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Hydrological Data Driven Modelling - Jimson Mathew
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Jimson Mathew:

Hydrological Data Driven Modelling - encadernada, livro de bolso

2014, ISBN: 3319092340

[EAN: 9783319092348], Neubuch, [PU: Springer International Publishing Nov 2014], GEOLOGIE / HYDROGEOLOGIE; HYDROGEOLOGIE - HYDROLOGIE; BAU TIEFBAU; APPLIEDHYDROLOGY; ARTIFICIALINTELLIGENC… mais…

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Hydrological Data Driven Modelling | A Case Study Approach | Jimson Mathew (u. a.) | Buch | Earth Systems Data and Models | HC runder Rücken kaschiert | XV | Englisch | 2014 | EAN 9783319092348 - Mathew, Jimson
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Mathew, Jimson:

Hydrological Data Driven Modelling | A Case Study Approach | Jimson Mathew (u. a.) | Buch | Earth Systems Data and Models | HC runder Rücken kaschiert | XV | Englisch | 2014 | EAN 9783319092348 - encadernada, livro de bolso

2014, ISBN: 9783319092348

[ED: Gebunden], [PU: Springer International Publishing], This book explores a new realm in data-based modeling with applications to hydrology. Pursuing a case study approach, it presents … mais…

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Hydrological Data Driven Modelling - Remesan, Renji;Mathew, Jimson
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Remesan, Renji;Mathew, Jimson:
Hydrological Data Driven Modelling - encadernada, livro de bolso

2015

ISBN: 9783319092348

[ED: Hardcover], [PU: Springer / Springer International Publishing / Springer, Berlin], This book explores a new realm in data-based modeling with applications to hydrology. Pursuing a ca… mais…

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Hydrological Data Driven Modelling - Jimson Mathew
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Jimson Mathew:
Hydrological Data Driven Modelling - nuovo livro

2017, ISBN: 9783319092348

[ED: Buch], [PU: Springer International Publishing], Neuware - This book explores a new realm in data-based modeling with applications to hydrology. Pursuing a case study approach, it pre… mais…

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Hydrological Data Driven Modelling - Renji Remesan, Jimson Mathew
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Renji Remesan, Jimson Mathew:
Hydrological Data Driven Modelling - nuovo livro

2015, ISBN: 3319092340

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… mais…

Nr. 59344666. Custos de envio:, 2-5 Werktage, DE. (EUR 0.00)

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EAN (ISBN-13): 9783319092348
ISBN (ISBN-10): 3319092340
Livro de capa dura
Ano de publicação: 2014
Editor/Editora: Springer International Publishing

Livro na base de dados desde 2014-10-10T02:00:28-03:00 (Sao Paulo)
Página de detalhes modificada pela última vez em 2023-12-07T13:06:19-03:00 (Sao Paulo)
Número ISBN/EAN: 9783319092348

Número ISBN - Ortografia alternativa:
3-319-09234-0, 978-3-319-09234-8
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: jim, mathew
Título do livro: driven, modelling the, case study


Dados da editora

Autor: Renji Remesan; Jimson Mathew
Título: Earth Systems Data and Models; Hydrological Data Driven Modelling - A Case Study Approach
Editora: Springer; Springer International Publishing
250 Páginas
Ano de publicação: 2014-11-17
Cham; CH
Impresso / Feito em
Língua: Inglês
128,39 € (DE)
131,99 € (AT)
142,00 CHF (CH)
POD
XV, 250 p. 172 illus., 59 illus. in color.

BB; Hardcover, Softcover / Geowissenschaften/Geologie; Geologie und die Lithosphäre; Verstehen; Applied hydrology; Artificial intelligence in hydrology; Evapotranspiration modelling; Hydrologic modelling; Rainfall-Runoff modelling; Solar radiation; Support vector; Time series modelling; hydrogeology; Geology; Water; Geoengineering; Hydrologie und die Hydrosphäre; Konstruktiver Ingenieurbau, Baustatik; EA; BC

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.

Introduction.- Hydroinformatics and Data based Modelling Issues in Hydrology.- Hydroinformatics and Data based Modelling Issues in Hydrology.- Model Data Selection and Data Pre-processing Approaches.- Machine Learning and Artificial Intelligence Based Approaches.- Data based Solar Radiation Modelling.- Data based Rainfall-Runoff Modelling.- Data based Evapotranspiration Modelling.- Application of Statistical Blockade in Hydrology.

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.


Covers many aspects of data based modelling issues with application to Hydrology Brings readers up to date with clear case studies Enables engineers to appropriately identify modelling approaches and issues Includes supplementary material: sn.pub/extras

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