Performances Evaluation of Surface Water Areas Extraction Techniques Using Landsat ETM plus Data: Case Study Aswan High Dam Lake (AHDL)

被引:17
作者
Elsahabi, Mohamed [1 ]
Negm, Abdelazim [2 ]
El Tahan, Abdel Hamid M. H. [3 ]
机构
[1] Aswan Univ, Dept Civil Engn, Aswan 81542, Egypt
[2] Egypt Japan Univ Sci & Technol E JUST, Enviromental Engn, Alexandria, Egypt
[3] Arab Acad Sci Technol & Maritime Transport, Construct & Bldg Engn Dept, Coll Engn & Technol, Cairo Branch, Cairo, Egypt
来源
9TH INTERNATIONAL CONFERENCE INTERDISCIPLINARITY IN ENGINEERING, INTER-ENG 2015 | 2016年 / 22卷
关键词
Aswan High Dam Lake; Landsat; Image classification; Surface water extraction; Performance evaluation; RS/GIS; NASSER; INDEX;
D O I
10.1016/j.protcy.2016.02.001
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Aswan High Dam Lake (AHDL) is the major freshwater body supplying Egypt with water used for various purposes. This paper aims to detect the better technique for extraction of the water surface of AHDL. Eight techniques are tested using Landsat ETM+ image and their performances in extracting the surface water area are evaluated. The eight techniques include Supervised and Unsupervised image classification techniques, Water Ratio Index [WRI], Normalized Difference Vegetation Index [NDVI], Normalized Difference Water Index [NDWI], Modified Normalized Difference Water Index [MNDWI], Automated Water Extraction Index [AWEI], and Normalized Difference Moisture Index [NDMI]. The results illustrate the effectiveness of the unsupervised technique, as it gave an overall accuracy about 99.91%. It is recommended to apply this technique in areas with similar conditions to efficiently extract the surface water areas from Landsat ETM+ data. (C) 2016 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:1205 / 1212
页数:8
相关论文
共 11 条
[1]  
[Anonymous], 2004, LANDS TECHN GUID
[2]   Lake Nasser evaporation reduction study [J].
Ebaid, Hala M. I. ;
Ismail, Sherine S. .
JOURNAL OF ADVANCED RESEARCH, 2010, 1 (04) :315-322
[3]  
El-Sammany M.S., 2011, J NILE BASIN WATER S, V4, P71
[4]   Automated Water Extraction Index: A new technique for surface water mapping using Landsat imagery [J].
Feyisa, Gudina L. ;
Meilby, Henrik ;
Fensholt, Rasmus ;
Proud, Simon R. .
REMOTE SENSING OF ENVIRONMENT, 2014, 140 :23-35
[5]   A Comparison of Land Surface Water Mapping Using the Normalized Difference Water Index from TM, ETM plus and ALI [J].
Li, Wenbo ;
Du, Zhiqiang ;
Ling, Feng ;
Zhou, Dongbo ;
Wang, Hailei ;
Gui, Yuanmiao ;
Sun, Bingyu ;
Zhang, Xiaoming .
REMOTE SENSING, 2013, 5 (11) :5530-5549
[6]  
Lillesand T., 2015, Remote Sensing and Image Interpretation
[7]   Estimation of Reservoir Discharges from Lake Nasser and Roseires Reservoir in the Nile Basin Using Satellite Altimetry and Imagery Data [J].
Muala, Eric ;
Mohamed, Yasir A. ;
Duan, Zheng ;
van der Zaag, Pieter .
REMOTE SENSING, 2014, 6 (08) :7522-7545
[8]   Water Feature Extraction and Change Detection Using Multitemporal Landsat Imagery [J].
Rokni, Komeil ;
Ahmad, Anuar ;
Selamat, Ali ;
Hazini, Sharifeh .
REMOTE SENSING, 2014, 6 (05) :4173-4189
[9]  
STORY M, 1986, PHOTOGRAMM ENG REM S, V52, P397
[10]   Detection of forest harvest type using multiple dates of Landsat TM imagery [J].
Wilson, EH ;
Sader, SA .
REMOTE SENSING OF ENVIRONMENT, 2002, 80 (03) :385-396