Experimental investigation of the predictive capabilities of data driven modeling techniques in hydrology - Part 1: Concepts and methodology

A comprehensive data driven modeling experiment is presented in a two-part paper. In this first part, an extensive data-driven modeling experiment is proposed. The most important concerns regarding the way data driven modeling (DDM) techniques and data were handled, compared, and evaluated, and the...

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Bibliographic Details
Main Authors: A. Elshorbagy, G. Corzo, S. Srinivasulu, D. P. Solomatine
Format: Article
Language:English
Published: Copernicus Publications 2010-10-01
Series:Hydrology and Earth System Sciences
Online Access:http://www.hydrol-earth-syst-sci.net/14/1931/2010/hess-14-1931-2010.pdf