Review regional Source Specific Station Corrections (SSSCs) developed for northern Eurasia

28
Enter Division/Section(In View>Master>Slide Master) August 25, 2013 Page 1 1.06.2004 I. Kitov ( IDC/SR/RF) Preparatory Commission for the Comprehensive Nuclear-Test-Ban Treaty Organization Provisional Technical Secretariat Vienna International Centre P.O. Box 1200 A-1400 Vienna AUSTRIA Email address Review regional Source Specific Station Corrections (SSSCs) developed for northern Eurasia

Transcript of Review regional Source Specific Station Corrections (SSSCs) developed for northern Eurasia

Page 1: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master) August 25, 2013 Page 1

1.06.2004

I. Kitov ( IDC/SR/RF)

Preparatory Commission for the Comprehensive Nuclear-Test-Ban Treaty OrganizationProvisional Technical SecretariatVienna International CentreP.O. Box 1200A-1400 ViennaAUSTRIAEmail address

Review regional Source Specific Station Corrections (SSSCs) developed for northern Eurasia

Page 2: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master) August 25, 2013 Page 2

Review regional Source Specific Station Corrections (SSSCs) developed for northern Eurasia

1. To evaluate current version of SSSCs installed at IDC (Russian Federation-United States Joint Calibration Program)

2. To test and evaluate various sets of SSSCs with highest emphasis in GT0-2 explosions

3. To develop procedures for SSSCs validation4. To study location problem in presence of correlated errors

and deviations from Gaussian statistics5. To select sets or subsets of proposed SSSCs for installation

into routine IDC processing (CTBT/WGB/TL-2/76, 7 August 2003)

Are SSSCs necessary?

Objectives:

Page 3: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master) August 25, 2013 Page 3

2Review regional Source Specific Station Corrections (SSSCs) developed northern Eurasia

Requirements for regional location by IMS network : - Improve of location accuracy (Objectives :1-5) - Increase of GA processing efficiency(Objectives : 1-5) Description of regional SSSCs sets for northern Eurasia (IDC, Lamont, SAIC) (Objectives : 2,3,5) Comparison of location results for UNE (IASPEI and Lamont) - Full arrival sets (Objectives : 2,3,4) - IMS substitute stations (Objectives : 1-3,5) - Simulation of sparse seismic network (Objectives : 2,3,4) Comparison of location results for REB and SEL3 (IASPEI, IDC, Lamont, SAIC) (Objectives : 1,3-5) Findings and conclusions

Outline

Page 4: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 4

Regional location by IMS network

Requirements 1. Location Accuracy 1000 km sq. and <50 km major axis2. GA processing As many valid regional events in SEl1-SEL3 as possible

(1D global model may not be adequate at regional level to fulfill the requirements

Page 5: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 5

Sets of SSSC for northern Eurasia

1. IDC velocity model and SSSCs (Pn, Sn, Pg)(Russian Federation-United States Joint Calibration Program)2. Group1 IMS stations - Lamont Consortium SSSCs (Pn, Sn)3. Group1 IMS stations - SAIC Consortium SSSCs (Pn, Sn)

Common stations for which SSSCs sets are available: AAK,AKTO,BIL,BOD,BVAR,KURK,MA2,MKAR, NRIS,PDYAR,SEY,TIXI,URG,USK,YAK,ZAL

Page 6: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 6

F S U UNE and seismic network (FSU,IMS)

Map –stations, UNE Red triangle - IMS

Black triangle - FSUBlue cross - UNE

Page 7: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 7

Comparison of location results with various sets of SSSCs

1. Location of underground nuclear explosions (GT0-GT2) IASPEI vs. Lamont vs. Lamont kriged

1.1. Peaceful Nuclear Explosions (PNE)1.2. Semipalatinsk Test Site (STS)1.3. Simulation of IMS network1.4. Simulation of sparse seismic network

IASPEI vs. IDC (not available for comprehensive set)IASPEI vs. SAIC (not available / offer of 15K$)2. Location of earthquakesIASPEI - IDC - Lamont - Lamont kriged - SAIC

2.1. REB2.2. SEL3

Page 8: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 8

Lamont-Lamont kriged SSSCs comparison: PNEs - all arrivals

Lamont kriged : Improvement in 45 from 52 cases (86%) In 45 from 52 cases (86%) inside 17 km radius

Lamont kriged presents Lamont SSSCs in the following work

Page 9: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 9

IASPEI -Lamont kriged SSSCs comparison: PNEs - all arrivals

Mislocation of selected UNE; range <20 degIASPEI model

mean=14.6 km; stdev=7.7 km, median=14.1 km

-60

-40

-20

0

20

40

60

-60 -40 -20 0 20 40 60

longitude, km

latt

itude

, km

Mislocation of selected UNE; range <20 degIASPEI model, fixed depth

mean=16.4 km; stdev=9.2 km, median=15.7 km

-60

-40

-20

0

20

40

60

-60 -40 -20 0 20 40 60

longitude, km

latt

itude

, km

Mislocation of selected UNE; range <20 degLamont Kriged SSSC's

mean=9.0 km, stdev=8.8 km, median=6.4 km

-60

-40

-20

0

20

40

60

-60 -40 -20 0 20 40 60

longitude, km

latt

itude

, km

Mislocation of selected UNE; range <20 degLamont Kriged SSSC's, fixed depth

mean=10.7 km, stdev=11.2 km, median=7.4 km

-60

-40

-20

0

20

40

60

-60 -40 -20 0 20 40 60

longitude, km

latt

itude

, km

SSSCs provide higher location accuracy

Page 10: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 10

IASPEI - Lamont kriged SSSCs travel time residual comparison: PNEs - all arrivals

Normal distribution(0.18,1.88)

IASPEI – normal

Lamont - exponential

Fixed at GT0

Fixed at GT0

Fixed depth solution

Fixed depth solution

Page 11: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 11

IASPEI -Lamont -Lamont kriged SSSCs location comparison STS

NORTHERN EURASIAMislocation of STS UNE; range <20 deg

IASPEI modelmean=20.1 km; stdev=8.9 km, median=19.4 km

-60

-40

-20

0

20

40

60

-60 -40 -20 0 20 40 60

longitude, km

latti

tude

, km

Mislocation of STS UNE; range <20 degLamont Kriged SSSC's

mean=13.5 km, stdev=10.4 km, median=10.5 km

-60

-40

-20

0

20

40

60

-60 -40 -20 0 20 40 60

longitude, km

latti

tude

, km

Lamont kriged SSSCs provide the highest accuracy of location of STS explosions

Page 12: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 12

IASPEI - Lamont kriged SSSCs location comparison STS

NORTHERN EURASIAComparison of mislocation STS UNE

IASPEI vs. Lamont SSSC's

0

5

10

15

20

25

30

35

40

45

50

0 10 20 30 40 50

IASPEI mislocation, km

Lam

ont S

SSC

mis

loca

tion,

km

Improvement in 66 from 72 cases (92%)In 61 from 72 cases (85%) inside 17 km radius

IASPEI - 31 from 72 inside 17 km radius

Page 13: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 13

IMS network simulation IASPEI -Lamont kriged SSSCs location comparison

PNEs – 3 station sets (1826 sets)criteria: from PNEs data set;

< 3 deg. from IMS station; > 7 deg. between stations

Mislocation - Lamont kriged SSSC- 3 IMS substitute stations events; mean=90 km, stdev=126 km

-200

-150

-100

-50

0

50

100

150

200

-200 -100 0 100 200

lon, km

lat,

km

Mislocation - IASPEI model- 3 IMS substitute stations events; mean=92 km, stdev=138 km

-200

-150

-100

-50

0

50

100

150

200

-200 -100 0 100 200

lon, km

lat,

km

No visible improvement in IMS substitute stations locationIDC validation test excluded all “outliers”

Page 14: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 14

FSU, IMS seismic networks and selected PNEs

Page 15: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 15

IASPEI -Lamont kriged SSSCs location comparison: Azgir-5Simulation of sparse network – all 5 station sets with >7 deg between the stations

SSSCs result in : Lower mislocation – same scattering

Red square - gravity centerYellow triangle - full station set location

Page 16: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 16

IASPEI -Lamont kriged SSSCs location comparison: OkaSimulation of sparse network

SSSCs result in : Larger mislocation – same scattering

Page 17: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 17

IASPEI -Lamont kriged SSSCs location comparison: Craton-2Simulation of sparse network

SSSCc result in: Same mislocation – same scattering

Page 18: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 18

IASPEI -Lamont kriged SSSCs location comparison: Grifon-1 and -2Simulation of sparse network

Page 19: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 19

IASPEI -Lamont kriged SSSCs location comparison: PamukSimulation of sparse network

Page 20: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 20

IASPEI -Lamont kriged SSSCs travel time residuals comparison : sparse network simulation

IASPEI – normal

Lamont - exponential

What Mechanisms doRespond forExponential Distribution?

Page 21: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 21

Earthquakes - Pn residuals at NE IMS stationsIASPEI / IDC / Lamont kriged / SAICREB and SEL3 - event selection criteria

1. Only events with Pn phases at IMS stations under study2. Only events without Pn/Pg/Sn at IMS stations with installed SSSCs, but not under study(ARCES, FINES,OBN

…)3. All defining parameters used as are (travel time, azimuth, slowness, deltime, delaz, delslo)

2057 – REB events5012 – SEL3 events

Page 22: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 22

Earthquakes - Pn residuals at NE IMS stationsIASPEI / IDC / Lamont kriged / SAIC

REB and SEL3 - Results Overview

BULLETIN REB REB REB SEL3 SEL3 SEL3MODEL MEAN STDEV MEDIAN MEAN STDEV MEDIANIASPEI 0.5 1.36 0.56 -0.12 3.00 -0.06IDC (Pn) 0.39 1.10 0.24 -0.13 1.79 -0.07IDC(ALL) 0.22 1.19 0.07 -0.43 2.26 -0.16LAMONT(Pn,kriged) 0.14 1.05 0.17 -0.29 2.3 -0.10SAIC -0.01 0.97 0.03 -0.19 1.97 -0.07

High mean for REB – IASPEI, IDC(Pn)High mean for SEL3 – IDC(All), Lamont (kriged)

Page 23: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 23

Earthquakes - Pn residuals at NE IMS stationsIASPEI -IDC- Lamont kriged - SAIC

REB

Pn travel time residuals from earthquakes LocSAT; IASPEI model; REB ; nphase=2057

mean=0.50 sec, stdev=1.36 sec; median=0.56 sec

-100

0

100

200

300

400

500

600

-8 -6 -4 -2 0 2 4 6 8

tt residual, sec

## in

1 s

ec b

in

Pn travel time residuals from earthquakes LocSAT; IDC model (only Pn SSSCs); REB; nphase=2057;

mean=0.39 sec, stdev=1.10 sec; median=0.24 sec

-200

0

200

400

600

800

1000

1200

-8 -6 -4 -2 0 2 4 6 8

tt residual, sec

## in

1 s

ec b

in

IIIASPEI : Larger mean, stdev – closer to normal distribution

Normal distribution (0.5, 1.36) Normal distribution (0.39, 1.10)

Page 24: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 24

Earthquakes - Pn residuals at NE IMS stationsIASPEI -IDC- Lamont kriged - SAIC

REBPn travel time residuals from earthquakes LocSAT; IDC model;

REB; all phases;nphase=2057mean=0.22 sec, stdev=1.19 sec; median=0.07 sec

-200

0

200

400

600

800

1000

1200

-8 -6 -4 -2 0 2 4 6 8

tt residual, sec

## i

n 1

se

c b

in

Pn travel time residuals from earthquakes LocSAT; Lamont kriged SSSC; REB; nphase=2057mean=0.14 sec; stdev=1.05 sec; median=0.17 sec

-200

0

200

400

600

800

1000

1200

-8 -6 -4 -2 0 2 4 6 8

tt residual, sec

## i

n 1

se

c b

in

Pn travel time residuals from earthquakes LocSAT; SAIC SSSC; REB; nphase=2057

mean=-0.01 sec; stdev=0.97 sec; median=0.03 sec

-200

0

200

400

600

800

1000

1200

1400

-8 -6 -4 -2 0 2 4 6 8

tt residual, sec

## i

n 1

se

c b

in

Pn travel time residuals from earthquakes LocSAT; IDC model (only Pn SSSCs); REB; nphase=2057;

mean=0.39 sec, stdev=1.10 sec; median=0.24 sec

-200

0

200

400

600

800

1000

1200

-8 -6 -4 -2 0 2 4 6 8

tt residual, sec

##

in 1

se

c b

in

Page 25: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 25

Earthquakes - Pn residuals at NE IMS stationsIASPEI -IDC- Lamont kriged - SAIC

SEL3

Pn travel time residuals from earthquakes LocSAT; IASPEI model; SEL3 ; nphase=5710

mean=-0.12 sec, stdev=3.00 sec; median=-0.06 sec

0

200

400

600

800

1000

1200

1400

1600

1800

-8 -6 -4 -2 0 2 4 6 8

tt residual, sec

## in

1 s

ec b

in

IASPEI : Larger stdev – lower mean value

Pn travel time residuals from earthquakes LocSAT; IDC model; SEL3; all phases;nphase=5712

mean=-0.43 sec, stdev=2.26 sec; median=-0.16 sec

0

500

1000

1500

2000

2500

-8 -6 -4 -2 0 2 4 6 8

tt residual, sec

## in

1 s

ec b

in

Page 26: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 26

Earthquakes - Pn residuals at NE IMS stationsIASPEI -IDC- Lamont kriged - SAIC

SEL3 Pn travel time residuals from earthquakes LocSAT; IDC model

(only Pn SSSCs); SEL3; nphase=5712mean=-0.13 sec, stdev=1.79 sec; median=-0.07 sec

0

500

1000

1500

2000

2500

3000

-8 -6 -4 -2 0 2 4 6 8

tt residual, sec

##

in 1

se

c b

in

Pn travel time residuals from earthquakes LocSAT; IDC model; SEL3; all phases;nphase=5712

mean=-0.43 sec, stdev=2.26 sec; median=-0.16 sec

0

500

1000

1500

2000

2500

-8 -6 -4 -2 0 2 4 6 8

tt residual, sec

## i

n 1

se

c b

in

Pn travel time residuals from earthquakes LocSAT; Lamont kriged SSSC; SEL3; nphase=5711mean=-0.29 sec; stdev=2.30 sec; median=-0.10 sec

0

500

1000

1500

2000

2500

-8 -6 -4 -2 0 2 4 6 8

tt residual, sec

## i

n 1

se

c b

in

Pn travel time residuals from earthquakes LocSAT; SAIC SSSC; SEL3; nphase=5712

mean=-0.19 sec; stdev=1.97 sec; median=-0.07 sec

0

500

1000

1500

2000

2500

3000

-8 -6 -4 -2 0 2 4 6 8

tt residual, sec

## i

n 1

se

c b

in

Page 27: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 27

MAIN FINDINGS AND CONCLUSIONS

1. Location of PNEs with SSSC is more accurate if all available stations are used2. Three IMS substitute stations location is not accurate even if SSSCs are used3. Sparse network simulation reveals broader location scatteringwhen SSSCs are used4. SSSCs usage reduces scattering of residuals in REB and SEL3,with IDC implemented SSSCs (Pn, Sn, Pg) having the largest standard deviation among all available SSSCs sets

Page 28: Review regional Source Specific Station Corrections (SSSCs) developed for  northern Eurasia

Enter Division/Section(In View>Master>Slide Master)

August 25, 2013 Page 28

WHAT NEXT?

1. Location of PNEs with SSSC is more accurate if all available stations are used – SAIC AND IDC?2. Three IMS substitute stations location is not accurate even if SSSCs are used - SAIC AND IDC?3. Sparse network simulation reveals broader location scatteringwhen SSSCs are used - SAIC AND IDC?4. SSSCs usage reduces scattering of residuals in REB and SEL3,with IDC implemented SSSCs (Pn, Sn, Pg) having the largest standard deviation among all available SSSCs sets