Data mining for teleconnections in global climate datasets

CORC > 北京大学 > 信息科学技术学院

	Data mining for teleconnections in global climate datasets
	Xiaoping, Gao ; Kunqing, Xie ; Xingxing, Jin ; Xiaofeng, Lei
刊名	data science journal
	2007
DOI	10.2481/dsj.6.S611
英文摘要	Teleconnection is a linkage between two climate events that occur in widely separated regions of the globe on a monthly or longer timescale. In the past, statistical methods have been used to discover teleconnections. However, because of the overwhelming volume and high resolution of dataseis acquired by modern data acquisition systems, these methods are not sufficient. In this paper, we propose a novel approach to finding teleconnections in global climate datasets using data mining technologies. We present experiments on real datasets and find some interesting teleconnections, including well-known ones such as ENSO. The experiments indicate that our method is usable and efficient.; EI; 0; SUPPL.; S611-S619; 6
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/409776]
专题	信息科学技术学院
推荐引用方式 GB/T 7714	Xiaoping, Gao,Kunqing, Xie,Xingxing, Jin,et al. Data mining for teleconnections in global climate datasets[J]. data science journal,2007.
APA	Xiaoping, Gao,Kunqing, Xie,Xingxing, Jin,&Xiaofeng, Lei.(2007).Data mining for teleconnections in global climate datasets.data science journal.
MLA	Xiaoping, Gao,et al."Data mining for teleconnections in global climate datasets".data science journal (2007).