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SYSTEM OF SEARCHING SIMILAR WEATHER MAP BY PRINCIPLE COMPONENT ANALYSIS AND THE METHOD THEREOF

机译:原理成分分析搜索相似天气图的系统及其方法

摘要

PURPOSE: A similar weather map searching system based on a PCA(Principle Component Analysis) and a method thereof are provided to enable common people to easily predict weather conditions according to a searched weather map. CONSTITUTION: A past weather map database(210) stores weather-related elements about a specific area on a map among past weather map data as digital data. A basis weather map generating unit(220) generates a basis weather map matrix by calculating an eigenvector from the data according to the weather-related elements based on a PCA. A decomposition matrix calculating unit(240) calculates a decomposition matrix for calculating an encoding matrix calculation of a search target weather map from the basis weather map.
机译:目的:提供一种基于PCA(原理成分分析)的类似天气图搜索系统及其方法,以使普通百姓能够根据搜索到的天气图轻松预测天气状况。构成:过去天气地图数据库(210)将过去天气地图数据中的关于地图上特定区域的天气相关元素存储为数字数据。基本天气图生成单元(220)通过基于PCA根据与天气有关的元素从数据中计算特征向量来生成基本天气图矩阵。分解矩阵计算单元(240)计算分解矩阵,用于从基本天气图计算搜索目标天气图的编码矩阵计算。

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