform(rainfall=SCS_loss,
                                 transformMethod=transformMethod[1],
                                 transformParams,Area,UH=NA,simulation)
SCS_transformation   <-transform(rainfall=SCS_loss,
                                 transformMethod=transformMethod[2],
                                 transformParams,Area,UH=NA,simulation)
user_transformation  <-transform(rainfall=SCS_loss,
                                 transformMethod=transformMethod[3],
                                 transformParams,Area,UH,simulation)

base function for class of `transform`

Description

This function transforms an excess rainfall event to a direct runoff hydorgraph.

Usage

## S3 method for class 'base'
transform(rainfall,transformMethod,transformParams,Area,UH,simulation)
## S3 method for class 'base'
transform(rainfall,transformMethod,transformParams,Area,UH,simulation)

Arguments

rainfall

an object inherited from loss function

transformMethod

a string: the type of transformation method. available types: "SCS", "snyder", and "user". default to "SCS"

transformParams

a list of parameters associated to the selcted type of transformMethod:

Tlag for "SCS" method
Ct, Cp, L, and Lc for "snyder" method

Area

the area of drainage basin (Km^2)

UH

simulation

a list of simulation time and dates as below:

start: the date which simulation starts, must be in 'YYYY-MM-DD' format
start: the date which simulation ends, must be in 'YYYY-MM-DD' format
by: the interval of each steps in seconds

Value

Hydrogaph of direct runoff

Author(s)

Rezgar Arabzadeh

default function for class of `transform`

Description

This function transforms an excess rainfall event to a direct runoff hydorgraph.

Usage

## Default S3 method:
transform(rainfall,transformMethod='SCS',
         transformParams=list(Tlag=NULL,
                              Cp  =NULL,
                              Ct  =NULL,
                              L   =NULL,
                              Lc  =NULL),
         Area,UH=NA,
         simulation=list(start=NULL,end=NULL,by=NULL))

## Default S3 method:
transform(rainfall,transformMethod='SCS',
         transformParams=list(Tlag=NULL,
                              Cp  =NULL,
                              Ct  =NULL,
                              L   =NULL,
                              Lc  =NULL),
         Area,UH=NA,
         simulation=list(start=NULL,end=NULL,by=NULL))

Arguments

rainfall

an object inherited from loss function

transformMethod

a string: the type of transformation method. available types: "SCS", "snyder", and "user". default to "SCS"

transformParams

a list of parameters associated to the selcted type of transformMethod:

Tlag for "SCS" method
Ct, Cp, L, and Lc for "snyder" method

Area

the area of drainage basin (Km^2)

UH

simulation

a list of simulation time and dates as below:

start: the date which simulation starts, must be in 'YYYY-MM-DD' format
start: the date which simulation ends, must be in 'YYYY-MM-DD' format
by: the interval of each steps in seconds

Value

Hydrogaph of direct runoff

Author(s)

Rezgar Arabzadeh

tunning an RHMS model

Description

a function for tunning an RHMS model based on a set of observed time series, using particle swarm optimization

Usage


tune(object,targetObject,decisionObjects,
     observationTS,delay=0,
     transformBandWith=list(ct=c(1  , 2.5),
                            cp=c(0.1, 0.3),
                            cn=c(25 , 85 ),
                            k =c(0.1, 2 )),
     routingBandWith=list(manning = c(0.0001, 0.1),
                          x       = c(0.2   , 0.6), 
                          k       = c(1     , 5 )),
     maxiter=NA,update=FALSE,plot=FALSE)
tune(object,targetObject,decisionObjects,
     observationTS,delay=0,
     transformBandWith=list(ct=c(1  , 2.5),
                            cp=c(0.1, 0.3),
                            cn=c(25 , 85 ),
                            k =c(0.1, 2 )),
     routingBandWith=list(manning = c(0.0001, 0.1),
                          x       = c(0.2   , 0.6), 
                          k       = c(1     , 5 )),
     maxiter=NA,update=FALSE,plot=FALSE)

Arguments

object

an object from class of createBasin

targetObject

an object from either of classes: createDiversion, createReservoir, createSubbasin, createJunction, createReach associated to the observationTS

decisionObjects

A list of objects, also, already existing in the object which their parameters needed to be optimized. They objects must be from either of classes: createSubbasin, createReach

observationTS

a vector: an observed flow time series (cms)

delay

(optional) an integer presenting the number of time steps to delay observationTS time series

transformBandWith

an list: a list of vector(s), including upper and lower limit of parameters of tansformation methods. Each parameter search domain is set as a two-value vector, whose first element indicates lower limit and second elemnt is upper limit.

Ct=[1, 2.5] and Cp=[0.1, 0.3] are parameters for "Snyder" Unit Hydrograph (SUH)
cn=[25, 85] curve number for "SCS" loss method
k for "horton" loss method

routingBandWith

an list: a list of vector(s), including upper and lower limit of parameters of routing methods. Each parameter search domain is set as a two-value vector, whose first element indicates lower limit and second elemnt is upper limit.

manning=[0.0001, 0.1] is a parameter used "muskingumcunge" method
x = [0.2, 0.6] and k=[1, 5] belong to "muskingum" channel routing method

maxiter

(optional) an integer: maximum number of iterations. default to the square of dimension of decision variables

plot

(optional) logical: plots the optimization results

update

(optional) logical: If FALSE, the optimized parameter(s) are returned,If TRUE, the calibrated object from class of createBasin is returned

Value

a vector of tunned parameters or an object from class of createBasin

Author(s)

Rezgar Arabzadeh

References

Kennedy, J. (1997). "The particle swarm: social adaptation of knowledge". Proceedings of IEEE International Conference on Evolutionary Computation. pp. 303-308

Examples


J1<-createJunction (name="J1")
R1<-createReach(name="R1",routingMethod="muskingum",
                routingParams=list(k=3,x=0.2),
                downstream=J1)
R2<-createReach(name="R2",routingMethod="muskingumcunge",
                routingParams=list(bedWith=50,
                                   sideSlope=2,
                                   channelSlope=0.0005,
                                   manningRoughness=0.025,
                                   riverLength=100),
                downstream=J1)
S1<-createSubbasin(name = "S1", 
                   precipitation=sin(seq(0,pi,length.out=20))*40,
                   Area=100,downstream=R1,
                   transformMethod="SCS",lossMethod="SCS",
                   transformParams=list(Tlag=4),lossParams=list(CN=60))
S2<-createSubbasin(name = "S2", 
                   precipitation=sin(seq(0,pi,length.out=20))*30,
                   Area=300,downstream=R2,
                   transformMethod="snyder",lossMethod="horton",
                   transformParams=list(Cp=0.17,Ct=2,L=30,Lc=15),
                   lossParams=list(f0=10,f1=4,k=1))

basin1<-createBasin(name = "Ghezil_Ozan",
                    simulation=list(start='2000-01-01',
                                    end  ='2000-01-05',
                                    by   =3600))
basin1<-addObjectToBasin(S1, basin1)
basin1<-addObjectToBasin(S2, basin1)
basin1<-addObjectToBasin(R1, basin1)
basin1<-addObjectToBasin(R2, basin1)
basin1<-addObjectToBasin(J1, basin1)

## Not run: plot(basin1)

simulated<-sim(basin1)
plot(simulated)
observationTS1<-simulated$operation$junctions[[1]]$outflo[,1]
set.seed(1)
observationTS1<-observationTS1+rnorm(length(observationTS1),0,25)
y<-observationTS1; x<-1:length(observationTS1)
observationTS1<-predict(loess(y~x),x)
observationTS1[which(observationTS1<0)]<-0
observationTS<-observationTS1
plot(simulated$operation$junctions[[1]]$outflow[,1],typ='o',ylab='flow rate (cms)',xlab='time step')
lines(observationTS,col=2)

transformBandWith=list(ct=c(1  ,2.5),
                       cp=c(0.1,0.3),
                       cn=c(25 ,85) ,
                       k =c(0.1,2))
routingBandWith=list(maning = c(0.0001,0.1), 
                     x      = c(0.2   ,0.6),
                     k      = c(1     ,5))
targetObject<-J1
decisionObjects<-list(R1,R2,S1,S2)
## Not run: 
tune(object=basin1, 
     targetObject=targetObject,
     decisionObjects=decisionObjects,
     observationTS=observationTS,
     routingBandWith=routingBandWith,
     transformBandWith=transformBandWith,
     plot=TRUE)

## End(Not run)
J1<-createJunction (name="J1")
R1<-createReach(name="R1",routingMethod="muskingum",
                routingParams=list(k=3,x=0.2),
                downstream=J1)
R2<-createReach(name="R2",routingMethod="muskingumcunge",
                routingParams=list(bedWith=50,
                                   sideSlope=2,
                                   channelSlope=0.0005,
                                   manningRoughness=0.025,
                                   riverLength=100),
                downstream=J1)
S1<-createSubbasin(name = "S1", 
                   precipitation=sin(seq(0,pi,length.out=20))*40,
                   Area=100,downstream=R1,
                   transformMethod="SCS",lossMethod="SCS",
                   transformParams=list(Tlag=4),lossParams=list(CN=60))
S2<-createSubbasin(name = "S2", 
                   precipitation=sin(seq(0,pi,length.out=20))*30,
                   Area=300,downstream=R2,
                   transformMethod="snyder",lossMethod="horton",
                   transformParams=list(Cp=0.17,Ct=2,L=30,Lc=15),
                   lossParams=list(f0=10,f1=4,k=1))

basin1<-createBasin(name = "Ghezil_Ozan",
                    simulation=list(start='2000-01-01',
                                    end  ='2000-01-05',
                                    by   =3600))
basin1<-addObjectToBasin(S1, basin1)
basin1<-addObjectToBasin(S2, basin1)
basin1<-addObjectToBasin(R1, basin1)
basin1<-addObjectToBasin(R2, basin1)
basin1<-addObjectToBasin(J1, basin1)

## Not run: plot(basin1)

simulated<-sim(basin1)
plot(simulated)
observationTS1<-simulated$operation$junctions[[1]]$outflo[,1]
set.seed(1)
observationTS1<-observationTS1+rnorm(length(observationTS1),0,25)
y<-observationTS1; x<-1:length(observationTS1)
observationTS1<-predict(loess(y~x),x)
observationTS1[which(observationTS1<0)]<-0
observationTS<-observationTS1
plot(simulated$operation$junctions[[1]]$outflow[,1],typ='o',ylab='flow rate (cms)',xlab='time step')
lines(observationTS,col=2)

transformBandWith=list(ct=c(1  ,2.5),
                       cp=c(0.1,0.3),
                       cn=c(25 ,85) ,
                       k =c(0.1,2))
routingBandWith=list(maning = c(0.0001,0.1), 
                     x      = c(0.2   ,0.6),
                     k      = c(1     ,5))
targetObject<-J1
decisionObjects<-list(R1,R2,S1,S2)
## Not run: 
tune(object=basin1, 
     targetObject=targetObject,
     decisionObjects=decisionObjects,
     observationTS=observationTS,
     routingBandWith=routingBandWith,
     transformBandWith=transformBandWith,
     plot=TRUE)

## End(Not run)

datasets for Zaab subbasin, a subbasin in Kurdistan, Iran.

Description

an object inherited from class of createBasin. including features, of a sub-basin in Kurditan known as Zaab, such as: reservoirs, reachs, subbasins, and junctions.

Usage

data(Zaab)data(Zaab)

Source

Iran Water Resources Management Company (2015)

Examples

data(Zaab)
data(Zaab)

Package 'RHMS'

Help Index

Hydrologic Modelling System for R Users

Description

Details

Author(s)

References

See Also

computes surface and canopy abstractions

Description

Usage

Arguments

Value

Author(s)

See Also

Examples

base function for class of abstraction

Description

Usage

Arguments

Value

Author(s)

See Also

default function for class of abstraction

Description

Usage

Arguments

Value

Author(s)

See Also

adds an object to basin

Description

Usage

Arguments

Value

Author(s)

See Also

Examples

Parametric methods for separating baseflow

Description

Usage

Arguments

Value

Author(s)

References

See Also

Examples

base function for class of baseFlowSeparation

Description

Usage

Arguments

Value

Author(s)

See Also

default function for class of baseFlowSeparation

Description

Usage

Arguments

Value

Author(s)

See Also

creates a basin

Description

Usage

Arguments

Value

Author(s)

See Also

base function for class of createBasin

Description

Usage

Arguments

Value

Author(s)

See Also

default function for class of createBasin

Description

Usage

Arguments

Value

base function for class of `abstraction`

default function for class of `abstraction`

base function for class of `baseFlowSeparation`

default function for class of `baseFlowSeparation`

base function for class of `createBasin`

default function for class of `createBasin`

base function for class of `createDiversion`

default function for class of `createDiversion`

base function for class of `createJunction`

default function for class of `createJunction`

base function for class of `createReach`

default function for class of `createReach`