Attenuation Relationship Based on Turkish Strong Motion Data

download Attenuation Relationship Based on Turkish Strong Motion Data

of 27

Transcript of Attenuation Relationship Based on Turkish Strong Motion Data

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    1/27

    An attenuation relationship based on Turkish strong motion data

    and iso-acceleration map of Turkey

    Resat Ulusay*, Ergun Tuncay, Harun Sonmez, Candan Gokceoglu

    Hacettepe University, Department of Geological Engineering, 06532 Beytepe, Ankara, Turkey

    Received 27 May 2003; accepted 13 April 2004

    Available online 9 June 2004

    Abstract

    This paper presents an attenuation relationship of peak ground acceleration (PGA) derived from Turkish strong motion data

    for rock, soil and soft soil sites and an iso-acceleration map of Turkey based on this relationship. For the purpose, among all the

    three-component accessible records, 221 records from 122 earthquakes that occurred in Turkey between 1976 and November

    2003 were selected. The database was compiled for earthquakes with moment magnitudes (Mw) and PGA values ranging

    between 4.1 and 7.5, and 20 and 806 gal, and distances to epicenter considered in the database were between 5 and 100 km.

    From the regression analysis of the data, an attenuation equation of PGA considering rock, soil and soft soil conditions was

    developed. The PGA values predicted from the equation suggested in this study and those both from a few domestic equations

    and some imported equations were compared. In addition, an iso-acceleration map of Turkey was constructed using thesuggested attenuation equation and considering both known active faults and epicenter locations of the earthquakes that have

    occurred in Turkey.

    D 2004 Elsevier B.V. All rights reserved.

    Keywords: Attenuation relationship; Iso-acceleration map; Peak ground acceleration; Strong motion database; Turkey

    1. Introduction

    In seismic hazard analyses the quantitative descrip-

    tion of the ground motions are very important. One of

    the ground motion parameters commonly used in

    geotechnical and structural engineering analyses is

    peak ground acceleration (PGA). Therefore, estima-

    tion of this parameter in a precise manner has a prime

    importance in engineering design. Major initiatives to

    instrument seismically active regions around theworld were undertaken in the twentieth century, and

    these instruments have provided a large inventory of

    recordings. Data from this inventory are used to

    develop empirical strong motion attenuation relation-

    ships to estimate earthquake ground motions based on

    some characteristics of the earthquakes and local

    geology. PGA is the simplest strong-motion parameter

    and hence more than 120 attenuation equations have

    been derived in the past to predict it (Douglas, 2003).

    However, these equations were derived for different

    0013-7952/$ - see front matterD 2004 Elsevier B.V. All rights reserved.doi:10.1016/j.enggeo.2004.04.002

    * Corresponding author. Fax: +90-312-299-2034.

    E-mail address: [email protected] (R. Ulusay).

    www.elsevier.com/locate/enggeo

    Engineering Geology 74 (2004) 265291

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    2/27

    earthquake regions and fault types, and interplate

    versus intraplate. In addition, their data selection

    criteria are different, and some of them pertain to

    only a single ground type such as rock or firm soil. Asa result of their nature, differences among the esti-

    mated PGA values from the existing attenuation

    relationships from one region or country to another

    result in a limitation in their use. Therefore, the use of

    attenuation relationships derived from the records of a

    region, where the predictive equations are considered,

    shows an increasing tendency between the associated

    engineering community.

    In Turkey, the seismic hazard zonation map was

    published by the Ministry of Public Works and

    Settlement of Turkey (1996). Based on this map,

    Turkey is divided into five subclasses of seismic zone

    with PGA values of >0.4g, 0.30.4g, 0.20.3g, 0.1

    0.2g and < 0.1g for zones ranging from I to V,

    respectively. The current practice in Turkey is to

    directly use the PGA values from the seismic codes

    published by the Ministry of Public Works and

    Settlement of Turkey (1998). According to the codes,

    PGA values of 0.4g, 0.3g, 0.2g and 0.1g are assigned

    for zones ranging from I to IV, respectively. However,

    in seismic hazard modeling studies for Turkey, some

    investigators (e.g. Erdik et al., 1985; Gulkan et al.,

    1993; Kayabali, 2002) employed the relationshipssuggested for California, specifically by Joyner and

    Boore (1981, 1988) due to some similarities between

    the San Andreas Fault in USA and the North Anato-

    lian Fault Zone in Turkey. The seismic zoning map of

    Turkey have the same setbacks and these are outlined

    by Kayabali and Akin (2002). In order to minimize

    the effects of the setbacks in the present map, new

    maps were constructed by Kayabali (2002) and Kaya-

    bali and Akin (2002) using the probabilistic and

    deterministic approaches, respectively. However,

    Kayabali and Akin (2002) also indicated that theprobabilistic-based maps appear to have employed

    relatively large seismic zones, and therefore, deter-

    ministic-based seismic map seems to be more realis-

    tic. In the construction of the deterministic based iso-

    acceleration and seismic zoning maps of Turkey,

    Kayabali and Akin (2002) considered only active

    faults and ignored locations of the epicenters. In

    addition, they compared two domestic attenuation

    equations of strong ground motion for the earthquakes

    of Turkey developed by Inan et al. (1996) and Aydan

    et al. (1996), and some imported equations. Based on

    their comparisons, they decided to use the equation

    developed by Sadigh et al. (1997) as the appropriate

    prediction equation for the construction of their map.However, the equation by Sadigh et al. (1997) does

    not account for normal faulting, and it was a non-

    sense comparison through the use of the distance to

    epicenter instead of hypocentral distance when they

    considered the equation, which was developed by

    Aydan et al. (1996) modified by Aydan (2001) for

    Turkey. The PGA values picked up from this iso-

    acceleration map are for bedrock and it is necessary to

    carry out site response analyses for the computation of

    maximum PGA for soil sites.

    Three domestic attenuation relationships of PGA

    for the earthquakes of Turkey were suggested by Inan

    et al. (1996), Aydan (2001), and Gulkan and Kalkan

    (2002). The PGA equation developed by Inan et al.

    (1996) is as follows:

    log PGA 0:65M 0:9 log R 0:44 1

    where M is the earthquake magnitude and R is the

    distance to epicenter in kilometers. No distinction is

    considered between the records obtained from the

    stations founded on rock and soil sites in this atten-

    uation relationship. It is also noted that type of the

    magnitude employed in the equation and data selec-

    tion criteria have not been mentioned in the related

    literature. On the other hand, this relationship yields

    unusually high values of PGA particularly in near

    source areas.

    The second attenuation relationship based on a

    large database system, which is called TURDIVAZ

    and involved recordings at stations on soil and rocky

    grounds operated by ERD, KOERI and ITU for the

    characteristics of acceleration waves of Turkish earth-

    quakes, was developed by Aydan and published in a

    report (Aydan, 1997) and in an article (Aydan et al.,1996), respectively. This attenuation relationship is

    given in the following form:

    amax 2:8e0:9Ms e0:025R 1 2

    where amax is the maximum ground acceleration, and

    Ms and R are the surface magnitude and the hypocen-

    tral distance of a given earthquake, respectively. At the

    beginning the number of data employed for the above

    equation was 60. This function consists of two expo-

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291266

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    3/27

    nential functions, which fundamentally govern the

    overall form of attenuation. Two criteria were selected

    by its originator in developing this equation: (i) when

    the magnitude is zero, there should not be any groundmotion, and (ii) it should also be capable of estimating

    strong ground motions of large earthquakes of Turkey

    with known accelerations. However, Aydan recog-

    nized a small problem with Eq. (2), that is, the ground

    acceleration will have a negative value when R goes to

    infinity although it will almost no effect on the

    estimated maximum ground acceleration. Therefore,

    form of the equation was slightly modified in order to

    satisfy the condition, that is, the maximum ground

    acceleration should be nil when R goes to infinity, and

    re-written in the following form (Aydan, 2001).

    amax 2:8e0:9Ms 1e0:025R 3

    The coefficient 2.8 appearing in Eq. (3) is considered

    for soils and reduced to 0.56 for firm soils and rocky

    grounds as the site condition coefficient. This attenu-

    ation relationship generally simulated the records of

    big earthquakes of Turkey.

    The most recent attenuation relationship for Turkey

    was developed by Gulkan and Kalkan (2002) by using

    the same general form of the equation proposed for

    shallow earthquakes in Western North America by

    Boore et al. (1997). The ground motion parameter

    estimation is as follows:

    ln Y b1 b2M 6 b3M 62 b5ln r

    bv lnVs=VA; 4

    r R2cl h20:5; 5

    where Yis the ground motion parameter (PGA or PSAin g), M is (moment) magnitude; Rcl is the closest

    horizontal distance between the recording station and

    a point on the horizontal projection of the rupture

    zone on the earths surface in km; Vs is the shear wave

    velocity for the station in m/s; b1, b2, b3, b5, h, bv and

    VA are the parameters to be determined. Here h is a

    fictitious depth and VA is a fictitious shear-wave

    velocity that is determined by regression. Gulkan

    and Kalkan (2002) utilized 47 horizontal components

    of only main shocks of 19 earthquakes with magni-

    tudes Mwz 5 occurred in Turkey between 1976 and

    1999, and omitted the PGA values less than 40 gal.

    Half of the data they employed was from the devas-

    tating Kocaeli and Duzce earthquakes of 1999. Basedon the Kocaeli and Duzce events, Gulkan and Kalkan

    (2002) compared their equations to some imported

    attenuation relationships not specifically from record-

    ings in Turkey, and concluded that the imported

    relationships overestimate the peak and spectral ac-

    celeration values for up to about 1520 km, for larger

    distances the reverse holds. These investigators also

    recommended that as additional strong motion

    records, shear-wave velocity profiles for recording

    sites and better determined distance data become

    available for Turkey, their attenuation relationship

    can be progressively modified and improved, and its

    uncertainties reduced.

    On the basis of the abovementioned information

    and brief evaluation, the authors of the present paper

    believe that the attenuation relationships derived in

    other countries and for different tectonic regimes

    should be carefully utilized for seismic assessments

    in Turkey. Therefore, the authors considered that

    derivation of an attenuation equation for PGA based

    on a larger database as a contributory study to those

    carried out to develop domestic equations for Turk-

    ish earthquakes, and its use in practice may becomeuseful. In this study, an attempt was made to derive

    an attenuation equation of PGA for rock, soil and

    soft soil sites in Turkey. The database, employed in

    this study included the records from the earthquakes

    of Mwz 4 between 1976 and November 2003.

    Among all the three-component records, 221 records

    of 122 earthquakes were selected for regression

    analysis, and effects of the site conditions were also

    considered. From the regression analysis of data, the

    equation to predict PGA for the sites underlain by

    rock, soil and soft soil were established. The PGAvalues estimated from the equation developed in this

    study and those from some previous domestic atten-

    uation equations and some imported models based

    on worldwide data were compared. In addition,

    using the proposed attenuation equation and consid-

    ering the epicenters of the earthquakes and the

    known active faults of Turkey, PGA values were

    calculated. Then the calculated PGA values were

    contoured to obtain an iso-acceleration map of

    Turkey. The PGA value picked up from the map

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291 267

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    4/27

    for any site is for bedrock, and when it is multiplied

    by the coefficients, the PGA of soil and soft soils

    can be found.

    2. Data selection criteria and database

    Installation of the acceleration recorders was initi-

    ated in Turkey in 1973 in relation with the project of

    Strong Ground Motion Network of Turkey, under the

    responsibility of the Earthquake Research Department

    (ERD) of the General Directorate of Disaster Affairs

    (GDDA). Since that date, the strong motion network

    has grown considerably, and the first strong motion

    recording of an earthquake was obtained in Denizli on

    19 August 1976, western Turkey. While the total

    number of instruments was 120 up to 2001, at the

    end of 2002 the total number of the instruments

    reached to 163 (ERD, 2003). Ninety-six of these

    accelerometers are digital, while 67 instruments are

    analog. The accelerometric sites in Turkey are gener-

    ally located along the North Anatolian and East

    Anatolian Fault Zones and as well as in the southwest-

    ern Anatolia. In addition to these instruments forming

    the network, a limited number of temporary stations

    installed by the Kandilli Observatory and Earthquake

    Research Institute of Bogazic i University (KOERI),Ystanbul Technical University (ITU), USGS, Lomont-

    Doberty Earth Observatory (LDEO, USA) and Uni-

    versite Joseph Fourier after the devastating 1999

    Kocaeli Earthquake are also present. The records of

    these stations were downloaded from the web sites ofthe Consortium of Organizations for Strong Motion

    Observation Systems (COSMOS, 2003) and USGS.

    Some of the accelerometric data, available on the

    Internet, do not include corresponding earthquake

    characteristics (location and magnitude), and there

    are some contradictions between different databases.

    In order to decrease the number of unknowns and

    uncertainties, and consequently improve the reliability

    of the derived attenuation equation, additional data

    associated with the earthquakes occurred in Turkey

    were also found from the Internet sites of ETHZ

    (2003), ISESD (2003), USGS-NEIC (2003), ISC

    (2003) and HARVARD (2003). Among all-the three-

    component accessible records between 1976 and No-

    vember 2003, 221 records from 122 earthquakes of

    Turkey were selected based on the criteria outlined in

    the following paragraphs. Locations of the accelero-

    metric sites in Turkey corresponding to the data

    selected in this study are shown in Fig. 1.

    Exclusion of records based on minimum PGA has

    been proposed as selection criteria and they are

    reviewed by Douglas (2003). In this study, the acce-

    leograms with a PGAz 20 gal were selected consid-ering the criterion by Campbell (1981) to avoid bias in

    Fig. 1. The locations of the strong ground motion stations of Turkey employed in this study.

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291268

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    5/27

    trigger threshold. The PGA data used in the analysis

    were mostly from the stations founded in small

    buildings, and the larger horizontal component of

    each record was selected.The best scale for scientific and engineering pur-

    poses is the moment magnitude (Mw) scale since it is

    related to the rupture parameters. Therefore, in this

    study earthquake size was characterized by Mw. Be-

    cause smaller earthquakes are generally not of engi-

    neering significance, the earthquakes with Mwz 4

    were considered. However, the magnitudes of the

    earthquakes occurred in Turkey are reported by dif-

    ferent institutions in various scales. Based on the

    database for a total of 170 events in Turkey occurred

    between 1976 and November 2003, the numbers of

    the magnitudes given by different institutions in Mw,Ms, Mb, Md and ML scales are 96, 95, 150, 75 and 69,

    respectively. In other words, Mw values are not

    available for all events. Therefore, it was decided to

    derive moment magnitude for all records, to provide a

    uniform and reliable scale for the attenuation relation-

    ship, which was developed in this study. For the

    purpose, values of Mw (from ETHZ and Harvard)

    were correlated to Ms (from ETHZ, ISC, USGS,

    Fig. 2. Correlations between the reported Mw, and the reported Ms, Mb, Md and ML values for Turkish earthquakes (r: correlation coefficient;

    S.D.: standard deviation).

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291 269

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    6/27

    Harvard and ISESD), Mb (from ETHZ, ISC, USGS

    and Harvard), Md and ML (from ERD) values. Using

    data sets of 54, 92, 28 and 27 between MsMw, Mb

    Mw, MdMw and MLMw, respectively, the relation-ship and conversion equations derived between Mwand other magnitude scales are given in Fig. 2. These

    relationships yielded considerably high correlation

    coefficients greater than 0.9. Of the 122 earthquakes

    considered in this study based on the selection criteria,

    magnitudes of 49 earthquakes have been directly

    presented in Mw scale. Therefore, magnitudes in Mwscale for the rest (73 earthquakes) were derived from

    the equations given in Fig. 2 (39, 18, 10 and 6 Mwvalues from Ms, Mb, Md and ML, respectively).

    The distance to epicenter is the easiest measure to

    use because the epicenter is the location information

    given for all earthquakes. For small earthquakes, the

    use of distance to epicenter in hazard analysis is

    reasonably straightforward because easily available

    catalogues of previous epicenters can be used as the

    future sources or if line or surface source zones are

    used then epicenters can be distributed on these

    source zones (Douglas, 2003). For large-magnitude

    earthquakes, the closest distance measures are gen-

    erally preferred over the point source distances, such

    as distance to the surface projection of the rupture

    (e.g. Joyner and Boore, 1981) or rupture distance

    (Campbell, 1981), at least for records from earth-quakes with Mw>6.5. However, for most of the

    events, particularly for small events that have oc-

    curred in Turkey, rupture surfaces have not been

    defined clearly, and these distances are more difficult

    to estimate. One of the other distance measures that

    is available for most earthquakes is hypocentral

    distance (Rh). However, accurate measures of focal

    depth are often difficult, and therefore, estimation of

    hypocentral distance is affected from this limitation.

    Most damaging earthquakes occur within a shallow

    region of the crust (about the top 30 km) and hence

    Rh and distance to epicenter (Rc) become equal at

    intermediate and large distances (Douglas, 2003). It

    is also noted that the values of focal depth reported

    by various institutions can be different as shown in

    Fig. 3 for some earthquakes with Mw>5.5 from

    Turkey. In this study, due to the abovementioned

    reasons, distance to epicenter, Re, is preferred to be

    used as site source distance in PGA estimation

    relation. Minimum and maximum distance criteria

    Fig. 3. Comparison of the depth values of some selected earthquakes of Turkey (Mw>5.5) reported by various institutions (earthquake numbers

    refer to the earthquakes given in Table 1).

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291270

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    7/27

    are sometimes applied. A minimum distance criterion

    of 2 km was applied by Wang et al. (1999) because

    2 km is the minimum error in epicentral locations

    and hence including records from smaller distancesmay give errors in the results. As mentioned by

    Douglas (2003), only records associated with reliable

    measures were used by some investigators (Camp-

    bell, 1981; Sabetta and Pugliese, 1987) by including

    only earthquakes with locations (epicenters or rup-

    ture distance) known to within 5 km or less. On the

    other hand, in the majority of the strong ground

    motion relations suggested for tectonically active

    regions (e.g. Boore et al., 1997; Campbell, 1997;

    Sadigh et al., 1997) the upper bound for sitesource

    distance is taken 100 km, which is the range where

    ground motions have engineering significance.

    Therefore, 5 and 100 km were taken as the lower

    and upper bounds of the distance to epicenter,

    respectively, and the records, for which the distance

    to epicenter does not fall into this range were

    omitted.

    One of the extremely difficult items in determining

    the site condition coefficient of the attenuation relation-

    ships is the ground conditions. Local site conditions at

    an acceleograph station can affect the strong motion

    recorded. Therefore, attempts have been made in most

    ground estimation relations to model the effect of near-surface ground conditions or strong motion. Data

    selection criteria, which seek to limit the acceleograms

    used to those recorded at stations with similar local site

    conditions, are the simplest techniques. While the

    widely accepted method quantitatively define the

    near-surface material based on shear-wave velocity,

    Vs, beneath the station. However, without consistent

    site classifications for the attenuation relations, it is

    often difficult to know how to apply the relations to a

    specific site. But information on Vs is currently lacking

    for the stations in Turkey. Based on their experiencewith the Iranian data, Zare and Bard (2002) classified

    the records from Turkey for site conditions according

    to the frequency band of the fundamental frequency

    based on their H/V ratio. This ratio was chosen based

    on the location of the broadened H/V spectral ratios

    and the value of its amplitude. These investigators

    suggest that this is the only method that may reveal

    the site response, in the absence of any reliable geo-

    logical and geotechnical data, such as Vs values. In

    brief, Zare and Bard (2002) divided soil groups for

    Turkey in ascending order for Vs and fundamental

    frequency (fo) site category: 1rock and hard alluvial

    soil corresponds to Vs>800 m/s, fo>15 Hz, site category

    2alluvial sites (500 < Vs

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    8/27

    Table 1

    Strong ground motion records used in the development of the attenuation relationship for peak ground acceleration (PGA) for Turkey

    No. Station Code Station

    coordinates

    Earthquake

    (date)

    Epicenter

    coordinates

    Re(km)

    PGA (gal) Site

    C.

    Mw

    Lat. Lon. Lat. Lon. N S E W U D

    1 Denizli Meteoroloji Mud. DNZ 37.814 29.112 19.08.1976 37.71 29 15.2 348.53 290.36 173.29 2 5.5a

    2 Cerkes Meteoroloji Mud. CER 40.88 32.91 05.10.1977 41.01 33.57 57.2 36.03 38.94 16.18 3 5.8

    3 Izmir Meteoroloji Mud. IZM 38.4 27.19 09.12.1977 38.35 27.23 6.6 158.91 272.97 87.25 2 5.2a

    4 Malatya Meteoroloji Mud. MLT 38.35 38.34 21.09.1978 37.97 38.59 47.5 14.08 35.79 21.12 1 5.0a

    5 Muradiye Meteoroloji Mud. M UR 39.03 43.7 11.04.1979 39.12 43.91 20.7 46.04 45.22 24.67 1 5.0a

    6 Dursunbey Kandilli

    Gozlem Ist.

    DUR 39.67 28.53 18.07.1979 39.66 28.65 10.3 232.29 288.25 199.77 2 5.3

    7 Hatay Bayindirlik ve

    Iskan Mud.

    HTY 36.25 36.11 30.06.1981 36.17 35.89 21.6 154.05 135.6 144.32 2 4.6a

    8 Gonen Meteoroloji Mud. GNN 40.08 27.68 05.07.1983 40.33 27.21 48.6 50.11 46.77 37.68 2 6.1

    9 Edincik Kandilli Gozlem Ist. EDC 40.36 27.89 05.07.1983 40.33 27.21 57.7 53.44 46.51 31.67 1 6.1

    10 Tekirdag Meteoroloji Mud. TKR 40.96 27.53 05.07.1983 40.33 27.21 75.0 29.89 34.91 17.19 1 6.1

    11 Edremit Meteoroloji Mud. EDR 39.61 27.03 05.07.1983 40.33 27.21 81.4 25.38 27.78 17.47 2 6.1

    12 Balikesir Meteoroloji Mud. BLK 39.66 27.86 05.07.1983 40.33 27.21 92.7 22.55 20.71 24.72 2 6.1

    13 Horasan Meteoroloji Mud. HRS 40.04 42.17 30.10.1983 40.35 42.18 34.4 173.3 150.26 87.92 2 6.6

    14 Erzurum Meteoroloji Mud. ERZ 39.906 41.256 30.10.1983 40.35 42.18 92.7 35.49 24.99 31.94 1 6.6

    15 Foca Gumruk Mud. FOC 38.64 26.77 17.06.1984 38.87 25.68 97.8 24.17 23 23.52 1 5.5b

    16 Kigi Meteoroloji Mud. 39.34 40.28 12.08.1985 39.95 39.77 80.6 163.06 89.1 42.63 2 4.9a

    17 Koycegiz Meteoroloji Mud. KOY 3 6.97 28.694 06.12.1985 36.97 28.85 13.8 103.24 114.46 68.59 2 5.1a

    18 Golbasi Devlet Hastanesi GOL 37.781 37.641 05.05.1986 38.02 37.79 29.6 114.7 76.04 38.96 1 6.0

    19 Kusadasi Meteoroloji Mud. KUS 37.861 27.266 01.06.1986 37.96 27.39 15.5 55.52 94.43 54.16 2 4.1c

    20 Golbasi Devlet Hastanesi GOL 37.781 37.641 06.06.1986 38.01 37.91 34.7 68.54 34.42 18.01 1 5.8

    21 Malatya Meteoroloji Mud. MLT 38.35 38.34 06.06.1986 38.01 37.91 53.2 23.57 24.81 26.04 1 5.8

    22 Muradiye Meteoroloji Mud. MUR 39.03 43.7 20.04.1988 39.11 44.12 37.3 49.5 51.18 20.65 1 5.5

    23 Foca Gumruk Mud. FOC 38.64 26.77 04.08.1988 38.86 27 31.5 31.61 41.4 28.32 1 4.7c

    24 Istanbul Bayindirlik veIsk. Mud.

    IST 41.08 29.09 12.02.1991 40.8 29.09 31.1 27.58 18.21 9.68 2 5.3a

    25 Amasya Meteoroloji Mud. AMS 40.63 35.87 12.02.1992 40.58 35.8 8.1 37.1 29.03 2 4.94 3 5.1b

    26 Erzincan Meteoroloji Mud. ERC 39.752 39.487 13.03.1992 39.72 39.63 12.7 470.92 404.97 238.55 2 6.6

    27 Tercan Meteoroloji Mud. TER 39.777 40.391 13.03.1992 39.72 39.63 65.3 39.38 26.97 22.67 2 6.6

    28 Refahiye Kaymakamlik

    Binasi

    REF 39.901 38.769 13.03.1992 39.72 39.63 76.2 67.21 85.93 31.57 2 6.6

    29 Erzincan Meteoroloji Mud. ERC 39.752 39.487 15.03.1992 39.53 39.93 45.2 32.45 39.3 18.47 2 5.9

    30 Erzincan Eksisu SERE 39.733 39.783 15.03.1992 39.53 39.93 25.8 112.5 40.7 3 5.9

    31 Izmir Meteoroloji Mud. IZM 38.4 27.19 06.11.1992 38.16 26.99 31.8 30.49 38.34 21.19 2 6.0

    32 Kusadasi Meteoroloji Mud. KUS 37.861 27.266 06.11.1992 38.16 26.99 41.1 83.49 71.8 62.1 2 6.0

    33 Ilica Meteoroloji Mud. ILI 38.31 26.31 06.11.1992 38.16 26.99 61.6 16.65 37.81 25.77 2 6.0

    34 Cesme Meteorological

    Station

    CES 38.333 26.317 06.11.1992 38.16 27 62.6 28.3 14.9 2 6.0

    35 Islahiye Meteoroloji Mud. ISL 37.05 36.6 03.01.1994 37 35.84 67.6 20.57 19.43 19.14 2 5.3a

    36 Foca Gumruk Mud. FOC 38.64 26.77 24.05.1994 38.66 26.54 20.1 36.06 49.8 29.6 1 5.5

    37 Foca Gumruk Mud. FOC 38.64 26.77 24.05.1994 38.76 26.6 19.9 57.65 46.84 25.6 1 5.5a

    38 Ilica Meteoroloji Mud. ILI 38.31 26.31 24.05.1994 38.76 26.6 56.0 24.91 26.88 14.6 2 5.5a

    39 Koycegiz Meteoroloji Mud. KOY 36.97 28.694 13.11.1994 36.97 28.89 17.4 72.79 96.51 57.91 2 5.4a

    40 Koycegiz Meteoroloji Mud. KOY 36.97 28.694 13.11.1994 37 28.82 11.7 26.6 20.78 20.63 2 4.7c

    41 Koycegiz Meteoroloji Mud. KOY 36.97 28.694 13.11.1994 36.96 28.8 9.5 57.16 39.95 34.25 2 5.4

    42 Koycegiz Meteoroloji Mud. KOY 36.97 28.694 13.11.1994 37.17 28.87 27.1 25.54 23.78 20.08 2 4.3d

    43 Tercan Meteoroloji Mud. TER 39.777 40.391 29.01.1995 39.98 40.99 55.8 44.98 48.52 24.81 2 5.2

    44 Van Bayindirlik ve

    Iskan Mud.

    VAN 38.504 43.406 26.02.1995 38.6 43.33 12.5 28 15.5 15.5 2 5.2b

    45 Tekirdag Meteoroloji Mud. TKR 40.96 27.53 13.04.1995 40.85 27.67 16.9 38 45 11 1 5.0a

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291272

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    9/27

    No. Station Code Station

    coordinates

    Earthquake

    (date)

    Epicenter

    coordinates

    Re(km)

    PGA (gal) Site

    C.

    Mw

    Lat. Lon. Lat. Lon. N S E W U D46 Tekirdag Meteoroloji Mud. TKR 40.96 27.53 18.04.1995 40.8 27.84 31.5 25.5 34.5 8 1 4.9c

    47 Dinar Meteoroloji Mud. DIN 38.06 30.155 26.09.1995 38.04 30.03 11.2 106 182.73 75.56 3 5.0a

    48 Dinar Meteoroloji Mud. DIN 38.06 30.155 26.09.1995 38.09 30.01 13.1 54.26 81.02 48.77 3 5.1a

    49 Dinar Meteoroloji Mud. DIN 38.06 30.155 27.09.1995 38.11 30.02 13.0 86.76 180.38 71.74 3 5.0a

    50 Dinar Meteoroloji Mud. DIN 38.06 30.155 28.09.1995 38.56 30.47 61.9 39.62 42.72 12.11 3 4.2c

    51 Dinar Meteoroloji Mud. DIN 38.06 30.155 01.10.1995 38.04 30.09 6.1 91.33 171.79 37.66 3 4.3c

    52 Dinar Meteoroloji Mud. DIN 38.06 30.155 01.10.1995 38.11 30.05 10.7 281.63 329.72 150.68 3 6.4

    53 Cardak Saglik Ocagi CRD 37.825 29.668 01.10.1995 38.11 30.05 46.0 65.07 61.3 98.47 2 6.4

    54 Burdur Meteoroloji Mud. BRD 3 7.723 30.294 01.10.1995 38.11 30.05 48.0 41.61 43.92 33.86 2 6.4

    55 Denizli Meteoroloji Mud. DNZ 37.814 29.112 01.10.1995 38.11 30.05 88.5 20 10 10 2 6.4

    56 Dinar Meteoroloji Mud. DIN 38.06 30.155 01.10.1995 38.1 30.02 12.6 224.66 125.87 54.85 3 5.4a

    57 Cardak Saglik Ocagi CRD 37.825 29.668 01.10.1995 38.1 30.02 43.4 24.83 20.87 13.18 2 5.4a

    58 Dinar Meteoroloji Mud. DIN 38.06 30.155 03.10.1995 38.01 30.05 10.7 68.53 145.59 97.68 3 5.0

    a

    59 Dinar Meteoroloji Mud. DIN 38.06 30.155 05.10.1995 38.04 30.1 5.3 104.32 128.84 80.48 3 5.2b

    60 Dinar Meteoroloji Mud. DIN 38.06 30.155 06.10.1995 38.03 30.09 6.6 98.85 168.08 44.57 3 5.0b

    61 Dinar Cezaevi DCE 38.075 30.161 11.10.1995 38.12 30.18 5.3 44.74 41.14 1 5.93 2 4.3a

    62 Dinar Jandarma Karakolu DJK 38.069 30.16 11.10.1995 38.12 30.18 5.9 31.31 63.6 13.18 2 4.3a

    63 Dinar Devlet Hastanesi DDH 38.067 30.171 11.10.1995 38.12 30.18 5.9 40.53 25.15 13.31 1 4.3a

    64 Dinar Koy Hizmetleri DKH 38.053 30.139 11.10.1995 38.12 30.18 8.3 86.24 47.18 14.53 2 4.3a

    65 Erzincan Bayindirlik

    ve Isk Mud.

    ERC 39.743 39.512 05.12.1995 39.3 40.3 83.5 28.27 24.02 23.99 2 5.8

    66 Erzincan Bayindirlik

    ve Isk Mud.

    ERC 39.743 39.512 05.12.1995 39.3 40.1 70.4 27.78 22.85 17.64 2 5.9a

    67 Erzincan Bayindirlik

    ve Isk Mud.

    ERC 39.743 39.512 14.02.1996 39.61 39.23 28.3 47.91 38.47 35.15 2 4.2d

    68 Kusadasi Meteoroloji Mud. KUS 37.861 27.266 20.02.1996 38.25 27.13 44.8 15.45 21.35 13.36 2 4.7b

    69 Kusadasi Meteoroloji Mud. KUS 37.861 27.266 02.04.1996 37.78 26.64 55.7 21.33 33.44 22.46 2 5.470 Tekirdag Meteoroloji Mud. TKR 40.96 27.53 14.04.1996 40.8 27.45 19.0 10.5 21 7 1 4.1c

    71 Osmancik Belediye Binasi OSM 4 0.97 34.83 14.08.1996 40.74 35.29 46.3 15.65 30.88 11.62 2 5.7

    72 Amasya Bayindirlik

    ve Isk Mud.

    AMS 40.63 35.87 14.08.1996 40.74 35.29 50.3 26.5 54 25.5 3 5.7

    73 Amasya Bayindirlik

    ve Isk Mud.

    AMS 40.63 35.87 14.08.1996 40.79 35.23 56.7 20 33.5 16.5 3 5.6

    74 Merzifon Meteoroloji Mud. MRZ 40.88 35.49 14.08.1996 40.79 35.23 24.0 33.38 102.34 28.53 2 5.6

    75 Buldan Kaymakamlik Binasi BLD 38.045 28.834 21.01.1997 38.12 28.92 11.2 24.37 38.51 28.02 2 5.2

    76 Hatay Bayindirlik ve

    Iskan Mud.

    HTY 36.25 36.11 22.01.1997 36.14 36.12 12.2 134.5 149 89.5 2 5.7

    77 Hatay Bayindirlik ve

    Iskan Mud.

    HTY 36.25 36.11 23.01.1997 36.16 36.33 22.1 27.5 19 16 2 4.1c

    78 Amasya Bayindirlik

    ve Isk. Mud.

    AMS 40.63 35.87 28.02.1997 40.68 35.3 48.3 21 21 14.5 3 5.4a

    79 Sakarya Bayindirlik

    ve Isk. Mud.

    SKR 40.739 30.384 21.10.1997 40.7 30.42 5.3 33.87 71.59 15.14 1 4.3a

    80 Gelibolu Karayollari Mud. GLB 40.43 26.67 25.10.1997 40.49 26.43 21.3 42.42 19.43 8.75 2 5.2a

    81 Edremit Meteoroloji Mud. EDR 39.583 27.016 05.03.1998 39.68 26.7 29.1 27.11 20.06 14.17 2 5.0a

    82 Dinar Meteoroloji Mud. DIN 38.06 30.155 04.04.1998 38.14 30.04 13.4 134.73 130.9 27.71 3 5.2

    83 Cardak Saglik Ocagi CRD 37.825 29.668 04.04.1998 38.14 30.04 47.8 24.48 27.88 19.15 2 5.2

    84 Horasan Meteoroloji Mud. HRS 40.043 42.173 13.04.1998 39.91 41.61 50.1 38.5 32.5 23.5 2 5.2

    85 Elazig Bayindirlik Mud. ELZ 38.672 39.193 09.05.1998 38.38 38.94 39.2 25.5 15 17.5 2 5.1

    86 Ceyhan Tarim Ilce Mud. CYH 37.05 35.81 27.06.1998 36.85 35.55 32.0 273.55 223.28 86.47 3 6.3

    Table 1 (continued)

    (continued on next page)

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291 273

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    10/27

    No. Station Code Station

    coordinates

    Earthquake

    (date)

    Epicenter

    coordinates

    Re(km)

    PGA (gal) Site

    C.

    Mw

    Lat. Lon. Lat. Lon. N S E W U D87 Karatas Meteoroloji Mud. KRT 36.561 35.367 27.06.1998 36.85 35.55 36.0 28.5 33.1 19.74 2 6.3

    88 Mersin Meteoroloji Mud. MRS 36.83 34.65 27.06.1998 36.85 35.55 80.0 119.29 132.12 22.05 3 6.3

    89 Hatay Bayindirlik ve

    Iskan Mud.

    HTY 36.213 36.16 27.06.1998 36.85 35.55 89.3 27.07 25.79 12.36 2 6.3

    90 Islahiye Meteoroloji Mud. ISL 37.05 36.6 27.06.1998 36.85 35.55 95.8 21.35 18.22 14.11 2 6.3

    91 Nacarli Koyu NAC 36.87 35.617 04.07.1998 36.84 35.44 16.1 24.1 20 19.6 1 5.4

    92 Kilicli Koyu Ilkogretim

    Okulu

    KIL 37.081 35.455 04.07.1998 36.84 35.44 26.8 122.1 132.9 35.9 3 5.4

    93 Baklal Koyu Saglik Ocagi BKL 37.033 35.633 04.07.1998 36.84 35.44 27.4 28.3 20.8 13.8 3 5.4

    94 Mersin Meteoroloji Mud. MRS 36.83 34.65 04.07.1998 36.84 35.44 70.2 46.7 60.9 12.1 3 5.4

    95 Baklali Koyu Saglik Ocagi BKL 37.033 35.633 04.07.1998 36.88 35.62 17.0 22 23.1 12.6 3 4.6a

    96 Kilicli Koyu Ilkogretim

    Okulu

    KIL 37.081 35.455 04.07.1998 36.88 35.62 26.7 90 90.7 25 3 4.6a

    97 Bornava Ziraat Fakultesi BRN 38.455 27.229 09.07.1998 38.08 26.68 63.4 27 12.5 5.6 3 5.0a

    98 Horasan Tarim Ilce Mud. HRS 40.043 42.173 19.12.1998 39.82 42.13 25.0 26.5 19.5 14 2 4.9a

    99 Elazig Bayindirlik Mud. ELZ 38.672 39.193 13.04.1999 38.53 39.25 16.5 12.5 31 9.5 2 4.5a

    100 Tosya Meteoroloji Mud. TOS 41.013 34.037 16.06.1999 40.96 33.87 15.2 34.36 30.49 17.76 2 4.1a

    101 Erzurum Bayindirlik

    ve Isk. Mud.

    ERZ 39.903 41.262 20.07.1999 39.53 41.28 41.4 33.51 29.88 23.5 1 4.8a

    102 Yarimca Petkim Tesisleri 40.7639 29.762 17.08.1999 40.76 29.97 17.5 230.22 322.2 3 7.5

    103 Sakarya Bayindirlik

    ve Isk. Mud.

    SKR 40.737 30.384 17.08.1999 40.76 29.97 34.9 407.04 259 1 7.5

    104 Iznik Karayollari Sefligi IZN 40.437 29.691 17.08.1999 40.76 29.97 42.9 91.89 123.32 3 7.5

    105 Gebze Tubitak Marmara

    A. M.

    GBZ 4 0.82 29.44 17.08.1999 40.76 29.97 45.1 284.82 141.45 2 7.5

    106 Darica Arcelik Arge Binasi 40.8236 29.3607 17.08.1999 40.76 29.97 51.7 2 11.37 133.68 2 7.5

    107 Heybeliada Sanatoryum HAS 40.8688 29.087 17.08.1999 40.76 29.97 75.2 56.15 110.23 1 7.5108 Goynuk Devlet Hastanesi GYN 40.385 30.734 17.08.1999 40.76 29.97 76.7 117.9 137.7 129.9 2 7.5

    109 Istanbul Bayindirlik

    ve Isk. Mud.

    IST 41.08 29.09 17.08.1999 40.76 29.97 81.9 60.67 42.66 36.22 2 7.5

    110 Levent Yapi Kredi Plaza 41.0811 29.0111 17.08.1999 40.76 29.97 88.0 41.08 35.52 1 7.5

    111 Fatih Turbesi FAT 41.0196 28.95 17.08.1999 40.76 29.97 90.4 189.39 161.87 3 7.5

    112 Bursa Tofas Fabrikasi 40.2605 29.068 17.08.1999 40.76 29.97 94.2 100.89 100.04 3 7.5

    113 Bursa Sivil Savunma Mud. BRS 40.184 29.131 17.08.1999 40.76 29.97 95.5 54.32 45.81 25.73 2 7.5

    114 Yesilkoy Havalimani 40.9823 28.8199 17.08.1999 40.76 29.97 99.7 90.21 84.47 2 7.5

    115 ITU Istanbul Maslak MSK 41.104 29.019 17.08.1999 40.76 29.97 88.5 47.7 27.1 1 7.5

    116 ITU Istanbul Mecidiyekoy MCD 41.065 28.997 17.08.1999 40.76 29.97 88.4 61.8 27.5 2 7.5

    117 ITU Istanbul Zeytinburnu ZYT 4 0.986 28.908 17.08.1999 40.76 29.97 92.6 112 46.8 3 7.5

    118 ITU Istanbul K.M.Pasa KMP 41.003 28.928 17.08.1999 40.76 29.97 91.6 128.3 84.2 3 7.5

    119 ITU Istanbul Atakoy ATK 40.989 28.849 17.08.1999 40.76 29.97 97.5 161.1 61.6 3 7.5

    120 Izmit Meteoroloji Istasyonu IZT 40.761 29.907 17.08.1999 40.76 29.97 5.3 219.2 139.2 1 7.5

    121 Akyazi Orman Isletme

    Mud.

    . 40.67 30.622 22.08.1999 40.69 30.7 7.0 33.6 35 19.9 3 5.3a

    122 Golyaka Jandarma Kislasi GLY 40.799 31.003 22.08.1999 40.69 30.7 28.3 27.5 21.4 9.9 3 5.3a

    123 Yarimca Petkim 40.7639 29.762 31.08.1999 40.75 29.92 13.4 20.8 14 10.1 3 5.1

    124 Sakarya Bayindirlik

    ve Isk. Mud.

    SKR 40.737 30.384 31.08.1999 40.75 29.92 39.1 24.41 17.06 8.42 1 5.1

    125 Sapanca Saglik Ocagi SPN 40.688 30.257 31.08.1999 40.75 29.92 29.3 30.5 31.7 24.4 3 5.1

    126 USGS Golden Station tyw 40.7 30.38 31.08.1999 40.75 29.92 39.5 23.50 24.69 14.66 3 5.1

    127 USGS Golden Station KOR 40.76519 29.79347 31.08.1999 40.75 29.92 10.9 36.34 32.08 14.39 1 5.1

    128 USGS Golden Station TUN 40.75704 29.78836 31.08.1999 40.75 29.92 11.2 46.34 56.97 24.18 2 5.1

    129 USGS Golden Station TUS 40.75455 29.78965 31.08.1999 40.75 29.92 11.1 33.76 60.33 22.89 2 5.1

    Table 1 (continued)

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291274

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    11/27

    No. Station Code Station

    coordinates

    Earthquake

    (date)

    Epicenter

    coordinates

    Re(km)

    PGA (gal) Site

    C.

    Mw

    Lat. Lon. Lat. Lon. N S E W U D130 USGS Golden Station TUW 40.75646 29.78672 31.08.1999 40.75 29.92 11.4 46.64 36.89 26.47 2 5.1

    131 USGS Golden Station TYN 40.71192 30.39047 31.08.1999 40.75 29.92 40.3 17.71 19.89 9.40 3 5.1

    132 USGS Golden Station TUN 40.75704 29.78836 31.08.1999 40.73 29.95 14.1 23.46 32.44 14.71 2 4.7a

    133 USGS Golden Station TUS 40.75455 29.78965 31.08.1999 40.73 29.95 13.9 34.40 56.47 15.66 2 4.7a

    134 USGS Golden Station TUW 40.75646 29.78671 31.08.1999 40.73 29.95 14.2 24.31 30.20 19.14 2 4.7a

    135 USGS Golden Station KOR 40.76517 29.79343 06.09.1999 40.77 29.73 5.4 57.18 24.62 22.71 1 4.1c

    136 USGS Golden Station TUW 40.75644 29.78671 06.09.1999 40.77 29.73 5.1 46.16 44.37 38.72 2 4.1c

    137 Sakarya Bayindirlik

    ve Isk. Mud.

    40.737 30.384 13.09.1999 40.77 30.1 24.2 42.21 50.6 23.35 1 5.8

    138 Yarimca Petkim . 40.7639 29.762 13.09.1999 40.77 30.1 28.5 86 89.9 50 3 5.8

    139 Heybeliada Senatoryum . 40.8688 29.087 13.09.1999 40.77 30.1 85.9 19.2 35.4 31.6 1 5.8

    140 Tepetarla Koyu Muhtar Evi . 40.72 30.079 13.09.1999 40.77 30.1 5.9 595.8 332.9 186.8 3 5.8

    141 Bahcecik Seymen Kislasi . 40.71 29.907 13.09.1999 40.77 30.1 17.6 300.4 379.4 70.7 2 5.8142 USGS Golden Station KOR . 40.76505 29.79332 13.09.1999 40.77 30.1 26.1 91.10 108.40 58.30 1 5.8

    143 USGS Golden Station SUB . 40.6869 29.49396 13.09.1999 40.77 30.1 52.5 29.40 42.00 18.60 1 5.8

    144 USGS Golden Station DOR 40.77736 29.51404 13.09.1999 40.77 30.1 49.9 20.61 23.29 25.47 1 5.8

    145 USGS Golden Station OIL 40.75551 29.78091 13.09.1999 40.77 30.1 27.2 151.51 164.09 54.42 2 5.8

    146 USGS Golden Station TUW 40.75644 29.78668 13.09.1999 40.77 30.1 26.7 107.24 110.07 55.71 2 5.8

    147 USGS Golden Station TYN 40.71190 30.39040 13.09.1999 40.77 30.1 25.6 56.24 52.41 21.63 3 5.8

    148 USGS Golden Station TYR 40.73701 30.38008 13.09.1999 40.77 30.1 24.2 47.29 50.98 29.32 1 5.8

    149 USGS Golden Station TYW 40.70923 30.39163 13.09.1999 40.77 30.1 25.8 46.41 47.20 24.86 3 5.8

    150 USGS Golden Station TYR 40.73702 30.38009 17.09.1999 40.77 30.13 21.6 46.97 70.51 19.76 1 4.2a

    151 Sakarya Bayindirlik

    ve Isk. Mud.

    SKR 40.737 30.384 19.09.1999 40.64 30.52 15.7 18.68 32.53 11.41 1 4.3a

    152 USGS Golden Station TYR 40.73705 30.38010 24.09.1999 40.77 30.23 13.3 15.46 26.03 15.96 1 4.3d

    153 Bahcecik S eymen Kislasi BHC 40.71 29.907 29.09.1999 40.74 29.33 49.0 74.2 91.5 21.6 2 5.2a

    154 Sapanca Saglik Ocagi . 40.688 30.257 29.09.1999 40.74 29.33 78.8 21.2 17.6 10.2 3 5.2a

    155 USGS Golden Station DOR 40.77736 29.51404 29.09.1999 40.74 29.33 16.3 200.24 182.35 70.88 1 5.2a

    156 USGS Golden Station KOR 40.76512 29.79343 29.09.1999 40.74 29.33 39.6 58.59 109.65 21.08 1 5.2a

    157 USGS Golden Station OIL 40.75549 29.78091 29.09.1999 40.74 29.33 38.5 219.49 208.36 28.68 2 5.2a

    158 USGS Golden Station TUW 40.75644 29.78673 29.09.1999 40.74 29.33 39.0 92.98 125.71 26.67 2 5.2a

    159 USGS Golden Station TYW 40.70924 30.39165 29.09.1999 40.74 29.33 90.7 18.17 26.65 8.77 3 5.2a

    160 USGS Golden Station SUB . 40.6869 29.49396 29.09.1999 40.74 29.33 15.2 109.70 96.40 76.30 1 5.2a

    161 USGS Golden Station YAR 40.64472 29.27490 20.10.1999 40.83 29.03 29.6 23.49 30.94 12.06 1 5.2a

    162 LDEO Station No.

    C0362 CH

    . 40.67 30.666 07.11.1999 40.7 30.72 5.7 51.9 48 63.1 2 5.0a

    163 LDEO Station No.

    C1061

    . 40.72 30.792 07.11.1999 40.7 30.72 6.5 62.7 138.5 64.3 2 5.0a

    164 LDEO Station No.

    C1060 BU

    . 40.777 30.613 07.11.1999 40.7 30.72 12.5 35.3 25.2 24.4 1 5.0a

    165 Sakarya Bayindirlik

    ve Isk. Mud.

    SKR 40.737 30.384 11.11.1999 40.81 30.2 17.5 206.54 345.28 133.33 1 5.6

    166 Yarimca Petkim . 40.7639 29.762 11.11.1999 40.81 30.2 37.2 17.1 23.9 19.5 3 5.6

    167 LDEO Station No.

    C1060 BU

    . 40.777 30.613 11.11.1999 40.81 30.2 35.2 31.4 41.6 44.4 1 5.6

    168 LDEO Station No.

    C1061

    . 40.72 30.792 11.11.1999 40.81 30.2 51.2 44.4 50.8 20.1 2 5.6

    169 Sakarya Bayindirlik

    ve Isk. Mud.

    SKR 40.737 30.384 11.11.1999 40.88 30.3 17.4 39.795 78.49 20.08 1 4.1c

    170 Duzce Meteoroloji Mud. DZC 40.85 31.17 12.11.1999 40.74 31.21 12.7 407.69 513.78 339.64 3 7.2

    Table 1 (continued)

    (continued on next page)

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291 275

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    12/27

    No. Station Code Station

    coordinates

    Earthquake

    (date)

    Epicenter

    coordinates

    Re(km)

    PGA (gal) Site

    C.

    Mw

    Lat. Lon. Lat. Lon. N S E W U D171 Mudurnu Kaymakamlik

    Binasi

    40.463 31.182 12.11.1999 40.74 31.21 30.8 120.99 58.34 1 7.2

    172 Bolu Bayindirlik

    ve Iskan Mud.

    BOL 40.747 31.61 12.11.1999 40.74 31.21 33.7 739.51 805.88 200.13 3 7.2

    173 Sakarya Bayindirlik

    ve Isk. Mud.

    SKR 40.737 30.384 12.11.1999 40.74 31.21 69.5 17.33 24.72 11.54 1 7.2

    174 LDEO Station No.

    C1058 BV

    . 40.743 30.876 12.11.1999 40.74 31.21 28.3 109.1 71.4 71.5 2 7.2

    175 LDEO Station No.

    C1061

    . 40.72 30.792 12.11.1999 40.74 31.21 35.5 124 100.7 48.6 2 7.2

    176 LDEO Station No.

    C0362 CH

    . 40.67 30.666 12.11.1999 40.74 31.21 46.9 28 40.3 20 2 7.2

    177 LDEO Station No.C1060 BU . 40.777 30.613 12.11.1999 40.74 31.21 50.8 51.5 29.8 20.2 1 7.2

    178 Bolu Bayindirlik

    ve Iskan Mud.

    BOL 40.747 31.61 12.11.1999 40.75 31.1 42.9 21.13 18.07 7.79 3 5.6c

    179 Bolu Bayindirlik

    ve Iskan Mud.

    BOL 40.747 31.61 12.11.1999 40.75 31.45 13.5 175.95 130.34 57.03 3 5.3c

    180 Bolu Bayindirlik

    ve Iskan Mud.

    BOL 40.747 31.61 12.11.1999 40.75 31.4 17.7 59.11 60.32 18.7 3 5.4d

    181 Bolu Bayindirlik

    ve Iskan Mud.

    BOL 40.747 31.61 12.11.1999 40.74 31.4 17.7 27.99 17.15 12.33 3 4.2c

    182 Bolu Bayindirlik

    ve Iskan Mud.

    BOL 40.747 31.61 12.11.1999 40.75 31.36 21.0 26.23 25.26 21.25 3 4.8c

    183 Bolu Bayindirlik

    ve Iskan Mud.

    BOL 40.747 31.61 12.11.1999 40.74 31.05 47.1 57.06 48.24 12.99 3 5.6d

    184 Sakarya Bayindirlikve Isk. Mud.

    SKR 40.737 30.384 13.11.1999 40.78 30.3 8.5 27.99 22.22 10.68 1 5.1a

    185 LDEO Station No.

    C1058 BV

    . 40.755 31.015 13.11.1999 40.78 30.3 60.7 44.8 57.5 23 2 5.1a

    186 Bolu Bayindirlik

    ve Iskan Mud.

    BOL 40.747 31.61 13.11.1999 40.75 31.4 17.7 46.75 34.66 14.2 3 4.0a

    187 LDEO Station No.

    C1058 BV

    . 40.755 31.015 13.11.1999 40.83 31.02 8.4 23.1 22.3 16.3 2 5.0a

    188 LDEO Station No.

    C1061

    . 40.72 30.792 13.11.1999 40.83 31.02 22.9 65.1 50.5 24 2 5.0a

    189 Sakarya Bayindirlik

    ve Isk. Mud.

    SKR 40.737 30.384 15.11.1999 40.91 30.33 19.7 23.59 20.17 7.97 1 4.5a

    190 Duzce Meteoroloji Mud. DZC 40.844 31.149 20.12.1999 40.87 31.01 12.0 20.45 18.75 19.01 3 4.1a

    191 Bolu Bayindirlik

    ve Iskan Mud.

    BOL 4 0.747 31.61 05.01.2000 40.84 31.3 28.0 24.73 18 10.67 3 4.2c

    192 Duzce Meteoroloji Mud. DZC 40.844 31.149 20.01.2000 40.76 31.33 17.8 35.44 55.18 17.26 3 4.8c

    193 Duzce Meteoroloji Mud. DZC 4 0.844 31.149 14.02.2000 40.9 31.75 50.9 37.56 29.56 9.15 3 5.2d

    194 Sakarya Bayindirlik

    ve Isk. Mud.

    SKR 40.737 30.384 02.04.2000 40.79 30.23 14.2 59.27 103.82 30.3 1 4.5

    195 Denizli Meteoroloji Mud. DNZ 37.812 29.114 21.04.2000 37.85 29.27 14.3 27.56 17 18.13 2 5.4

    196 Cerkes Meteoroloji Mud. CER 40.814 32.833 06.06.2000 40.72 32.87 10.9 62.46 63.16 40.25 3 6.1

    197 Akyazi Orman Isletme

    Mud.

    40.67 30.622 23.08.2000 40.68 30.71 7.5 79.01 96.69 30.42 3 5.5

    198 Sakarya Bayindirlik

    ve Isk. Mud.

    SKR 40.737 30.384 23.08.2000 40.68 30.71 28.2 20.84 27.47 15.63 1 5.5

    199 Duzce Meteoroloji Mud. DZC 40.844 31.149 23.08.2000 40.68 30.71 41.2 23.29 17.55 9.25 3 5.5

    Table 1 (continued)

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291276

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    13/27

    the purpose, the site conditions reported in the data-

    bases of several institutions and the literature men-

    tioned above are carefully compared, and the site

    conditions, which were same in more than one data-

    base reported by the institutions, were selected. For

    the rest of the stations, for which different site con-

    ditions are defined by various institutions, the infor-

    mation from ERD (2003), Gulkan and Kalkan (2002),

    Zare and Bard (2002), Durukal et al. (1998) and

    ISESD (2003) were chosen. In addition, site condition

    Table 1 (continued)

    No. Station Code Station

    coordinates

    Earthquake

    (date)

    Epicenter

    coordinates

    Re(km)

    PGA (gal) Site

    C.

    Mw

    Lat. Lon. Lat. Lon. N S E W U D200 Iznik Karayollari Sefligi IZN 40.44 29.75 23.08.2000 40.68 30.71 85.3 21.69 16.21 8.25 3 5.5

    201 Denizli Bayindirlik

    ve Iskan Mud.

    DNZ 37.813 29.114 04.10.2000 37.91 29.04 12.7 49.13 66.38 49.32 2 5.0

    202 Burdur Bayindirlik

    ve Iskan Mud.

    BRD 37.704 30.221 02.02.2001 37.64 30.19 7.6 21.15 30.12 24.02 2 4.6c

    203 Erzurum Bayindirlik

    ve Isk. Mud.

    ERZ 39.903 41.262 29.05.2001 39.85 41.55 25.2 21.88 17.21 15.14 1 4.9

    204 Erzurum Bayindirlik

    ve Isk. Mud.

    ERZ 39.903 41.262 10.07.2001 39.8273 41.62 31.7 19.53 21.94 26.703 1 5.2

    205 Bolu Bayindirlik

    ve Iskan Mud.

    BOL 40.747 31.61 26.08.2001 40.9455 31.5728 22.3 189.07 131.64 44.06 3 5.2

    206 Van Bayindirlik

    ve Iskan Mud.

    VAN 38.504 43.406 02.12.2001 38.617 43.294 15.9 29.85 24.81 33.78 2 4.8

    207 Afyon Bayindirlik

    ve Iskan Mud.

    AFY 38.792 30.561 03.02.2002 38.581 31.248 64.0 113.5 94 35.5 3 6.6

    208 Afyon Bayindirlik

    ve Iskan Mud.

    AFY 38.792 30.561 03.02.2002 38.685 30.835 26.5 40.5 51.5 28 3 5.9

    209 Burdur Bayindirlik

    ve Iskan Mud.

    BRD 37.704 30.221 03.04.2002 37.8128 30.2572 12.5 28.93 21.3 31.25 2 4.4d

    210 Andirin Tufan Pasa

    Ilkogretim O.

    AND 3 7.58 36.34 14.12.2002 37.472 36.221 15.9 76.87 50.42 32.23 1 4.8

    211 Akyazi Orman Isl. 40.67 30.622 09.03.2003 40.7328 30.6205 7.0 19.17 23.13 11.63 3 4.3d

    212 Bornova Ziraat Fak. Dek. 38.455 27.229 10.04.2003 38.2568 26.8345 40.8 78.58 37.11 17.36 3 5.7

    213 Bingol Bayindirlik

    ve Iskan Mud.

    38.897 40.503 01.05.2003 38.9737 40.534 8.9 152.25 74.62 35.86 2 4.7d

    214 Bingol Bayindirlik

    ve Iskan Mud.

    38.897 40.503 01.05.2003 38.9613 40.341 15.7 19.62 20.23 14.16 2 4.2d

    215 Duzce Meteoroloji

    Istasyonu

    40.844 31.149 21.05.2003 40.87 30.98 14.5 17.82 31.86 16.91 3 4.4

    216 Canakkale Meteoroloji Ist. 40.142 26.4 06.07.2003 40.42 26.21 34.8 26.18 15.56 9.12 3 5.8

    217 Saraykoy Jeotermal

    Lojmanlari

    37.932 28.923 23.07.2003 38.1718 28.8533 27.3 90.16 123.23 60.68 3 5.4

    218 Denizli Bayindirlik

    ve Isk. Mud.

    37.813 29.114 23.07.2003 38.1718 28.8533 45.9 22.19 45.84 19.99 2 5.4

    219 Saraykoy Jeotermal

    Lojmanlari

    37.932 28.923 26.07.2003 38.11 28.88 20.1 47.54 34.46 36.25 3 4.9

    220 Saraykoy Jeotermal

    Lojmanlari

    37.932 28.923 26.07.2003 38.11 28.89 20.0 107.51 121.12 153.97 3 5.5

    221 Denizli Bayindirlik

    ve Isk. Mud.

    37.813 29.114 26.072003 38.11 28.89 38.4 23.74 25.79 21.67 2 5.5

    aConverted from Ms.b Converted from ML.c Converted from Mb.d Converted from Md.

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291 277

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    14/27

    at Bingol station, which was observed by one of the

    authors of this recent study (Aydan et al., 2003), was

    also considered.

    Some recent attenuation models distinguish be-tween the ground motion from reverse and strike slip

    earthquakes with the ground motion from reverse

    earthquakes being larger than for strike slip earth-

    quakes. Due to the small number of normal faulting

    earthquakes in most strong motion data sets, the

    difference between ground motions for strike slip

    and normal faulting earthquakes has not been included

    in most attenuation relations (Douglas, 2003). The

    observations performed in the last decade suggested

    that even the hypocentral distance is the same; the

    acceleration values may be different depending on the

    place of the strong ground motion station with respect

    to the causative fault and its hanging wall or footwall

    (Abrahamson and Somerville, 1996; after Aydan and

    Hasgur, 1997). Particularly accelerations recorded at

    the stations founded on the hanging wall may be

    greater than those obtained from the stations on the

    footwall. Although effect of faulting type can be

    important, Aydan and Hasgur (1997), who assessed

    recorded acceleration values with fault type for some

    Turkish earthquakes, indicated that type of faulting

    seems to have less influence on the observed PGA

    values. These investigators, however, suggested that

    this aspect should be further checked in the light of

    available data in the future. Gulkan and Kalkan (2002),

    who more recently examined the peak ground motiondata from the small number of normal faulting and

    reverse faulting earthquakes in the data set of Turkey,

    indicated that they were not significantly different

    from ground motion characteristics of strike slip char-

    acteristics, and normal, reverse or strike slip earth-

    quakes could be combined into a single fault category.

    It is also noted that focal plane solutions of the most

    earthquakes selected from the existing database for this

    recent study are not available. Therefore, in this study,

    type of faulting was not considered in the development

    of the attenuation relationship.

    Among all the three-component accessible records,

    221 records were selected from 122 earthquakes oc-

    curred between 1976 and November 2003 following

    the data selection criteria outlined above (PGAz 20

    gal, Mwz 4, and 5 km VReV 100 km). The data set

    employed in this study is given in Table 1 and distri-

    bution of all records with respect to magnitude, dis-

    tance to epicenterand site condition is shown in Fig. 4.

    Station names in Table 1 are given in Turkish and are

    not translated. Based on this set of data, magnitudes of

    the earthquakes ranged between 4.1 and 7.5 (Mw).

    Fig. 4. The distribution of records in the database employed in this study in terms of magnitude, distance to epicenter and site conditions.

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291278

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    15/27

    3. Attenuation relationship development and

    comparison with some selected relationships for

    PGA

    In the development of the attenuation relation-

    ship, moment magnitude (Mw), distance to epicenter

    (Re), site condition (SA and SB, where SA= SB =0 for

    rock sites, SA= 1 and SB = 0 for soil sites, and SA= 0

    and SB = 1 for soft soil sites) and recorded largest

    horizontal PGA value of each station were employed.

    A total of 55 rock sites, 94 soil sites and 72 soft

    soil sites were considered in the analyses. In the

    first stage of the analyses, one coefficient for each

    of these terms was found via multiple regressions,

    and an attenuation relationship was derived for

    PGA. Then the PGA values predicted from this

    relationship and the observed PGA values in the

    database were subjected to non-linear regression to

    obtain the final attenuation relationship. Based on

    the analyses, the following attenuation relationship

    was obtained.

    PGA 2:18e0:021833:3MwRe7:8427SA18:9282SB 6

    The variation of PGA with distance to epicenter for

    rock, soil and soft soil sites with respect to different

    values of Mw is shown in Fig. 5.

    The general performance of the attenuation equa-

    tion developed in this study is shown in Fig. 6, where

    measured PGA values from the database are plotted

    against predicted PGA values using Eq. (6). As seen

    from Fig. 6, although a few points fall above and

    below the lines with 1:0.5 and 1:2 slopes, which

    indicate some overestimates and underestimates, re-

    spectively, most of the predictions are scattered withinthese lines. Particularly smaller PGA values fall close

    to the line 1:1. Correlation coefficient and standard

    deviation corresponding to PGAobserved =PGApredictedcondition are 0.63 and 86.4, respectively.

    The PGA values predicted from Eq. (6) were also

    compared to those predicted from the domestic and

    some imported attenuation relationships. For the pur-

    pose, three domestic equations based on Turkish

    database and developed by Inan et al. (1996), Aydan

    (2001) and Gulkan and Kalkan (2002) were employed.

    In the selection of imported equations for comparison,the following criteria were considered: (i) range of

    magnitudes employed in derivation of the imported

    equations should be similar those employed in this

    study, (ii) distance measures employed should be

    similar to that used in this study or should be available

    from the reports of various institutions, and (iii) the

    database employed in derivation of the imported

    equations should be collected from the region with

    tectonic regimes similar to that in Turkey. Two

    imported equations generally satisfying the above-Fig. 5. Curves of PGA versus distance to epicenter for various

    magnitudes and different site conditions.

    Fig. 6. PGA values predicted from Eq. (6) versus observed PGA

    values (r: correlation coefficient; S.D.: standard deviation; n:

    number of data).

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291 279

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    16/27

    mentioned criteria were found in literature. These were

    developed by Theodulidis and Papzachos (1992) and

    Ambraseys et al. (1996). Theodulidis and Papzachos

    (1992) used a database consisting of 105 horizontalcomponents from shallow earthquakes in Greece of

    magnitude 4.5 to 7.0, and of 16 horizontal components

    from four shallow earthquakes in Japan and Alaska of

    magnitudes 7.2 to 7.5. These investigators considered

    Ms and Mw, and distance to epicenter as magnitude

    scales and distance measure, respectively, and used

    two site categories such as alluvium and rock sites.

    Ambraseys et al. (1996) used 422 dada from shallow

    earthquakes in Europe, Middle East and Turkey. They

    considered distance to projection of rupture plane on

    surface (Rcl) for the earthquakes with Ms > 6, otherwise

    Re as a distance measure. They used four site con-

    ditions as rock (1), stiff soil (2), soft soil (3) and very

    soft soil (4), but considered only three because only

    three records from very soft soil were available.

    In order to compare Eq. (6) to the abovementioned

    five attenuation relationships main shocks of five

    great and one moderate earthquakes of Turkey (1992

    Erzincan, 1995 Dinar, 1998 Adana-Ceyhan, 1999

    Kocaeli, 1999 Duzce and 2000 Akyazy earthquakes)

    with Mw > 6, and a total of three aftershocks from the

    1998 Adana-Ceyhan and 1999 Kocaeli earthquakes

    with Mw > 5 were selected from Table 1. During thecomparisons the following considerations were made:

    (a) Because Aydans equation uses distance to

    hypocenter and he preferred to employ focal

    depths from ETHZ and if such parameters are not

    available, then he utilizes the parameters deter-

    mined by USGS or Harvard (Aydan, 2003), in

    computations the depths reported by these

    institutions were employed. By considering that

    Ambraseys et al. (1996) and Gulkan and Kalkan

    (2002) employ Rcl as a distance measure, amongthe selected earthquakes mentioned above, only

    the earthquakes with known Rcl values, which

    have been reported by the institutions were taken

    into comparison. However, for some of smaller

    events, rupture surfaces have not been defined

    clearly, therefore, distances to epicenter were also

    used for Gulkan and Kalkans equation when Rclis not available.

    (b) Site condition categories 3 and 4 used by

    Ambraseys et al. (1996) for soft and very soft

    soils were combined into a single group as soft

    soil. Because the equations developed by Aydan

    (2001) and Theodulidis and Papzachos (1992)

    use only two site conditions (rock and soil), in

    Fig. 7. Comparison of data from the 1996 Erzincan (a) and 1995

    Dinar (b) earthquakes with the curves of the attenuation relation-

    ships at soil sites (h: focal depth; Re: distance to epicenter; Rcl:

    closest horizontal distance between the recording station and a point

    on the horizontal projection of the rupture zone on the earths

    surface).

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291280

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    17/27

    Fig. 9. Comparison of data from the 1999 Kocaeli earthquake with

    the curves of attenuation relationships at rock (a), soil (b) and soft

    soil (c) sites.

    Fig. 8. Comparison of data from the 1998 Adana-Ceyhan

    earthquake at soil (a) and soft soil (b) sites, and the aftershock of

    this earthquake at soft soil site (c) with the curves of the attenuation

    relationships.

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291 281

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    18/27

    . .

    .

    .

    .

    .

    Fig. 10. Comparison of data from two aftershocks (a and b) of the 1999 Kocaeli earthquake with the curves of the attenuation relationships at

    rock, soil and soft soil sites.

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291282

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    19/27

    this study, both equations were used for the

    stations founded on both soil and soft soil sites.

    (c) Although type of the magnitude for the equation

    developed by Inan et al. (1996) has not beenmentioned in literature, these investigators are

    from ERD, which generally reports the earth-

    quakes in ML and Md scales. Therefore, one of

    these two magnitude scales available was con-

    sidered to predict the PGA values from Inan et

    al.s equation.

    (d) The comparisons for each earthquake with respect

    to site conditions were made separately. However,

    these equations employed different definitions for

    source to site distance. By considering these

    differences, x-axis was called source to site

    distance (km), and the measured points are shown

    by different symbols for Re and Rcl. In other

    words, the performance of the equations devel-

    oped by Ambraseys et al. (1996) and Gulkan and

    Kalkan (2002) was evaluated using Rcl versus

    PGA on the plots, which also show the curves of

    the other relationships using Re.

    The attenuation of PGA for the selected Turkish

    earthquakes for rock, soil and soft soil sites are

    compared in Figs. 7 12. The observed database

    points from these events were also shown on these

    Fig. 12. Comparison of data from the 2000 Akyazy earthquake with

    the curves of the attenuation relationships at soft soil.

    Fig. 11. Comparison of data from the 1999 Du zce earthquake with

    the curves of the attenuation relationships at rock (a), soil (b) and

    soft soil (c) sites.

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291 283

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    20/27

    curves to illustrate how well they fit the predictions.

    The comparisons indicate that although the attenua-

    tion relationships suggested by Inan et al. (1996) and

    Theodulidis and Papzachos (1992) show better fits toa few observed data, they generally considerably

    overestimates the PGA values for different site con-

    ditions. This overestimation becomes more evident

    particularly at the near source areas and for big

    earthquakes. The second attenuation relationship,

    which was used for comparison and developed by

    Ambraseys et al. (1996), generally underestimates

    the peak acceleration values particularly for some

    soil and soft soil sites (Figs. 8b,c, 10bsoil, 11c),

    while slightly overestimates for rock sites (Figs. 9a

    and 11a). Comparison of the other three relationships

    developed using Turkish database (Aydan, 2001;

    Gulkan and Kalkan, 2002; this study) suggests that

    although many data points fall very close to the

    curves representing these relationships, they also

    yield some underestimations and overestimations.

    Among the equations considered for comparison,

    the equations developed in this study and by Aydan

    (2001) generally yield similar estimates, which are

    closer to the observed PGA values, particularly for

    rock sites (Figs. 9a, 10b and 11a). It is also noted

    that for soft soil sites during Duzce earthquake

    Aydans equation yields a good estimation for Bolustation, while the estimation from the equation de-

    veloped in this study is very close to that recorded at

    Duzce station. In addition, for this earthquake all

    equations compared in this study overestimate the

    PGA values for soil sites. Aydan (2003) indicates

    that the estimations of the PGA for this earthquake

    probably deserve more detailed and sophisticated

    functions by considering not only rupture propaga-

    tion and ground conditions, but also the topograph-

    ical effects.

    4. Iso-acceleration map of Turkey

    A probabilistic seismic hazard map of Turkey

    constructed by Gulkan et al. (1993) replaced seismic

    zones in Turkey, and a total of 72 different combina-

    tions were used in Bayesian sense to derive a weight-

    ed average map corresponding to four different

    periods. Then, the seismic hazard zonation map based

    on this probabilistic approach was published by the

    Ministry of Public Works and Settlement of Turkey

    (1996). Based on this map, Turkey is divided into five

    subclasses of seismic zone with PGA values of >0.4g,

    0.30.4g, 0 .2 0 .3g, 0 .1 0 .2g and < 0.1g ar eassigned for zones ranging from I to V, respectively.

    The current practice in Turkey is to directly use the

    PGA values from the seismic codes published by the

    Ministry of Public Works and Settlement of Turkey

    (1998). According to the codes, PGA values of 0.4g,

    0.3g, 0.2g and 0.1g are assigned for zones ranging

    from I to IV, respectively.

    The seismic zoning map of Turkey has some set-

    backs and these were outlined by Kayabali and Akin

    (2002). In order to minimize the effects of the set-

    backs in the present map, new seismic hazard maps

    were constructed by Kayabali (2002) and Kayabali

    and Akin (2002) using the probabilistic and determin-

    istic approaches, respectively. However, Kayabali and

    Akin (2002) indicate that the probabilistic-based maps

    appear to have employed relatively large seismic

    zones, and therefore, deterministic-based seismic

    map seems to be more realistic. But in the construc-

    tion of the iso-acceleration and seismic hazard maps

    of Turkey by Kayabali and Akin (2002), they did not

    consider fault segmentation concept and connected

    the segments of the main faults of Turkey in their

    assessments. In addition, they assumed that a faultwould create a surface rupture equivalent to 1/3 of its

    total length and yield the maximum magnitudes.

    These assumptions resulted in very long faults, and

    consequently very high magnitudes were obtained

    when compared to those of the earthquakes associated

    with these faults. In this previous study, location of the

    epicenters particularly those falling in the areas, where

    active faults are not known, were not considered.

    Based on the magnitudes estimated, they employed

    the attenuation relationship proposed by Sadigh et al.

    (1997), who did not account data from normal fault-ing, for the construction of an iso-acceleration and

    seismic hazard maps of Turkey. In addition, the PGA

    values picked up from the iso-acceleration map con-

    structed by these investigators are for bedrock and it is

    necessary to carry out site response analyses for the

    sites underlain by soil to compute the maximum PGA.

    A deterministic based iso-acceleration map of Tur-

    key accounting different site conditions and based on

    the PGA values derived from the attenuation relation-

    ship developed in this study was also constructed. For

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291284

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    21/27

    the purpose, the active fault map of Turkey by Saroglu

    et al. (1992) was employed as the main material to

    define the earthquake sources. In addition, based on

    the more recent studies on some active faults, whichhave not been shown on the map by Saroglu et al.

    (1992), were also included in the present assessments.

    A completed form of the active fault map employed in

    this study is shown in Fig. 13a together with the

    numbers assigned to the faults. The segments of the

    main faults were not connected and each segment was

    separately evaluated. Thus a total of 92 main faults (a

    total of 141 individual faults) were considered in the

    model. Name, length and type of each fault with the

    references related to these faults are listed in Table 2.

    It is apparent from Fig. 13a, that there are some

    regions free from active faults. However, Fig. 13b

    indicates the epicenters of a number of earthquakes,

    which occurred between 1900 and November 2003,

    appear in these regions. This situation suggest that

    only the use of distances to the known active faults in

    the attenuation relationship will result in unrealistic

    PGA assignments for a series of points selected in

    such regions. Therefore, in this recent study, the

    epicenters were also decided to be used as the second

    group of earthquake source.

    For fault sources, the magnitude of the upper level

    earthquake is usually estimated from fault dimensions.Before fault segmentation concepts were developed,

    usually some fraction of the total fault length was used

    to estimate the magnitude of the design earthquake.

    For example, it was common to use 1/3 to 1/2 of the

    total fault length for the estimation of maximum

    magnitudes (Mark, 1977). Fault segmentation studies

    have replaced this approach for well-studied faults

    (Abrahamson, 2000). Therefore, in this study, use of

    fault segments is considered to be more realistic in the

    prediction of magnitudes, instead of connecting the

    segments. For a specific fault, the moment magnitude

    of the potential earthquake can be estimated by

    relating it to the potential rupture length of the fault

    using the relation proposed by Wells and Coppersmith

    (1994). However, it was considered that use of a

    relationship between magnitude and surface rupture

    length based on Turkish earthquake data would be

    more realistic. Therefore, the relation proposed by

    Aydan (1997) was preferred. This relation is given in

    Fig. 13. (a) Active faults compiled from several investigators to be used in this study, and (b) distribution of the epicenters of the earthquakes

    occurred in Turkey between 1900 and March 2003.

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291 285

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    22/27

    Table 2

    List of active faults appearing in Fig. 13a and the information

    associated with the faults considered in the construction of iso-

    acceleration map

    Fault

    number

    Fault name

    (segment no.

    in Fig. 7a)

    Length

    (km)

    Fault

    typeaMaximum

    magnitude

    (Mw)

    assigned

    Referenceb

    1 NAFZ: Marmara

    segment (1-1)

    192.3 SS 7.5 2

    (1-2) 192.5 SS 7.5 2

    (1-3) 60.9 SS 6.6 2

    2 NAFZ: Etili Sarikoy

    segment (2-1)

    60.5 SS 6.6 1

    (2-2) 56.1 SS 6.5 1

    (2-3) 237.7 SS 7.6 1

    3 NAFZ: Yenice

    Gonen Bursasegment (3-1)

    73.6 SS 6.7 1

    (3-2) 108.5 SS 7.0 1

    4 NAFZ: Duzce

    segment

    66.7 SS 6.7 1

    5 NAFZ: (5-1) 169.6 SS 7.4 1

    (5-2) 98.6 SS 7.0 1

    (5-3) 107.0 SS 7.0 1

    (5-4) 310.5 SS 7.8 1

    (5-5) 154.7 SS 7.3 1

    6 Ezinepazari fault 262.5 SS 7.7 1

    7 Akpinar Kirsehir

    fault zone (7-1)

    40.3 SS 6.3 3

    (7-2) 23.6 SS 5.9 3

    8 Tuzgolu fault zone 187.3 N 7.4 4

    9 Gumuskent fault 94.3 SS 6.9 1

    10 Ecemis fault zone

    (10-1)

    97.7 SS 7.0 4

    (10-2) 128.2 SS 7.2 4

    (10-3) 102.2 SS 7.0 4

    (10-4) 55.3 SS 6.5 4

    (10-5) 90.1 SS 6.9 4

    11 Deliler fault 77.2 SS 6.8 1

    12 MalatyaO vacik

    fault zone (12-1)

    107.5 SS 7.0 1

    (12-2) 71.4 SS 6.7 1

    (12-3) 64.0 SS 6.6 1

    13 Elbistan fault 67.9 SS 6.7 114 Surgu fault 62.3 SS 6.6 1

    15 EAFZ (15-1) 269.4 SS 7.7 1

    (15-2) 207.4 SS 7.5 1

    (15-3) 122.7 SS 7.1 1

    16 Kavakbasi fault

    (South of Mus)

    86.5 SS 6.9 1

    17 Mus thrust 88.1 T 6.9 1

    18 Bingol Karakocan

    fault

    51.7 SS 6.5 1

    19 Genc fault 26.4 SS 6.0 1

    Fault

    number

    Fault name

    (segment no.

    in Fig. 7a)

    Length

    (km)

    Fault

    typeaMaximum

    magnitude

    (Mw)

    assigned

    Referenceb

    20 South-East

    Anatolian thrust

    744.4 T 7.7 1

    21 Semdinli Yuksekova

    fault zone (21-1)

    51.8 SS 6.5 1

    (21-2) 47.1 SS 6.4 1

    22 NA (22-1) 80.2 SS 6.8 1

    Karacadag fault

    (22-2)

    22.2 U 5.8 1

    23 NA (23-1) 18.3 SS 5.7 1

    NA (23-2) 42.9 N 6.3 1

    24 Bozova fault 51.6 SS 6.5 1

    25 Tut fault 25.1 SS 5.9 1

    26 Tutak fault (26-1) 108.0 SS 7.0 1Ercis fault (26-2) 33.7 SS 6.1 1

    27 Caldiran fault 55.7 SS 6.5 1

    28 Hasantimur lake fault 15.6 SS 5.6 1

    29 Igdir fault (29-1) 67.9 SS 6.7 1

    (29-1) 30.0 SS 6.1 1

    30 Balik Golu fault

    zone (30-1)

    108.7 SS 7.0 1

    (30-2) 41.3 SS 6.3 1

    (30-3) 39.1 SS 6.3 1

    31 Dogubayazit fault 50.8 SS 6.5 1

    32 Kagizman fault 90.1 SS 6.9 1

    33 Malazgirt fault 21.3 SS 5.8 1

    34 Suphan fault 47.0 SS 6.4 1

    35 Erzurum fault zone

    (35-1)

    168.6 SS 7.4 1

    (35-2) 169.5 SS 7.4 1

    (35-3) 29.7 SS 6.1 1

    (35-4) 42.7 SS 6.3 1

    (35-5) 57.0 SS 6.5 1

    (35-6) 43.4 SS 6.3 1

    (35-7) 44.0 SS 6.3 1

    (35-8) 40.4 SS 6.3 1

    36 KaratasOsmaniye

    fault zone (36-1)

    59.4 SS 6.6 1

    (36-2) 29.9 SS 6.1 1

    37 Osun fault 27.1 U 6.0 1

    38 Mut fault zone 42.6 U 6.3 139 Karadag fault 23.6 U 5.9 1

    40 Sultandagi fault 145.8 N 7.3 1

    41 Burdur fault 59.1 N 6.6 1

    42 Golhisar-Cameli

    fault zone (42-1)

    81.7 N 6.8 1

    (42-2) 32.0 N 6.1 1

    (42-3) 25.4 N 5.9 1

    (42-4) 18.1 N 5.7 1

    43 Dinar graben (43-1) 17.8 N 5.7 1

    (43-2) 19.9 N 5.8 1

    Table 2 (continued)

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291286

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    23/27

    two forms, as fault rupture length versus Ms (Aydan,

    1997) and fault rupture length in logarithmic scale

    versus Ms (Aydan et al., 2002). In this study, the latter

    relation was employed (Fig. 14). Assuming that each

    segment of a main fault and an individual fault would

    create a surface rupture equal to its total lengthmeasured from the map shown in Fig. 13a the

    maximum magnitudes (Ms) were estimated from Fig.

    14 and, then converted to Mw using the equations

    found from Fig. 2a (Table 2). However, only the Bitlis

    suture zone extending throughout southeastern Ana-

    tolia (Fig. 13a) was assumed to cause a surface

    rupture equivalent to 1/3 of its total length, when it

    is broken (Table 2).

    For the construction of the iso-accelaration map of

    Turkey, a computer program was written in BASIC

    Fault

    number

    Fault name

    (segment no.

    in Fig. 7a)

    Length

    (km)

    Fault

    typeaMaximum

    magnitude

    (Mw)

    assigned

    Referenceb

    44 Eskisehir Sultanhani

    fault system (44-1)

    76.3 N 6.8 5

    (44-2) 58.2 N 6.6 5

    (44-3) 77.9 N 6.8 5

    (44-4) 40.4 N 6.3 5

    45 Kaymaz fault 33.1 N 6.1 1

    46 Eskisehir fault zone 43.3 N 6.3 1

    47 Inonu Dodurga fault

    zone (47-1)

    77.2 N 6.8 1

    (47-2) 38.5 N 6.2 1

    48 Kutahya fault 40.3 N 6.3 1

    49 Simav fault 56.6 N 6.5 1

    50 Akhisar fault 35.3 N 6.2 151 ZeytindagBergama

    fault zone

    61.8 N 6.6 1

    52 Aliaga fault 24.1 N 5.9 1

    53 Demirkopru fault

    (53-1)

    16.7 N 5.6 1

    (53-2) 14.1 N 5.5 1

    54 Gediz graben (54-1) 130.2 N 7.2 1

    (54-2) 168.9 N 7.4 1

    55 Buyuk Menderes

    graben (55-1)

    134.7 N 7.2 1

    (55-2) 189.0 N 7.5 1

    56 Denizli Honaz fault 61.5 N 6.6 1

    57 KaraovaMilas fault

    (57-1)

    44.6 N 6.4 1

    (57-2) 36.9 N 6.2 1

    58 Mugla Yatagan fault 46.3 N 6.4 1

    59 Ula Oren fault zone 58.3 N 6.6 1

    60 Sandikli fault (60-1) 28.5 N 6.0 1

    (60-2) 20.9 N 5.8 1

    61 Dazkiri .Cardak fault 41.5 N 6.3 1

    62 Kas fault 19.8 N 5.7 1

    63 Marmaris Koycegiz

    fault (63-1)

    18.2 N 5.7 1

    (63-2) 18.1 N 5.7 1

    64 Kumdanli fault 50.2 N 6.4 1

    65 Beysehirgolu fault 29.5 N 6.0 1

    66 GedizDumlupinarfault (66-1)

    33.6 N 6.1 1

    (66-2) 46.1 N 6.4 1

    67 Sancak Uzunpinar

    fault

    50.4 SS 6.5 1

    68 Merzifon fault 36.4 SS 6.2 1

    69 Dodurga fault 19.7 SS 5.7 1

    70 Derinkuyu fault 18.2 N 5.7 1

    71 Fethiye fault 13.4 U 5.5 1

    72 Bala fault 22.7 N 5.9 1

    73 Edremit fault 52.3 N 6.5 1

    74 NA 45.2 U 6.4 1

    Table 2 (continued)

    Fault

    number

    Fault name

    (segment no.

    in Fig. 7a)

    Length

    (km)

    Fault

    typeaMaximum

    magnitude

    (Mw)

    assigned

    Referenceb

    75 Cildir lake fault 157.1 SS 7.3 1

    76 Erivan fault 65.7 SS 6.7 1

    77 KarsantiKaraisali

    fault zone

    65.6 SS 6.7 1

    78 Altinekin fault 41.5 N 6.3 5

    79 NA 11.2 U 5.3 1

    80 NA 13.9 U 5.5 1

    81 NA 24.0 SS 5.9 1

    82 Trakya fault 102.2 SS 7.0 6

    83 NA 17.5 U 5.7 1

    84 NA 31.9 U 6.1 1

    85 NA 16.5 U 5.6 1

    86 NA 17.0 U 5.6 187 Sorgun fault 64.8 SS 6.6 4

    88 Sarikaya

    Akdagmadeni fault

    77.4 SS 6.8 3

    89 Delice (Yerkoy) fault 65.9 SS 6.7 3

    90 Kirsehir fault 18.8 SS 5.7 3

    91 Tatarli fault 48.2 N 6.4 1

    92 Acigol fault (92-1) 46.8 N 6.4 1

    (93-2) 35.9 N 6.2 1

    NAFZ: North Anatolian Fault Zone; EAFZ: East Anatolian Fault

    Zone.a SS: Strike slip fault; N: Normal fault; T: Thrust or reverse

    fault; U: Although shown on the active fault map of Turkey

    (Saroglu et al., 1992), information on fault type is not available.NA: Fault name is not assigned on the available maps.

    b 1: Saroglu et al. (1992); 2: Stein et al. (1997); 3:Dirik (1998);

    4: Dirik and Goncuoglu (1996); 5: Dirik and Erol (2003); 6: Yaltirak

    et al. (1998).

    Table 2 (continued)

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291 287

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    24/27

    programming language. All faults and earthquake

    epicenters were identified as a series of points and

    as single points with global coordinates, respectively.

    Then, the area between the coordinates of 25.545.5j

    eastern longitudes and 35.542.5j northern latitudes

    was divided by 0.1j intervals and a grid systemcomposed of 14271 points was obtained using the

    computer program. The program calculated closest

    distances to all faults shown in Fig. 13a and to the

    epicenters (Fig 13b) for each grid point. For the

    purpose, the points defining each fault zone wereconsidered and the two closest points on each fault

    to the grid point under consideration were found.

    Then the shortest distance between the grid point

    and the fault was calculated. The distances from the

    grids to the epicenters were also computed by the

    program. The maximum magnitudes assigned to each

    fault and/or segment (Table 2) and obtained from the

    database for each epicenter were separately employed

    in the attenuation relationship (Eq. (6)) suggested in

    this study to predict the PGA for each point under

    consideration. Then two iso-acceleration maps based

    on these two approaches (fault segments and epi-

    centers) were constructed. Finally, both maps were

    compared by pixel to pixel and the highest of these

    PGA values was assigned to each point. Fig. 15 shows

    the final iso-accelaration map of Turkey constructed

    by following the steps given above. It should be

    remembered that the PGA values picked up from this

    map is only for rock sites. In order to estimate the

    values of PGA for soil and soft soil sites, the picked

    up value from the map should be multiplied by 1.186

    and 1.511, respectively.

    As can be seen from Fig. 15, higher values of PGAare generally concentrated along the main seismotec-

    Fig. 14. Relation between surface magnitude (Ms) and surface

    rupture length (L) based on the Turkish earthquakes (after Aydan et

    al., 2002).

    Fig. 15. Base iso-acceleration map of Turkey constructed using the attenuation relationship suggested in this study (PGA contours are in gal and

    represent rock sites; for soil and soft soil sites multiple the PGA value picked up from the map by 1.186 and 1.511, respectively).

    R. Ulusay et al. / Engineering Geology 74 (2004) 265291288

  • 7/28/2019 Attenuation Relationship Based on Turkish Strong Motion Data

    25/27

    tonic features of Turkey. However, in addition to the

    faults, the use of the distances to the epicenters, which

    has not been considered in construction of the previ-

    ous iso-acceleration maps of Turkey, enabled a betterconsideration on the PGA values to represent some

    regions far from and/or free from the faults.

    5. Conclusions

    In this study, an attenuation relationship of PGA

    based on the recent Turkish database was presented.

    In addition, an attempt was made to construct an iso-

    accelaration map using the proposed prediction model

    and deterministic approach for Turkey. The proposed

    attenuation relationship seems to be helpful for the

    prediction of PGA for earthquakes with magnitude

    (Mw) ranging between 4.1 and 7.5, and distance to

    epicenter equal and/or less than 100 km with respect

    to rock, soil and soft soil site conditions.

    The comparison between the attenuation relation-

    ship suggested in this study and some imported

    relations developed using data from Europe and

    Middle East indicated that the relationship of Theo-

    dulidis and Papzachos (1992) considerably overesti-

    mated the PGA values, while Ambraseys et al.s

    (1996) equation generally yields underestimated val-ues particularly for soft soil sites. Similarly, the

    relationship based on Turkish data and developed by

    Inan et al. (1996) yields highly overestimated PGA

    values, especially at near source areas. Among the

    attenuation relationships used for comparison, the

    equations developed for Turkey by Aydan (1997,

    2001), Gulkan and Kalkan (2002) and the authors of

    this study yield better match with observed data.

    Therefore, it can be concluded that the use of atten-

    uation relationships based on Turkeys own data

    should be preferred to predict more precise PGAvalues.

    The suggested iso-acceleration map, which is a

    base map considering only rocky ground condition,

    was constructed using the PGA values predicted from

    a model based on the data from Turkey and also offers

    an opportunity to estimate PGA values for soil and

    soft soil site conditions when the given coefficients

    for these site conditions are multiplied by the PGA

    values picked up from the map for a certain point. It is

    concluded that the map constructed can be considered

    as a base map for a further modification of the

    previously suggested seismic hazard zonation map

    of Turkey.

    Although the attenuation relationship developedin this study and the other two domestic relation-

    ships (Aydan, 1997, 2001; Gulkan and Kalkan,

    2002) mentioned above predict more precise PGA

    values, it is recommended that in order to improve

    the precision of the ground motion estimates site

    characterization parameters based on shear-wave

    velocity measurements at each station, which are

    currently lacking in Turkey, need to be included

    into the equations. In addition, as recommended by

    Aydan and Hasgur (1997) and Aydan (2003) di-

    rectivity effect, faulting type and the effect of

    overhanging side on footwall should be considered

    for when sufficient data on these factors become

    available.

    Acknowledgements

    The authors would like to express their sincere

    thanks to Dr. John Douglas and Dr. Mehdi Zare for

    their critical reviews and valuable comments that lead

    to significant