Bias aware Kalman filters: Comparison and improvements

By Jean-philippe Drecourt, Henrik Madsen, D. Rosbjerg. 2006

87 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

Estimating near future regional corn yields by integrating multi-source observations into a crop growth model (2013, background): “Thus, future complex agro-ecological coupled models will require some improvements in the sampling algorithm to reduce sampling errors introduced by random perturbation and to improve data assimilation results (Drecourt et al., 2006).”
Uncertainty in hydrologic modeling: Toward an integrated data assimilation framework (2007, methodology): “[89] Another way of conducting joint state-parameter estimation is to extend the current state vector with the model parameters, a technique known as ‘‘state augmentation’’ [e.g., Gelb, 1974; Drécourt et al., 2005].”