Land Cover change detection by using Remote Sensing - A Case Study of Zlatibor (Serbia)

被引:17
作者
Jovanovic, Dusan [1 ]
Govedarica, Miro [1 ]
Sabo, Filip [1 ]
Bugarinovic, Zeljko [1 ]
Novovic, Olivera [1 ]
Beker, Teo [1 ]
Lauter, Milos [1 ]
机构
[1] Univ Novi Sad, Fac Tech Sci, Trg Dositeja Obradovica 6, Novi Sad 21000, Serbia
来源
GEOGRAPHICA PANNONICA | 2015年 / 19卷 / 04期
关键词
remote sensing; change detection; Landsat; supervised classification; OBIA;
D O I
10.5937/GeoPan1504162J
中图分类号
P9 [自然地理学]; K9 [地理];
学科分类号
0705 ; 070501 ;
摘要
Change detection is a process of detecting differences with the objects or phenomena which are observed in the different time intervals. In this study different methods of analyzing satellite images are presented, with the aim to identify changes in land cover in a certain period of time (1985 - 2013). The area observed in this study is the region of mountain Zlatibor (Serbia) with its surroundings. The methods represented in this study are vegetation indices differencing, Supervised classification and Object based classification. These methods gave different results in term of land cover area, and it is generally concluded that supervised classification gave the most accurate results with the images of medium spatial resolution. The results of this study can be used for urban and environmental planning. All information lead to conclusion that the surface under the forests is reduced for about 4% (or about 1000 ha) while the built up area has doubled (grown about 600 ha) during the examined period. The results also highlights the importance of change detection techniques in land cover for the areas that are developing rapidly, such as Zlatibor study area.
引用
收藏
页码:162 / 173
页数:12
相关论文
共 26 条
[1]  
Akpu B., 2014, J GEOGRAPHY EARTH SC, V2, P113
[2]  
Al-Hassideh Bill R., 2008, LAND COVER CHANGES R
[3]  
Anderson J.R., 1976, 964 GEOL SURV
[4]   ESTIMATING ABSORBED PHOTOSYNTHETIC RADIATION AND LEAF-AREA INDEX FROM SPECTRAL REFLECTANCE IN WHEAT [J].
ASRAR, G ;
FUCHS, M ;
KANEMASU, ET ;
HATFIELD, JL .
AGRONOMY JOURNAL, 1984, 76 (02) :300-306
[5]  
Baret F., 1986, THESIS U PARIS SUDOR
[6]  
Bariou R., 1985, REPONSESPECTRALE VEG
[7]  
Bariou R., 1985, INDICES VEGETATION T
[8]  
Campbell, 1987, INTRO REMOTE SENSING
[9]  
Canada Centre for Remote Sensing, 2015, FUND REM SENS
[10]   Agricultural land-use change in Brazilian Amazonia between 1980 and 1995: Evidence from integrated satellite and census data [J].
Cardille, JA ;
Foley, JA .
REMOTE SENSING OF ENVIRONMENT, 2003, 87 (04) :551-562