Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Science of Surveying and Mapping》 2011-05
Add to Favorite Get Latest Update

An extraction algorithm of urban vegetation from remote sensing image based on object-oriented approach

LI Cheng-fan①,YIN Jing-yuan①②,ZHAO Jun-juan①(①School of Computer Engineering and Science,Shanghai University,Shanghai 200072,China;②Earthquake Administration of Shanghai,Shanghai 200062,China)  
To address the limitations of urban regional scale and the features of extraction of urban vegetation from high resolution satellite image based on object-oriented approach,this paper presented a approach to use segmentation of high-resolution remote sensing image,object statistics signature technique based on object-oriented,the fuzzy classification technique based on multi-thresholds method,and then forests,thin grassland,thick grassland were extracted accurately.The object-based method performances were assessed using two sources of reference data,including a multi-scale segmentation algorithm based on object-oriented,and the maximum likelihood supervised classification.High accuracy(93.72﹪) and overall Kappa coefficient(0.8236) were achieved by this method using Quickbird image,the experimental results demonstrated that the approach was simple for computation in urban regional scale.
【Fund】: 上海市科委项目(08DZ2292200);; 国家科技支撑项目(2008BAC38B03)
【CateGory Index】: TP751
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 3 Hits
1 LI Cheng-fan①,SHI Wei②,ZHOU Ting-gang①,YIN Guo-you②,YAO Yong-gui②①School of Geographical Sciences,Southwest University,Key Laboratory of Eco-environments in Three Gorges Reservoir Region(Ministry of Education) Chongqing 400715,China;②Chongqing Survey Institute,Beibei Branch,Chongqing 400700,China);Study of remote sensing monitor and driving forces of the construction land of urban——A case sStudy in Beibei district of Chongqing[J];Science of Surveying and Mapping;2009-03
2 SHI Pei jun 1, 2 , SONG Chang qing 3, JING Gui fei 1, 2 (1. Institute of Resources Science, Beijing Normal University; 2. Key Laboratory of Environmental Change and Natural Disaster, Ministry of Education of China, Beijing Normal Universit;STRENGTHENING THE STUDY OF LAND USE/COVER CHANGE AND ITS IMPACT ON ECO-ENVIRONMENTAL SECURITY--The Trend of the Study of the Dynamics of Human-Nature System Based on "Global Change Open Science Conference 2001" in Amsterdam, Netherlands[J];Advance In Earth Sciences;2002-02
3 HUANG Xin,ZHANG Liang-pei,LI Ping-xiang(National Key Laboratory for Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,Hubei Wuhan 430079,China);Classification of High Spatial Resolution Remotely Sensed Imagery Based on the Fusion of Spectral and Shape Features[J];Journal of Remote Sensing;2007-02
Chinese Journal Full-text Database 10 Hits
1 SHI Shi-yuan (Department of Geography Science,Nanjing Normal University,Nanjing,Jiangsu 210046);Analysis on Dynamic Change of the Rural-urban Construction Land Use in Jiangsu[J];Journal of Anhui Agricultural Sciences;2007-07
2 LI Jun et al(Guangzhou Institute of Geochemistry,Chinese Academy of Sciences,Guangzhou,Guangdong 510640);Study on Land Use Change and Ecological Environmental Impact in Jinggang Shan City[J];Journal of Anhui Agricultural Sciences;2010-04
3 SUN Yun-peng (Tangshan Teachers College,Tangshan,Hebei 063000);Assessment of Ecological Secunty to Land Use in Liaoning Province Based on Global Change[J];Journal of Anhui Agricultural Sciences;2010-24
4 Wang Chunxiao,Xie Shiyou,Wang Jianfeng,Chu Yuchun(College of Geography Science,Southwest Normal University,Chongqing 400715,China);A Study on Soil-Vegetation Ecosystem of Chongqing Karst Region[J];Environmental Science and Management;2009-02
5 WANG Jing-ai (Dep.of Resource and Environment Science;Key Laboratory of Environmental Change and Natural Disaster, The Ministry of Education of China;BNU,100875, China);Diversities of Administrations and Drainage Basins and Sustainable Development in China[J];Journal of Beijing Normal University(Social Science Edition);2002-04
6 Lai Yanbin Zhao Jintao Wang Jing'ai (Department of Resources and Environment Sciences, Key Laboratory of Environmental Change and Natural Disaster of Ministry of Education: Beijing Normal University, 100875, Beijing, China);A STUDY ON NATURAL ISLAND LAND AND ITS SIGNIFICANCE IN ECOLOGICAL CONSTRUCTION[J];Journal of Beijing Normal University(Natural Science);2002-06
7 Chen Jing Shi Peijun(College of Resources Science and Technology;Key Laboratory of Environmental Change and Natural Disaster,Ministry of Education of China:Beijing Normal University,100875,Beijing,China);DISCUSSION ON FUNCTIONAL LAND USE CLASSIFICATION SYSTEM[J];Journal of Beijing Normal University(Natural Science);2005-05
8 YI Xiangsheng WANG Jing'ai YUE Yaojie(School of Geography and Remote Sensing Science,Key Laboratory of Regional Geography,Beijing Normal University,100875,Beijing,China);LUCC AND LAND USE PATTERN BASED ON A FUNCTIONAL DESERT LAND CLASSIFICATION SYSTEM:A CASE STUDY FOR YUYANG DESERT IN NORTHAN SHANNXI[J];Journal of Beijing Normal University(Natural Science);2008-04
9 ZOU Min①,WU Quan-yuan②,PANG Jie-wu②(① Geographrc Information Center of Yantai,Yantai 264003,China;② College of Population﹒Resources and Environment,Shandong Normal University,Jinan 250014,China);Analysis of the land use spatial pattern and spatio-temporal changes in the area of Longkou based on DEM[J];Science of Surveying and Mapping;2007-06
10 REN Zhi-yuan,LI Dong-yu,YANG Yong(College of Tourism and Environment Science,Shaanxi Normal University,Xi'an 710062,China);Simulation and driving force analysis of land use pattern in Guanzhong region,Shaanxi province[J];Science of Surveying and Mapping;2011-01
China Proceedings of conference Full-text Database 3 Hits
1 Song Yan,Xu-Chenxi (Land Science Society of Hebei Province,Hebei Province Shijiazhuang 050091 );Analysis on Ecological Effects of Land Use and Land Cover Change in The West Mountain Area of Shijiazhuang[A];[C];2008
2 Hang Huali~1,Zhu Yubi~1,Yang Zisheng~2,Zhao Qiaogui~(2,3),Yang Xingjie~4 (1.College of Economic Management,Southwest University,Chongqing 400715;2.Institute of Land & Resources and Sustainable Development,Yunnan University of Finance and Economics, Kunming 650221;3.Department of Land & Resources of Yunnan Province,Kunming 650224; 4.Bureau of Land & Resources of Luxi City,Yunnan Province,Luxi 678400);Land Use Changes in the Middle and Low Mountain Basin and Valley Area of Southwest Yunnan Province Driven by China's Project of Converting Farmland to Forest—A Case Study in Luxi City[A];[C];2010
3 ;试论生态安全的法律保护[A];[C];2011
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 By HE Liu, CUI Gonghao;Study on the Urban Spatial Expansion of NANJING City[J];Urban Planning Forum;2000-06
2 CHEN Shan1, QIN Qi-ming2(1.State University of New York,Albany 12222,United States;2.Institute of Remote Sensing and GIS, Peking University,Beijing 100871,China);The Classification of Texture and Structure in the High Resolution Imagery Based on Wavelet Transform[J];Geography and Geo-Information Science;2003-03
3 Shi Pejun; Li Xiaobing; Zhou Wuguang (Key Laboratory of Environmental Change and Natural Disaster, Ministry of Education of China, Beijing Normal University; Institute of Resources Science, Beijing Normal University, Beijing 100875);DETECTION OF VEGETATION RESPONSE TO CLIMATE CHANGE IN NORTHERN CHINA USING "3S" TECHNOLOGY[J];QUATERNARY SCIENCES;2000-03
4 Shi Peijun Yan Ping Yuan Yi (Key Laboratory of Environment Change and Natural Disaster, Ministry of Education of China, Beijing Normal University; China Center of Desert Research, Beijing Normal University, Beijing 100875);THE DRIVING FORCE ANALYSES OF THE BLOWN-SAND ACTIVITY IN NORTHERN CHINA[J];Quaternary Sciences;2001-01
5 YE Du zheng,FU Cong bin,JI Jin jun,DONG Wen jie LU Jian hua,WEN Gang,YAN Xiao dong (East Asian Regional Centre of Global Change Research,Institute of Atmospheric Physics, CAS, Beijing 100029,China);ORDERLY HUMAN ACTIVITIES AND SUBSISTENCE ENVIRONMENT[J];Advance In Earth Sciences;2001-04
6 CHEN Su-mi(Population Resarch Institute of zhongshan University, Guangzhou 510275, China);Research of Urban Expansion Based on the Integrative Techniques of RS and GIS[J];Geospatial Information;2005-01
7 Shi Peijun(Department of Resources and Environmental Science, Beijing Normal University, Beijing, 100875);TODAY AND FUTURE OF THE DYNAMICS OF HUMAN EARTH (EARTH SURFACE) SYSTEM[J];EARTH SCIENCE FRONTIERS;1997-Z1
8 JIA Wei-hua, Lü Yi-ping (Recourses and Planning College, Qufu Normal University, Qufu 273165, China,);Research of land use interpretation based on RS in Qufu City[J];Territory & Natural Resources Study;2007-03
9 LIN Mu-xuan~1,CHEN Yang-fen~2,SHI Ying-chun~2,JIANG Jun-yi~2,WANG Liangjian~2(1.Department of Urban & Resources Sciences,Nanjing University,Nanjing 210093,Jiangsu,China;2.College of Economics and Trade,Hunan University,Changsha 410079,Hunan,China);ANALYSIS ON THE DIFFERENCE OF CONSTRUCTION LAND EXPANSION AMONG THE INNER DISTRICTS OF BIG CITY AND ITS CAUSE——A CASE STUDY OF CHANGSHA CITY[J];Economic Geography;2006-05
10 Wu Xianyu(Remote Seusing Infovurtation Engineering College, Wuhan University, Wuhan 430072);Discuss City Remote Sensing[J];Science Mosaic;2006-07
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved