遥感技术与应用 2012, Vol. 27 Issue (4): 600-608 DOI: 10.11873/j.issn.1004-0323.2012.4.600 |
遥感应用 |
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影响ETM影像土地利用/覆盖分类精度因素的研究 |
赵 慧1,2,汪云甲1,2
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(1.中国矿业大学环境与测绘学院,江苏 徐州 221116;2.中国矿业大学国土环境与灾害监测国家测绘局重点实验室,江苏 徐州 221116) |
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Research on the Factors Affecting the Classification Accuracy of ETM Remote Sensing Image Land Cover/Use |
Zhao hui1,2,Wang Yunjia1,2
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(1.School of Environment Science and Spatial Information,China University of Mining and Technology,Xuzhou 221116,China;
2.Key Laboratory for Land Environment and Disaster Monitoring of SBSM,China University of Mining and Technology,Xuzhou 221116,China) |
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[2]Hui Wenhua.TM Image Classification based on Support Vector Machine[J].Journal of Earth Sciences and Environment,2006,28(2):93-95.[惠文华.基于支持向量机的遥感图像分类方法[J].地球科学与环境学报,2006,28(2):93-95.]
[3]Shao Xiaomin,Liu Yong.Deriving Vegetation Information in Ulan Buh Desert based on Texture[J].Remote Sensing of Technology and Application,2010,25(5):687-694.[邵晓敏,刘勇.基于纹理的乌兰布和沙漠地区植被信息提取[J].遥感技术与应用,2010,25(5):687-694.]
[4]Peddle D R,Franklin S E.Image Texture Processing and Data Intergration for Surface Pattern Discrimination[J].Photogrammetric Engineering and Remote Sensing,1991,57(4):413-420.
[5]Zhang Jinshui,He Chunyang,Pan Yaozhong,et al.The High Spatial Resolution RS Image Classification based on SVM Method with the Muti-Source Data[J].Journal of Remote Sensing,2006,10(1):49-57.[张锦水,何春阳,潘耀忠,等.基于SVM的多源信息复合的高空间分辨率遥感数据分类研究[J].遥感学报,2006,10(1):49-57.]
[6]Yan Jing,Wang Wen,Li Xiangge.Extracting the Rice Planting Area Using an Artificial Neural Network[J].Journal of Remote Sensing,2001,5(3):227-231.[阎静,王汶,李湘阁.利用神经网络方法提取水稻种植面积—以湖北省双季早稻为例[J].遥感学报,2001,5(3):227-231.]
[7]Zhu Xiufang,Pan Yaozhong,Zhang Jinshui,et al.The Effects of Training Sample on the Wheat Planting Area Measure Accuracy in TM Scale(iv):The Accuracy Response of Different Classifiers to Training Samples[J].Journal of Remote Sensing,2007,11(6):826-837.[朱秀芳,潘耀忠,张锦水,等.训练样本对TM尺度小麦种植面积测量精度影响研究(iv)-训练样本与分类方法间分类精度响应关系研究[J].遥感学报,2007,11(6):826-837.]
[8]Zhao Ping,Fu Yunfei,Zheng Liugen,et al.CART-based Land Use/cover Classification of Remote Sensing Images[J].Journal of Remote Sensing,2005,9(6):708-716.[赵萍,傅云飞,郑刘根,等.基于分类回归树分析的遥感影像土地利用/覆盖分类研究[J].遥感学报,2005,9(6):708-716.]
[9]Li Shuang,Zhang Erxun.The Decision Tree Classification and Its Application in Land Cover[J].Area Research and Development,2003,22(1):17-21.[李爽,张二勋.基于决策树的遥感影像分类方法研究[J].地域研究与开发,2003,22(1):17-21.]
[10]Liu Jianghua,Cheng Junshi,Chen Jiapin.Support Vector Machine Training Algorithm:A Review[J].Information and Control,2002,31(1):45-50.[刘江华,程君实,陈佳品.支持向量机训练算法综述[J].信息与控制,2002,31(1):45-50.] |
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