J Seismol (2009) 13:53–72
DOI 10.1007/s10950-008-9115-1
ORIGINAL ARTICLE
Sensitivity analysis of the parameters of earthquake
recurrence time power law scaling
Abdelhak Talbi · Fumio Yamazaki
Received: 31 December 2007 / Accepted: 5 June 2008 / Published online: 10 July 2008
© Springer Science + Business Media B.V. 2008
Abstract The stability of the power law scaling
of earthquake recurrence time distribution in a
given space–time window is investigated, taking
into account the magnitude of completeness and
the effective starting time of aftershock sequences
in earthquake catalogs from Southern California
and Japan. A new method is introduced for sam-
pling at different distances from a network of
target events. This method allows the recurrence
times to be sampled many times on the same area.
Two power laws with unknown exponents are as-
sumed to govern short- and long-recurrence-time
ranges. This assumption is developed analytically
and shown to imply simple correlation between
these power laws. In practice, the results show
that this correlation structure is not satisfied for
short magnitude cutoffs (m
c
= 2.5, 3.5, 4.5), and
hence the recurrence time distribution departs
from the power law scaling. The scaling parame-
ters obtained from the stack of the distributions
corresponding to different magnitude thresholds
are quite different for different regions of study.
It is also found that significantly different scaling
parameters adjust the distribution for different
A. Talbi (B ) · F. Yamazaki
Department of Urban Environment System,
Graduate School of Engineering, Chiba University,
1–33, Yayoi-cyo, Inage-ku, Chiba-shi,
Chiba, 263–8522, Japan
e-mail: abdelhak_t@graduate.chiba-u.jp
magnitude thresholds. In particular, the power
law exponents decrease when the magnitude cut-
off increases, resulting in a slower decrease of
the recurrence time distribution, especially for
short time ranges. For example, in the case of
Japan, the exponent p
2
of the power law scaling
at large recurrence times follows roughly the re-
lation: p
2
(m
c
) =−0.07m
c
+ 2.7; m
c
≥ 3.5, where
m
c
is the magnitude cutoff. In case of Southern
California, it is shown that Weibull distribution
provides a better alternative fit to the data for
moderate and large time scales.
Keywords Recurrence times · Scaling ·
Power laws · Universality ·
Magnitude of completeness
1 Introduction
Quite recently, a new scaling law for earthquake
recurrence time distribution, D, has been intro-
duced and claimed to be universal for broad areas
and different magnitude thresholds (Bak et al.
2002; Christensen et al. 2002; Corral 2003, 2004a,
b, 2007). The law we refer to, in short, as “Bak’s
scaling law” consists of two power laws (PLs), one
for short time ranges and the other for long time
ranges. According to its authors, this law reveals
a complex spatiotemporal organization of seismic-
ity, which may be viewed as an intermittent flow of