Modelling Frontal Discontinuities in Wind Fields
نویسندگان
چکیده
منابع مشابه
Adding Constrained Discontinuities to Gaussian Process Models of Wind Fields 3 Simulate Frontal Position , Orientation and Direction Simulate Frontal
Gaussian Processes provide good prior models for spatial data, but can be too smooth. In many physical situations there are discontinuities along bounding surfaces, for example fronts in near-surface wind elds. We describe a modelling method for such a constrained discontinuity and demonstrate how to infer the model parameters in wind elds with MCMC sampling.
متن کاملAdding Constrained Discontinuities to Gaussian Process Models of Wind Fields
Gaussian Processes provide good prior models for spatial data, but can be too smooth. In many physical situations there are discontinuities along bounding surfaces, for example fronts in near-surface wind fields. We describe a modelling method for such a constrained discontinuity and demonstrate how to infer the model parameters in wind fields with MCMC sampling.
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ژورنال
عنوان ژورنال: Journal of Nonparametric Statistics
سال: 2002
ISSN: 1048-5252,1029-0311
DOI: 10.1080/10485250211392