Machine Learning Methods in the Environmental Sciences 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025

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Hsieh, William W. 作者

译者

2009-8 出版日期

364 页数

$ 90.40 价格

丛书系列

9780521791922 图书编码

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发表于2025-01-11

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Machine Learning Methods in the Environmental Sciences 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2025

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Machine Learning Methods in the Environmental Sciences 在线电子书图书描述

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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