Arid
Desertification Monitoring in Biskra, Algeria, With Landsat Imagery by Means of Supervised Classification and Change Detection Methods
Abdelaziz Azzouzi, Soufiane1,2; Vidal-Pantaleoni, Ana1; Bentounes, Hadj Adda2
通讯作者Abdelaziz Azzouzi, Soufiane
来源期刊IEEE ACCESS
ISSN2169-3536
出版年2017
卷号5页码:9065-9072
英文摘要

Desertification is one of the most important problems driven by global climatic change. There are many factors that contribute to the environmental degradation of the Sahara desert surroundings. The first one is related to human activities, such as change of land use. Other factors include natural degradation due to change in temperature, humidity, and wind. All of these complex causes may lead to the movement of sand from the desert to other places, such as cities and roads, affecting everyday life. For that reason, desertification is being analyzed by governmental agencies in the affected countries. This paper studies this phenomenon in the city of Biskra, Algeria, using optical satellite images taken from the freely available Landsat program. It presents a methodology that could help in the temporal evaluation of the desertification process. Land use and land cover change detection in a period of 25 years has been carried out using a support vector machine per object classification. Change indices have been also employed for assessing the degradation. Excellent results using low human operator cost have been fully validated by visual inspection.


英文关键词Change detection desertification Landsat land cover land change supervised classification
类型Article
语种英语
国家Spain ; Algeria
收录类别SCI-E
WOS记录号WOS:000404270600038
WOS关键词SUPPORT VECTOR MACHINES ; COVER CLASSIFICATION ; CHINA ; AREA
WOS类目Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS研究方向Computer Science ; Engineering ; Telecommunications
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/199561
作者单位1.Univ Politecn Valencia, Inst Telecomunicac & Aplicac Multimedia, E-46022 Valencia, Spain;
2.Univ Abdelhamid Ibn Badis Mostaganem, Fac Sci & Technol, Lab Signaux & Syst, Mostaganem 27000, Algeria
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GB/T 7714
Abdelaziz Azzouzi, Soufiane,Vidal-Pantaleoni, Ana,Bentounes, Hadj Adda. Desertification Monitoring in Biskra, Algeria, With Landsat Imagery by Means of Supervised Classification and Change Detection Methods[J],2017,5:9065-9072.
APA Abdelaziz Azzouzi, Soufiane,Vidal-Pantaleoni, Ana,&Bentounes, Hadj Adda.(2017).Desertification Monitoring in Biskra, Algeria, With Landsat Imagery by Means of Supervised Classification and Change Detection Methods.IEEE ACCESS,5,9065-9072.
MLA Abdelaziz Azzouzi, Soufiane,et al."Desertification Monitoring in Biskra, Algeria, With Landsat Imagery by Means of Supervised Classification and Change Detection Methods".IEEE ACCESS 5(2017):9065-9072.
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