The Application of Neural Networks in the Earth System Sciences Neural Networks Emulations for Complex Multidimensional Mappings /

• Main Author: Krasnopolsky, Vladimir M. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Dordrecht : Springer Netherlands : Imprint: Springer, 2013.
• Series: Atmospheric and Oceanographic Sciences Library, 46
• Subjects: Earth sciences.; Oceanography.; Atmospheric sciences.; Artificial intelligence.; Remote sensing.; Neural networks (Computer science).; Computational intelligence.; Earth Sciences.; Atmospheric Sciences.; Computational Intelligence.; Mathematical Models of Cognitive Processes and Neural Networks.; Artificial Intelligence (incl. Robotics).; Remote Sensing/Photogrammetry.

This book brings together a representative set of Earth System Science (ESS) applications of the neural network (NN) technique. It examines a progression of atmospheric and oceanic problems, which, from the mathematical point of view, can be formulated as complex, multidimensional, and nonlinear map...