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HYCAR-Hydro
airGR
Commits
3033b69e
Commit
3033b69e
authored
Jul 14, 2021
by
Delaigue Olivier
Browse files
refactor: index time series before using it
- remove all specific indexations Refs #112
parent
b388a845
Pipeline
#24977
canceled with stages
in 7 minutes and 46 seconds
Changes
1
Pipelines
1
Hide whitespace changes
Inline
Side-by-side
R/plot.OutputsModel.R
View file @
3033b69e
...
...
@@ -15,12 +15,18 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
})
OutputsModel
<-
x
## index time series
if
(
!
is.null
(
IndPeriod_Plot
))
{
if
(
length
(
IndPeriod_Plot
)
==
0
)
{
IndPeriod_Plot
<-
seq_along
(
OutputsModel
$
DatesR
)
}
IndPeriod_Plot
<-
seq_along
(
IndPeriod_Plot
)
OutputsModel
<-
.IndexOutputsModel
(
OutputsModel
,
IndPeriod_Plot
)
Qobs
<-
Qobs
[
IndPeriod_Plot
]
IndPeriod_Plot
<-
seq_along
(
IndPeriod_Plot
)
}
else
{
IndPeriod_Plot
<-
seq_along
(
OutputsModel
$
DatesR
)
}
...
...
@@ -191,9 +197,6 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
# stop("the time step of the model inputs could not be found")
# }
}
if
(
length
(
IndPeriod_Plot
)
==
0
)
{
IndPeriod_Plot
<-
1
:
length
(
OutputsModel
$
DatesR
)
}
if
(
inherits
(
OutputsModel
,
"CemaNeige"
))
{
NLayers
<-
length
(
OutputsModel
$
CemaNeigeLayers
)
}
...
...
@@ -209,12 +212,12 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
}
BOOL_QobsZero
<-
FALSE
if
(
BOOL_Qobs
)
{
SelectQobsNotZero
<-
round
(
Qobs
[
IndPeriod_Plot
]
,
4
)
!=
0
SelectQobsNotZero
<-
round
(
Qobs
,
4
)
!=
0
BOOL_QobsZero
<-
sum
(
!
SelectQobsNotZero
,
na.rm
=
TRUE
)
>
0
}
BOOL_QsimZero
<-
FALSE
if
(
BOOL_Qsim
)
{
SelectQsimNotZero
<-
round
(
OutputsModel
$
Qsim
[
IndPeriod_Plot
]
,
4
)
!=
0
SelectQsimNotZero
<-
round
(
OutputsModel
$
Qsim
,
4
)
!=
0
BOOL_QsimZero
<-
sum
(
!
SelectQsimNotZero
,
na.rm
=
TRUE
)
>
0
}
if
(
BOOL_Qobs
&
!
BOOL_Qsim
)
{
...
...
@@ -310,7 +313,7 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
Xaxis
<-
as.POSIXct
(
OutputsModel
$
DatesR
[
IndPeriod_Plot
]
)
Xaxis
<-
as.POSIXct
(
OutputsModel
$
DatesR
)
if
(
!
is.null
(
BasinArea
))
{
Factor_UNIT_M3S
<-
switch
(
NameTS
,
...
...
@@ -340,7 +343,7 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
mar
<-
c
(
3
,
5
,
1
,
5
)
par
(
new
=
FALSE
,
mar
=
mar
)
ylim1
<-
range
(
OutputsModel
$
Precip
[
IndPeriod_Plot
]
,
na.rm
=
TRUE
)
ylim1
<-
range
(
OutputsModel
$
Precip
,
na.rm
=
TRUE
)
ylim2
<-
ylim1
*
c
(
1.0
,
1.1
)
ylim2
<-
rev
(
ylim2
)
...
...
@@ -348,7 +351,7 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
if
(
NameTS
%in%
c
(
"month"
,
"year"
))
{
lwdP
<-
lwd
*
2
}
plot
(
Xaxis
,
OutputsModel
$
Precip
[
IndPeriod_Plot
]
,
plot
(
Xaxis
,
OutputsModel
$
Precip
,
type
=
"h"
,
xaxt
=
"n"
,
yaxt
=
"n"
,
yaxs
=
"i"
,
ylim
=
ylim2
,
col
=
"royalblue"
,
lwd
=
lwdP
*
lwdk
,
lend
=
1
,
xlab
=
""
,
ylab
=
""
,
...
)
...
...
@@ -359,7 +362,7 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
legend
(
"bottomright"
,
legend
=
c
(
"solid"
,
"liquid"
),
col
=
c
(
"lightblue"
,
"royalblue"
),
lty
=
c
(
1
,
1
),
lwd
=
c
(
lwd
,
lwd
),
bty
=
"o"
,
bg
=
bg
,
box.col
=
bg
,
cex
=
cex.leg
)
points
(
Xaxis
,
PsolLayerMean
[
IndPeriod_Plot
]
,
points
(
Xaxis
,
PsolLayerMean
,
type
=
"h"
,
xaxt
=
"n"
,
yaxt
=
"n"
,
yaxs
=
"i"
,
ylim
=
ylim2
,
col
=
"lightblue"
,
lwd
=
lwdP
*
lwdk
,
lend
=
1
,
xlab
=
""
,
ylab
=
""
,
...
)
...
...
@@ -378,23 +381,23 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
par
(
new
=
FALSE
,
mar
=
mar
)
if
(
!
BOOLPLOT_ActuEvap
)
{
ylim1
<-
range
(
OutputsModel
$
PotEvap
[
IndPeriod_Plot
]
,
na.rm
=
TRUE
)
ylim1
<-
range
(
OutputsModel
$
PotEvap
,
na.rm
=
TRUE
)
xlabE
<-
"pot. evap."
}
else
{
ylim1
<-
range
(
c
(
OutputsModel
$
PotEvap
[
IndPeriod_Plot
]
,
OutputsModel
$
AE
[
IndPeriod_Plot
]
),
ylim1
<-
range
(
c
(
OutputsModel
$
PotEvap
,
OutputsModel
$
AE
),
na.rm
=
TRUE
)
xlabE
<-
"evap."
}
ylim2
<-
ylim1
#* c(1.0, 1.1)
plot
(
Xaxis
,
OutputsModel
$
PotEvap
[
IndPeriod_Plot
]
,
plot
(
Xaxis
,
OutputsModel
$
PotEvap
,
type
=
"l"
,
xaxt
=
"n"
,
yaxt
=
"n"
,
ylim
=
ylim2
,
col
=
"green3"
,
lwd
=
lwd
*
lwdk
,
xlab
=
""
,
ylab
=
""
,
...
)
if
(
BOOLPLOT_ActuEvap
)
{
lines
(
Xaxis
,
OutputsModel
$
AE
[
IndPeriod_Plot
]
,
lines
(
Xaxis
,
OutputsModel
$
AE
,
type
=
"l"
,
xaxt
=
"n"
,
yaxt
=
"n"
,
ylim
=
ylim2
,
col
=
"green4"
,
lwd
=
lwd
*
lwdk
,
lty
=
3
)
legend
(
"topright"
,
legend
=
c
(
"pot."
,
"actu."
),
col
=
c
(
"green3"
,
"green4"
),
...
...
@@ -416,10 +419,10 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
mar
<-
c
(
3
,
5
,
1
,
5
)
par
(
new
=
FALSE
,
mar
=
mar
)
ylim1
<-
range
(
OutputsModel
$
AE
[
IndPeriod_Plot
]
,
na.rm
=
TRUE
)
ylim1
<-
range
(
OutputsModel
$
AE
,
na.rm
=
TRUE
)
ylim2
<-
ylim1
#* c(1.0, 1.1)
plot
(
Xaxis
,
OutputsModel
$
AE
[
IndPeriod_Plot
]
,
plot
(
Xaxis
,
OutputsModel
$
AE
,
type
=
"l"
,
xaxt
=
"n"
,
yaxt
=
"n"
,
ylim
=
ylim2
,
col
=
"green4"
,
lwd
=
lwd
*
lwdk
,
xlab
=
""
,
ylab
=
""
,
...
)
...
...
@@ -448,12 +451,12 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
SnowPackLayerMean
<-
SnowPackLayerMean
+
OutputsModel
$
CemaNeigeLayers
[[
iLayer
]]
$
Temp
/
NLayers
}
}
plot
(
Xaxis
,
SnowPackLayerMean
[
IndPeriod_Plot
]
,
type
=
"n"
,
ylim
=
ylim1
,
xlab
=
""
,
ylab
=
""
,
xaxt
=
"n"
,
yaxt
=
"n"
,
...
)
plot
(
Xaxis
,
SnowPackLayerMean
,
type
=
"n"
,
ylim
=
ylim1
,
xlab
=
""
,
ylab
=
""
,
xaxt
=
"n"
,
yaxt
=
"n"
,
...
)
for
(
iLayer
in
1
:
NLayers
)
{
lines
(
Xaxis
,
OutputsModel
$
CemaNeigeLayers
[[
iLayer
]]
$
Temp
[
IndPeriod_Plot
]
,
lty
=
3
,
col
=
"orchid"
,
lwd
=
lwd
*
lwdk
*
0.8
)
lines
(
Xaxis
,
OutputsModel
$
CemaNeigeLayers
[[
iLayer
]]
$
Temp
,
lty
=
3
,
col
=
"orchid"
,
lwd
=
lwd
*
lwdk
*
0.8
)
}
abline
(
h
=
0
,
col
=
"grey"
,
lty
=
2
)
lines
(
Xaxis
,
SnowPackLayerMean
[
IndPeriod_Plot
]
,
type
=
"l"
,
lwd
=
lwd
*
lwdk
*
1.0
,
col
=
"darkorchid4"
)
lines
(
Xaxis
,
SnowPackLayerMean
,
type
=
"l"
,
lwd
=
lwd
*
lwdk
*
1.0
,
col
=
"darkorchid4"
)
axis
(
side
=
2
,
at
=
pretty
(
ylim1
),
labels
=
pretty
(
ylim1
),
cex.axis
=
cex.axis
,
...
)
mtext
(
side
=
2
,
expression
(
paste
(
"temp. ["
,
degree
,
"C]"
),
sep
=
""
),
padj
=
0.2
,
line
=
line
,
cex
=
cex.lab
)
...
...
@@ -483,9 +486,9 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
SnowPackLayerMean
<-
SnowPackLayerMean
+
OutputsModel
$
CemaNeigeLayers
[[
iLayer
]]
$
SnowPack
/
NLayers
}
}
plot
(
Xaxis
,
SnowPackLayerMean
[
IndPeriod_Plot
]
,
type
=
"l"
,
ylim
=
ylim1
,
lwd
=
lwd
*
lwdk
*
1.2
,
col
=
"royalblue"
,
xlab
=
""
,
ylab
=
""
,
xaxt
=
"n"
,
yaxt
=
"n"
,
...
)
plot
(
Xaxis
,
SnowPackLayerMean
,
type
=
"l"
,
ylim
=
ylim1
,
lwd
=
lwd
*
lwdk
*
1.2
,
col
=
"royalblue"
,
xlab
=
""
,
ylab
=
""
,
xaxt
=
"n"
,
yaxt
=
"n"
,
...
)
for
(
iLayer
in
1
:
NLayers
)
{
lines
(
Xaxis
,
OutputsModel
$
CemaNeigeLayers
[[
iLayer
]]
$
SnowPack
[
IndPeriod_Plot
]
,
lty
=
3
,
col
=
"royalblue"
,
lwd
=
lwd
*
lwdk
*
0.8
)
lines
(
Xaxis
,
OutputsModel
$
CemaNeigeLayers
[[
iLayer
]]
$
SnowPack
,
lty
=
3
,
col
=
"royalblue"
,
lwd
=
lwd
*
lwdk
*
0.8
)
}
axis
(
side
=
2
,
at
=
pretty
(
ylim1
),
labels
=
pretty
(
ylim1
),
cex.axis
=
cex.axis
,
...
)
...
...
@@ -515,21 +518,21 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
DATA3
[
!
SelectQsimNotZero
]
<-
mean
(
OutputsModel
$
Qsim
,
na.rm
=
TRUE
)
/
10000
DATA3
<-
log
(
DATA3
)
ylim1
<-
range
(
DATA3
[
IndPeriod_Plot
]
,
na.rm
=
TRUE
)
ylim1
<-
range
(
DATA3
,
na.rm
=
TRUE
)
if
(
BOOL_Qobs
)
{
ylim1
<-
range
(
c
(
ylim1
,
DATA2
[
IndPeriod_Plot
]
),
na.rm
=
TRUE
)
ylim1
<-
range
(
c
(
ylim1
,
DATA2
),
na.rm
=
TRUE
)
}
ylim2
<-
c
(
ylim1
[
1
],
1.1
*
ylim1
[
2
])
plot
(
Xaxis
,
rep
(
NA
,
length
(
Xaxis
)),
type
=
"n"
,
ylim
=
ylim2
,
xlab
=
""
,
ylab
=
""
,
xaxt
=
"n"
,
yaxt
=
"n"
,
...
)
txtleg
<-
NULL
colleg
<-
NULL
if
(
BOOL_Qobs
)
{
lines
(
Xaxis
,
DATA2
[
IndPeriod_Plot
]
,
lwd
=
lwd
*
lwdk
,
lty
=
1
,
col
=
par
(
"fg"
))
lines
(
Xaxis
,
DATA2
,
lwd
=
lwd
*
lwdk
,
lty
=
1
,
col
=
par
(
"fg"
))
txtleg
<-
c
(
txtleg
,
"observed"
)
colleg
<-
c
(
colleg
,
par
(
"fg"
))
}
if
(
BOOL_Qsim
)
{
lines
(
Xaxis
,
DATA3
[
IndPeriod_Plot
]
,
lwd
=
lwd
*
lwdk
,
lty
=
1
,
col
=
"orangered"
)
lines
(
Xaxis
,
DATA3
,
lwd
=
lwd
*
lwdk
,
lty
=
1
,
col
=
"orangered"
)
txtleg
<-
c
(
txtleg
,
"simulated"
)
colleg
<-
c
(
colleg
,
"orangered"
)
}
...
...
@@ -549,21 +552,21 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
kPlot
<-
kPlot
+
1
mar
<-
c
(
3
,
5
,
1
,
5
)
par
(
new
=
FALSE
,
mar
=
mar
)
ylim1
<-
range
(
OutputsModel
$
Qsim
[
IndPeriod_Plot
]
,
na.rm
=
TRUE
)
ylim1
<-
range
(
OutputsModel
$
Qsim
,
na.rm
=
TRUE
)
if
(
BOOL_Qobs
)
{
ylim1
<-
range
(
c
(
ylim1
,
Qobs
[
IndPeriod_Plot
]
),
na.rm
=
TRUE
)
ylim1
<-
range
(
c
(
ylim1
,
Qobs
),
na.rm
=
TRUE
)
}
ylim2
<-
c
(
ylim1
[
1
],
1.1
*
ylim1
[
2
])
plot
(
Xaxis
,
rep
(
NA
,
length
(
Xaxis
)),
type
=
"n"
,
ylim
=
ylim2
,
xlab
=
""
,
ylab
=
""
,
xaxt
=
"n"
,
yaxt
=
"n"
,
...
)
txtleg
<-
NULL
colleg
<-
NULL
if
(
BOOL_Qobs
)
{
lines
(
Xaxis
,
Qobs
[
IndPeriod_Plot
]
,
lwd
=
lwd
*
lwdk
,
lty
=
1
,
col
=
par
(
"fg"
))
lines
(
Xaxis
,
Qobs
,
lwd
=
lwd
*
lwdk
,
lty
=
1
,
col
=
par
(
"fg"
))
txtleg
<-
c
(
txtleg
,
"observed"
)
colleg
<-
c
(
colleg
,
par
(
"fg"
))
}
if
(
BOOL_Qsim
)
{
lines
(
Xaxis
,
OutputsModel
$
Qsim
[
IndPeriod_Plot
]
,
lwd
=
lwd
*
lwdk
,
lty
=
1
,
col
=
"orangered"
)
lines
(
Xaxis
,
OutputsModel
$
Qsim
,
lwd
=
lwd
*
lwdk
,
lty
=
1
,
col
=
"orangered"
)
txtleg
<-
c
(
txtleg
,
"simulated"
)
colleg
<-
c
(
colleg
,
"orangered"
)
}
...
...
@@ -586,9 +589,9 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
mar
<-
c
(
3
,
5
,
1
,
5
)
if
(
log_scale
)
{
errorQ
<-
log
(
OutputsModel
$
Qsim
[
IndPeriod_Plot
])
-
log
(
Qobs
[
IndPeriod_Plot
]
)
errorQ
<-
log
(
OutputsModel
$
Qsim
)
-
log
(
Qobs
)
}
else
{
errorQ
<-
OutputsModel
$
Qsim
[
IndPeriod_Plot
]
-
Qobs
[
IndPeriod_Plot
]
errorQ
<-
OutputsModel
$
Qsim
-
Qobs
}
par
(
new
=
FALSE
,
mar
=
mar
)
ylim1
<-
range
(
errorQ
[
SelectNotZero
],
na.rm
=
TRUE
)
...
...
@@ -634,18 +637,18 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
}
else
{
## Data_formating_as_table
DataModel
<-
as.data.frame
(
matrix
(
as.numeric
(
NA
),
nrow
=
length
(
IndPeriod_Plot
),
ncol
=
5
))
DataModel
[,
1
]
<-
as.numeric
(
format
(
OutputsModel
$
DatesR
[
IndPeriod_Plot
]
,
format
=
"%Y%m%d%H"
))
DataModel
[,
1
]
<-
as.numeric
(
format
(
OutputsModel
$
DatesR
,
format
=
"%Y%m%d%H"
))
if
(
BOOL_Pobs
)
{
DataModel
[,
2
]
<-
OutputsModel
$
Precip
[
IndPeriod_Plot
]
DataModel
[,
2
]
<-
OutputsModel
$
Precip
}
if
(
BOOL_Psol
)
{
DataModel
[,
3
]
<-
PsolLayerMean
[
IndPeriod_Plot
]
DataModel
[,
3
]
<-
PsolLayerMean
}
if
(
BOOL_Qobs
)
{
DataModel
[,
4
]
<-
Qobs
[
IndPeriod_Plot
]
DataModel
[,
4
]
<-
Qobs
}
if
(
BOOL_Qsim
)
{
DataModel
[,
5
]
<-
OutputsModel
$
Qsim
[
IndPeriod_Plot
]
DataModel
[,
5
]
<-
OutputsModel
$
Qsim
}
colnames
(
DataModel
)
<-
c
(
"Dates"
,
"Precip"
,
"Psol"
,
"Qobs"
,
"Qsim"
)
TxtDatesDataModel
<-
formatC
(
DataModel
$
Dates
,
format
=
"d"
,
width
=
8
,
flag
=
"0"
)
...
...
@@ -791,15 +794,15 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
xlim
<-
c
(
0
,
1
)
if
(
BOOL_Qobs
&
!
BOOL_Qsim
)
{
# SelectNotZero <- SelectQobsNotZero
ylim
<-
range
(
log
(
Qobs
[
IndPeriod_Plot
][
SelectNotZero
]),
na.rm
=
TRUE
)
ylim
<-
range
(
log
(
Qobs
[
SelectNotZero
]),
na.rm
=
TRUE
)
}
if
(
!
BOOL_Qobs
&
BOOL_Qsim
)
{
# SelectNotZero <- SelectQsimNotZero
ylim
<-
range
(
log
(
OutputsModel
$
Qsim
[
IndPeriod_Plot
][
SelectNotZero
]),
na.rm
=
TRUE
)
ylim
<-
range
(
log
(
OutputsModel
$
Qsim
[
SelectNotZero
]),
na.rm
=
TRUE
)
}
if
(
BOOL_Qobs
&
BOOL_Qsim
)
{
# SelectNotZero <- SelectQobsNotZero & SelectQsimNotZero
ylim
<-
range
(
log
(
c
(
Qobs
[
IndPeriod_Plot
][
SelectNotZero
],
OutputsModel
$
Qsim
[
IndPeriod_Plot
][
SelectNotZero
])),
na.rm
=
TRUE
)
ylim
<-
range
(
log
(
c
(
Qobs
[
SelectNotZero
],
OutputsModel
$
Qsim
[
SelectNotZero
])),
na.rm
=
TRUE
)
}
SelectNotZero
<-
ifelse
(
is.na
(
SelectNotZero
),
FALSE
,
SelectNotZero
)
if
(
any
(
SelectNotZero
))
{
...
...
@@ -814,7 +817,7 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
txtleg
<-
NULL
colleg
<-
NULL
if
(
BOOL_Qobs
)
{
DATA2
<-
log
(
Qobs
[
IndPeriod_Plot
][
SelectNotZero
])
DATA2
<-
log
(
Qobs
[
SelectNotZero
])
SeqQuant
<-
seq
(
0
,
1
,
by
=
1
/
(
length
(
DATA2
)))
Quant
<-
as.numeric
(
quantile
(
DATA2
,
SeqQuant
,
na.rm
=
TRUE
))
Fn
<-
ecdf
(
DATA2
)
...
...
@@ -827,7 +830,7 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
colleg
<-
c
(
colleg
,
par
(
"fg"
))
}
if
(
BOOL_Qsim
)
{
DATA2
<-
log
(
OutputsModel
$
Qsim
[
IndPeriod_Plot
][
SelectNotZero
])
DATA2
<-
log
(
OutputsModel
$
Qsim
[
SelectNotZero
])
SeqQuant
<-
seq
(
0
,
1
,
by
=
1
/
(
length
(
DATA2
)))
Quant
<-
as.numeric
(
quantile
(
DATA2
,
SeqQuant
,
na.rm
=
TRUE
))
Fn
<-
ecdf
(
DATA2
)
...
...
@@ -862,9 +865,9 @@ plot.OutputsModel <- function(x, Qobs = NULL, IndPeriod_Plot = NULL, BasinArea =
mar
<-
c
(
6
,
5
,
1
,
5
)
par
(
new
=
FALSE
,
mar
=
mar
)
if
(
any
(
SelectNotZero
))
{
ylim
<-
log
(
range
(
c
(
Qobs
[
IndPeriod_Plot
][
SelectQobsNotZero
&
SelectQsimNotZero
],
OutputsModel
$
Qsim
[
IndPeriod_Plot
][
SelectQobsNotZero
&
SelectQsimNotZero
]),
na.rm
=
TRUE
))
plot
(
log
(
Qobs
[
IndPeriod_Plot
][
SelectQobsNotZero
&
SelectQsimNotZero
]),
log
(
OutputsModel
$
Qsim
[
IndPeriod_Plot
][
SelectQobsNotZero
&
SelectQsimNotZero
]),
ylim
<-
log
(
range
(
c
(
Qobs
[
SelectQobsNotZero
&
SelectQsimNotZero
],
OutputsModel
$
Qsim
[
SelectQobsNotZero
&
SelectQsimNotZero
]),
na.rm
=
TRUE
))
plot
(
log
(
Qobs
[
SelectQobsNotZero
&
SelectQsimNotZero
]),
log
(
OutputsModel
$
Qsim
[
SelectQobsNotZero
&
SelectQsimNotZero
]),
type
=
"p"
,
pch
=
1
,
cex
=
0.9
,
col
=
par
(
"fg"
),
lwd
=
lwd
,
xlim
=
ylim
,
ylim
=
ylim
,
xaxt
=
"n"
,
yaxt
=
"n"
,
xlab
=
""
,
ylab
=
""
,
...
)
abline
(
a
=
0
,
b
=
1
,
col
=
"royalblue"
,
lwd
=
lwd
)
...
...
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