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Incorporating Spatial Dependence and Atmospheric Data in a Model of Precipitation
Publisher: American Meteorological Society
Abstract: Nonhomogeneous hidden Markov models (NHMM) provide a method of relating synoptic atmospheric measurements to precipitation occurrence at a network of rain gauge stations. In previous work it was assumed that, conditional ...
Stochastic Characterization of Regional Circulation Patterns for Climate Model Diagnosis and Estimation of Local Precipitation
Publisher: American Meteorological Society
Abstract: Two statistical approaches for linking large-scale atmospheric circulation patterns and daily local rainfall are applied to GCM (general circulation model) climate simulations. The ultimate objective is to simulate local ...
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