Real-time flood simulations using CA model driven by dynamic observation data
文献类型：期刊论文
| 作者 | Li, Yi1; Gong, Jianhua1; Liu, Heng1; Zhu, Jun1; Song, Yiquan1; Liang, Jianming1 |
| 刊名 | INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
 |
| 出版日期 | 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 |
| 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. |
入库方式： OAI收割
来源：遥感与数字地球研究所
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