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This book comprehensively accounts the advances in data-based approaches for hydrologic modeling and forecasting. Eight major and most popular approaches are selected, with a chapter for each - stochastic methods, parameter estimation techniques, scaling and fractal methods, rem…
1. Setting the stage. 1.1. Background and motivation. 1.2. Organization -- 2. Stochastic methods for modeling precipitation and streamflow. 2.1. Introduction. 2.2. Stochastic simulation of precipitation. 2.3. Stochastic simulation of streamflow. 2.4. Extensions of K-NN resamplin…