Predicting Caspian sea surface water level by ANN and ARIMA models

Journal of Waterway, Port, Coastal and Ocean Engineering

Volumn 123, Issue 4, 1997, Pages 158-162

  Vaziri, Manouchehr ^a,b  

^a SHARIF UNIVERSITY OF TECHNOLOGY   (Iran)

^b UNIVERSITY OF DELAWARE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INLAND SEAS; MODELLING; SEA LEVEL; TIME SERIES ANALYSIS;

CASPIAN SEA;

EID: 0030778350     PISSN: 0733950X     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0733-950X(1997)123:4(158)     Document Type: Article

References (19)

1. Barth, M. C., and Titus, J. G. (eds.) (1984). Greenhouse effect and sea level rise, a challenge for this generation. Van Nostrand Reinhold, New York, N.Y.
2. Bowerman, B. L., and O'Connell, R. T. (1987). Time series forecasting, unified concepts, and computer implementation, 2nd Ed., Duxbury Press, Boston, Mass.
3. Box, G. E., and Jenkins, G. M. (1976). Time series analysis: forecasting and control. Holden-Day, Oakland, Calif.
4. Caudill, M., and Butler, C. (1993). Understanding neural networks: computer explorations: Vol. 1: basic networks. MIT Press, Cambridge, Mass.
5. Chitra, S. P. (1992). "Neural net applications in chemical engineering." AI Expert, 7(11), 20-25.
6. Davodi, R. (1991). "Evaluation of the Caspian Sea surface water level." Sharif Univ. Civ. Engrg. Mag., 5, 12-15.
7. Freeman, J. A., and Skapura, D. M. (1991). Neural networks: algorithms, application, and programming techniques. Addison-Wesley Publishing Co., Reading, Mass.
8. Hect-Nielsen, R. (1989). Neurocomputing. Addison-Wesley Publishing Co., New York, N.Y.
9. Hoffman, J. S., Keyes, D., and Titus, J. G. (1983). "Project future sea level rise: methodology, estimates to the year 2100, and research needs." Rep. No. 230-09-007, Envir. Protection Agency, Washington, D.C.
10. Jahani, A. (1991). "Study of the Caspian Sea surface water level to determine shore line." Proc., Tehran Hydmlogical Forecasting Conf., Tehran, Iran.
11. Neural computing: neuralworks professional II/plus and neuralworks explorer. (1991). Neural Ware, Inc., Pittsburgh, Pa.
12. Ramazani, B. (1994). Fluctuations of the Caspian Sea. Ping, and Budget Org., Gilan, Iran.
13. SAS/ETS user's guide: version 6, 1st Ed. (1991). SAS Institute, Inc., Cary, N.C.
14. Tavili, A. (1994). Are northern Iranian cities submerging? Mehdi Publishing Co., Anzali, Iran.
15. UNESCO. (1990). "Relative sea level change: a critical evaluation." (1990). Marine Sci. Rep. No. 54, Paris, France.
16. Warrick, R. A. (1993). Climate and sea level changes: observations, projections, and implications. Cambridge University Press, New York, N.Y.
17. Wasserman, P. D. (1989). Neural computing: theory and practice. Van Nostrand Reinhold, New York, N.Y.
18. Williams, T. P. (1994). "Predicting changes in construction indexes using neural networks." J. Constr. Engrg. and Mgmt., ASCE, 120(2), 306-320.
19. Wind, H. G. (ed.) (1987). Impact of sea level rise on society. A. A. Balkema, Rotterdam, The Netherlands.