Data assimilation in integrated hydrological modelling in the presence of observation bias

The use of bias-aware Kalman filters for estimating and correcting observation bias in groundwater head observations is evaluated using both synthetic and real observations. In the synthetic test, groundwater head observations with a constant bias and unbiased stream discharge observations are assim...

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Bibliographic Details
Main Authors: J. Rasmussen, H. Madsen, K. H. Jensen, J. C. Refsgaard
Format: Article
Language:English
Published: Copernicus Publications 2016-05-01
Series:Hydrology and Earth System Sciences
Online Access:http://www.hydrol-earth-syst-sci.net/20/2103/2016/hess-20-2103-2016.pdf