Advances in streamflow forecasting : from traditional to modern approaches /: from traditional to modern approaches. (2021)

• Record Type: Book
• Further Information: Note: Edited by Priyanka Sharma, Deepesh Machiwal.
• Editors: Sharma, Priyanka; Machiwal, Deepesh
• Contents: 1. Streamflow Forecasting: Overview and Advances in Data-Driven Techniques; 2. Streamflow Forecasting at Large Time Scales Using Statistical Models; 3. Introduction of Multiple/Multivariate Linear and Nonlinear Time Series Models in Forecasting Streamflow Process; 4. Concepts and Procedures of Artificial Neural Network Models for Streamflow Forecasting; 5. Application of Different Artificial Neural Network Models in Streamflow Forecasting; 6. Application of Artificial Neural Network Model and Adaptive Neuro-Fuzzy Inference System in Streamflow Forecasting; 7. Genetic Programming for Streamflow Forecasting: A Concise Review of Univariate Models with a Case Study; 8. Model Tree Technique for Streamflow Forecasting: A Case Study of a Sub-catchment in Tapi River Basin, India; 9. Averaging Multi-climate Model Prediction of Streamflow in the Machine Learning Paradigm; 10. Short-term Flood Forecasting using Artificial Neural Network, Extreme Learning Machines and M5 Tree Models; 11. A New Heuristic Method for Monthly Streamflow Forecasting: Outlier-Robust Extreme Learning Machine; 12. Hybrid Artificial Intelligence Models for Predicting Daily Runoff; 13. Flood Forecasting and Error Simulation Using Copula and Entropy Methods
• Publisher Details: Amsterdam : Elsevier
• Publication Date: 2021
• Extent: 1 online resource, illustrations (black and white, and colour)
• Subjects: 551.483; Streamflow -- Forecasting
• Languages: English
• ISBNs: 9780128209240
• Related ISBNs: 9780128206737
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.