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《Journal of Shandong University of Science and Technology(Natural Science)》 2007-01
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Classification Study of Mountainous Land Cover Aided by Topographic Data

ZHANG Rui1,2,ZHANG Ji-xian2,LI Hai-tao2(1.College of Geo-info Sci.and Eng.,SUST,Qingdao,Shandong 266510,China;2.Chinese Academy of Surveying and Mapping,Beijing 100039,China)  
Classification of mountainous land cover often affected by the differences of topographic effect and height angle of sun,and it is difficult to achieve high accuracy of classification using spectral feature classifier.In the paper,such three topographic data sets as elevation,slope and roughness derived from DEM are used as auxiliary data of classification for mountainous land cover,the maximum likelihood classifier and multilayer feed forward network based on back propagation algorithm are employed to do classification experiments on multi-band images developed by superposition of spectral data and auxiliary topographic data.The result indicates that classification aided by topographic data can,in a certain extent,improve the accuracy.
【Fund】: 国家高技术研究发展计划(863计划)“规模化高效率土地资源遥感监测业务运行系统”(2003AA131010)资助
【CateGory Index】: TP79
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【Citations】
Chinese Journal Full-text Database 3 Hits
1 LUO Jian-cheng 1, WANG Qin-min 2, ZHOU Cheng-hu 1, LEUNG Yee 3 (1. Institute of Geographical Science and Natural Resources Research, CAS, Beijing 100101, China; 2. Fuzhou University,Fuzhou 350002,China; 3. Department of Geography, The Chinese Univers;Adaptive Resonance Theory for Classification of Remotely Sensed Image[J];Acta Geodaetica Et Cartographic Sinica;2002-02
2 Zhu Honglei (LREIS, Institute of Geography, Beijing, 100101) Mao Zanyou (Institute of Remote Sensing and GIS, Beijing University, Beijing, 100871);KNOWLEDGE BASED IMAGE CLASSIFICATION APPROACH SUPPORTED BY A GIS[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1997-04
3 HAN Min, CHENG Lei, TANG Xiao-liang (School of Electronic and Information Engineering, Dalian University of Technology, Dalian 116023);Application Study of Fuzzy ARTMAP Neural Network in Classification of Land Cover[J];Journal of Image and Graphics;2005-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Peng Haiqin et al.(School of Resources and Environment Science,East China Normal University,shanghai 200062,China);Remote Sensing and GIS Technology in Environmental Science Research[J];Anhui Agricultural Science Bulletin;2011-03
2 Peng Haiqin et al.(School of Resources and Environment Science,East China Normal University,shanghai 200062,China);Remote Sensing and GIS Technology in Environmental Science Research[J];Anhui Agricultural Science Bulletin;2011-05
3 WANG Lei~1;HUANG Hua-guo~2;ZHANG Xiao-li~1;LUO You-qing~1;AN Shu-jie~1.1 Key Laboratory for Silviculture and Conservation,Ministry of Education,College of Natural Resources & Environment,Beijing Forestry University,100083,P.R.China;2 State Key Laboratory of Remote Sensing Science,Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing,100101,P.R.China.;RS information extraction techniques of Pinus massoniana forests based on knowledge rules[J];Journal of Beijing Forestry University;2007-03
4 YANG Guang(1,2,3),LIU Xiang-nan(4),ZHANG Bai(1), BIAN Hong-feng(4) (1.Northeast Institute of Geography and Agricultural Ecology, The Chinese Academy of Sciences,Changchun130012,China;2.Spacial Profession Department,Aviation University of Air Force, Changchun130022,China; 3.Groduate School of the Chinese Academy of Sciences,Beijing100039,China;4.College of Urban and Environment Science, Northeast Normal University, Changchun130024,China);An Automatic Extraction Method of Remote Sensing Information Based on Multi-characters Space[J];Journal of Jiling University (Earth Science Edition);2005-02
5 WU Xiao-ping (Chongqing Normal University GIS Center, Chongqing 400023, China);Applied Research of "3s" Technology in Schistosomiasis Control[J];Journal of Chongqing Institute of Technology;2004-01
6 ZHAO You song, LI Jing wei, CHEN Jun (Department of the Remote Sensing, National Geomatics Center of China,Beijing 100044,China);The Process of Generating the Landuse/Landcover Map Based on ETM+[J];Developments In Surveying and Mapping;2001-03
7 PENG Wen-fu①②,HE Zheng-wei①,ZHOU Jie-ming②,XU Hui-xi①,YIN Jinag-tao①,YANG Bin①,YANG Ynag①(①Chengdu University of Technology Ministerial Key Lab of Land and Resources Information and Applied Technology Chengdu 610059;②The institute of geography and resources science Sichuan Normal University,Chengdu 610068);Analysis on RS image interpretation of land use renew investigation in Shiping county,Yunnan province[J];Science of Surveying and Mapping;2007-06
8 XU Qiu-xiao①,YU Ming-yang②,CUI Jian②(① Shandong Provincial Geo-mineral Engineering Exploration Institute, Jinan 250014,China; ② Shandong Jianzhu University, Jinan 250101,China)——taking Longkou city for example;Dynamic monitoring of land use space-time changes based on remote sensing images comprehension model——taking Longkou city for example[J];Science of Surveying and Mapping;2008-02
9 ZHANG Wei,DU Pei-jun,YIN Zuo-xia(China University of Mining and Technology,Xuzhou 221008,China);Application of simplified fuzzy H-ARTMAP network to hyperspectral remote sensing classification[J];Science of Surveying and Mapping;2008-05
10 NI Xi-liang JIANG Tao (Geomatics College,Shandong University of Science and Technology,Shandong Qingdao 266510,China);Approach study of remote sensing image classification by automatically extracting the optimal bands[J];Science of Surveying and Mapping;2008-S1
China Proceedings of conference Full-text Database 3 Hits
1 You Daian Wang Jianrong Yu XuchuDepartment of Remote Sensing Information Engineering, Institute of Surveying and Mapping,The PLA Information Engineering University, Zhengzhou 450052;Xi'an Surveying and Mapping Institute, Xi'an,710054;A KNOWLEDGE-BASED FUZZY IMAGE CLASSIFICATION METHOD[A];[C];2001
2 Han lanying1 Chen quangong2 Zhang zhengcai3 (1 Lanzhou Regional Climate Center,Gansu Meteorological Bureau,Lanzhou 730000,China;2 Cold and Arid Regions Environmental and Engineering Research Institute,Chinese Academy of Sciences,Lanzhou 730000,China; 3 Lanzhou University,Lanzhou 730020,China );The research of the cotton area estimation in Xinjiang based on 3S technology[A];[C];2006
3 ;基于知识与监督分类的青南高原植被信息提取[A];[C];2008
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 KONG Ningning\ ZENG Hui\ LI Shujuan (Department of Urban and Environmental Science,Peking University,Beijing,100871);Study on the Topographic Variation Pattern of Vegetation Distribution in Wolong Nature Reserve,Sichuan Province[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2002-04
2 WANG Xiao-dan; CHEN Bin-ru; GAO Pan; CHENG Gen-wei.Institute of Mountain Hazards and Environment, Chinese Academy of Sciences and Ministry of Water Conservancy, Chengdu, 610041, P.R. China.;Changes of land use and landscape patterns of the Gongga Mountain area on the eastern edge of Qinghai-Tibetan Plateau[J];Journal of Beijing Forestry University;2005-03
3 ZHANG Xue-jian; FENG Zhong-ke. College of Resources and Environment, Beijing Forestry University, 100083, P. R. China.;LUCC in farming pasture ecotonal areas based on RS and GIS—A case study of Yanchi County in Ningxia.[J];Journal of Beijing Forestry University;2006-01
4 HE Xiao-rong~1,LI hui-xia~1,ZHOU Hong-yi~1,CHEN Feng-yun~2 (1.Chengdu Institute of Mountain Hazard and Environment, CAS, Chengdu 610041, China; 2. College of City and Environment Science, Central China Normal University, Wuhan 430079, China);Landscape Ecological Analysis of Mountainous City and Town of China[J];Urban Environment & Urban Ecology;2003-06
5 ZHANG Qiang~1,ZHOU Qiu-sheng~2(1.Faculty of Land and Resource Engineering,Kunming University of Science and Technology,kunming 650093,China;2.Dep.of surveying and Engineering,Heilongjiang Institute Of Technology,Haerbin 150050,China);Remote sensing image classification and study using a kind of fuzzy neural networks[J];Engineering of Surveying and Mapping;2006-05
6 ZHU Hong-chun,LIU Hai-ying,ZHANG Ji-xian,LI Hai-tao,TANG Guo-an(Geo-information Science & Engineering College,Shandong University of Science and Technology,Qingdao 266510,China;Chinese Academy of Surveying and Mapping,Beijing 100039,China;The Department of Basic Courses,Shandong University of Science and Technology,Qingdao 266510;Jiangsu Province Key Laboratory of Geo-information Science,Nanjing Normal University,Nanjing 210097);Research on the topographic factors and its' mathematical simulation based on DEMs-a case study in the loess plateau of north Shaanxi province[J];Science of Surveying and Mapping;2007-02
7 ZHOUQiang,WUYi-rong,LI Li-gang,LI Jia;The Selection of Multisource Remote Sensing Image Fusion Data[J];Bulletin of Surveying and Mapping;2006-01
8 CAO Jian-nong~(1,2), LI De-ren~3, GUAN Ze-qun~2 (1. School of Architecture, Xi'an University of Architecture & Technology, Xi'an, 710055,China; 2. School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, 430079,China; 3. National Laboratory for Information Engineering in Surveying Mapping and Remote Sensing, Wuhan University, Wuhan, 430079,China);The Optimal Fusion of Multi-spectral Remote Sensing Images between Bands by Using Decomposable Markov Networks[J];Acta Geodaetica Et Cartographic Sinica;2005-01
9 LIAO Shun-bao, LI Ze-hui (Institute of Geographical Sciences and Natural Resources Research, The Chinese Academy of Sciences, Beijing 100101, China);RELATIONSHIP BETWEEN POPULATION DISTRIBUTION AND LAND USE AND SPATIALIZATION OF POPULATION CENSUS DATA[J];Resources and Environment in the Yangtze Basin;2004-06
10 Turangul1 ZHANG Xiao-fan2(1.Xinjiang Normal University,Urumqi 830054;2.Xinjiang University,Urumqi 830046);On Remotely Sensed Image Processing Based on Artificial Neural Network[J];;2006-01
【Secondary Citations】
Chinese Journal Full-text Database 7 Hits
1 Cong Shuang Zheng Yisong Wang Yiwen(Dept.of Automation,University of Science&Technology of China,Hefei230027);The Improvement and Modeling Implementation of ART-2Neural Network[J];Computer Engineering and Applications;2002-14
2 Han Xiaoyun Liu Ruiyan (Dept of Astronautic Technology, National University of Defence Technology Changsha,410073);Modification of Learning Algorithms of ART 2 Network[J];JOURNAL OF DATA ACQUISITION & PROCESSING;1996-04
3 Lin Hua Wang Zhengguang(Dept.of Computer Science, Xidian Univ.,Xi’an,710071);The application of the ART network in the color classification of maps[J];JOUNAL OF XIDIAN UNIVERSITY;1994-04
4 Pan Xianzhang;Zeng Zhiyuan(Institute of Soil Science,Academia Sinlca);Some Technological Problems in Satellite Data Processing for Land Resources Inventory in the Area of Three Gorges of Yangtze River[J];;1994-03
5 LIN Jian, BAO Guang shu, JING Rong zhong, HUANG Ji xian (The Center of GIS of the Center South University, Changsha 410083);A Study of FasART Neuro-fuzzy Networks for Supervised Classification of Remotely Sensed Images[J];Journal of Image and Graphics;2002-12
6 LIU Zheng jun, WANG Chang yao, YAN Hao, NIU Zheng(Laboratory of Remote Sensing Information Science, the Institute of Remote Sensing Applications, CAS, Beijing 100101)WANG Lei(Department of Urban and Resource Sciences, Nanjing University, Nanjing 200093);High Resolution Land Cover Image Classification and Evaluation Based on Fuzzy ARTMAP Neural Network[J];Journal of Image and Graphics;2003-02
7 Li Ming,\ Yan Chaohua and Liu Gaohang (Department of Applied Engineering, Nanchang Institute of Aeronautical Technology, Nanchang\ 330034 );Fuzzy ARTMAP with Adaptive Vigilance Parameter for Each Cluster[J];JOURNAL OF IMAGE AND GRAPHICS;1999-05
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