Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.5721/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
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EISSN | 2279-7254 |
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 |
推荐引用方式 GB/T 7714 | 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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文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
Remote Sensing based(3370KB) | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 浏览 |
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