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The importance of parameter resampling for soil moisture data assimilation into hydrologic models using the particle filter

The Sequential Importance Sampling with Resampling (SISR) particle filter and the SISR with parameter resampling particle filter (SISR-PR) are evaluated for their performance in soil moisture assimilation and the consequent effect on baseflow generation. With respect to the resulting soil moisture t...

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Principais autores: D. A. Plaza, R. De Keyser, G. J. M. De Lannoy, L. Giustarini, P. Matgen, V. R. N. Pauwels
格式: Artigo
语言:Inglês
出版: Copernicus Publications 2012-02-01
丛编:Hydrology and Earth System Sciences
在线阅读:http://www.hydrol-earth-syst-sci.net/16/375/2012/hess-16-375-2012.pdf
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