Non-zero mean Gaussian process prior wind field models
Data(s) |
1998
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Resumo |
This report outlines the derivation and application of a non-zero mean, polynomial-exponential covariance function based Gaussian process which forms the prior wind field model used in 'autonomous' disambiguation. It is principally used since the non-zero mean permits the computation of realistic local wind vector prior probabilities which are required when applying the scaled-likelihood trick, as the marginals of the full wind field prior. As the full prior is multi-variate normal, these marginals are very simple to compute. |
Formato |
application/pdf |
Identificador |
http://eprints.aston.ac.uk/1241/1/NCRG_98_020.pdf Cornford, Dan (1998). Non-zero mean Gaussian process prior wind field models. Technical Report. Aston University, Birmingham. |
Publicador |
Aston University |
Relação |
http://eprints.aston.ac.uk/1241/ |
Tipo |
Monograph NonPeerReviewed |