IEEE - Institute of Electrical and Electronics Engineers, Inc. - Comparison between inverse modelling and data assimilation to estimate rainfall from runoff using the multilayer perceptron

2015 International Joint Conference on Neural Networks (IJCNN)

Author(s): Anne Johannet ; Virgile Taver ; Marc Vinches ; Valerie Borrell Estupina ; Severin Pistre ; Dominique Bertin
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2015
Conference Location: Killarney, Ireland
Conference Date: 12 July 2015
Page(s): 1 - 8
ISBN (Electronic): 978-1-4799-1960-4
ISBN (DVD): 978-1-4799-1959-8
ISSN (Electronic): 2161-4407
DOI: 10.1109/IJCNN.2015.7280427
Regular:

The ability of the multilayer perceptron to model the inverse relation of a fictitious watershed is investigated. Comparison is done between a new formulation of data assimilation and the standard... View More

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