Journal of Arid Meteorology ›› 2015, Vol. 33 ›› Issue (1): 19-27.DOI: 10.11755/j.issn.1006-7639(2015)-01-0019

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Review of Research on Data Mining in Application of Meteorological Forecasting

PENG Yuzhong1, 2WANG Qian2YUAN Changan1LIN Kaiping3   

  • Online:2015-02-28 Published:2015-02-28


彭昱忠1, 2王 谦2, 元昌安1林开平3   

  1. 1.广西师范学院,科学计算与智能信息处理广西高校重点实验室,广西南宁530001;
  • 通讯作者: 元昌安(1964-),男,教授,主要研究方向为数据库与知识工程智能计算
  • 作者简介:彭昱忠(1980-),男,硕士,副教授,主要研究方向为气象数据挖掘智能信息处理
  • 基金资助:



Meteorological prediction is one of the most important and challenging task in the modern world.In general,climate is highly non -linear and complicated phenomena,which require advanced method and computer modeling for their accurate prediction. This paper provides a survey of available literature of some methodologies employed by different researchers for the weather forecast based on the methods of data mining at home and abroad. It briefly introduced the concepts and traits of some data mining methods in atmospheric science,separately discussed the basic principles of these data mining methods used in weather forecasting,including the advantages and disadvantages. Finally,the author points out some existing difficulties of data mining methods used in weather forecasting ,and puts forward key points of future research and current trends of the research.

Key words: data mining, weather forecast, meteorological data mining, weather modeling, computing intelligence




关键词: 数据挖掘, 气象预报, 气象数据挖掘, 气象建模, 计算智能

CLC Number: