Advances in Data-Based Approaches for Hydrologic Modeling and Forecasting
Sivaumar, Bellie and Berndtsson, Ronny LU
(2010)
- Abstract
This book comprehensively accounts the advances in data-based approaches for hydrologic modeling and forecasting. Eight major and most popular approaches are selected, with a chapter for each stochastic methods, parameter estimation techniques, scaling and fractal methods, remote sensing, artificial neural networks, evolutionary computing, wavelets, and nonlinear dynamics and chaos methods.These approaches are chosen to address a wide range of hydrologic system characteristics, processes, and the associated problems. Each of these eight approaches includes a comprehensive review of the fundamental concepts, their applications in hydrology, and a discussion on potential future directions.
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/1757087
- editor
- Sivaumar, Bellie
and Berndtsson, Ronny
LU
- organization
- publishing date
- 2010
- type
- Book/Report
- publication status
- published
- subject
- pages
- 519 pages
- publisher
- World Scientific Publishing
- external identifiers
-
- scopus:84969670543
- ISBN
- 9789814307987
- 978-9814307970
- DOI
- 10.1142/7783
- language
- English
- LU publication?
- yes
- id
- 6448613f-b5bf-4c98-b65c-190e09281fc4 (old id 1757087)
- date added to LUP
- 2016-04-04 10:50:39
- date last changed
- 2024-01-12 21:56:42
@book{6448613f-b5bf-4c98-b65c-190e09281fc4,
abstract = {{<p>This book comprehensively accounts the advances in data-based approaches for hydrologic modeling and forecasting. Eight major and most popular approaches are selected, with a chapter for each stochastic methods, parameter estimation techniques, scaling and fractal methods, remote sensing, artificial neural networks, evolutionary computing, wavelets, and nonlinear dynamics and chaos methods.These approaches are chosen to address a wide range of hydrologic system characteristics, processes, and the associated problems. Each of these eight approaches includes a comprehensive review of the fundamental concepts, their applications in hydrology, and a discussion on potential future directions.</p>}},
editor = {{Sivaumar, Bellie and Berndtsson, Ronny}},
isbn = {{9789814307987}},
language = {{eng}},
note = {{Book Editor}},
publisher = {{World Scientific Publishing}},
title = {{Advances in Data-Based Approaches for Hydrologic Modeling and Forecasting}},
url = {{http://dx.doi.org/10.1142/7783}},
doi = {{10.1142/7783}},
year = {{2010}},
}