Correlation of Spectral Acceleration
Values from NGA Ground Motion Models
Jack W. Baker,
a)
M.EERI, and Nirmal Jayaram
a)
Ground motion models (or “attenuation relationships”) describe the
probability distribution of spectral acceleration at an individual period, given a
set of predictor variables such as magnitude and distance, but they do not
address the correlations between spectral acceleration values at multiple
periods or orientations. Those correlations are needed for several calculations
related to seismic hazard analysis and ground motion selection. Four NGA
models and the NGA ground motion database are used here to measure these
correlations, and predictive equations are fit to the results. The equations are
valid for periods from 0.01 seconds to 10 seconds, versus similar previous
equations that were valid only between 0.05 and 5 seconds and produced
unreasonable results if extrapolated. Use of the new NGA ground motion
database also facilitates a first study of correlations from intra- and inter-event
residuals. Observed correlations are not sensitive to the choice of
accompanying ground motion model, and intra-event, inter-event, and total
residuals all exhibit similar correlation structure. A single equation is thus
applicable for a variety of correlation predictions. A simple example illustrates
the use of the proposed equations for one hazard analysis
application. DOI: 10.1193/1.2857544
INTRODUCTION
The utility of ground motion models (GMMs) can be extended if correlations of re-
sponse spectral values at multiple periods or orientations (e.g., fault-normal/fault-
parallel) are known. These correlations allow existing ground motion models to be
adopted for predicting the joint distribution of spectral acceleration values at multiple
periods, which is useful for vector-valued probabilistic seismic hazard analysis and gen-
eration of custom ground motion models. Predictions of these correlations have been
previously proposed, but the NGA project’s new GMMs and expanded ground motion
library facilitate the development of an improved equation that is applicable over a wider
range of periods. In this paper, the methodology for measuring and predicting these cor-
relations is briefly outlined, a new correlation equation is developed, and the new results
are examined and compared to previous comparable equations.
To describe precisely the correlations being studied, it is helpful to note that ground
motion predictions take the following general form
a)
Dept. of Civil and Environmental Engineering, Stanford University, Stanford, CA 94305-4020
299
Earthquake Spectra, Volume 24, No. 1, pages 299–317, February 2008; © 2008, Earthquake Engineering Research Institute