Advanced Hydroinformatics: Machine Learning and Optimization for Water Resources - Couverture rigide

 
9781119639312: Advanced Hydroinformatics: Machine Learning and Optimization for Water Resources
Couverture rigide
ISBN 10 : 111963931X ISBN 13 : 9781119639312
Editeur : American Geophysical Union, 2024

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

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

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
American Geophysical Union
Date d'édition
2024
Langue
anglais
ISBN 10 
111963931X
ISBN 13 
9781119639312
Reliure
Relié
Nombre de pages
480
Éditeur
Corzo Perez Gerald A., Solomatine Dimitri P.
Coordonnées du fabricant
non disponible
Personne responsable
non disponible