A methodology for data gap filling in wave records using Artificial Neural Networks

• Published in: Applied ocean research Vol. 98; p. 102109
• Main Authors: Vieira, Filipe, Cavalcante, Georgenes, Campos, Edmo, Taveira-Pinto, Francisco
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.05.2020
• Subjects: Artificial neural network; Measurement gap; Model validation; SWAN; Time series reconstruction; Measurement gap; Artificial neural network; SWAN; Model validation; Time series reconstruction

•Alternative method for data gap filling in wave records using Artificial Neural Networks (ANN)•Two-one week gaps in a long term ADCP deployment were filled using wave modelling and ANN•Comparison between wave modelling results and ANN show similar performance•ANN is simpler, faster and does not req...