Advanced Hydroinformatics : Machine Learning and Optimization for Water Resources Hardback
Edited by Gerald A. (IHE Delft Institute for Water Education, The Netherlands) Corzo Perez, Dimitri P. (IHE Delft Institute for Water Education; Delft University of Technology, The Solomatine
Part of the Special Publications series
Hardback
Description
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 hydroinformaticsAdvances in modeling hydrological systemsDifferent data analysis methods and models for forecasting water resourcesNew areas of knowledge discovery and optimization based on using machine learning techniquesCase 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.
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:480 pages
- Publisher:John Wiley & Sons Inc
- Publication Date:02/01/2024
- Category:
- ISBN:9781119639312
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:480 pages
- Publisher:John Wiley & Sons Inc
- Publication Date:02/01/2024
- Category:
- ISBN:9781119639312
