Machine Learning Methods in the Environmental Sciences
Language: en
Pages: 364
Authors: William W. Hsieh
Categories: Computers
Type: BOOK - Published: 2009-07-30 - Publisher: Cambridge University Press

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A graduate textbook that provides a unified treatment of machine learning methods and their applications in the environmental sciences.
Machine Learning Methods in the Environmental Sciences
Language: en
Pages: 365
Authors: William Wei Hsieh
Categories: Environmental sciences
Type: BOOK - Published: 2014-05-14 - Publisher:

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A graduate textbook that provides a unified treatment of machine learning methods and their applications in the environmental sciences.
Artificial Intelligence Methods in the Environmental Sciences
Language: en
Pages: 418
Authors: Sue Ellen Haupt
Categories: Science
Type: BOOK - Published: 2008-11-28 - Publisher: Springer Science & Business Media

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How can environmental scientists and engineers use the increasing amount of available data to enhance our understanding of planet Earth, its systems and process
Machine Learning for Spatial Environmental Data
Language: en
Pages: 444
Authors: Mikhail Kanevski
Categories: Science
Type: BOOK - Published: 2009-06-09 - Publisher: EPFL Press

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Acompanyament de CD-RM conté MLO software, la guia d'MLO (pdf) i exemples de dades.
Deep Learning for Hydrometeorology and Environmental Science
Language: en
Pages: 215
Authors: Taesam Lee
Categories: Science
Type: BOOK - Published: 2021-01-27 - Publisher: Springer Nature

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This book provides a step-by-step methodology and derivation of deep learning algorithms as Long Short-Term Memory (LSTM) and Convolution Neural Network (CNN),