Advanced Hydroinformatics Advanced Hydroinformatics Machine Learning and Optimization for Water Resources 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.

This collection of papers represents the outcomes of the International Symposium held in Delft, The Netherlands, on June 13-15, 2007, at the occasion of the 50th anniversary of the UNESCO-IHE Institute for Water Education. The papers discuss how to contribute to the sustainability of effective international development and water management with a digest of lessons learned on local knowledge and capacity development. Authors expose recent research, strategies and policy positions. Water for a Changing World starts with an introduction and overview of the water resources and the water supply and sanitation sectors in developing countries and worldwide. Topics of these reviews are water security, environmental integrity, the newest earth system science technologies, integrated urban water management, and the global-local nexus of water governance. The second part presents positions on catalyzing and disseminating knowledge and capacity development in response to the current challenges and opportunities. It consists of a variety of papers on theory and analysis of capacity development, methods and case studies, and policy positions. The authors represent a diverse and representative group of prominent actors, practitioners and academics within the water, sanitation and development sectors.

Written and edited by leading worldwide authorities in the field, and comprising nearly 200 substantial articles, the Encyclopedia provides detailed, informed coverage of the subject.

The nascent science of Hydroinformatics comprises the application of information technology to the understanding and control of the waters of the world, the very arteries and viens of the biosphere. This book explains how information technology is already being used to realise a new solicitude towards nature and it provides a philosophical framework for these new ideas. It signposts further developments in this directions, and is illustrated by carefully chosen examples taken from current hydraulic engineering projects.