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A Comparison Study of Normalized Difference Water Index and Object-Oriented Classification Method in River Network Extraction from Landsat-TM Imagery

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成果类型:
期刊论文、会议论文
作者:
Zhang, Xike*;Zhang, Qiuwen;Zhang, Gui;Gui, Zifan
通讯作者:
Zhang, Xike
作者机构:
[Zhang, Xike; Zhang, Qiuwen] Huazhong Univ Sci & Technol, Sch Hydropower & Informat Engn, Wuhan 430074, Hubei, Peoples R China.
[Zhang, Xike] Hunan City Univ, Sch Municipal & Mapping Engn, Yiyang 413000, Peoples R China.
[Zhang, Gui] Cent South Univ Forestry & Technol, Sch Sci, Changsha 410004, Hunan, Peoples R China.
[Gui, Zifan] Shenzhen Garden Management Ctr, Shenzhen 518000, Peoples R China.
通讯机构:
[Zhang, Xike] H
Huazhong Univ Sci & Technol, Sch Hydropower & Informat Engn, Wuhan 430074, Hubei, Peoples R China.
Hunan City Univ, Sch Municipal & Mapping Engn, Yiyang 413000, Peoples R China.
语种:
英文
关键词:
river network extraction;NDWI;object-oriented classification method;Landsat-5
期刊:
2017 2ND INTERNATIONAL CONFERENCE ON FRONTIERS OF SENSORS TECHNOLOGIES (ICFST)
年:
2017
页码:
198-203
会议名称:
2nd International Conference on Frontiers of Sensors Technologies (ICFST)
会议时间:
APR 14-16, 2017
会议地点:
Shenzhen, PEOPLES R CHINA
会议主办单位:
[Zhang, Xike;Zhang, Qiuwen] Huazhong Univ Sci & Technol, Sch Hydropower & Informat Engn, Wuhan 430074, Hubei, Peoples R China.^[Zhang, Xike] Hunan City Univ, Sch Municipal & Mapping Engn, Yiyang 413000, Peoples R China.^[Zhang, Gui] Cent South Univ Forestry & Technol, Sch Sci, Changsha 410004, Hunan, Peoples R China.^[Gui, Zifan] Shenzhen Garden Management Ctr, Shenzhen 518000, Peoples R China.
会议赞助商:
Shenzhen Univ, IEEE, Shenzhen Univ, Coll Comp Sci & Software Engn
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-5090-4860-1
基金类别:
China Hunan Provincial Science & Technology Department under the project "The research on data interpretation technology of monitoring in natural disaster using satellite remote sensing" [2016SK2088]; Science and Technology Bureau of Yiyang City, Hunan, China under the project "Monitoring land cover dynamic changes in Dongting Lake Region using remote sensing" [51]; institute of Space Information Technology of Central South University of Forestry and Technology
机构署名:
本校为通讯机构
院系归属:
市政与测绘工程学院
摘要:
Landsat data have the characteristics of high resolution and wide spectrum, and have been widely used to extract river network. Based on the feature analysis and pretreatment of Landsat-5 Thematic Mapper (TM) data, in this paper, we studied and realized the extraction of river network in Hunan Province, analyzed and dealt with the extraction results of river network. The main research works are as follows: The Landsat-5 TM images were pre-processed by using ENVI5.3 software over the study area in 2011. Radiometric correction, image mosaic and subset were carried out. The Normalized Difference ...

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