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SYSTEM AND METHOD FOR PHYSICALLY BASED FORECASTING OF CHANGMA PRECIPITATION

机译:基于物理预测的昌马降水系统和方法

摘要

The present invention relates to an objective method for constructing a prediction model, which uses a statistical method using the sea surface temperature physically influencing rainy season precipitation and seasonally predicts the rainy season precipitation. The prediction model includes: a region selection unit which selects a region having a correlation coefficient with a rainy season index; an associative factor database construction unit which defines associative factors using a region, related rainy season precipitation and selected by the region selection unit and constructs a database; a preceding factor determination unit which finds preceding factor combination with a high prediction rate by cross-checking the defined associative factors with a forward step-by-step regression method; a prediction model construction unit which constructs a multiple regression prediction model by using the preceding factors determined by the preceding factor determination unit; and a physical process analysis unit which analyzes a physical process wherein each preceding factor influencing rainy season precipitation.
机译:本发明涉及一种用于构建预测模型的客观方法,其使用统计方法,该统计方法使用物理地影响雨季降水的海面温度并且季节性地预测雨季降水。预测模型包括:区域选择单元,其选择具有与雨季指数的相关系数的区域;以及关联因子数据库构建单元,其使用区域,相关的雨季降水来定义关联因子,并由区域选择单元选择并构建数据库;先前因素确定单元,通过使用逐步逐步回归方法对所定义的关联因素进行交叉检查,来找到具有较高预测率的先前因素组合;预测模型构建单元,其通过使用由先前因素确定单元确定的先前因素来构建多元回归预测模型;物理过程分析单元,其分析其中影响雨季降水的每个先前因素的物理过程。

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