Infilling annual rainfall data using feedforward back-propagation Artificial Neural Networks (ANN): application of the standard and generalised back-propagation techniques
Water resource planning and management require long time series of hydrological data (e.g. rainfall, river flow). However, sometimes hydrological time series have missing values or are incomplete. This paper describes feedforward artificial neural network (ANN) techniques used to infill rainfall dat...
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| Format: | Article |
| Language: | English |
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South African Institution of Civil Engineering
2010-04-01
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| Series: | Journal of the South African Institution of Civil Engineers |
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| Online Access: | http://www.scielo.org.za/scielo.php?script=sci_arttext&pid=S1021-20192010000100001 |