Arid
DOI10.1080/01431161.2017.1323285
Monitoring cropland changes along the Nile River in Egypt over past three decades (1984-2015) using remote sensing
Xu, Yidi1; Yu, Le1,2; Zhao, Yuanyuan1; Feng, Duoleng1; Cheng, Yuqi3; Cai, Xueliang4; Gong, Peng1,2
通讯作者Yu, Le
来源期刊INTERNATIONAL JOURNAL OF REMOTE SENSING
ISSN0143-1161
EISSN1366-5901
出版年2017
卷号38期号:15页码:4459-4480
英文摘要

The Nile River basin is the main agricultural area in Egypt. In recent decades, human activities and climate change have remarkably influenced the ecological environment there. Those changes have caused land degradation, sea level rise, and conflicts between land and population, threatening the agricultural system and food security of Egypt. In this study, cropland mapping along the Nile in Egypt over the past three decades (1984-2015) was conducted at annual frequency, using 961 Landsat TM/ETM+/OLI images. Spectral features of selected growing season images and band ratio-based indices were used in supervised classification. Thereafter, terrain and time series information were used to filter possible classification errors on the basis of logical judgment and statistical analysis. The average overall classification accuracy of cropland was greater than 90%. Furthermore, temporal and spatial characteristics of cropland expansion were analysed. The results highlight the annual geographical distribution of cropland dynamics from the Nile Valley to desert. In total, cropland areas had increased by 33.7% from 2848.1 kha in 1984 to 3807.8 kha in 2015, with an annual average increase of 31.0 kha in these 32 years.


类型Article
语种英语
国家Peoples R China ; Netherlands
收录类别SCI-E
WOS记录号WOS:000401757700011
WOS关键词IMAGE TIME-SERIES ; FOREST COVER LOSS ; LANDSAT IMAGERY ; CLASSIFICATION SCHEMES ; IMPERVIOUS SURFACE ; AGRICULTURAL LANDS ; FROM-GLC ; DISTURBANCE ; DELTA ; MODIS
WOS类目Remote Sensing ; Imaging Science & Photographic Technology
WOS研究方向Remote Sensing ; Imaging Science & Photographic Technology
来源机构清华大学
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/199811
作者单位1.Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modelling, Beijing, Peoples R China;
2.Joint Ctr Global Change Studies, Beijing, Peoples R China;
3.Henan Univ, Minist Educ, Key Lab Geospatial Technol Middle & Lower Yellow, Coll Environm & Planning, Kaifeng, Peoples R China;
4.UNESCO, IHE, Delft, Netherlands
推荐引用方式
GB/T 7714
Xu, Yidi,Yu, Le,Zhao, Yuanyuan,et al. Monitoring cropland changes along the Nile River in Egypt over past three decades (1984-2015) using remote sensing[J]. 清华大学,2017,38(15):4459-4480.
APA Xu, Yidi.,Yu, Le.,Zhao, Yuanyuan.,Feng, Duoleng.,Cheng, Yuqi.,...&Gong, Peng.(2017).Monitoring cropland changes along the Nile River in Egypt over past three decades (1984-2015) using remote sensing.INTERNATIONAL JOURNAL OF REMOTE SENSING,38(15),4459-4480.
MLA Xu, Yidi,et al."Monitoring cropland changes along the Nile River in Egypt over past three decades (1984-2015) using remote sensing".INTERNATIONAL JOURNAL OF REMOTE SENSING 38.15(2017):4459-4480.
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