Advanced Hydroinformatics: Machine Learning and Optimization for Water Resources

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Gerald A. Corzo Perez (IHE Delft Institute for Water Education, The Netherlands) Dimitri P. Solomatine (IHE Delft Institute for Water Education; Delft University of Technology, The Netherlands)

Advanced Hydroinformatics

Machine Learning and Optimization for Water Resources

Gerald A. Corzo Perez (IHE Delft Institute for Water Education, The Netherlands), Dimitri P. Solomatine (IHE Delft Institute for Water Education; Delft University of Technology, The Netherlands)

$348.95

Hardback

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English

American Geophysical Union
02 January 2024

Earth sciences

Series: Special Publications

Applying machine learning and optimization technologies to water management problems

The rapid development of machine learning brings new possibilities for hydroinformatics research and practice with its ability to handle big data sets, identify patterns and anomalies in data, and provide more accurate forecasts.

Advanced Hydroinformatics: Machine Learning and Optimization for Water Resources presents both original research and practical examples that demonstrate how machine learning can advance data analytics, accuracy of modeling and forecasting, and knowledge discovery for better water management.

Volume Highlights Include:

Overview of the application of artificial intelligence and machine learning techniques in hydroinformatics Advances in modeling hydrological systems Different data analysis methods and models for forecasting water resources New areas of knowledge discovery and optimization based on using machine learning techniques Case studies from North America, South America, the Caribbean, Europe, and Asia

The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals.

Edited by: Gerald A. Corzo Perez (IHE Delft Institute for Water Education The Netherlands), Dimitri P. Solomatine (IHE Delft Institute for Water Education; Delft University of Technology, The Netherlands)
Imprint: American Geophysical Union
Country of Publication: United States
Weight: 844g
ISBN: 9781119639312
ISBN 10: 111963931X
Series: Special Publications
Pages: 480
Publication Date: 02 January 2024
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active

Gerald A. Corzo Perez, IHE Delft Institute for Water Education, The Netherlands Dimitri P. Solomatine, IHE Delft Institute for Water Education, and Delft University of Technology, The Netherlands, and Water Problems Institute of the Russian Academy of Sciences, Moscow, Russia

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Advanced Hydroinformatics

Machine Learning and Optimization for Water Resources

Gerald A. Corzo Perez (IHE Delft Institute for Water Education, The Netherlands), Dimitri P. Solomatine (IHE Delft Institute for Water Education; Delft University of Technology, The Netherlands)

$348.95

Hardback

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