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遥感技术与应用  2011, Vol. 26 Issue (3): 303-308    DOI: 10.11873/j.issn.1004-0323.2011.3.303
光学遥感     
组合分析蚀变信息提取方法研究
李淼淼,邢立新,潘军,乔振民,王红红
(吉林大学地球探测科学与技术学院,吉林 长春130026)
Research of Combinatory Analysis Method in Altered Information Extraction
LI Miao-miao,XING Li-xin,PAN Jun,QIAO Zhen-min,WANG Hong-hong
(Faculty of GeoExploration Science and Technology,Jilin Unirersity,Changchun 130026,China)
 全文: PDF(3664 KB)  
摘要:

目前主成分分析法、比值法、光谱角制图法等已广泛应用于遥感矿化蚀变信息提取中,且取得了很好的效果。根据研究区遥感数据特点,采用比值与主成分组合分析的方法,结合FLAASH大气校正、中值滤波以及彩色密度分割等图像处理方法,对新疆且末地区ASTER数据进行蚀变信息提取。经USGS标准矿物波谱库中典型矿物光谱的验证,组合分析方法能够去除数据冗余和噪声,有利于各类蚀变信息的提取。

关键词: 蚀变信息主成分分析比值分析组合分析    
Abstract:

Currently,the principal component analysis,the ratio analysis,the spectral angle mapping method has been widely applied in mineralized alteration information extraction,and have got good results.According to the remote sensing data characteristics of the study area,this paper use the combinatory analysis of ratio and principal component,combining image processing method such as FLAASH atmosphere correction,median filtering and color density divide,to extract the mineralized alteration information of Qiemo region.The typical mineral spectrum of the USGS standard mineral spectrum library verificated that the combinatory analysis method can remove the data redundancy and noise, be convenien to obtain the alteration information.

Key words: Alteration information    Principal component analysis    Ratio analysis    Combinatory analysis
收稿日期: 2010-12-10 出版日期: 2013-01-23
:  TP 79  
基金资助:

中国地质调查局资助项目(1212010761502)。

通讯作者: 邢立新(1954-),女,吉林伊通人,博士生导师,主要从事遥感与地理信息系统研究。Emali:xinglx@jlu.edu.cn。     E-mail: mable_lee@163.com
作者简介: 李淼淼(1986-),女,河北邢台人,硕士研究生,主要从事遥感与地理信息系统研究。Email:mable_lee@163.com。
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引用本文:

李淼淼,邢立新,潘军,乔振民,王红红. 组合分析蚀变信息提取方法研究[J]. 遥感技术与应用, 2011, 26(3): 303-308.

LI Miao-miao,XING Li-xin,PAN Jun,QIAO Zhen-min,WANG Hong-hong. Research of Combinatory Analysis Method in Altered Information Extraction. Remote Sensing Technology and Application, 2011, 26(3): 303-308.

链接本文:

http://www.rsta.ac.cn/CN/10.11873/j.issn.1004-0323.2011.3.303        http://www.rsta.ac.cn/CN/Y2011/V26/I3/303

[1]Lv Fengjun,Xing Lixin,Fan Jizhang,et al.Extraction of Remotely Sensing Alteration Information based on Statistical Identification Model[J].Journal of Jilin University(Earth Science Edition),2005,35(4):535-538.[吕凤军,邢立新,范继璋,等.基于统计识别模型的遥感蚀变信息提取[J].吉林大学学报(地球科学版),2005,35(4):535-538.]

[2]Carranza E J M,Hale M.Mineral Imaging with Landsat Thermatic Mapper Data for Hydrothermal Alteration Mapping in Heavily Vegetated Terrane[J].International Journal of Remote Sensing,2002,23:22,4827-4852.

[3]Crosta A P,Desouza F C R.Targeting Key Alteration Minerals in Epithermal Deposits in Patagonia,Argentina,Using ASTER Imagery and Principal Component Analysis[J].International Journal of Remote Sensing,2003,24(21):4233-4244.

[4]Moore F,Rastmanesh F,Asadi H,et al.Mapping Mineralogical Alteration Using Principal-component Analysis and Matched Filter Processing in the Takab Area,North\|west Iran,from ASTER Data[J].International Journal of Remote Sensing,2008,29(10):2851-2867.

[5]Zhang Yujun,Yang Jianmin.The Method of Abstracting Remote Sensing Information of Alterated Rocks in the Uncovered Bedrocks Area[J].Remote Sensing for Land & Resources,1998,36(2):46-53.[张玉君,杨建民.基岩裸露区蚀变岩遥感信息的提取方法[J].国土资源遥感,1998,36(2):46-53.]

[6]Zou Lin,Yang Zian,Zhu Guchang,et al.New Method of Alteration Information Extraction from Multi\|spectrum Remote Sensing Data[J].Geology and Prospecting,2006,42(6):71-76.[邹林,杨自安,朱谷昌,等.多光谱遥感蚀变信息提取新方法研究[J].地质与勘探,2006,42(6):71-76.]

[7]Jing Feng,Chen Jianping.The Review of the Alteration Information Extraction with Remote Sensing[J].Remote Sensing Information,2005,2:62-65.[荆凤,陈建平.矿化蚀变信息的遥感提取方法综述[J].遥感信息,2005,2:62-65.]

[8]Wu Dewen,Zhu Guchang,Zhang Yuanfei,et al.A Remote Sensing Approach to the Depth of the Highly Concentrated Salt Lakes[J].Remote Sensing for Land&Resources,2006,67(1):22-30.[吴德文,朱谷昌,张远飞,等.多元数据分析与遥感矿化蚀变信息提取模型[J].国土资源遥感,2006,67(1):22-30.]

[9]Liu Li,Xiang Yali,Lu Xue.Study on the Eigenvector Combination Model of Mineralizing Alteration Information Extraction based on the ASTER Data[J].Geoscience,2010,24(2):403-408.[刘李,向雅莉,芦雪.基于ASTER数据矿化蚀变信息提取的主成分特征向量组合模型研究[J].现代地质,2010,24(2):403-408.]

[10]Chen Shupeng,Tong Qingxi,Guo Huadong.Mechanism of Remote Sensing Information[M].Beijing:Science Press,1998.[陈述彭,童庆禧,郭华东.遥感信息机理研究[M].北京:科学出版社,1998.]

[11]Geng Xinxia,Yang Jianmin,Zhang Yujun,et al.The Application of ASTER Remote Sensing Data for Extraction of Alteration Anomalies Information in Shallow Overburden Area[J].Geological Review,2008,54(2):184-191.[耿新霞,杨建民,张玉军,等.ASTER数据在浅覆盖区蚀变遥感异常信息提取中的应用[J].地质评论,2008,54(2):184-191.]

[12]Xiang Meilin,Chen Jianguo,Liu Xiangxu.Study on Extraction of Remote Sensing Alteration Information in Wulashan[J].Journal of Geology,2010,34(1):28-32.[向美琳,陈建国,刘祥旭.乌拉山地区遥感蚀变信息提取研究[J].地质学刊,2010,34(1):28-32.]

[13]Rutz\|Armenta J R,Prol\|Ledesma R M.Techniques for Enhancing the Spectral Response of Hydrothermal Alteration Minerals in Thematic Mapper Images of Central Mexico[J].Intemational Journal of Romote Sensing,1998,19:1981-2000.

[14]Moghtaderi A,Moore F,Mohammadzadeh A.The Application of Advanced Space\|borne Thermal Emission and Reflection(ASTER) Radiometer Data in the Detection of Alteration in the Chadormalu Paleocrater,Bafq Region,Centeral Iran[J].Journal of Asian Earth Sciences,2007,30:238-252.

[15]Gan Fuping,Wang Runsheng.Investigation on Principles and Techniques of Extracting Information of Rocks and Minerals Using Remote Sensing Data[J].Beijing:The Geological Publishing House,2004.[甘甫平,王润生.遥感岩矿信息提取基础与技术方法研究[M].北京:地质出版社,2004.]

[16]Xing Lixin,Lv Fengjun,Pan Jun,et al.Remote Sensing Alteration Information Field Building and Its Information Extraction[J].Remote Sensing Information,2006,4:12-14.[邢立新,吕凤军,潘军,等.遥感蚀变信息场的确立及其信息提取[J].遥感信息,2006,4:12-14.]

[17]Lv Fengjun,Xing Lixin,Fan Jizhang,et al.Extracting Alteration Information of Remote Sensing based on Alteration Information Field[J].Geology and Prospecting,2006,42(2):65-68.[吕凤军,邢立新,范继璋,等.基于蚀变信息场的遥感蚀变信息提取[J].地质与勘探,2006,42(2):65-68.]

[18]Lv Fengjun,Hao Yuesheng,Shi Jing,et al.Alteration Remote Sensing Anomaly Extraction based on ASTER Remote Sensing Data[J].Acta Geoscientica Sinica,2009,30(2):271-276.[吕凤军,郝跃生,石静,等.ASTER遥感数据蚀变遥感异常提取研究[J].地球学报,2009,30(2):271-276.

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