baseFlowSeparation: Parametric methods for separating baseflow
In RHMS: Hydrologic Modelling System for R Users
Description
Usage
Arguments
Value
Author(s)
References
See Also
Examples
View source: R/baseFlowSeparation.R
Description
This function calculates baseflow for a given time series, discharge, using a number of method stated in BFSMethod.
Usage
1
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.
See Also
Examples
1
2
3
4
5
6
7
8
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)
Example output
Loading required package: pso
Loading required package: Hmisc
Loading required package: lattice
Loading required package: survival
Loading required package: Formula
Loading required package: ggplot2
Attaching package: 'Hmisc'
The following objects are masked from 'package:base':
format.pval, units
Loading required package: network
network: Classes for Relational Data
Version 1.15 created on 2019-04-01.
copyright (c) 2005, Carter T. Butts, University of California-Irvine
Mark S. Handcock, University of California -- Los Angeles
David R. Hunter, Penn State University
Martina Morris, University of Washington
Skye Bender-deMoll, University of Washington
For citation information, type citation("network").
Type help("network-package") to get started.
Attaching package: 'network'
The following object is masked from 'package:Hmisc':
is.discrete
Loading required package: GGally
Attaching package: 'RHMS'
The following objects are masked from 'package:base':
transform, transform.default
$operation
discharge baseflow R
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$call
baseFlowSeparation.default(discharge = discharge, BFSMethod = BFSMethod[1],
BFSParams = BFSParams, plot = TRUE)
attr(,"class")
[1] "baseFlowSeparation"
$operation
discharge baseflow R
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$call
baseFlowSeparation.default(discharge = discharge, BFSMethod = BFSMethod[2],
BFSParams = BFSParams, plot = TRUE)
attr(,"class")
[1] "baseFlowSeparation"
$operation
discharge baseflow R
Step: 1 12.50538 12.505380 0.000000
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Step: 3 15.08408 6.518236 8.565845
Step: 4 16.53576 5.758475 10.777280
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Step: 163 578.77684 181.146721 397.630119
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$call
baseFlowSeparation.default(discharge = discharge, BFSMethod = BFSMethod[3],
BFSParams = BFSParams, plot = TRUE)
attr(,"class")
[1] "baseFlowSeparation"
$operation
discharge baseflow R
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Step: 2 13.74284 13.74284 0.000000
Step: 3 15.08408 15.08408 0.000000
Step: 4 16.53576 16.53576 0.000000
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$call
baseFlowSeparation.default(discharge = discharge, BFSMethod = BFSMethod[4],
BFSParams = BFSParams, plot = TRUE)
attr(,"class")
[1] "baseFlowSeparation"
RHMS documentation built on Sept. 27, 2021, 5:06 p.m.
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Description Usage Arguments Value Author(s) References See Also Examples
View source: R/baseFlowSeparation.R
Description
This function calculates baseflow for a given time series, discharge, using a number of method stated in BFSMethod.
Usage
1 | baseFlowSeparation(discharge,BFSMethod,BFSParams,plot)
|
Arguments
discharge |
a vector of flow time series (cms) or an object inherited from class of |
BFSMethod |
a string: The method of base flow separation. Available methods: |
BFSParams |
a list including parameters associated with the method coerced in
|
plot |
(optional) logical statement to plot the result or not. default to |
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.
See Also
Examples
1 2 3 4 5 6 7 8 | 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)
|
Example output
Loading required package: pso
Loading required package: Hmisc
Loading required package: lattice
Loading required package: survival
Loading required package: Formula
Loading required package: ggplot2
Attaching package: 'Hmisc'
The following objects are masked from 'package:base':
format.pval, units
Loading required package: network
network: Classes for Relational Data
Version 1.15 created on 2019-04-01.
copyright (c) 2005, Carter T. Butts, University of California-Irvine
Mark S. Handcock, University of California -- Los Angeles
David R. Hunter, Penn State University
Martina Morris, University of Washington
Skye Bender-deMoll, University of Washington
For citation information, type citation("network").
Type help("network-package") to get started.
Attaching package: 'network'
The following object is masked from 'package:Hmisc':
is.discrete
Loading required package: GGally
Attaching package: 'RHMS'
The following objects are masked from 'package:base':
transform, transform.default
$operation
discharge baseflow R
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$call
baseFlowSeparation.default(discharge = discharge, BFSMethod = BFSMethod[1],
BFSParams = BFSParams, plot = TRUE)
attr(,"class")
[1] "baseFlowSeparation"
$operation
discharge baseflow R
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$call
baseFlowSeparation.default(discharge = discharge, BFSMethod = BFSMethod[2],
BFSParams = BFSParams, plot = TRUE)
attr(,"class")
[1] "baseFlowSeparation"
$operation
discharge baseflow R
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$call
baseFlowSeparation.default(discharge = discharge, BFSMethod = BFSMethod[3],
BFSParams = BFSParams, plot = TRUE)
attr(,"class")
[1] "baseFlowSeparation"
$operation
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$call
baseFlowSeparation.default(discharge = discharge, BFSMethod = BFSMethod[4],
BFSParams = BFSParams, plot = TRUE)
attr(,"class")
[1] "baseFlowSeparation"
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