Machine Learning Methods in the Environmental Sciences: Neural Networks and Kernels
Machine learning methods originated from artificial intelligence and are now used in various fields in environmental sciences today. Get and download textbook Machine Learning Methods in the Environmental Sciences: Neural Networks and Kernels for free
Categories: Environmental sciences, Machine learning. Contributors: William W. Hsieh - Author. Format: Hardcover
This is the first single-authored textbook providing a unified treatment of machine learning methods and their applications in the environmental sciences. Due to their powerful nonlinear modeling capability, machine learning methods today are used in satellite data processing, general circulation models(GCM), weather and climate prediction, air quality forecasting, analysis and modeling of environmental data, oceanographic and hydrological forecasting, ecological modeling, and monitoring of snow, ice and forests. The book includes end-of-chapter review questions and an appendix listing web sites for downloading Machine Learning Methods in the Environmental Sciences new edition
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Machine Learning Methods in the Environmental Sciences - Hsieh WW
Machine learning methods originated from artificial intelligence and are now used in various fields in environmental sciences today. This is the first single-authored textbook providing a unified treatment
Buy Machine Learning Methods in the Environmental Sciences by Hsieh, William W. and Read this Book on Kobo's Free Apps. Discover Kobo's Vast Collection of Ebooks Today - Over 3 Million Titles, Including 2 Million Free Ones!
author william w hsieh format hardback language english publication year 30 07 2009 subject geography environment agriculture subject 2 environment planning title machine learning methods in the environmental sciences neural networks and kernels author william w hsieh publisher cambridge university press publication date jul 30 2009 pages 368 binding hardcover edition 1 st dimensions 6 77 wx 9 84 hx 0 87 d isbn 0521791928 subject science environmental science description machine learning metho
Machine Learning Methods in the Environmental Sciences Textbook
This is the first single-authored textbook providing a unified treatment of machine learning methods and their applications in the environmental sciences
The book includes end-of-chapter review questions and an appendix listing web sites for downloading
