Arid
DOI10.1117/12.2030406
Dynamic monitoring and driving power analysis of LUCC based on remote sensing in Beijing in recent thirty years
Gu, Xiaohe; Guo, Wei; Dong, Yansheng; Wang, Yanchang
通讯作者Gu, Xiaohe
会议名称8th Symposium on Multispectral Image Processing and Pattern Recognition (MIPPR) - Remote Sensing Image Processing, Geographic Information Systems, and Other Applications
会议日期OCT 26-27, 2013
会议地点Wuhan, PEOPLES R CHINA
英文摘要

Along with the rapid development of urbanization since 1980s, immense changes of the land use/cover have been caused a series of problems of ecological environment, such as farmland decreasing, natural vegetation damage, construction land expansion, land desertification and salinization, and so on. The research on the changes and driving forces of spatial pattern of land use/cover by remote sensing is conducive to master the influences on ecosystem from natural factors and human factors and accelerate sustainable development of ecological environment. The LandSat MSS/TM/ETM+ images were used in the paper. Taken support vector machine (SVM) as classifier, the supervised classification was carried out to extract the spatial distribution of each land cover types in 1978, 1992, 2000 and 2010. By calculating the transition matrix among four result images, the changes of spatial patterns of land cover in Beijing in recent thirty years was analyzed from numeral and spatial dynamics. Result showed that the land use/cover in Beijing region had changed a great deal from 1978 to 2010. The farmland area and unused land area were decreasing with a range more than 40% in recent 32 years, while the urban area and forest area were increasing with a range more than 35%. Most of the farmland was transformed into urban land and forest, while the grassland was transformed into farmland. The input urban area was mainly originated from farmland, while the output was grassland. It indicated that the urbanization and afforestation were the two primary drivers of land use/cover change in Beijing region in recent thirty years.


英文关键词land use/cover change support vector machine transition matrix driving power
来源出版物MIPPR 2013: REMOTE SENSING IMAGE PROCESSING, GEOGRAPHIC INFORMATION SYSTEMS, AND OTHER APPLICATIONS
ISSN0277-786X
出版年2013
卷号8921
EISBN978-0-8194-9806-9
出版者SPIE-INT SOC OPTICAL ENGINEERING
类型Proceedings Paper
语种英语
国家Peoples R China
收录类别CPCI-S
WOS记录号WOS:000327588700017
WOS关键词GENETIC ALGORITHM ; LAND-USE
WOS类目Geosciences, Multidisciplinary ; Remote Sensing ; Optics
WOS研究方向Geology ; Remote Sensing ; Optics
资源类型会议论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/301903
作者单位Beijing Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China
推荐引用方式
GB/T 7714
Gu, Xiaohe,Guo, Wei,Dong, Yansheng,et al. Dynamic monitoring and driving power analysis of LUCC based on remote sensing in Beijing in recent thirty years[C]:SPIE-INT SOC OPTICAL ENGINEERING,2013.
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