CRC Press - Flood Forecasting Using Artificial Neural Networks

Improve flood prediction accuracy with this specialized technical study from CRC Press. This book focuses on the application of advanced warning models to anticipate flooding events and assess potential flood damage. By exploring the Artificial Neural Network (ANN) rainfall-runoff model, readers gain a deeper understanding of how machine learning can be applied to environmental forecasting. This work provides a detailed examination of the ANN rainfall-runoff model, covering its specific uses and practical applications in the field. It also addresses the suitability and inherent limitations of these models, offering a balanced perspective for researchers and professionals. Whether you are studying AI and machine learning or looking for better ways to predict environmental hazards, this text offers essential insights into modern forecasting methodologies.