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- W2046362987 abstract "This paper presents a practical inverse approach for forecasting nonlinear hydrological time series. The proposed approach involves: (1) calibrating the delay time, embedding dimension and number of nearest neighbors simultaneously using a single definite criterion, namely, optimum prediction accuracy; (2) verifying that the optimal parameters have wider applicability outside the scope of calibration; and (3) demonstrating that chaotic behavior is present when optimal parameters are used in conjunction with existing system characterization tools. The proposed approach was shown to be better than the standard approach for a theoretical chaotic time series (Mackey-Glass) and two real runoff time series (Tryggevaelde catchment in Denmark and Altamaha river at Doctortown, Ga.)." @default.
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- W2046362987 date "2002-03-01" @default.
- W2046362987 modified "2023-09-23" @default.
- W2046362987 title "Practical Inverse Approach for Forecasting Nonlinear Hydrological Time Series" @default.
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- W2046362987 doi "https://doi.org/10.1061/(asce)1084-0699(2002)7:2(116)" @default.
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