TECHNICAL PAPERS
Feb 1, 1985

Prediction of Combined Snowmelt and Rainfall Runoff

Publication: Journal of Hydraulic Engineering
Volume 111, Issue 2

Abstract

Prediction of snowmelt runoff is one of the most important problems in the determination of optimum use of water resources. In this study, the combined snowmelt and rainfall runoff during the snowmelt period is predicted using a combination of the tanks and autoregressive models, with parameters identified by the Kalman filtering. The proposed method can accurately predict the snowmelt runoff. The input data used are rainfall, snowfall, runoff and air temperature.

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References

1.
Chiu, C. L., Matalas, N. C., Dawdy, D. R., and Mizumura, K., “Applications of Estimation Theory to Hydraulic Problems,” Proceedings of the 2nd International Symposium on Stochastic Hydraulics, Lund, Sweden, Aug., 1976, pp. 20.1–20.16
2.
Chiu, C. L., ed., Applications of Kalman Filter to Hydrology, Hydraulics, and Water Resources, 1st Ed., Univ. of Pittsburgh, Pittsburgh, Pa., 1978.
3.
Gelb, A., ed., Applied Optimal Estimations, MIT Press, Cambridge, Mass., 1974.
4.
Hino, M., “Prediction of Flood and Streamflow by Modern Control and Stochastic Theories,” Proceedings of the 2nd International Symposium on Stochastic Hydraulics, Lund, Sweden, Aug., 1976.
5.
Mizumura, K., “A Combined Snowmelt and Rainfall Runoff,” Proceedings of the 1st International Conference on Time Series Methods in the Hydrosciences, Burlington, Ontario, Canada, Oct., 1981.
6.
Mizumura, K., “Prediction of Water Level in Tidal Inlet,” Journal of the Waterway, Port, Coastal and Ocean Division, ASCE, Vol. 108, No. WW1, Paper 17030, Feb., 1982, pp. 97–106.
7.
Sage, A. P., and Melsa, J. L., Estimation Theory with Applications to Communications and Control, McGraw‐Hill Book Company, New York, N.Y., 1971.
8.
Sugawara, M., Runoff Analysis, Kyoritsu Shuppan Book Company, Tokyo, Japan, 1978 (in Japanese).

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Go to Journal of Hydraulic Engineering
Journal of Hydraulic Engineering
Volume 111Issue 2February 1985
Pages: 179 - 193

History

Published online: Feb 1, 1985
Published in print: Feb 1985

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Kazumasa Mizumura
Prof. of Civ. Engrg., Kanazawa Inst., of Tech., Kanazawa, Ishikawa Pref., Japan
Chao‐Lin Chiu, M. ASCE
Prof. of Civ. Engrg., Univ. of Pittsburgh, Pittsburgh, Pa. 15261

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