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Experimental investigation of the predictive capabilities of data driven modeling techniques in hydrology - Part 1: Concepts and methodology
Experimental investigation the predictive capabilities data driven modeling techniques
2010/12/22
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 th...
Comparison of data-driven methods for downscaling ensemble weather forecasts
statistical downscaling model evolutionary polynomial regression medium range forecast
2009/4/29
This study investigates dynamically different data-driven methods, specifically a statistical downscaling model (SDSM), a time lagged feedforward neural network (TLFN), and an evolutionary polynomial ...
Deriving albedo maps for HAPEX-Sahel from ASAS data using kernel-driven BRDF models
spatial estimates albedo maps kernel-driven
2009/3/25
This paper describes the application and testing of a method for deriving spatial estimates of albedo from multi-angle remote sensing data.