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Volumn 12, Issue 12, 2012, Pages 3799-3809

Predicting typhoon-induced storm surge tide with a two-dimensional hydrodynamic model and artificial neural network model

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTIFICIAL NEURAL NETWORK; COMPUTER SIMULATION; HYDRODYNAMICS; PREDICTION; STORM SURGE; TIDAL MODELING; TWO-DIMENSIONAL MODELING; TYPHOON; WATER LEVEL;

EID: 84871813763     PISSN: 15618633     EISSN: 16849981     Source Type: Journal    
DOI: 10.5194/nhess-12-3799-2012     Document Type: Article
Times cited : (47)

References (35)
  • 1
    • 77949915144 scopus 로고    scopus 로고
    • Storm surge forecast through a combination of dynamic and neural network models
    • Bajo, M. and Umgiesser, G.: Storm surge forecast through a combination of dynamic and neural network models, Ocean Model., 33, 1-9, 2010.
    • (2010) Ocean Model , vol.33 , pp. 1-9
    • Bajo, M.1    Umgiesser, G.2
  • 2
    • 33845610119 scopus 로고    scopus 로고
    • Predicting the frequency of storm surges and extreme sea levels in the northwest Atlantic
    • doi:10.1029/2005JC003168
    • Bernier, N. B. and Thopmson, K. R.: Predicting the frequency of storm surges and extreme sea levels in the northwest Atlantic, J. Geophys. Res., 111, C10009, doi:10.1029/2005JC003168, 2006.
    • (2006) J. Geophys. Res , vol.111
    • Bernier, N.B.1    Thopmson, K.R.2
  • 4
    • 34247222621 scopus 로고    scopus 로고
    • Storm surge simulation for Hurricane Hugo (1989): On the significance of inundation areas
    • Dietsche, D., Hagen, S. C., and Bacopoulos, P.: Storm surge simulation for Hurricane Hugo (1989): on the significance of inundation areas, J. Waterw. Port Coast. Ocean Eng., 133, 183-191, 2007.
    • (2007) J. Waterw. Port Coast. Ocean Eng , vol.133 , pp. 183-191
    • Dietsche, D.1    Hagen, S.C.2    Bacopoulos, P.3
  • 5
    • 0036328993 scopus 로고    scopus 로고
    • Efficient inverse modeling of barotropic ocean tides
    • Egbert, G. D. and Erofeeva, S. Y.: Efficient inverse modeling of barotropic ocean tides, Journal of Atmos. Ocean. Technol., 19, 183-204, 2002.
    • (2002) Journal of Atmos. Ocean. Technol , vol.19 , pp. 183-204
    • Egbert, G.D.1    Erofeeva, S.Y.2
  • 6
    • 0028586562 scopus 로고
    • TOPEX/POSEIDON tides estimated using a global inverse model
    • Egbert, G. D., Bennett, A. F., and Foreman, M. G.: TOPEX/POSEIDON tides estimated using a global inverse model, J. Geophys. Res., 99, 24821-24852, 1994.
    • (1994) J. Geophys. Res , vol.99 , pp. 24821-24852
    • Egbert, G.D.1    Bennett, A.F.2    Foreman, M.G.3
  • 7
    • 69949115559 scopus 로고    scopus 로고
    • Dynamic issues in the SE South America storm surge modeling
    • Etala, P.: Dynamic issues in the SE South America storm surge modeling, Nat. Hazards, 51, 79-95, 2009.
    • (2009) Nat. Hazards , vol.51 , pp. 79-95
    • Etala, P.1
  • 8
    • 82155199438 scopus 로고    scopus 로고
    • Application of artificial neural network (ANN) to improve forecasting of sea level
    • Filippo, A., Torres Jr., A. R., Kjerfve, B., and Monat, A.: Application of artificial neural network (ANN) to improve forecasting of sea level, Ocean Coast. Manage., 55, 101-110, 2012.
    • (2012) Ocean Coast. Manage , vol.55 , pp. 101-110
    • Filippo, A.1    Torres Jr., A.R.2    Kjerfve, B.3    Monat, A.4
  • 9
    • 0000387235 scopus 로고
    • A rapid convergent descent method for minimization
    • Fletcher, R. and Powell, M. J. D.: A rapid convergent descent method for minimization, Comput. J., 6, 163-168, 1963.
    • (1963) Comput. J , vol.6 , pp. 163-168
    • Fletcher, R.1    Powell, M.J.D.2
  • 10
    • 0008435320 scopus 로고
    • Meteorological conditions pertinent to standard project hurricane, Atlantic and Gulf Coasts of United States
    • Report No. 3 US Weather Service
    • Graham, H. E. and Nunn, D. E.: Meteorological conditions pertinent to standard project hurricane, Atlantic and Gulf Coasts of United States, National Hurricane Research Project, Report No. 3, US Weather Service, 1959.
    • (1959) National Hurricane Research Project
    • Graham, H.E.1    Nunn, D.E.2
  • 11
    • 0029536218 scopus 로고
    • A comparison of the nonlinear frictional characteristics of two-dimensional and three-dimensional models of a shallow water tidal embayment
    • Grenier, R. R., Luettich, R. A., and Westerink, J. J.: A comparison of the nonlinear frictional characteristics of two-dimensional and three-dimensional models of a shallow water tidal embayment, J. Geophys. Res., 100, 13719-13735, 1995.
    • (1995) J Geophys. Res , vol.100 , pp. 13719-13735
    • Grenier, R.R.1    Luettich, R.A.2    Westerink, J.J.3
  • 12
    • 34247869757 scopus 로고    scopus 로고
    • Modelling of a medium-term dynamics in a shallow tidal sea, based on combined physical neural network methods
    • Herman, A., Kaiser, R., and Niemeyer, H. D.: Modelling of a medium-term dynamics in a shallow tidal sea, based on combined physical neural network methods, Ocean Model., 17, 277- 299, 2007.
    • (2007) Ocean Model , vol.17 , pp. 277-299
    • Herman, A.1    Kaiser, R.2    Niemeyer, H.D.3
  • 13
    • 35348943493 scopus 로고    scopus 로고
    • Tide-surge interaction and its role in the distribution of surge residuals in the North Sea
    • doi:10.1029/2006JC004033
    • Horsburgh, K. J. and Wilson, C.: Tide-surge interaction and its role in the distribution of surge residuals in the North Sea, J. Geophys. Res., 112, C08003, doi:10.1029/2006JC004033, 2007.
    • (2007) J. Geophys. Res , vol.112
    • Horsburgh, K.J.1    Wilson, C.2
  • 15
    • 0027601884 scopus 로고
    • 1 ANFIS: Adaptive-network-based fuzzy inference system, IEEE Trans. Syst. Man Cybern
    • Jang, J. S. R.: 1 ANFIS: adaptive-network-based fuzzy inference system, IEEE Trans. Syst. Man Cybern., Part A-Syst. Hum., 23, 665-685, 1993.
    • (1993) Part A-Syst. Hum , vol.23 , pp. 665-685
    • Jang J. .S., .R.1
  • 16
    • 0000984637 scopus 로고
    • A numerical calculation of storm tides induced by a tropical storm impinging on a continental shelf mon
    • Jelesnianski, C. P.: A numerical calculation of storm tides induced by a tropical storm impinging on a continental shelf, Mon. Weather Rev., 93, 343-358, 1965.
    • (1965) Weather Rev , vol.93 , pp. 343-358
    • Jelesnianski, C.P.1
  • 17
    • 0025536445 scopus 로고
    • Shallow water modeling in small water bodies
    • edited by Gambolati, G., Computational Methods in Surface Hydrology WIT Press
    • Kolar, R. L. and Gray, W. G.: Shallow water modeling in small water bodies, edited by Gambolati, G., Computational Methods in Surface Hydrology, WIT Press, Billerica, Massachusetts, 149- 155, 1990.
    • (1990) Billerica, Massachusetts , pp. 149-155
    • Kolar, R.L.1    Gray, W.G.2
  • 18
    • 0028320212 scopus 로고
    • Shallow water modeling in spherical coordinates-equation formulation, numerical implementation and application
    • Kolar, R. L., Gray, W. G., Westerink, J. J., and Luettich, R. A.: Shallow water modeling in spherical coordinates-equation formulation, numerical implementation and application, J. Hydraul. Res., 32, 3-24, 1994.
    • (1994) J. Hydraul. Res , vol.32 , pp. 3-24
    • Kolar, R.L.1    Gray, W.G.2    Westerink, J.J.3    Luettich, R.A.4
  • 20
    • 1942490118 scopus 로고    scopus 로고
    • A neuro fuzzy computing technique for modeling hydrological time series
    • Nayak, P. C., Sudheer, K. P., Ragan, D. M., and Ramasastri, K. S.: A neuro fuzzy computing technique for modeling hydrological time series, J. Hydrol., 291, 52-66, 2004.
    • (2004) J. Hydrol , vol.291 , pp. 52-66
    • Nayak, P.C.1    Sudheer, K.P.2    Ragan, D.M.3    Ramasastri, K.S.4
  • 21
    • 0018208765 scopus 로고
    • The interaction of surge and tide in the North Sea and River Thames
    • Prandle, D. and Wolf, J.: The interaction of surge and tide in the North Sea and River Thames, Geophys. J. Astron. Soc., 55, 203- 216, 1978.
    • (1978) Geophys. J. Astron. Soc , vol.55 , pp. 203-216
    • Prandle, D.1    Wolf, J.2
  • 22
    • 0002783342 scopus 로고
    • The propagation of tide and surge in an estuary
    • Proudman, J.: The propagation of tide and surge in an estuary, Proc. R. Soc. Lond., A231, 8-24, 1955.
    • (1955) Proc. R. Soc. Lond , vol.A231 , pp. 8-24
    • Proudman, J.1
  • 23
    • 0001507461 scopus 로고
    • Oscillations of tide and surge in an estuary of finite length
    • Proudman, J.: Oscillations of tide and surge in an estuary of finite length, J. Fluid Mech., 2, 371-381, 1957.
    • (1957) J. Fluid Mech , vol.2 , pp. 371-381
    • Proudman, J.1
  • 24
    • 77955281826 scopus 로고    scopus 로고
    • Storm surge propagation in Galveston Bay during Hurricane Ike
    • Rego, J. L. and Li, C.: Storm surge propagation in Galveston Bay during Hurricane Ike, J. Mar. Syst., 82, 265-279, 2010.
    • (2010) J. Mar. Syst , vol.82 , pp. 265-279
    • Rego, J.L.1    Li, C.2
  • 25
    • 0001848106 scopus 로고
    • Interaction between tide and surge in the Thames
    • Rossiter, J. R.: Interaction between tide and surge in the Thames, Geophys. J. R. Astron. Soc., 6, 29-53, 1961.
    • (1961) Geophys. J. R. Astron. Soc , vol.6 , pp. 29-53
    • Rossiter, J.R.1
  • 26
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rumelhart, D. E., Hinton, G. E., and Williams, R. J.: Learning representations by back-propagating errors, Nature, 323, 533-536, 1986.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 27
    • 33646866165 scopus 로고    scopus 로고
    • Storm tide simulation in the Chesapeake Bay using an unstructured grid model
    • Shen, J., Wang, H. V., Sisson, M., and Gong, W.: Storm tide simulation in the Chesapeake Bay using an unstructured grid model, Estuar. Coast. Shelf Sci., 68, 1-16, 2006.
    • (2006) Estuar. Coast. Shelf Sci , vol.68 , pp. 1-16
    • Shen, J.1    Wang, H.V.2    Sisson, M.3    Gong, W.4
  • 28
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modeling and control
    • Takagi, T. and Sugeno, M.: Fuzzy identification of systems and its applications to modeling and control, IEEE Trans. Syst. Man Cybern., 15, 116-132, 1985.
    • (1985) IEEE Trans. Syst. Man Cybern , vol.15 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 31
    • 51549086076 scopus 로고    scopus 로고
    • A numerical study of storm surge in the cape fear river estuary and adjacent coast
    • Xia, M., Xia, L., Pietrafesa, L. J., and Peng, M.: A numerical study of storm surge in the Cape Fear River Estuary and adjacent coast, J. Coast. Res., 24, 159-167, 2008.
    • (2008) J. Coast. Res , vol.24 , pp. 159-167
    • Xia, M.1    Xia, L.2    Pietrafesa, L.J.3    Peng, M.4
  • 32
    • 69949118450 scopus 로고    scopus 로고
    • Storm surge prediction using an artificial neural network model and cluster analysis
    • You, S. H. and Seo, J. W.: Storm surge prediction using an artificial neural network model and cluster analysis, Nat. Hazards, 51, 97- 114, 2009.
    • (2009) Nat. Hazards , vol.51 , pp. 97-114
    • You, S.H.1    Seo, J.W.2
  • 33
    • 77954759618 scopus 로고    scopus 로고
    • Comparison of storm surge/tide predictions between a 2-D operational forecast system, the regional tide/storm surge model (RTSM), and the 3-D regional ocean modeling system (ROMS)
    • You, S. H., Lee, W. J., and Moon, K. S.: Comparison of storm surge/tide predictions between a 2-D operational forecast system, the regional tide/storm surge model (RTSM), and the 3-D regional ocean modeling system (ROMS), Ocean Dyn., 60, 443- 459, 2010.
    • (2010) Ocean Dyn , vol.60 , pp. 443-459
    • You, S.H.1    Lee, W.J.2    Moon, K.S.3
  • 35
    • 77954491957 scopus 로고    scopus 로고
    • Tide-surge intensified by the Taiwan Strait
    • doi:10.1029/2009JC005762
    • Zhang, W., Shi, F., Hong, H., Shang, S., and Kirby, J.: Tide-surge intensified by the Taiwan Strait, J. Geophys. Res. 115, C06012, doi:10.1029/2009JC005762, 2010.
    • (2010) J. Geophys. Res , vol.115
    • Zhang, W.1    Shi, F.2    Hong, H.3    Shang, S.4    Kirby, J.5


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