메뉴 건너뛰기




Volumn 2008, Issue , 2008, Pages

Peak ground acceleration prediction by artificial neural networks for northwestern Turkey

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; DIFFERENTIAL AMPLIFIERS; FEEDFORWARD NEURAL NETWORKS; PROGRAMMED CONTROL SYSTEMS; RADIAL BASIS FUNCTION NETWORKS; REGRESSION ANALYSIS; VEGETATION;

EID: 58149492836     PISSN: 1024123X     EISSN: 15635147     Source Type: Journal    
DOI: 10.1155/2008/919420     Document Type: Article
Times cited : (57)

References (60)
  • 3
    • 0030953425 scopus 로고    scopus 로고
    • Equations for estimating horizontal response spectra and peak acceleration from western North American earthquakes: A summary of recent work
    • Boore D. M., Joyner W. B., Fumal T. E., Equations for estimating horizontal response spectra and peak acceleration from western North American earthquakes: a summary of recent work Seismological Research Letters 1997 68 1 128 153
    • (1997) Seismological Research Letters , vol.68 , Issue.1 , pp. 128-153
    • Boore, D.M.1    Joyner, W.B.2    Fumal, T.E.3
  • 4
    • 0030931793 scopus 로고    scopus 로고
    • Empirical near-source attenuation relationships for horizontal and vertical components of peak ground acceleration, peak ground velocity, and pseudo-absolute acceleration response spectra
    • Campbell K. W., Empirical near-source attenuation relationships for horizontal and vertical components of peak ground acceleration, peak ground velocity, and pseudo-absolute acceleration response spectra Seismological Research Letters 1997 68 1 154 179
    • (1997) Seismological Research Letters , vol.68 , Issue.1 , pp. 154-179
    • Campbell, K.W.1
  • 5
    • 0030929512 scopus 로고    scopus 로고
    • Attenuation relationships for shallow crustal earthquakes based on California strong motion data
    • Sadigh K., Chang C.-Y., Egan J. A., Makdisi F., Youngs R. R., Attenuation relationships for shallow crustal earthquakes based on California strong motion data Seismological Research Letters 1997 68 1 180 189
    • (1997) Seismological Research Letters , vol.68 , Issue.1 , pp. 180-189
    • Sadigh, K.1    Chang, C.-Y.2    Egan, J.A.3    Makdisi, F.4    Youngs, R.R.5
  • 6
    • 0030884215 scopus 로고    scopus 로고
    • SEA96a new predictive relation for earthquake ground motions in extensional tectonic regimes
    • Spudich P., Fletcher J. B., Hellweg M., SEA96a new predictive relation for earthquake ground motions in extensional tectonic regimes Seismological Research Letters 1997 68 1 190 198
    • (1997) Seismological Research Letters , vol.68 , Issue.1 , pp. 190-198
    • Spudich, P.1    Fletcher, J.B.2    Hellweg, M.3
  • 7
    • 33846093376 scopus 로고    scopus 로고
    • Earthquake ground-motion prediction equations for eastern North America
    • Atkinson G. M., Boore D. M., Earthquake ground-motion prediction equations for eastern North America Bulletin of the Seismological Society of America 2006 96 6 2181 2205
    • (2006) Bulletin of the Seismological Society of America , vol.96 , Issue.6 , pp. 2181-2205
    • Atkinson, G.M.1    Boore, D.M.2
  • 8
    • 0037400245 scopus 로고    scopus 로고
    • Earthquake ground motion estimation using strong-motion records: A review of equations for the estimation of peak ground acceleration and response spectral ordinates
    • Douglas J., Earthquake ground motion estimation using strong-motion records: a review of equations for the estimation of peak ground acceleration and response spectral ordinates Earth-Science Reviews 2003 61 1-2 43 104
    • (2003) Earth-Science Reviews , vol.61 , Issue.12 , pp. 43-104
    • Douglas, J.1
  • 9
    • 58149484711 scopus 로고    scopus 로고
    • Proceedings of the 11th World Conference on Earthquake Engineering June 1996 Acapulco, Mexico CD Paper no. 1025
    • Aydan., Sezaki M., Yarar R., The seismic characteristics of Turkish earthquakes Proceedings of the 11th World Conference on Earthquake Engineering June 1996 Acapulco, Mexico. CD Paper no. 1025
    • The seismic characteristics of Turkish earthquakes
    • Aydan, .1    Sezaki, M.2    Yarar, R.3
  • 11
    • 3042656497 scopus 로고    scopus 로고
    • Comparison of suitability of submerged tunnel and shield tunnel for subsea passage of Bosphorus
    • Aydan., Comparison of suitability of submerged tunnel and shield tunnel for subsea passage of Bosphorus Geological Engineering Journal of Turkey 2001 25 1 1 17
    • (2001) Geological Engineering Journal of Turkey , vol.25 , Issue.1 , pp. 1-17
    • Aydan, .1
  • 12
    • 0036655650 scopus 로고    scopus 로고
    • Attenuation modeling of recent earthquakes in Turkey
    • Glkan P., Kalkan E., Attenuation modeling of recent earthquakes in Turkey Journal of Seismology 2002 6 3 397 409
    • (2002) Journal of Seismology , vol.6 , Issue.3 , pp. 397-409
    • Glkan, P.1    Kalkan, E.2
  • 13
    • 3042693254 scopus 로고    scopus 로고
    • An attenuation relationship based on Turkish strong motion data and iso-acceleration map of Turkey
    • Ulusay R., Tuncay E., Sonmez H., Gokceoglu C., An attenuation relationship based on Turkish strong motion data and iso-acceleration map of Turkey Engineering Geology 2004 74 3-4 265 291
    • (2004) Engineering Geology , vol.74 , Issue.34 , pp. 265-291
    • Ulusay, R.1    Tuncay, E.2    Sonmez, H.3    Gokceoglu, C.4
  • 15
    • 0036247667 scopus 로고    scopus 로고
    • Separation of source, propagation and site effects from S waves of local earthquakes in Bursa Region, Northwestern Turkey
    • Akyol N., Akinci A., Eyidogan H., Separation of source, propagation and site effects from S waves of local earthquakes in Bursa Region, Northwestern Turkey Pure and Applied Geophysics 2002 159 6 1253 1269
    • (2002) Pure and Applied Geophysics , vol.159 , Issue.6 , pp. 1253-1269
    • Akyol, N.1    Akinci, A.2    Eyidogan, H.3
  • 16
    • 0037048287 scopus 로고    scopus 로고
    • Critical evaluation of strong motion in Kocaeli and Dzce (Turkey) earthquakes
    • Durukal E., Critical evaluation of strong motion in Kocaeli and Dzce (Turkey) earthquakes Soil Dynamics and Earthquake Engineering 2002 22 7 589 609
    • (2002) Soil Dynamics and Earthquake Engineering , vol.22 , Issue.7 , pp. 589-609
    • Durukal, E.1
  • 17
    • 0030963649 scopus 로고    scopus 로고
    • Some comparisons between recent ground-motion relations
    • Atkinson G. M., Boore D. M., Some comparisons between recent ground-motion relations Seismological Research Letters 1997 68 1 24 40
    • (1997) Seismological Research Letters , vol.68 , Issue.1 , pp. 24-40
    • Atkinson, G.M.1    Boore, D.M.2
  • 18
    • 0036656068 scopus 로고    scopus 로고
    • Attenuation characteristics of peak ground acceleration from fault trace of the 1999 Kocaeli (Turkey) earthquake and comparison of spectral acceleration with seismic design code
    • Fukushima Y., Kse O., Yrr T., Volant P., Cushing E., Guillande R., Attenuation characteristics of peak ground acceleration from fault trace of the 1999 Kocaeli (Turkey) earthquake and comparison of spectral acceleration with seismic design code Journal of Seismology 2002 6 3 379 396
    • (2002) Journal of Seismology , vol.6 , Issue.3 , pp. 379-396
    • Fukushima, Y.1    Kse, O.2    Yrr, T.3    Volant, P.4    Cushing, E.5    Guillande, R.6
  • 20
    • 1142305277 scopus 로고    scopus 로고
    • An empirical attenuation relationship for Northwestern Turkey ground motion using a random effects approach
    • zbey C., Sari A., Manuel L., Erdik M., Fahjan Y., An empirical attenuation relationship for Northwestern Turkey ground motion using a random effects approach Soil Dynamics and Earthquake Engineering 2004 24 2 115 125
    • (2004) Soil Dynamics and Earthquake Engineering , vol.24 , Issue.2 , pp. 115-125
    • Zbey, C.1    Sari, A.2    Manuel, L.3    Erdik, M.4    Fahjan, Y.5
  • 21
    • 11344282829 scopus 로고    scopus 로고
    • Strong ground motion during the largest aftershock (Mw=5.8) of the 1999 Izmit earthquake, Turkey
    • zel N. M., Sasatani T., zel O., Strong ground motion during the largest aftershock (Mw=5.8) of the 1999 Izmit earthquake, Turkey Tectonophysics 2004 391 14 347 355
    • (2004) Tectonophysics , vol.391 , pp. 347-355
    • Zel, N.M.1    Sasatani, T.2    Zel, O.3
  • 22
    • 0025596386 scopus 로고
    • A new attenuation relation for peak horizontal acceleration of strong earthquake ground motion in Japan
    • Fukushima Y., Tanaka T., A new attenuation relation for peak horizontal acceleration of strong earthquake ground motion in Japan Bulletin of the Seismological Society of America 1990 80 4 757 783
    • (1990) Bulletin of the Seismological Society of America , vol.80 , Issue.4 , pp. 757-783
    • Fukushima, Y.1    Tanaka, T.2
  • 23
    • 84982203060 scopus 로고    scopus 로고
    • Proceedings of Prof. Dr. Rifat Yarar Symposium December 1997 Istanbul, Turkey
    • Ansal A. M., Istanbul iin tasarim deprem zelliklerinin belirlenmesi 1 Proceedings of Prof. Dr. Rifat Yarar Symposium December 1997 Istanbul, Turkey 233 244
    • Istanbul iin tasarim deprem zelliklerinin belirlenmesi , vol.1 , pp. 233-244
    • Ansal, A.M.1
  • 24
    • 0028792670 scopus 로고
    • Automatic picking of seismic arrivals in local earthquake data using an artificial neural network
    • Dai H., Macbeth C., Automatic picking of seismic arrivals in local earthquake data using an artificial neural network Geophysical Journal International 1995 120 3 758 774
    • (1995) Geophysical Journal International , vol.120 , Issue.3 , pp. 758-774
    • Dai, H.1    MacBeth, C.2
  • 25
    • 0031439835 scopus 로고    scopus 로고
    • The application of back-propagation neural network to automatic picking seismic arrivals from single-component recordings
    • Dai H., MacBeth C., The application of back-propagation neural network to automatic picking seismic arrivals from single-component recordings Journal of Geophysical Research B 1997 102 B7 15105 15113
    • (1997) Journal of Geophysical Research B , vol.102 , pp. 15105-15113
    • Dai, H.1    MacBeth, C.2
  • 26
    • 0030728350 scopus 로고    scopus 로고
    • Application of back-propagation neural networks to identification of seismic arrival types
    • Dai H., MacBeth C., Application of back-propagation neural networks to identification of seismic arrival types Physics of the Earth and Planetary Interiors 1997 101 3-4 177 188
    • (1997) Physics of the Earth and Planetary Interiors , vol.101 , Issue.34 , pp. 177-188
    • Dai, H.1    MacBeth, C.2
  • 27
    • 0031277478 scopus 로고    scopus 로고
    • Application of neural networks and statistical pattern recognition algorithms to earthquake risk evaluation
    • Giacinto G., Paolucci R., Roli F., Application of neural networks and statistical pattern recognition algorithms to earthquake risk evaluation Pattern Recognition Letters 1997 18 1113 1353 1362
    • (1997) Pattern Recognition Letters , vol.18 , pp. 1353-1362
    • Giacinto, G.1    Paolucci, R.2    Roli, F.3
  • 28
    • 0032053529 scopus 로고    scopus 로고
    • New method of generating spectrum compatible accelerograms using neural networks
    • Ghaboussi J., Lin C.-C. J., New method of generating spectrum compatible accelerograms using neural networks Earthquake Engineering and Structural Dynamics 1998 27 4 377 396
    • (1998) Earthquake Engineering and Structural Dynamics , vol.27 , Issue.4 , pp. 377-396
    • Ghaboussi, J.1    Lin, C.-C.J.2
  • 29
    • 0035397410 scopus 로고    scopus 로고
    • Generating multiple spectrum compatible accelerograms using stochastic neural networks
    • Lin C.-C. J., Ghaboussi J., Generating multiple spectrum compatible accelerograms using stochastic neural networks Earthquake Engineering and Structural Dynamics 2001 30 7 1021 1042
    • (2001) Earthquake Engineering and Structural Dynamics , vol.30 , Issue.7 , pp. 1021-1042
    • Lin, C.-C.J.1    Ghaboussi, J.2
  • 30
    • 0037279939 scopus 로고    scopus 로고
    • Neural networks approach and microtremor measurements in estimating peak ground acceleration due to strong motion
    • Kerh T., Chu D., Neural networks approach and microtremor measurements in estimating peak ground acceleration due to strong motion Advances in Engineering Software 2002 33 11-12 733 742
    • (2002) Advances in Engineering Software , vol.33 , Issue.1112 , pp. 733-742
    • Kerh, T.1    Chu, D.2
  • 31
    • 0036684170 scopus 로고    scopus 로고
    • Neural-network-based models for generating artificial earthquakes and response spectra
    • Lee S. C., Han S. W., Neural-network-based models for generating artificial earthquakes and response spectra Computers and Structures 2002 80 20-21 1627 1638
    • (2002) Computers and Structures , vol.80 , Issue.2021 , pp. 1627-1638
    • Lee, S.C.1    Han, S.W.2
  • 32
    • 10644296344 scopus 로고    scopus 로고
    • Evaluation of lateral spreading using artificial neural networks
    • Baziar M. H., Ghorbani A., Evaluation of lateral spreading using artificial neural networks Soil Dynamics and Earthquake Engineering 2005 25 1 1 9
    • (2005) Soil Dynamics and Earthquake Engineering , vol.25 , Issue.1 , pp. 1-9
    • Baziar, M.H.1    Ghorbani, A.2
  • 33
    • 28844437755 scopus 로고    scopus 로고
    • Neural network estimation of ground peak acceleration at stations along Taiwan high-speed rail system
    • Kerh T., Ting S. B., Neural network estimation of ground peak acceleration at stations along Taiwan high-speed rail system Engineering Applications of Artificial Intelligence 2005 18 7 857 866
    • (2005) Engineering Applications of Artificial Intelligence , vol.18 , Issue.7 , pp. 857-866
    • Kerh, T.1    Ting, S.B.2
  • 34
    • 33744830855 scopus 로고    scopus 로고
    • Earthquake forecasting using neural networks: Results and future work
    • Alves E. I., Earthquake forecasting using neural networks: results and future work Nonlinear Dynamics 2006 44 14 341 349
    • (2006) Nonlinear Dynamics , vol.44 , pp. 341-349
    • Alves, E.I.1
  • 36
    • 33750738877 scopus 로고    scopus 로고
    • Proceedings of the 13th International Conference on Neural Information Processing, Part II (ICONIP 06) October 2006 Hong Kong Lecture Notes in Computer Science
    • Liu B.-Y., Ye L.-Y., Xiao M.-L., Miao S., Peak ground velocity evaluation by artificial neural network for west America region 4233 Proceedings of the 13th International Conference on Neural Information Processing, Part II (ICONIP 06) October 2006 Hong Kong 942 951 Lecture Notes in Computer Science
    • Peak ground velocity evaluation by artificial neural network for west America region , vol.4233 , pp. 942-951
    • Liu, B.-Y.1    Ye, L.-Y.2    Xiao, M.-L.3    Miao, S.4
  • 37
    • 38149132370 scopus 로고    scopus 로고
    • Application of wavelet multiresolution analysis and artificial intelligence for generation of artificial earthquake accelerograms
    • Amiri G. G., Bagheri A., Application of wavelet multiresolution analysis and artificial intelligence for generation of artificial earthquake accelerograms Structural Engineering and Mechanics 2008 28 2 153 166
    • (2008) Structural Engineering and Mechanics , vol.28 , Issue.2 , pp. 153-166
    • Amiri, G.G.1    Bagheri, A.2
  • 40
    • 0000873069 scopus 로고
    • A method for the solution of certain non-linear problems in least squares
    • Levenberg K., A method for the solution of certain non-linear problems in least squares Quarterly of Applied Mathematics 1944 2 164 168
    • (1944) Quarterly of Applied Mathematics , vol.2 , pp. 164-168
    • Levenberg, K.1
  • 42
    • 34548014525 scopus 로고    scopus 로고
    • Analysis of wave transmission behind low-crested breakwaters using neural networks
    • Panizzo A., Briganti R., Analysis of wave transmission behind low-crested breakwaters using neural networks Coastal Engineering 2007 54 9 643 656
    • (2007) Coastal Engineering , vol.54 , Issue.9 , pp. 643-656
    • Panizzo, A.1    Briganti, R.2
  • 45
    • 40249113254 scopus 로고    scopus 로고
    • Predicting the compressive strength of steel fiber added lightweight concrete using neural network
    • Altun F., Kii., Aydin K., Predicting the compressive strength of steel fiber added lightweight concrete using neural network Computational Materials Science 2008 42 2 259 265
    • (2008) Computational Materials Science , vol.42 , Issue.2 , pp. 259-265
    • Altun, F.1    Kii, .2    Aydin, K.3
  • 46
    • 0032005702 scopus 로고    scopus 로고
    • An artificial neural network approach to rainfall-runoff modelling
    • Dawson C. W., Wilby R., An artificial neural network approach to rainfall-runoff modelling Hydrological Sciences Journal 1998 43 1 47 66
    • (1998) Hydrological Sciences Journal , vol.43 , Issue.1 , pp. 47-66
    • Dawson, C.W.1    Wilby, R.2
  • 47
    • 0000621802 scopus 로고
    • Multivariable functional interpolation and adaptive networks
    • Broomhead D., Lowe D., Multivariable functional interpolation and adaptive networks Complex Systems 1988 2 3 321 355
    • (1988) Complex Systems , vol.2 , Issue.3 , pp. 321-355
    • Broomhead, D.1    Lowe, D.2
  • 49
    • 33846362603 scopus 로고    scopus 로고
    • Derivation of coastal wind and wave parameters from offshore measurements of TOPEX satellite using ANN
    • Kalra R., Deo M. C., Derivation of coastal wind and wave parameters from offshore measurements of TOPEX satellite using ANN Coastal Engineering 2007 54 3 187 196
    • (2007) Coastal Engineering , vol.54 , Issue.3 , pp. 187-196
    • Kalra, R.1    Deo, M.C.2
  • 52
    • 0026953153 scopus 로고
    • Mapping neural network derived from the Parzen window estimator
    • Schiler H., Hartmann U., Mapping neural network derived from the Parzen window estimator Neural Networks 1992 5 6 903 909
    • (1992) Neural Networks , vol.5 , Issue.6 , pp. 903-909
    • Schiler, H.1    Hartmann, U.2
  • 54
    • 0001762424 scopus 로고
    • Smooth regression analysis
    • Watson G. S., Smooth regression analysis Sankhy, Series A 1964 26, part 4 359 372
    • (1964) Sankhy , Series A , vol.264 , pp. 359-372
    • Watson, G.S.1
  • 55
    • 0034855365 scopus 로고    scopus 로고
    • A Modified General Regression Neural Network (MGRNN) with new, efficient training algorithms as a robust black box-tool for data analysis
    • Tomandl D., Schober A., A Modified General Regression Neural Network (MGRNN) with new, efficient training algorithms as a robust black box-tool for data analysis Neural Networks 2001 14 8 1023 1034
    • (2001) Neural Networks , vol.14 , Issue.8 , pp. 1023-1034
    • Tomandl, D.1    Schober, A.2
  • 57
    • 5044248430 scopus 로고    scopus 로고
    • Prediction of plasma etching using a randomized generalized regression neural network
    • Kim B., Lee D. W., Park K. Y., Choi S. R., Choi S., Prediction of plasma etching using a randomized generalized regression neural network Vacuum 2004 76 1 37 43
    • (2004) Vacuum , vol.76 , Issue.1 , pp. 37-43
    • Kim, B.1    Lee, D.W.2    Park, K.Y.3    Choi, S.R.4    Choi, S.5
  • 58
    • 0036758273 scopus 로고    scopus 로고
    • Strong motion dataset of Turkey: Data processing and site classification
    • Zar M., Bard P.-Y., Strong motion dataset of Turkey: data processing and site classification Soil Dynamics and Earthquake Engineering 2002 22 8 703 718
    • (2002) Soil Dynamics and Earthquake Engineering , vol.22 , Issue.8 , pp. 703-718
    • Zar, M.1    Bard, P.-Y.2
  • 59
    • 31744432931 scopus 로고    scopus 로고
    • RBF network for spatial mapping of wave heights
    • Kalra R., Deo M. C., Kumar R., Agarwal V. K., RBF network for spatial mapping of wave heights Marine Structures 2005 18 3 289 300
    • (2005) Marine Structures , vol.18 , Issue.3 , pp. 289-300
    • Kalra, R.1    Deo, M.C.2    Kumar, R.3    Agarwal, V.K.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.