Arid
DOI10.5721/EuJRS20154808
Remote Sensing based multi-temporal land cover classification and change detection in northwestern Ethiopia
Zewdie, Worku; Csaplovics, Elmar
通讯作者Zewdie, Worku
来源期刊EUROPEAN JOURNAL OF REMOTE SENSING
EISSN2279-7254
出版年2015
卷号48页码:121-139
英文摘要

Spatiotemporal change analysis of semiarid regions is vital for understanding major threats to the ecosystem. This study examines land use and land cover (LULC) changes using multitemporal satellite imagery for the period 1972-2010. Supervised classification algorithm using support vector machines (SVM) was employed to monitor LULC transformations. A cross-tabulation matrix was used to assess the total change of land categories based on net change and swap change. The major land use change in this dynamic region were conversion of about 52 % woodlands to intensive land uses such as cropland in the period 1972 -2010. The net change of woodland accounts for over 61 % and net-gain of cropland and grassland were about 53 % and 9 % respectively. Based on the socio-ecological field survey expansion of croplands, population pressure as well as overharvesting of trees, respectively, are major drivers of change. This significant change in land use is mainly due to accelerated human impact and subsequent agricultural land expansion. The result of this study provides a vital monitoring basis for continuous investigations of changes in the natural vegetation of semiarid environments.


英文关键词Semi-arid Landsat Imagery support vector machines (SVM) persistence net change swap change
类型Article
语种英语
国家Germany
收录类别SCI-E
WOS记录号WOS:000356826100003
WOS关键词SUPPORT VECTOR MACHINES ; CLIMATE-CHANGE ; IMAGE CLASSIFICATION ; DYNAMICS ; LANDSCAPE ; DESERTIFICATION ; FRANKINCENSE ; DEGRADATION ; VEGETATION ; TRENDS
WOS类目Remote Sensing
WOS研究方向Remote Sensing
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/187218
作者单位Tech Univ Dresden, Inst Photogrammetry & Remote Sensing, D-01069 Dresden, Germany
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Zewdie, Worku,Csaplovics, Elmar. Remote Sensing based multi-temporal land cover classification and change detection in northwestern Ethiopia[J],2015,48:121-139.
APA Zewdie, Worku,&Csaplovics, Elmar.(2015).Remote Sensing based multi-temporal land cover classification and change detection in northwestern Ethiopia.EUROPEAN JOURNAL OF REMOTE SENSING,48,121-139.
MLA Zewdie, Worku,et al."Remote Sensing based multi-temporal land cover classification and change detection in northwestern Ethiopia".EUROPEAN JOURNAL OF REMOTE SENSING 48(2015):121-139.
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