Intelligence systems for earth, environmental and planetary sciences : methods, models and applications /
This book explores the application of intelligent systems to Earth, environmental, and planetary sciences. Edited by Hossein Bonakdari and Silvio Još Gumiere, it delves into methodologies and models essential for analyzing environmental data, including topics such as partial least squares regressio...
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| Other Authors: | , |
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
Amsterdam ; Cambridge, MA:
Elsevier,
[2024]
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| Subjects: | |
| Online Access: | ScienceDirect |
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| Summary: | This book explores the application of intelligent systems to Earth, environmental, and planetary sciences. Edited by Hossein Bonakdari and Silvio Još Gumiere, it delves into methodologies and models essential for analyzing environmental data, including topics such as partial least squares regression, solute dynamics in soils, and the use of AI in soil erosion modeling. The book is structured to provide practical insights into the use of machine learning techniques for environmental management, including drought forecasting and climate change model downscaling. It serves as a comprehensive resource for researchers and practitioners involved in environmental science and engineering, focusing on innovative approaches to data analysis and sustainable management practices. |
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| Physical Description: | 1 online resource |
| Bibliography: | Includes bibliographical references and indexes. |
| ISBN: | 0443132925 9780443132926 |