Real-time flood simulations using CA model driven by dynamic observation data

	Real-time flood simulations using CA model driven by dynamic observation data
	Li, Yi 1; Gong, Jianhua 1; Liu, Heng 1; Zhu, Jun 1; Song, Yiquan 1; Liang, Jianming 1
刊名	INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
	2015
卷号	29 期号:4 页码:1437-1455
关键词	virtual geographic experiment cellular automata dynamic data-driven flood simulation
通讯作者	Gong, JH (reprint author), Chinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing, Peoples R China.
英文摘要	It is difficult to obtain accurate simulation results without observation data. So using real-time dynamic observation data in the simulation process has become an academic frontier of international research. This paper is a probing research on the data-driven adaptive modeling and automatic refactoring methods of flood routing simulation. A cellular automata (CA) data-driven flooding model was developed using the Hunhe River in Shenyang City as a case study. The proposed model can increase the accuracy of simulations by calculating differences in the water stages using high temporal resolution observational data. Meanwhile, corresponding parameter analysis was carried out based on the proposed CA model and the best lagging time between simulation and observation was discussed.
研究领域[WOS]	Computer Science, Information Systems ; Geography ; Geography, Physical ; Information Science & Library Science
收录类别	SCI
语种	英语
WOS记录号	WOS:000355190200001
内容类型	期刊论文
源URL	[http://ir.ceode.ac.cn/handle/183411/38227]
专题	遥感与数字地球研究所_SCI/EI期刊论文_期刊论文
作者单位	1.[Li, Yi 2.Gong, Jianhua 3.Liang, Jianming] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing, Peoples R China 4.[Li, Yi 5.Gong, Jianhua 6.Liang, Jianming] Zhejiang CAS Applicat Ctr Geoinformat, Jiaxing, Zhejiang, Peoples R China 7.[Liu, Heng] Res Inst Water Resources & Hydropower, Shenyang, Liaoning, Peoples R China 8.[Zhu, Jun] Southwest Jiaotong Univ, Chengdu, Sichuan, Peoples R China 9.[Song, Yiquan] Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin, Peoples R China
推荐引用方式 GB/T 7714	Li, Yi,Gong, Jianhua,Liu, Heng,et al. Real-time flood simulations using CA model driven by dynamic observation data[J]. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE,2015,29(4):1437-1455.
APA	Li, Yi,Gong, Jianhua,Liu, Heng,Zhu, Jun,Song, Yiquan,&Liang, Jianming.(2015).Real-time flood simulations using CA model driven by dynamic observation data.INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE,29(4),1437-1455.
MLA	Li, Yi,et al."Real-time flood simulations using CA model driven by dynamic observation data".INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE 29.4(2015):1437-1455.