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What Do Ground‐Motion Prediction 
Equations Tell Us About Motions Near 
Faults?
David M. Boore
Geophysicist
Los Altos, California
Given in the session: Correlations between fault zone structure, 
earthquakes and generated motion
40th Workshop of the International School of Geophysics on 
PROPERTIES AND PROCESSES OF CRUSTAL FAULT ZONES
Ettore Majorana Foundation and Centre for Scientific Culture | 
Erice (TP), Sicily, Italy, May 18‐24, 2013
Short Answer: Not Much
• Contents of talk
– NGA‐West 2 Project
• Develop global database
– Ground motions near faults
• Inferring fault slip as a function of space and time (source 
processes)
• Spatial variability (source and propagation processes)
– Scaling of ground motions with magnitude at near and 
intermediate distances (source processes)
• Observed scaling
• Simulated scaling
– Stochastic simulations
– Application to simulate M scaling
Pacific Earthquake Engineering Research Center 
(PEER) Next Generation Attenuation Project (NGA‐
West 2) Overview
• Goal of Project
– Derive equations for the prediction of various measures of 
ground shaking from crustal earthquakes in active 
tectonic regions, as a function of M, R, site condition, etc.
• This is the second of two NGA projects.  The results 
of the first project were published in 2008.
Ground‐Motion Prediction Equations (GMPEs)
• What are GMPEs?
– Simple equations giving the mean and standard deviation of measures 
of ground motion as a function of magnitude, distance, site conditions, 
and perhaps other variables
• How are GMPEs used?
– Specify motions for seismic design
• Individual structures
• Constructing hazard maps used in building codes
– Convenient summary of average M and R variation of motion from 
many recordings
• Source scaling
• Path effects
• Site effects
Ground‐Motion Prediction Equations (GMPEs)
       , , 30 30ln , , , , , ,E P B JB S B s JB n JB SY F mech F R F V R R V    M M M M
PEER NGA‐West 2 Project Overview
• Developer Teams (each developed their own GMPEs)
– Abrahamson, Silva, and Kamae (ASK13)
– Boore, Stewart, Seyhan, and Atkinson (2 additional members added to 
the BA08 team) (BSSA13)
– Campbell & Bozorgnia (CB13)
– Chiou & Youngs (CY13)
– Idriss (I13)
• Supporting Working Groups
– Directivity
– Site Response
– Database
– Directionality
– Uncertainty
– Vertical Component
– Adjustment for Damping
PEER NGA‐West 2 Project Overview
• All developers used subsets of data chosen from a 
common database 
– Metadata (e.g., magnitude, distance, etc.)
– Uniformly processed strong‐motion recordings
– U.S. and foreign earthquakes
– Active tectonic regions (subduction, stable continental 
regions are separate projects)
• The database development was a major time‐
consuming effort
NGA‐West2 Status
• Most tasks have been completed
– Databases, damping scaling, directivity, directionality, site response
– GMPE final reports 
• The GMPEs for horizontal components have been submitted to the USGS:
– Feedback from the USGS National Hazard Maps, internal and external reviewers
• Final reports and the database are now publically available:  
– http://peer.berkeley.edu/ngawest2/final‐products/
– http://peer.berkeley.edu/ngawest2/databases/
Predicted and Predictor Variables
• Ground‐motion intensity measures
– Peak acceleration (PGA)
– Peak velocity (PGV)
– Response spectra (PSA, H components combined, similar to geometric mean 
PSA of the two components)
• Basic predictor variables
– Moment magnitude (M)
– Distance (RJB, RRUP)
– Site characterization (VS30)
• Additional predictor variables
– Basin depth
– Hanging wall/foot wall
– Depth to top of rupture
– Fault dip
– Event class (mainshock/aftershock)
– etc.
• NGA‐West1 models did 
not explicitly include 
directivity of ground 
motion
• Five directivity models 
have been developed
– Wide‐band and narrow‐
band models
• This effort will continue in 
2013‐14
-117 -116.5 -116
Longitude
34
34.5
35
Latitude
Epicenter
Lucerne Valley
136 cm/sec
Forward directivity
region
Backward directivity
region
Rupture
propagation
Joshua Tree
43 cm/sec
1992 Landers, CA, EQ
Directivity
What are response spectra? 
• The maximum response of a suite of single 
degree of freedom (SDOF) damped oscillators for 
a range of resonant periods, plotted as a function 
of the resonant period for a given input motion
• Why useful?  Buildings can often be represented 
as SDOF oscillators, so a response spectrum 
provides the motion of an arbitrary structure to a 
given input motion, which is useful in engineering 
design
Period = 0.2 s
0.5 s 1.0 s
Courtesy of J. Bommer
Response Spectrum
Courtesy of J. Bommer
Surface projection of rupture
Station
Epicenter
Hypocenter High-stress zone
Fault rupture
D1
D2
D3
D4
D5
Most Commonly Used:
D4 = RRUP
D5 = RJB
(0.0 for station over the
fault)
Distance Measures
Kyoshin Net    (K‐NET) 
Japanese strong motion 
network
http://www.k‐net.bosai.go.jp
• 1000 digital instruments installed 
after the Kobe earthquake of 1995
• free field stations with an average 
spacing of 25 km
• velocity profile of each station up 
to 20 m by downhole
measurement
• data are transmitted to the 
Control Center and released on 
Internet in 3‐4 hours after the 
event
• more than 2000 accelerograms
recorded in 4 years 
There are now many 
networks of strong‐
motion recorders in 
the world.  Here is an 
example:
PEER NGA‐West 2 Strong‐Motion Database
• >600 (173) worldwide shallow crustal events from active 
tectonic regions
• >21,000 (3551) recordings (mostly 3‐components each) 
uniformly processed strong motion stations
• M 3.0 (4.2) to 7.9 (7.9)
Blue = Previous NGA
Earthquake Name* Year M N Rec Rrup Range (km)
Tottori, Japan 2000 6.6 414 1-333
Niigata, Japan 2004 6.6 530 8-300
Chuetsu-oki, Japan 2007 6.8 616 10-300
Iwate, Japan 2008 6.9 367 5-280
El Mayor-Cucapah, CA 2010 7.2 238 11-240
Darfield, New Zealand 2010 7.0 114 1-540
Christchurch, New Zealand 2011 6.1 104 2-440
Wenchuan, China 2008 7.9 263 1-1500
L'Aquila, Italy 2009 6.3 48 5-230
*subset of added events
Examples of data added to NGA‐West2 database
How the NGA‐West 2 Project Fits into this Talk
• The database created in the project contains 
uniformly processed data and carefully screened 
metadata (e.g., VS30) that can be used in studies 
of near‐fault ground motions
– Amplitude variations
– Polarization complexities
• The GMPEs provide a summary of many data 
(used for studies of source, path, and site effects)
– Scaling with magnitude
Ground Motions Near Faults
Large Earthquakes with Near‐Fault Recordings of 
Ground Motion
• 1999 Kocaeli, Turkey (M 7.5)
• 1999 Chi‐Chi, Taiwan (M 7.6)
• 1999 Duzce, Turkey (M 7.1)
• 2002 Denali Fault, Alaska (M 7.9)
• 2004 Parkfield, California (M 6.0)
• 2008 Wenchuan, China (M 7.9)
Numbers of Records in PEER NGA‐West 2 Database for 3 Near‐
fault Distance Ranges
Event Type M RJB<2 km RJB<5 km RJB<10 
km
Kocaeli SS 7.6 2 3 4
Chi‐Chi RS 7.5 18 23 42
Duzce SS 7.1 2 7 9
Denali SS 7.9 1 1 1
Parkfield SS 6.0 19 41 63
Wenchuan RS 7.9 5 6 6
Note that being close is not the same as being in the fault zone.  This is 
particularly true for non‐vertical faults (usually RS, NS faults).  It is also 
true that a station can be in the Fault Damage Zone, and yet RJB could 
be large.  The dataset available to me did not have a variable indicating 
whether or not a station was in the FDZ.
From Bouchon et al. (2002)
Near‐fault records are usually used in determinations of fault slip as a function of 
space and time: the 1999 Kocaeli, Turkey (M 7.5)
2004 Parkfield, California (M 6.0)
From Liu et al. (2006)
Most Extensively
Observed Earthquake
to Date in the Near-
Fault Region
Parkfield
2004
The records also tell us about spatial variability of motions near 
faults
Shakal et al. (2006a)
Coherent 
polarization and 
spatial 
variations in 
amplitude for 
displacements
Sources of Variability
• Nonuniform fault slip
• Site geology
• Fault zone effects
• See Antonio Rovelli’s talk for more discussion 
of the sources of variability
Most Extensively
Observed Earthquake
to Date in the Near-
Fault Region
Parkfield
2004
The records also tell us about spatial variability of motions near 
faults
Spatial variations  depend on 
frequency content of the motion—
for a given station separation, expect 
more variability for higher frequency 
motions
Most Extensively
Observed Earthquake
to Date in the Near-
Fault Region
Parkfield
2004
The records also tell us about spatial variability of motions near 
faults
UPSAR
From Fletcher et al. (1992)
USGS Parkfield Dense Seismograph Array (UPSAR) Recordings of the 2004 Parkfield
Earthquake
Less variability for longer period motion
T=0.1 s
T=2.0 s
Recordings near the Calaveras Fault Zone
From Spudich and Olsen (2001)
Gilroy #6 on a ridge to the east of 
the fault, with Vs30=663 m/s
Coyote Lake downstream in the 
fault zone with Vs30=295 m/s
1993 (M 5.1): abutment, downstream
CL79 (M 5.7): 
abutment
Displacement 
frequencies ~0.5 to 2 
Hz
S‐wave portion for 1993 is more 
fault normal than fault parallel, 
in contrast to MH84 at the 
abutment station
MH84
1993 abutment 1993 downstream
1984 Morgan Hill
Gilroy #6 (fault normal)
Abutment
Gilroy #6
Sources of Variability of Amplitude and 
Polarization
• Nonuniform fault slip
• Site geology
• Fault zone effects
Turning now to GMPEs:
Number of records used for BSSA13 base‐case GMPEs
C:nga_w2report4peer_figures psa_vs_rjb.14mar13.m_3‐4_4‐5_5‐6_6‐7_7‐
8_vs_760_mech_1(ss)_t_0.2_1.0_3.0_6.0.draw
• SS only, 
adjusted to 
VS30= 760 m/s
• Large scatter 
(M‐dependent)
• For single M, 
near‐source 
saturation
• Distance decay 
a function of 
period and M
(not so obvious 
for M)
• For single RJB, 
saturation for 
large M, close 
distances, short 
periods
• M scaling 
greater for long 
periods
• For single M, near‐source 
saturation
• Distance decay a function 
of period and M (not so 
obvious for M)
• For single RJB, saturation 
for large M, close 
distances, short periods
• M scaling greater for long 
periods
• Site 
amplification 
generally 
larger for 
long periods 
than short 
periods
• Nonlinear 
effects for 
large M
(implying 
large “rock” 
motions) lead 
to reduction 
of motions at 
short periods
Scaling of Motions with Magnitude at 
Near and Intermediate Distances
• Data
• Data plus GMPEs
• Data plus simulations
SIMULATIONS
• Stochastic method fundamentals
• Finite‐fault modification
• Source/path/site params for the simulations
• Deterministic modelling of high-frequency waves not
possible (lack of Earth detail and computational
limitations)
• Treat high-frequency motions as filtered white noise
(Hanks & McGuire , 1981).
• combine deterministic target amplitude obtained from
simple seismological model and quasi-random phase
to obtain high-frequency motion. Try to capture the
essence of the physics using simple functional forms
for the seismological model. Use empirical data
when possible to determine the parameters.
Stochastic modelling of ground-motion:
Point Source
0.1 1.0 10 100
0.01
0.1
1.0
10
100
Frequency (Hz)
Fourieraccelerationspectrum(cm/sec)
f0 f0
M = 7.0
M = 5.0
-200
0
200
20 25 30 35 40 45
-200
0
Time (sec)
Acceleration(cm/sec2
)
M = 7.0
M = 5.0
R=10 km; =70 bars; hard rock; fmax=15 Hz
File:C:metu_03simulationM5M7_spectra_accel.draw;Date:2003-09-17;Time:20:07:43
Basis of stochastic method
Radiated energy described by
the spectra in the top graph is
assumed to be distributed
randomly over a duration given
by the addition of the source
duration and a distant-
dependent duration that
captures the effect of wave
propagation and scattering of
energy
These are the results of actual
simulations; the only thing that
changed in the input to the
computer program was the
moment magnitude (5 and 7)
Target amplitude spectrum
Deterministic function of source, path and site
characteristics represented by separate multiplicative filters
Earthquake
source
Propagation
path
Site
response
Instrument
or ground
motion
0 0( , , ) ( , ) ( , ) ( ) ( )Y M R f E M f P R f G f I f   
THE KEY TO THE SUCCESS OF THE MODEL LIES IN BEING
ABLE TO DEFINE FOURIER ACCELERATION SPECTRUM
AS F(M, DIST)
Finite‐Fault Adjustments
Parameters used in simulations are from 
Atkinson and Silva (2000)
Summary
• In spite of the large dataset, there are relatively few records 
from crustal fault zones in the large NGA dataset
• Fault zone records show significant variability in amplitude 
and polarization, but unraveling the causes of this 
variability is difficult
• The magnitude‐to‐magnitude increase of motions at a 
given distance becomes smaller as magnitude increases, 
with short‐period motions at near‐fault distances having 
almost complete saturation for large magnitudes
• The magnitude scaling is largely reproduced by simple 
models of the source and path effects
Thank you

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What Do Ground Motion Prediction Equations Tell Us?