Machine Learning Methods in the Environmental Sciences

Name: Machine Learning Methods in the Environmental Sciences
Brand: Cambridge University Press
SKU: 9780521791922
Price: 112.17 EUR
Availability: InStock

Neural Networks and Kernels

Autor: William W. Hsieh

Jazyk:

Väzba: Pevná

Vydavateľ: Cambridge University Press

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-18 dní

112.17 €

Machine learning methods originated from artificial intelligence and are now used in various fields...

Informácie o knihe

Autor

William W. Hsieh

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2009

Stránok

364

EAN

9780521791922

ISBN

0521791928

Enbook ID

02043451

Vydavateľ

Cambridge University Press

Hmotnosť

866

Rozmery

182 x 256 x 25

Kompletný popis

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 of machine learning methods and their applications in the environmental sciences. Due to their powerful nonlinear modelling capability, machine learning methods today are used in satellite data processing, general circulation models(GCM), weather and climate prediction, air quality forecasting, analysis and modelling of environmental data, oceanographic and hydrological forecasting, ecological modelling, and monitoring of snow, ice and forests. The book includes end-of-chapter review questions and an appendix listing web sites for downloading computer code and data sources. A resources website containing datasets for exercises, and password-protected solutions are available. The book is suitable for first-year graduate students and advanced undergraduates. It is also valuable for researchers and practitioners in environmental sciences interested in applying these new methods to their own work.

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Machine Learning Methods in the Environmental Sciences

Neural Networks and Kernels

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