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Ergodicity analysis based on system clustering for temperature variation process of Beijing
基于系统聚类的北京气温变化过程遍历特征分析

Keywords: Beijing temperature,ergodicity,systematic clustering,stationary test,neural networks
遍历性
,系统聚类,平稳性检验,神经网络

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Abstract:

The ergodicity analysis of temperature variation is significant for medium and long-term weather forecast.The ergodicity of the month-highest temperature,month- lowest temperature,and month- average temperature in Beijing was discussed in this study.Firstly,each kind of temperature was clustered applying the systematic clustering method by taking a month as the individual.Based on this,autocorrelogram was used to eliminate the periodicity series and ADF(Advanced Dickey & Fuller) was employed to test the sta...

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