Summer50 gb
Summer50 gb

Portada del libro de Hydrological Predictions
Título del libro:

Hydrological Predictions

Using Data-Driven Models Coupled with Data Preprocessing Techniques

LAP LAMBERT Academic Publishing (2011-05-31 )

Books loader

Omni badge apto para el cupón
ISBN-13:

978-3-8433-6446-1

ISBN-10:
384336446X
EAN:
9783843364461
Idioma del libro:
Inglés
Notas y citas / Texto breve:
This book makes an endeavor to improve the accuracy of hydrological forecasting in three aspects, model inputs, selection of models, and data-preprocessing techniques. Seven input techniques, namely, linear correlation analysis (LCA), false nearest neighbors, correlation integral, stepwise linear regression, average mutual information, partial mutual information, artificial neural network (ANN) based on multi-objective genetic algorithm, are first examined to select optimal model inputs in each prediction scenario. Representative models, such as K-nearest-neighbors (K-NN) model, dynamic system based model (DSBM), ANN, modular ANN (MANN), and hybrid artificial neural network-support vector regression (ANN-SVR), are then proposed to conduct rainfall and streamflow forecasts. Four data-preprocessing methods including moving average (MA), principal component analysis (PCA), singular spectrum analysis (SSA), and wavelet analysis (WA), are further investigated by integration with the abovementioned forecasting models.
Editorial:
LAP LAMBERT Academic Publishing
Sitio web:
https://www.lap-publishing.com/
Por (autor):
Kwok-wing Chau, Cong-lin Wu
Número de páginas:
248
Publicado en:
2011-05-31
Stock:
Disponible
Categoría:
Construcción y tecnología ambiental
Precio:
79.00 €
Palabras clave:
Hydrological Predictions, data-driven models, Data Preprocessing Techniques, Artificial Intelligence Techniques, Soft Computing, rainfall, Streamflow, Rainfall-Runoff, Hydrological Model, Hydrological Forecasting

Books loader

Newsletter

Adyen::amex Adyen::mc Adyen::visa Adyen::cup Adyen::unionpay PayPal Transferencia Bancaria

  0 productos en el carrito
Editar carrito
Loading frontend
LOADING