Changes between Version 10 and Version 11 of FirstSteps
- Timestamp:
- Jul 4, 2019, 3:23:54 PM (5 years ago)
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FirstSteps
v10 v11 247 247 The implementation of [wiki:Lorenz_96_model PDAF with the Lorenz-96 model] is a fully-featured example of PDAF coupled to this small model. Next to the Lorenz-96 model and assimilation user routines, the example provides tools for generating synthetic observation, a covariance matrix for ensemble generation and plotting scripts. We used this implementation for different publication where we studied the behavior of different assimilation methods. 248 248 249 === Applying data assimilation with PDAF to the Lorenz-63 model === 250 251 The implementation of [wiki:Lorenz_63_model PDAF with the Lorenz-63 model] is a fully-featured example of PDAF coupled to this small model. Next to the Lorenz-63 model and assimilation user routines, the example provides tools for generating synthetic observation, a covariance matrix for ensemble generation and plotting scripts. The modul only has 3 state variables, so it's too small for localization, but it's a good example for applying the particle filter. 252 249 253 === Implementing PDAF with your model === 250 254