Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1016/j.mcm.2010.11.017 |
Using Markov chains to analyze changes in wetland trends in arid Yinchuan Plain, China | |
Zhang, Rongqun1,2; Tang, Chengjie3; Ma, Suhua3; Yuan, Hui1,2; Gao, Lingling1,2; Fan, Wenyu1,2 | |
通讯作者 | Zhang, Rongqun |
来源期刊 | MATHEMATICAL AND COMPUTER MODELLING
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ISSN | 0895-7177 |
出版年 | 2011 |
卷号 | 54期号:3-4页码:924-930 |
英文摘要 | Three wetland distribution maps were drawn using Two Land-sat 5 Thematic Mapper (TM) images from 1991 and 1999, and a China-Brazil Earth Resources Satellite (CBERS)-02B image from 2006. A transition probability matrix was constructed using two wetland distribution maps, one from 1991 and one 1999 and GIS (Geographic Information System). The trends in changes in wetland types and the distribution area were predicted using a Markov model. The prediction model was then tested for relative accuracy and the feasibility of a x(2) test. The prediction model’s relative accuracy was 98.5%. The x(2) test results showed that both the simulated results and the actual wetland distribution area were in good agreement. Therefore, it is feasible to use the wetlands area transfer matrix to establish a transition probability matrix based on the Markov model and to predict the distribution pattern of the wetland in Yinchuan Plain. The results of this study may be helpful for local governments to develop wetland management policies. (C) 2010 Elsevier Ltd. All rights reserved. |
英文关键词 | Wetland Changes trend Markov chains Transition probability matrix Remote sensing Yinchuan Plain |
类型 | Article |
语种 | 英语 |
国家 | Peoples R China |
收录类别 | SCI-E |
WOS记录号 | WOS:000290786700011 |
WOS关键词 | LANDSCAPE PATTERN |
WOS类目 | Computer Science, Interdisciplinary Applications ; Computer Science, Software Engineering ; Mathematics, Applied |
WOS研究方向 | Computer Science ; Mathematics |
来源机构 | 中国农业大学 |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/169626 |
作者单位 | 1.China Agr Univ, Coll Informat & Elect Engn, Inst Agr Remote Sensing, Beijing 100083, Peoples R China; 2.China Agr Univ, Coll Informat & Elect Engn, GIS, Beijing 100083, Peoples R China; 3.China Land Surveying & Planning Inst, Beijing 100035, Peoples R China |
推荐引用方式 GB/T 7714 | Zhang, Rongqun,Tang, Chengjie,Ma, Suhua,et al. Using Markov chains to analyze changes in wetland trends in arid Yinchuan Plain, China[J]. 中国农业大学,2011,54(3-4):924-930. |
APA | Zhang, Rongqun,Tang, Chengjie,Ma, Suhua,Yuan, Hui,Gao, Lingling,&Fan, Wenyu.(2011).Using Markov chains to analyze changes in wetland trends in arid Yinchuan Plain, China.MATHEMATICAL AND COMPUTER MODELLING,54(3-4),924-930. |
MLA | Zhang, Rongqun,et al."Using Markov chains to analyze changes in wetland trends in arid Yinchuan Plain, China".MATHEMATICAL AND COMPUTER MODELLING 54.3-4(2011):924-930. |
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