Książka Hydrological Data Driven Modelling Renji Remesan

Hydrological Data Driven Modelling

A Case Study Approach

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
435.18
This book explores a new realm in data-based modeling with applications to hydrology. Pursuing a cas...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2016
strony
250
EAN
9783319350288
ISBN
3319350285
Enbook ID
13659153
Waga
4102
Wymiary
155 x 235 x 16

Pełny opis

This book explores a new realm in data-based modeling with applications to hydrology. Pursuing a case study approach, it presents a rigorous evaluation of state-of-the-art input selection methods on the basis of detailed and comprehensive experimentation and comparative studies that employ emerging hybrid techniques for modeling and analysis. Advanced computing offers a range of new options for hydrologic modeling with the help of mathematical and data-based approaches like wavelets, neural networks, fuzzy logic, and support vector machines. Recently machine learning/artificial intelligence techniques have come to be used for time series modeling. However, though initial studies have shown this approach to be effective, there are still concerns about their accuracy and ability to make predictions on a selected input space.§

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