Analysis of urban landscape pattern change in Yanzhou city based on TM/ETM plus images

被引:8
作者
Chen Long-qian [1 ]
Wang Li [1 ]
Yuan Lin-shan [1 ]
机构
[1] Jiangsu Key Lab Resources & Environm Informat Eng, Xuzhou 221116, Peoples R China
来源
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON MINING SCIENCE & TECHNOLOGY (ICMST2009) | 2009年 / 1卷 / 01期
关键词
mining area; Yanzhou; landsat TM/ETM plus data; classification; landscape pattern;
D O I
10.1016/j.proeps.2009.09.183
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
To provide a scientific basis for ecological construction of urban landscape, we take Yanzhou for an example to analyze the urban landscape pattern change. The images of the multi-temporal Landsat TM/ETM+ data in 1998 and 2002 are used to select the best band combinations to interpret images based on the correlation coefficient of bands and Optimum Index Factor (OIF). Then we classify the images using Maximum Likelihood Classifier (MLC) and Support Vector Machines (SVM) classifier. The results of SVM are used for analyzing the urban landscape pattern change in Yanzhou city to obtain its characteristics because it has higher classification precision. The experiment shows a rich diversity, a low dominance of landscape and the common development of landscapes. In the development process of urban and mining area in Yanzhou city, the balanceable development of protecting the objects style is paid more attention to and the ecological environment type keeps in good condition on the whole.
引用
收藏
页码:1191 / 1197
页数:7
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