An assessment of particle filtering methods and nudging for climate state reconstructions
Using the climate model of intermediate complexity LOVECLIM in an idealised framework, we assess three data-assimilation methods for reconstructing the climate state. The methods are a nudging, a particle filter with sequential importance resampling, and a nudging proposal particle filter and the te...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Copernicus Publications
2013-05-01
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| Series: | Climate of the Past |
| Online Access: | http://www.clim-past.net/9/1141/2013/cp-9-1141-2013.pdf |