1 Cythera M6.7 earthquake (January 8, 2006) in southern Aegean: uneasy retrieval of the upward...
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Transcript of 1 Cythera M6.7 earthquake (January 8, 2006) in southern Aegean: uneasy retrieval of the upward...
1
Cythera M6.7 earthquake Cythera M6.7 earthquake (January 8, 2006) in southern (January 8, 2006) in southern
Aegean: uneasy retrieval of the Aegean: uneasy retrieval of the upward rupture propagationupward rupture propagation
J. Zahradnik, J. Jansky, V. Plicka, E. Sokos J. Zahradnik, J. Jansky, V. Plicka, E. Sokos
Charles University in Prague Charles University in Prague University of Patras University of Patras
4
EMSC
• Diverse centroid position• Unclear aftershock pattern • Unclear fault
• Low DC%: ETH 60%, Mednet 56%
5
Inconsistent hypocenter and centroid moment solution
Lon E[km] Lat N[km]
-130-120-110-100-90-80-70-60-50-40-30
Depth[km] Mednet nod.IMednet nod.II
EMSC hypocenterMednet centroid
-40 -20 0 20 40 60 80
-100-80-60-40-20 0 20
Depth[km]
nodal planes, and centroid in the middle
6
Teleseismic records
Kikuchi-Kanamori method
• pP: depth
• P: complexity
PpP
7
Bottom trace = synthetics (K & K)simple event and complex event
8
Regional records and EGF methodapparent source time functions prove complexity
-60 -40 -20 0 20 40 60Size in km along the strike
-40
-20
0
20
40
Siz
e in
km
alo
ng
the
dip
-60 -40 -20 0 20 40 60Size in km along the strike
-40
-20
0
20
40
Siz
e in
km
alo
ng
the
dip
plane 2strike ~70°
plane 1strike ~200°
... Neighborhood Algorithm provides two slip patches
(similar to M. Vallée)
9
Lower misfit identifies
the fault plane:
strike ~70°
10
Relocation
• 30 teleseismic stations, pP-P: depth 90 km• 21 regional stations (Greece + Italy), P and S • Wadati diagram: Vp/Vs=1.75• Optimization of RMS: Vp/Vs=1.75• Relocation of regional data with first
approximation of depth = 90 km and Vp/Vs=1.75 with various azimuthal and epic.distance weighting schemes
11
Free depth:
-4 -2 0 2 4 6 8 10 12 14 16 18-25
-20-15
-10-5
0
-100-95-90-85-80-75-70-65-60-55
Depth[km]EMSC
free depth
Lon E[km]
Lat N[km]
Depth[km]
This is uncertaintyof mainshock location,not the aftershocks !
12
First approximation of depth 90 km:
-4 -2 0 2 4 6 8 10 12 14 16 18-25
-20-15
-10-5
0
-105-100-95-90-85-80-75-70-65-60-55
Depth[km]EMSC
free deptharound 90km
Lon E[km]
Lat N[km]
Depth[km]
13
Optimized Vp/Vs ratio:
-4 -2 0 2 4 6 8 10 12 14 16 18-25
-20-15
-10-5
0
-105-100-95-90-85-80-75-70-65-60-55
Depth[km]EMSC
free depthopt. Vp/Vs
around 90km
Lon E[km]
Lat N[km]
Depth[km]
14
hypo1
-4 -2 0 2 4 6 8 10 12 14 16 18-25
-20-15
-10-5
0
-105-100-95-90-85-80-75-70-65-60-55
Depth[km]EMSC
free depthopt. Vp/Vs
around 90km
Lon E[km]
Lat N[km]
Depth[km]
We relocated hypocenter 15 km South, 10 km Eastand 25 km below EMSC.
EMSC
this study
15
ISOLA code (Fortran & Matlab) multiple point-source moment tensors
Free on web:
Full waveform modeling of regional records
16
Iterative deconvolution (Kikuchi and Kanamori) modified for regional records
Moment tensor (deviatoric, or DC-constrained)at each trial space-time position by minimization of the L2 waveform misfit (least squares)
Optimum space-time positionof subevents by maximization of the waveform correlation (grid search)
17
Free BB waveform
data(Internet)
Our LTKstation soon onOrfeus, too.
19
Waveform modeling for f<0.1 Hz enables the source study
EW
0 100 200 300 400time (sec)
3.2E-003
2.3E-003
2.0E-003
1.2E-003
1.0E-003
1.6E-003
1.1E-003
5.7E-004
1.4E-003
ITM
GVD
LTR
SAN
APE
LAS
ZKR
ARG
KEK
3.5E-003
1.5E-003
1.2E-003
6.1E-004
5.8E-004
2.3E-003
1.3E-003
3.5E-004
9.3E-004
3.0E-003
1.6E-003
1.1E-003
6.4E-004
9.2E-004
1.9E-003
1.1E-003
3.1E-004
7.8E-004
6stations (varred=54%)9 stations (varred=56%)
20
Hierarchic grid search of centroid f < 0.1 Hz
search 1 search 2, etc.
EMSC EMSC epic.is just thecoordinateorigin
21
Accurate centroid location needed for usable DC%
0 0.2 0.4 0.6 0.8 1
CO RRELATIO N
0
20
40
60
80
100
DC
%
search 2
0 4 8 12 16 20 24 28 32 36 40 44 48 52 56 60
EASTING (KM)
-40
-36
-32
-28
-24
-20
-16
-12
-8
-4
0
4
8
12
16
20
NO
RT
HIN
G (
KM
)
1 2 3 4 5
6 7 8 9 10
11 12 13 14 15
16 17 18 19 20
21 22 23 24 25
search 1 search 2
230 0.2 0.4 0.6 0.8 1
CO RRELATIO N
0
20
40
60
80
100
DC
%
search 4opt. position
Getting more accurate centroid makes DC% to converge
0 4 8 12 16 20 24 28 32 36 40 44 48 52 56 60
EASTING (KM)
-40
-36
-32
-28
-24
-20
-16
-12
-8
-4
0
4
8
12
16
20
NO
RT
HIN
G (
KM
)
1 2 3 4 5
6 7 8 9 10
11 12 13 14 15
16 17 18 19 20
21 22 23 24 25
search 2 search 3…DC%10-30 only !
24
0 0.2 0.4 0.6 0.8 1
CO RRELATIO N
0
20
40
60
80
100
DC
%
search 4
0 0.2 0.4 0.6 0.8 1
CO RRELATIO N
0
20
40
60
80
100
DC
%
search 2
25
We found centroid 25 km East of
EMSC epicenterand the DC% has converged
to 10-30%.
Does it imply that the source is
actually strongly non-DC ?Not !
26
EW
0 100 200 300 400time (sec)
3.2E-003
2.3E-003
2.0E-003
1.2E-003
1.0E-003
1.6E-003
1.1E-003
5.7E-004
1.4E-003
ITM
GVD
LTR
SAN
APE
LAS
ZKR
ARG
KEK
2.7E-003
1.3E-003
1.0E-003
6.7E-004
2.4E-004
2.1E-003
1.4E-003
3.2E-004
6.7E-004
2.2E-003
9.6E-004
8.5E-004
1.2E-003
6.5E-004
1.8E-003
1.1E-003
4.6E-004
6.8E-004
deviatoric DC-constrained NS
0 100 200 300 400time (sec)
3.4E-003
4.2E-003
2.1E-003
2.6E-003
1.1E-003
1.0E-003
1.4E-003
1.7E-003
1.6E-003
ITM
GVD
LTR
SAN
APE
LAS
ZKR
ARG
KEK
1.7E-003
3.4E-003
1.9E-003
2.3E-003
5.1E-004
1.0E-003
1.2E-003
1.1E-003
5.3E-004
1.2E -003
2.8E -003
1.8E -003
1.7E -003
6.6E -004
6.9E -004
7.6E -004
7.9E -004
4.4E -004
deviatoric DC-constrained Z
0 100 200 300 400time (sec)
3.3E-003
2.8E-003
2.4E-003
1.4E-003
1.0E-003
8.8E-004
1.1E-003
5.6E-004
2.1E-003
ITM
GVD
LTR
SAN
APE
LAS
ZKR
ARG
KEK
1.5E-003
1.7E-003
1.9E-003
5.5E-004
3.5E-004
1.5E-003
1.2E-003
3.8E-004
8.0E-004
1.4E -003
1.7E -003
1.9E -003
8.4E -004
9.2E -004
1.4E -003
1.2E -003
5.1E -004
7.6E -004
deviatoric DC-constrained
27
DC-constrained solution is an equivalent model
Note different optimal source position.
deviatoric
DC-constrained
M
EMSC and Mednet M
28
Can we better justify our centroid position and MT ?
Remember the inconsistency for Mednet centroid and EMSC hypocenter:
Lon E[km] Lat N[km]
-130-120-110-100-90-80-70-60-50-40-30
Depth[km] Mednet nod.IMednet nod.II
EMSC hypocenterMednet centroid
-40 -20 0 20 40 60 80
-100-80-60-40-20 0 20
Depth[km]
29
Our CMT is fully consistent with our relocation.
Far from being trivial!5
Lon E [km]
Lat N [km]
-110-100-90-80-70-60-50-40-30-20-10
Depth [km]nodal plane Inodal plane II
hypoc. uncert.subevent 1
-40-20
0 20
40 60
80 100
-80-60-40-20 0 20 40 60 80
Depth [km]
… and it identifies the fault plane
as the “red” nodal plane,strike ~ 80°
30
The EMSC hypocenter is also in the fault plane o5
Lon E [km]
Lat N [km]
-110-100-90-80-70-60-50-40-30-20-10
Depth [km]nodal plane Inodal plane II
hypoc. uncert.subevent 1
EMSC hypoc.
-40-20
0 20
40 60
80 100
-80-60-40-20 0 20 40 60 80
Depth [km]
31
The BB first-motion polarities are consistent with the CMT
solutiono5
Red: this studyBlack: others
32
Where’s complexity found in EGF analysis and teleseismic modeling ?
For f < 0.1 Hz,in addition to stable subevent 1(1.1e19 Nm)the waveformsclearly indicatesubevent 2,6-sec later,comparable size !
(1.1e19 Nm)
? Sub 2 ?
Solution for sub2 is not unique.
Sub 1
M
33
-50 -40 -30 -20 -10 0 10 20 30 40 50
EASTING (KM )
-50
-40
-30
-20
-10
0
10
20N
OR
TH
ING
(K
M)
1 2 3 4 5
6 7 8 9 10
11 12 13 14 15
16 17 18 19 20
21 22 23 24 25
26 27 28 29 30
31 32 33 34 35
36 37 38 39 40
41 42 43 44 45
46 47 48 49 50
1
2
Seeking sub 2 in the fault plane of sub 1: DC-constrainedpo5
X depth 85 km
X
X…EMSCX…this study
depth 72 km
depth 60 km
35
A double-event interpretation:• Subevent 1: 1.10e19 Nm
strike, dip, rake: (84, 64, 121)=(209 40 43)• Subevent 2 (6 sec later): 0.87e19 Nm
strike, dip, rake: (61, 86, 52)=(326, 38, 174)
12
EMSC
this study
DepthsSub 1: 60 kmSub 2: 76 kmHyp.: 85 km
36
Possible explanation of the apparently large non-DC:
Summing up MT of these two 100% DC events provides a non-DC solution
strike, dip, rake: (82, 70, 94) 1.6e19 Nm, DC%=57
near to long-period Mednet CMT
strike, dip, rake: (81, 67, 139) 1.4e19 Nm, DC%=56
But Mednet centroid is too far…
12
M
38
Can we identify fault plane of subevent 2 ?
-40 -20 0 20 40 60 80 100
-30-20
-10 0
10 20
30
-110-100-90-80-70-60-50-40-30-20-10
Depth [km]nodal plane I
subevent 1hypoc. uncert.
subevent 2
Lon E [km]
Lat N [km]
Depth [km]
x+1
2
39
Can we identify fault plane of subevent 2 ? 5
-80 -60 -40 -20 0 20 40 60 80 100
-40-30-20-10 0 10 20 30
-140-120-100-80-60-40-20
0
Depth [km]nodal plane I
subevent 1hypoc. uncert.
subevent 2fault plane 2 ?
Lon E [km]
Lat N [km]
Depth [km]
-80 -60 -40 -20 0 20 40 60 80 100
-80-60-40-20 0 20 40 60
-110-100-90-80-70-60-50-40-30-20-10
Depth [km]nodal plane I
subevent 1hypoc. uncert.
subevent 2fault plane 2
Lon E [km]
Lat N [km]
Depth [km]
strike 61° strike 326°
112 2
Nodal plane with strike 326° passesthrough the hypoc. !
40
hypo5
-80 -60 -40 -20 0 20 40 60 80 100-80-60-40-20 0 20 40 60-110-100-90-80-70-60-50-40-30-20-10
Depth [km]nodal plane I
subevent 1hypoc. uncert.
subevent 2fault plane 2
Lon E [km]
Lat N [km]
Depth [km]
Nodal plane with strike 326° passesthrough the hypoc. !
41
hypo5
-80 -60 -40 -20 0 20 40 60 80 100-80-60
-40-20
0 20
40 60
-110-100-90-80-70-60-50-40-30-20-10
Depth [km]
nodal plane Isubevent 1
hypoc. uncert.subevent 2
fault plane 2
Lon E [km]
Lat N [km]
Depth [km]
Hypothesis: both patches (on different fault planes)nucleated close to the same point, andruptured upward, sub 2 being delayed with respect to sub 1.
DepthsSub 1: 60 kmSub 2: 76 kmHyp.: 85 km
1
12
2
common hypoc.
42-50 -40 -30 -20 -10 0 10 20 30 40 50
EASTING (KM )
-50
-40
-30
-20
-10
0
10
20
NO
RT
HIN
G (
KM
)
1 2 3 4 5
6 7 8 9 10
11 12 13 14 15
16 17 18 19 20
21 22 23 24 25
26 27 28 29 30
31 32 33 34 35
36 37 38 39 40
41 42 43 44 45
46 47 48 49 50
12
X
X
X…EMSCX…this study
Another possibility:fixed DC focal mechanism (that of sub 1).
It moves sub 2 close to sub 1.
Depth 60 kmdepth 69 km
depth 72 km
43
EW
0 100 200 300 400time (sec)
3.2E-003
2.3E-003
2.0E-003
1.2E-003
1.0E-003
1.6E-003
1.1E-003
5.7E-004
1.4E-003
ITM
GVD
LTR
SAN
APE
LAS
ZKR
ARG
KEK
3.1E-003
7.4E-004
7.0E-004
6.4E-004
4.9E-004
1.3E-003
9.8E-004
3.0E-004
1.0E-003
3.7E-003
1.8E-003
1.5E-003
9.3E-004
9.9E-004
1.7E-003
8.6E-004
4.2E-004
9.6E-004
fixed (varred=52%) DC-constrained (varred=64%) NS
0 100 200 300 400time (sec)
3.4E-003
4.2E-003
2.1E-003
2.6E-003
1.1E-003
1.0E-003
1.4E-003
1.7E-003
1.6E-003
ITM
GVD
LTR
SAN
APE
LAS
ZKR
ARG
KEK
1.2E-003
2.7E-003
1.9E-003
1.1E-003
3.0E-004
4.0E-004
7.0E-004
5.8E-004
6.3E-004
2.0E -003
3.6E -003
1.8E -003
1.8E -003
9.8E -004
7.9E -004
8.2E -004
7.7E -004
8.1E -004
fixed (varred=52%) DC-constrained (varred=64%) Z
0 100 200 300 400time (sec)
3.3E-003
2.8E-003
2.4E-003
1.4E-003
1.0E-003
8.8E-004
1.1E-003
5.6E-004
2.1E-003
ITM
GVD
LTR
SAN
APE
LAS
ZKR
ARG
KEK
1.7E-003
2.1E-003
2.1E-003
5.6E-004
7.0E-004
1.2E-003
9.5E-004
3.7E-004
1.1E-003
3.0E -003
2.4E -003
2.1E -003
6.0E -004
7.8E -004
1.4E -003
1.3E -003
3.7E -004
1.0E -003
fixed (varred=52%) DC-constrained (varred=64%)
44-50 -40 -30 -20 -10 0 10 20 30 40 50
EASTING (KM )
-50
-40
-30
-20
-10
0
10
20
NO
RT
HIN
G (
KM
)
1 2 3 4 5
6 7 8 9 10
11 12 13 14 15
16 17 18 19 20
21 22 23 24 25
26 27 28 29 30
31 32 33 34 35
36 37 38 39 40
41 42 43 44 45
46 47 48 49 50
12
Another possibility:fixed DC focal mechanism (that of sub 1)
moves sub 2 close to sub 1
now we do notneed the left
segment… but how to explain low DC %
and why the 6-sec delay ?
depth 60 kmdepth 69 km
45-50 -40 -30 -20 -10 0 10 20 30 40 50
EASTING (KM )
-50
-40
-30
-20
-10
0
10
20
NO
RT
HIN
G (
KM
)
1 2 3 4 5
6 7 8 9 10
11 12 13 14 15
16 17 18 19 20
21 22 23 24 25
26 27 28 29 30
31 32 33 34 35
36 37 38 39 40
41 42 43 44 45
46 47 48 49 50
-50 -40 -30 -20 -10 0 10 20 30 40 50
EASTING (KM )
-50
-40
-30
-20
-10
0
10
20
NO
RT
HIN
G (
KM
)
1 2 3 4 5
6 7 8 9 10
11 12 13 14 15
16 17 18 19 20
21 22 23 24 25
26 27 28 29 30
31 32 33 34 35
36 37 38 39 40
41 42 43 44 45
46 47 48 49 50
Interpretation I:Fixed mechanismVarred= 52%
Interpretation II:DC-constrainedVarred=64% !!
strike, dip, rake:84° 64°, 121°(for both)
84°, 64°, 121°
329°, 36°, 179°
x
x
hypocenterdepth 85 km(this study)
72 km
60 km
85 km
69 and 60 km
46
Methodical lesson and Cythera model• Relocation and CMT inversion in same model enabled identification of the fault
plane (strike ~80°) of the main patch.
• Hierarchic space-time grid search lead to convergence of the DC% to a low value.
• 100% DC-constrained solution provided a double-event model and explained the low DC% as only apparent non-DC.
• Rupture started at depth 85 km. Most stable slip patch was centered 35 km apart, at depth 60 km.
• Second large patch was delayed by 6 sec. Position and mechanism not unique. Possibly on a different fault plane.
http://geo.mff.cuni.cz
47
48
The most important essence is visions and dreams
http://geo.mff.cuni.cz
49
„Blind“ experiment on slip inversion from synthetic data (EC projekt SPICE)
Data = synthetics for a „secret“ slip distribution
53
54
56
New BB satellite
network Patras
Univ.
= statusMay 21
green=Trilliumand CMG
57
ITSAK-GR 2006-2009 starts right these days
= a new EC Marie CurieRTN
accelerographsnear Cythera available !
Ch. Papaioannou
58
59
60
The fault plane is needed for correct identification of the slip patches
apparent source time functionsfrom EGF method ... and slip patches by NA algorithm
61
The fault plane is needed for correct identification of the slip patches
apparent source time functionsfrom EGF method ... and slip patches by NA algorithm
63
66
-50 -40 -30 -20 -10 0 10 20 30 40 50
EASTING (KM )
-50
-40
-30
-20
-10
0
10
20N
OR
TH
ING
(K
M)
1 2 3 4 5
6 7 8 9 10
11 12 13 14 15
16 17 18 19 20
21 22 23 24 25
1 2 3 4 5
6 7 8 9 10
11 12 13 14 15
16 17 18 19 20
21 22 23 24 25
fixed mechanism: blue crosses 13 and 21 (varred 52%)
DC-constrained:blue cross 12 and green square 8 (varred 64%) !
67
-50 -40 -30 -20 -10 0 10 20 30 40 50
EASTING (KM )
-50
-40
-30
-20
-10
0
10
20N
OR
TH
ING
(K
M)
1 2 3 4 5
6 7 8 9 10
11 12 13 14 15
16 17 18 19 20
21 22 23 24 25
1 2 3 4 5
6 7 8 9 10
11 12 13 14 15
16 17 18 19 20
21 22 23 24 25
68
70
71
72-50 -40 -30 -20 -10 0 10 20 30 40 50
EASTING (KM )
-50
-40
-30
-20
-10
0
10
20
NO
RT
HIN
G (
KM
)
1 2 3 4 5
6 7 8 9 10
11 12 13 14 15
16 17 18 19 20
21 22 23 24 25
26 27 28 29 30
31 32 33 34 35
36 37 38 39 40
41 42 43 44 45
46 47 48 49 50
73
EW
0 100 200 300 400time (sec)
3.2E-003
2.3E-003
2.0E-003
1.2E-003
1.0E-003
1.6E-003
1.1E-003
5.7E-004
1.4E-003
ITM
GVD
LTR
SAN
APE
LAS
ZKR
ARG
KEK
2.0E-003
1.1E-003
8.4E-004
9.4E-004
6.9E-004
1.8E-003
1.1E-003
4.1E-004
7.0E-004
3.6E -003
1.5E -003
1.3E -003
9.4E -004
7.9E -004
1.8E -003
9.4E -004
5.8E -004
9.2E -004
sub 1 (varred=38%) sub 1+2 (varred=55%)
NS
0 100 200 300 400time (sec)
3.4E-003
4.2E-003
2.1E-003
2.6E-003
1.1E-003
1.0E-003
1.4E-003
1.7E-003
1.6E-003
ITM
GVD
LTR
SAN
APE
LAS
ZKR
ARG
KEK
1.2E-003
2.7E-003
1.7E-003
1.8E-003
5.0E-004
7.9E-004
8.9E-004
8.3E-004
4.0E-004
2.3E -003
3.2E -003
1.6E -003
1.8E -003
1.1E -003
8.7E -004
8.6E -004
7.8E -004
7.3E -004
sub 1 (varred=38%) sub 1+2 (varred=55%)
Z
0 100 200 300 400time (sec)
3.3E-003
2.8E-003
2.4E-003
1.4E-003
1.0E-003
8.8E-004
1.1E-003
5.6E-004
2.1E-003
ITM
GVD
LTR
SAN
APE
LAS
ZKR
ARG
KEK
1.3E-003
1.7E-003
1.9E-003
8.1E-004
9.7E-004
1.3E-003
1.1E-003
4.6E-004
7.1E-004
2.4E -003
2.1E -003
2.1E -003
1.0E -003
1.1E -003
2.1E -003
1.7E -003
4.8E -004
9.6E -004
sub 1 (varred=38%) sub 1+2 (varred=55%)
74
hypo5
-40 -20 0 20 40 60 80 100
-80-60-40-20 0 20 40 60 80
-110-100-90-80-70-60-50-40-30-20-10
Depth [km] nodal plane Inodal plane II
hypoc. uncert.subevent 1
Lon E [km]Lat N [km]
Depth [km]
75
Incorrect timing strongly biases DC% even for correct position
0 0.2 0.4 0.6 0.8 1
CO RRELATIO N
0
20
40
60
80
100
DC
%
search 2
0 0.2 0.4 0.6 0.8 1
CO RRELATIO N
0
20
40
60
80
100
DC
%
search 4opt. position
76
==> Identification of fault plane ispossible using CMT + hypocenter
centroidhypocenter(with uncertainty)
two nodal planes
77
A double-event interpretation:• Subevent 1: 1.10e19 Nm
strike, dip, rake: (84, 64, 121)=(209 40 43)• Subevent 2 (6 sec later): 0.87e19 Nm
strike, dip, rake: (61, 86, 52)=(326, 38, 174)
12
EMSC
this study
Sub 1:x=0, y=30, z=60Sub 2:x=-14, y=-20, z=76Hyp:x=-15, y=10, z=85
78
Waveform fit for f < 0.1 Hz enables detailed source analysis.
EW
0 100 200 300 400time (sec)
3.2E-003
2.3E-003
2.0E-003
1.2E-003
1.0E-003
1.6E-003
1.1E-003
5.7E-004
1.4E-003
ITM
GVD
LTR
SAN
APE
LAS
ZKR
ARG
KEK
3.5E-003
1.5E-003
1.2E-003
6.1E-004
5.8E-004
2.3E-003
1.3E-003
3.5E-004
9.3E-004
3.0E-003
1.6E-003
1.1E-003
6.4E-004
9.2E-004
1.9E-003
1.1E-003
3.1E-004
7.8E-004
6stations (varred=54%)9 stations (varred=56%) NS
0 100 200 300 400time (sec)
3.4E-003
4.2E-003
2.1E-003
2.6E-003
1.1E-003
1.0E-003
1.4E-003
1.7E-003
1.6E-003
ITM
GVD
LTR
SAN
APE
LAS
ZKR
ARG
KEK
2.2E-003
3.1E-003
2.0E-003
2.7E-003
8.4E-004
9.9E-004
1.2E-003
1.1E-003
6.7E-004
2.2E-003
2.8E-003
1.3E-003
2.2E-003
4.9E-004
5.9E-004
1.1E-003
8.6E-004
5.7E-004
6stations (varred=54%)9 stations (varred=56%)