Hydrologic Advances in Space-Time Precipitation Modeling and Forecasting

作者: Efi Foufoula-Georgiou , Konstantine P. Georgakakos

DOI: 10.1007/978-94-011-3480-4_3

关键词: GeographyStrengths and weaknessesMeteorologyHydrographSpace timeSurface runoffMarkov chainClimatologyPrecipitationFlash floodDrainage basin

摘要: The spatial and temporal rainfall characteristics influence the runoff hydrograph of a catchment, while accurate forecasting precipitation is crucial to prediction floods flash floods. This study presents review recent hydrologic advances in space-time modeling forecasting. strengths weaknesses available models are discussed directions for further research improvements given.

参考文章(106)
R. D. Stern, R. Coe, A Model Fitting Analysis of Daily Rainfall Data Journal of the Royal Statistical Society: Series A (General). ,vol. 147, pp. 1- 18 ,(1984) , 10.2307/2981736
J. R. Green, A Model for Rainfall Occurrence Journal of the Royal Statistical Society: Series B (Methodological). ,vol. 26, pp. 345- 353 ,(1964) , 10.1111/J.2517-6161.1964.TB00567.X
E. Galloy, A. Le Breton, S. Martin, A Model for Weather Cycles Based on Daily Rainfall Occurrence Springer, Berlin, Heidelberg. pp. 303- 318 ,(1983) , 10.1007/978-3-642-46475-1_22
P. A. Jacobs, P. A. W. Lewis, Discrete Time Series Generated by Mixtures. I: Correlational and Runs Properties Journal of the Royal Statistical Society: Series B (Methodological). ,vol. 40, pp. 94- 105 ,(1978) , 10.1111/J.2517-6161.1978.TB01653.X
Daniel I. Carey, C. T. Haan, Markov Process for Simulating Daily Point Rainfall Journal of the Irrigation and Drainage Division. ,vol. 104, pp. 111- 125 ,(1978) , 10.1061/JRCEA4.0001181
Ignacio Rodriguez-Iturbe, Beatriz Febres De Power, Mohammad B. Sharifi, Konstantine P. Georgakakos, Chaos in rainfall Water Resources Research. ,vol. 25, pp. 1667- 1675 ,(1989) , 10.1029/WR025I007P01667
P. C. D. Milly, P. S. Eagleson, Effect of storm scale on surface runoff volume Water Resources Research. ,vol. 24, pp. 620- 624 ,(1988) , 10.1029/WR024I004P00620
H. Tong, Determination of the order of a Markov chain by Akaike's information criterion Journal of Applied Probability. ,vol. 12, pp. 488- 497 ,(1975) , 10.2307/3212863