Arid
DOI10.1016/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
ISSN0895-7177
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.
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Zhang, Rongqun]的文章
[Tang, Chengjie]的文章
[Ma, Suhua]的文章
百度学术
百度学术中相似的文章
[Zhang, Rongqun]的文章
[Tang, Chengjie]的文章
[Ma, Suhua]的文章
必应学术
必应学术中相似的文章
[Zhang, Rongqun]的文章
[Tang, Chengjie]的文章
[Ma, Suhua]的文章
相关权益政策
暂无数据
收藏/分享

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。