Statistical Prediction Functions For Natural Chaotic Systems And Computer Models Thereof

摘要

A method and apparatus for precipitation prediction is provided. In exemplary embodiments, the method may comprise, at a server having one or more processors and memory storing one or more programs for execution by the one or more processors: decomposing climate model attractors; receiving ground data in a region from a client as well as global data; reweighting and reordering the relative importance of the climate model attractors based on a rank and incorporating the ground data; reassembling a selected group of data including the ground data, thereby adding information to the climate model; and generating a prediction of regional weather based on the reassembled selected group of data.

主权项

1. A method for predicting regional precipitation, the method comprising:
at a server having one or more processors and memory storing one or more programs for execution by the one or more processors: decomposing climate model attractors receiving data in a region from a client; reweighting and reordering the relative importance of the climate model attractors components based on a fit to the data; reassembling a selected group of components, thereby adding information to that provided by the climate model attractorsand generating a prediction of regional precipitation based on the reassembled selected group of components.