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Volumn 35, Issue 14-15, 2008, Pages 1406-1415

The estimation of monthly mean significant wave heights by using artificial neural network and regression methods

Author keywords

Artificial neural networks; Buoy data; Monthly mean significant wave height; Regression method

Indexed keywords

BUOYS; COMPUTER NETWORKS; FLUID MECHANICS; FORECASTING; IMAGE CLASSIFICATION; NEURAL NETWORKS; OCEANOGRAPHY; REGRESSION ANALYSIS; SEA LEVEL; WATER LEVELS; WATER WAVES;

EID: 51149105489     PISSN: 00298018     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.oceaneng.2008.07.008     Document Type: Article
Times cited : (77)

References (57)
  • 1
    • 0035909580 scopus 로고    scopus 로고
    • Interannual changes of the ocean wave variability in the North Atlantic and in the North Sea
    • Bauer E. Interannual changes of the ocean wave variability in the North Atlantic and in the North Sea. Climate Research 18 1-2 (2001) 63-69
    • (2001) Climate Research , vol.18 , Issue.1-2 , pp. 63-69
    • Bauer, E.1
  • 4
    • 36149025564 scopus 로고
    • On physically similar systems: illustrations of the use of dimensional equations
    • Buckingham E. On physically similar systems: illustrations of the use of dimensional equations. Physical Review 4 (1914) 345-376
    • (1914) Physical Review , vol.4 , pp. 345-376
    • Buckingham, E.1
  • 6
    • 0011015037 scopus 로고    scopus 로고
    • US Army Engineer Research and Development Center, Coastal and Hydraulics Laboratory, Vicksburg, MS
    • CEM. Coastal Engineering Manual (2003), US Army Engineer Research and Development Center, Coastal and Hydraulics Laboratory, Vicksburg, MS
    • (2003) Coastal Engineering Manual
    • CEM1
  • 7
    • 34548033948 scopus 로고    scopus 로고
    • Wavelet and artificial neural network analyses of tide forecasting and supplement of tides around Taiwan and South China Sea
    • Chen B.F., Wang H.D., and Chu C.C. Wavelet and artificial neural network analyses of tide forecasting and supplement of tides around Taiwan and South China Sea. Ocean Engineering 34 (2007) 2161-2175
    • (2007) Ocean Engineering , vol.34 , pp. 2161-2175
    • Chen, B.F.1    Wang, H.D.2    Chu, C.C.3
  • 9
    • 0034607348 scopus 로고    scopus 로고
    • Interpolation of wave heights
    • Deo N.C., and Kumar N.K. Interpolation of wave heights. Ocean Engineering 27 (2000) 907-919
    • (2000) Ocean Engineering , vol.27 , pp. 907-919
    • Deo, N.C.1    Kumar, N.K.2
  • 10
    • 0344286516 scopus 로고    scopus 로고
    • Real time wave forecasting using neural networks
    • Deo M.C., and Naidu C.S. Real time wave forecasting using neural networks. Ocean Engineering 26 (1999) 191-203
    • (1999) Ocean Engineering , vol.26 , pp. 191-203
    • Deo, M.C.1    Naidu, C.S.2
  • 12
    • 0002169269 scopus 로고
    • Similarity theory applied to the forecasting of wave heights, periods and directions
    • National Research Council of Canada
    • Donelan M.A. Similarity theory applied to the forecasting of wave heights, periods and directions. Proceedings of the Canadian Coastal Conference (1980), National Research Council of Canada 47-61
    • (1980) Proceedings of the Canadian Coastal Conference , pp. 47-61
    • Donelan, M.A.1
  • 15
    • 0037339949 scopus 로고    scopus 로고
    • Revisiting Wilson's formulas for simplified wind-wave prediction
    • Goda Y. Revisiting Wilson's formulas for simplified wind-wave prediction. Journal of Waterway, Port, Coastal and Ocean Engineering 129 2 (2003) 93-95
    • (2003) Journal of Waterway, Port, Coastal and Ocean Engineering , vol.129 , Issue.2 , pp. 93-95
    • Goda, Y.1
  • 19
    • 85009629937 scopus 로고    scopus 로고
    • Neural networks in ocean engineering
    • Jain M., and Deo M.C. Neural networks in ocean engineering. Ships and Offshore Structures 1 1 (2006) 25-35
    • (2006) Ships and Offshore Structures , vol.1 , Issue.1 , pp. 25-35
    • Jain, M.1    Deo, M.C.2
  • 20
    • 0029767344 scopus 로고    scopus 로고
    • Southern Ocean monthly wave fields for austral winters 1985-1988 by Geosat radar altimeter
    • Josberger E.G., and Mognard N.M. Southern Ocean monthly wave fields for austral winters 1985-1988 by Geosat radar altimeter. Journal of Geophysical Research-Oceans 101 C3 (1996) 6689-6696
    • (1996) Journal of Geophysical Research-Oceans , vol.101 , Issue.C3 , pp. 6689-6696
    • Josberger, E.G.1    Mognard, N.M.2
  • 21
    • 33846362603 scopus 로고    scopus 로고
    • Derivation of coastal wind and wave parameters from offshore measurements of TOPEX satellite using ANN
    • Kalra R., and Deo M.C. Derivation of coastal wind and wave parameters from offshore measurements of TOPEX satellite using ANN. Coastal Engineering 54 (2007) 187-196
    • (2007) Coastal Engineering , vol.54 , pp. 187-196
    • Kalra, R.1    Deo, M.C.2
  • 22
    • 23744471743 scopus 로고    scopus 로고
    • Artificial neural network to translate offshore satellite wave data to coastal locations
    • Kalra R., Deo M.C., Kumar R., and Aggarwal V.K. Artificial neural network to translate offshore satellite wave data to coastal locations. Ocean Engineering 32 (2005) 1917-1932
    • (2005) Ocean Engineering , vol.32 , pp. 1917-1932
    • Kalra, R.1    Deo, M.C.2    Kumar, R.3    Aggarwal, V.K.4
  • 24
    • 0004179923 scopus 로고
    • Prentice-Hall, Englewood Cliffs, NJ, USA
    • Kinsman B. Wind Waves (1965), Prentice-Hall, Englewood Cliffs, NJ, USA
    • (1965) Wind Waves
    • Kinsman, B.1
  • 25
    • 30044447182 scopus 로고    scopus 로고
    • Neural network prediction of a storm surge
    • Lee .L. Neural network prediction of a storm surge. Ocean Engineering 33 (2006) 483-494
    • (2006) Ocean Engineering , vol.33 , pp. 483-494
    • Lee, .L.1
  • 26
    • 0037128648 scopus 로고    scopus 로고
    • Application of artificial neural networks in tide-forecasting
    • Lee T.L., and Jeng D.S. Application of artificial neural networks in tide-forecasting. Ocean Engineering 29 9 (2002) 1003-1022
    • (2002) Ocean Engineering , vol.29 , Issue.9 , pp. 1003-1022
    • Lee, T.L.1    Jeng, D.S.2
  • 27
    • 0000873069 scopus 로고
    • A method for the solution of certain problems in least squares
    • Levenberg K. A method for the solution of certain problems in least squares. Quarterly of Applied Mathematics 2 (1944) 164-168
    • (1944) Quarterly of Applied Mathematics , vol.2 , pp. 164-168
    • Levenberg, K.1
  • 28
    • 27744547475 scopus 로고    scopus 로고
    • Mediterranean wave climate variability and its links with NAO and Indian Monsoon
    • Lionello P., and Sanna A. Mediterranean wave climate variability and its links with NAO and Indian Monsoon. Climate Dynamics 25 6 (2005) 611-623
    • (2005) Climate Dynamics , vol.25 , Issue.6 , pp. 611-623
    • Lionello, P.1    Sanna, A.2
  • 29
    • 1842843640 scopus 로고    scopus 로고
    • Improving wave predictions with artificial neural networks
    • Makarynskyy O. Improving wave predictions with artificial neural networks. Ocean Engineering 31 5-6 (2004) 709-724
    • (2004) Ocean Engineering , vol.31 , Issue.5-6 , pp. 709-724
    • Makarynskyy, O.1
  • 30
    • 4544314347 scopus 로고    scopus 로고
    • Predicting sea level variations with artificial neural networks at Hillarys Boat Harbour, Western Australia
    • Makarynskyy O., Makarynska D., Kuhn M., and Featherstone W.E. Predicting sea level variations with artificial neural networks at Hillarys Boat Harbour, Western Australia. Estuarine, Coastal and Shelf Science 61 (2004) 351-360
    • (2004) Estuarine, Coastal and Shelf Science , vol.61 , pp. 351-360
    • Makarynskyy, O.1    Makarynska, D.2    Kuhn, M.3    Featherstone, W.E.4
  • 33
    • 33244493086 scopus 로고    scopus 로고
    • Ocean wave forecasting using recurrent neural networks
    • Mandal S., and Prabaharan N. Ocean wave forecasting using recurrent neural networks. Ocean Engineering 33 10 (2006) 1401-1410
    • (2006) Ocean Engineering , vol.33 , Issue.10 , pp. 1401-1410
    • Mandal, S.1    Prabaharan, N.2
  • 34
    • 0000169232 scopus 로고
    • An algorithm for least-squares estimation of nonlinear parameters
    • Marquardt D. An algorithm for least-squares estimation of nonlinear parameters. Journal of Applied Mathematics 11 (1963) 431-441
    • (1963) Journal of Applied Mathematics , vol.11 , pp. 431-441
    • Marquardt, D.1
  • 36
    • 36248955028 scopus 로고    scopus 로고
    • Artificial neural networks and their application to assessment of ultimate strength of plates with pitting corrosion
    • Ok D., Pu Y.C., and Incecik A. Artificial neural networks and their application to assessment of ultimate strength of plates with pitting corrosion. Ocean Engineering 34 (2007) 2222-2230
    • (2007) Ocean Engineering , vol.34 , pp. 2222-2230
    • Ok, D.1    Pu, Y.C.2    Incecik, A.3
  • 37
    • 38649084067 scopus 로고    scopus 로고
    • Application of wave model for weather routing of ships in the North Indian Ocean
    • Padhy C.P., Sen D., and Bhaskaran P.K. Application of wave model for weather routing of ships in the North Indian Ocean. Natural Hazards 44 (2008) 373-385
    • (2008) Natural Hazards , vol.44 , pp. 373-385
    • Padhy, C.P.1    Sen, D.2    Bhaskaran, P.K.3
  • 38
    • 34548014525 scopus 로고    scopus 로고
    • Analysis of wave transmission behind low-crested breakwaters using neural networks
    • Panizzo A., and Briganti R. Analysis of wave transmission behind low-crested breakwaters using neural networks. Coastal Engineering 54 9 (2007) 643-656
    • (2007) Coastal Engineering , vol.54 , Issue.9 , pp. 643-656
    • Panizzo, A.1    Briganti, R.2
  • 40
    • 38549168470 scopus 로고    scopus 로고
    • Analysis of wave height variability using altimeter measurements: application to the Mediterranean Sea
    • Queffeulou P., and Bentamy A. Analysis of wave height variability using altimeter measurements: application to the Mediterranean Sea. Journal of Atmospheric and Oceanic Technology 24 12 (2007) 2078-2092
    • (2007) Journal of Atmospheric and Oceanic Technology , vol.24 , Issue.12 , pp. 2078-2092
    • Queffeulou, P.1    Bentamy, A.2
  • 41
    • 12344263947 scopus 로고    scopus 로고
    • Hindcasting of storm waves using neural networks
    • Rao S., and Mandal S. Hindcasting of storm waves using neural networks. Ocean Engineering 32 (2005) 667-684
    • (2005) Ocean Engineering , vol.32 , pp. 667-684
    • Rao, S.1    Mandal, S.2
  • 44
    • 33847772420 scopus 로고    scopus 로고
    • Interannual variability and predictability of summertime significant wave heights in the Western North Pacific
    • Sasaki W., and Hibiya T. Interannual variability and predictability of summertime significant wave heights in the Western North Pacific. Journal of Oceanography 63 (2007) 203-213
    • (2007) Journal of Oceanography , vol.63 , pp. 203-213
    • Sasaki, W.1    Hibiya, T.2
  • 45
    • 0003958307 scopus 로고
    • Coastal Engineering Research Center, Waterway Experiment Station, Corps of Engineers, Department of the Army, Vicksburg, MS
    • SPM. Shore Protection Manual (1984), Coastal Engineering Research Center, Waterway Experiment Station, Corps of Engineers, Department of the Army, Vicksburg, MS
    • (1984) Shore Protection Manual
    • SPM1
  • 46
    • 38349018510 scopus 로고    scopus 로고
    • A method for spatial calibration of wave hindcast data bases
    • Tomas A., Mendez F.J., and Losada I.J. A method for spatial calibration of wave hindcast data bases. Continental Shelf Research 28 (2008) 391-398
    • (2008) Continental Shelf Research , vol.28 , pp. 391-398
    • Tomas, A.1    Mendez, F.J.2    Losada, I.J.3
  • 48
    • 0037036332 scopus 로고    scopus 로고
    • Neural network for wave forecasting among multi-stations
    • Tsai C.P., Lin C., and Shen J.N. Neural network for wave forecasting among multi-stations. Ocean Engineering 29 13 (2002) 1683-1695
    • (2002) Ocean Engineering , vol.29 , Issue.13 , pp. 1683-1695
    • Tsai, C.P.1    Lin, C.2    Shen, J.N.3
  • 49
    • 34247269814 scopus 로고    scopus 로고
    • Application of artificial neural networks in typhoon surge forecasting
    • Tseng C.M., Jan C.D., Wang J.S., and Wang C.M. Application of artificial neural networks in typhoon surge forecasting. Ocean Engineering 34 (2007) 1757-1768
    • (2007) Ocean Engineering , vol.34 , pp. 1757-1768
    • Tseng, C.M.1    Jan, C.D.2    Wang, J.S.3    Wang, C.M.4
  • 50
    • 0030778350 scopus 로고    scopus 로고
    • Predicting Caspian Sea surface water level by ANN and ARIMA models
    • Vaziri M. Predicting Caspian Sea surface water level by ANN and ARIMA models. Journal of Waterway, Port, Coastal and Ocean Engineering 123 4 (1997) 158-162
    • (1997) Journal of Waterway, Port, Coastal and Ocean Engineering , vol.123 , Issue.4 , pp. 158-162
    • Vaziri, M.1
  • 52
    • 0000511327 scopus 로고
    • Numerical prediction of ocean waves in the North Atlantic for December 1959
    • Wilson B.W. Numerical prediction of ocean waves in the North Atlantic for December 1959. Deutsche Hydrographische Zeitschrift 18 3 (1965) 114-130
    • (1965) Deutsche Hydrographische Zeitschrift , vol.18 , Issue.3 , pp. 114-130
    • Wilson, B.W.1
  • 53
    • 51149100848 scopus 로고    scopus 로고
    • WMO, 1988. Guide to wave analysis and forecasting. World Meteorological Organization WMO no. 702, Geneva, Switzerland.
    • WMO, 1988. Guide to wave analysis and forecasting. World Meteorological Organization WMO no. 702, Geneva, Switzerland.
  • 56
    • 0028579065 scopus 로고
    • Global ocean wave statistics obtained from satellite-observations
    • Young I.R. Global ocean wave statistics obtained from satellite-observations. Applied Ocean Research 16 4 (1994) 235-248
    • (1994) Applied Ocean Research , vol.16 , Issue.4 , pp. 235-248
    • Young, I.R.1
  • 57
    • 0032756442 scopus 로고    scopus 로고
    • Seasonal variability of the global ocean wind and wave climate
    • Young I.R. Seasonal variability of the global ocean wind and wave climate. International Journal of Climatology 19 9 (1999) 931-950
    • (1999) International Journal of Climatology , vol.19 , Issue.9 , pp. 931-950
    • Young, I.R.1


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