Impacts of soil sealing on potential agriculture in Egypt using remote sensing and GIS techniques

被引:28
作者
Mohamed, Elsayed Said [1 ]
Belal, Abdelaziz [1 ]
Shalaby, Adel [1 ]
机构
[1] Natl Author Remote Sensing & Space Sci NARSS, Cairo, Egypt
关键词
land use; land cover; change detection; soil productivity; CLASSIFICATION; MANAGEMENT;
D O I
10.1134/S1064229315100075
中图分类号
S15 [土壤学];
学科分类号
0903 ; 090301 ;
摘要
This paper highlights the impacts of soil sealing on the agricultural soils in Nile Delta using remote sensing and GIS. The current work focuses on two aims. The first aim is to evaluate soil productivity lost to urban sprawl, which is a significant cause of soil sealing in Nile Delta. The second aim is to evaluate the Land Use and Land Cover Changes (LU LC) from 2001 to 2013 in El-Gharbia governorate as a case study. Three temporal data sets of images from two different sensors: Landsat 7 Enhanced Thematic Mapper (ETM+) with 30 m resolution acquired in 2001 and Landsat 8 acquired in 2013 with 30 m resolution, and Egypt sat acquired in 2010 with 7.8 m resolution, consequently were used. Four different supervised classification techniques (Maximum Likelihood (ML), Minimum Distance, Neural Networks (NN); and Support Vector Machine (SVM) were applied to monitor the changes of LULC in the investigated area. The results showed that the agricultural soils of the investigated area are characterized by high soil productivity depending on its chemical and physical properties. During 2010-2013, soil sealing took place on 1397 ha from the study area which characterized by soil productivity classes ranging between I and II. It is expected that the urban sprawl will be increased to 12.4% by 2020 from the study area, which means that additional 3400 ha of productive soils will be lost from agriculture. However, population growth is the most significant factor effecting urban sprawl in Nile Delta.
引用
收藏
页码:1159 / 1169
页数:11
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