Title of article :
Analysis of urban landscape pattern change in Yanzhou city based on TM/ETM+ images
Author/Authors :
Chen، نويسنده , , Long-qian and Wang، نويسنده , , Li and Yuan، نويسنده , , Lin-shan، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2009
Abstract :
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.
Keywords :
Mining area , Yanzhou , landsat TM/ETM+ data , Classification , Landscape pattern
Journal title :
Procedia Earth and Planetary Science
Journal title :
Procedia Earth and Planetary Science