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利用Hyperion短波红外高光谱数据勘探天然气的研究

Keywords: 高光谱遥感,油气勘探,Hyperion,特征提取

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Abstract:

利用高光谱遥感技术探油是一项高新油气勘探技术.基于中国某地区Hyperion高光谱数据,进行航天高光谱遥感天然气勘探技术的初步研究.针对Hyperion高光谱数据的低空间分辨力、微弱信号与低信噪比等特点,采用基于小波主成分分析的特征提取算法提取该地区烃类物质微渗漏蚀变特征,运用聚类K-均值法/最大似然法混合训练策略,采用粗分→细分→精分思想完成该地区天然气蚀变异常区的分类.结合已知地质资料分析,分类所得的异常区与地质资料基本吻合,分类效果好,为油气勘探的地质解释提供了新的参考依据.

References

[1]  【1】周广柱,王翠珍,杨锋杰,李寅明, "对数变换与小波变换用于野外采集植物波谱降噪",红外与毫米波学报 28, 316-320(2009)
[2]  【2】王跃明,祝倩,王建宇,庄晓琼, "短波红外高光谱成像仪背景辐射特征研究",红外与毫米波学报 30, 279-283(2011)
[3]  【1】Heather Freeman.Evaluation of the use of hyperspectral imagery for identification of microseeps near Santa Barbara,California[J].Project Report for Master of Science in Geology West Virginia University.2003,9.
[4]  【2】Horig B,Kuhn F,Oschutz F,et al.Hymap hyperspectral remote sensing to detect hydrocarbons[J].International Journal of Remote Sensing.2001,22 (8):1413-1422.
[5]  【3】Cloutis E A.Spectral reflectance properties of hydrocarbons:remote sensing implications[J].SCIENCE.1989,245:165-168.
[6]  【4】Alexander F H Goetz.Imaging spectrometry for earth remote sensing[J].SCIENCE.1985,228:147-1153.
[7]  【5】Roger McCoy,Jason Blake Kathryn Andrews.Detecting hydrocarbon mieroseepage using hydrocarbon absorption bands of reflectance spectra of surface soils[J].Oil & Gas Journal.2001,5.
[8]  Wang Yunpeng,Ding Xuan.Hydrocarbon alteration characteristics andremote sensing mechanism of surface soil in EastSichuan[J].GeoChemica.(王云鹏,丁暄.川东某地地表土壤烃类蚀变特征及遥感机理研究.地球化学),1999,28(4):381-392.
[9]  【7】Richard Beck.EO-1 User Guide V.2.3.http://eol.usgs.gov.2005.11-2006.5.
[10]  【8】White H P,Khurshidt K S,Hitchcock R,et al.From at-sensor observation to at-surface reflectance-calibration steps for earth observation hyperspectral sensors[J].IEEE.2004,5:3241-3244.
[11]  【9】Shen Yuanting.Stuay On Hyperspectral Remote,Sensing Image Processing Technology for Petroleum Exploration[D].Dissertation for Master\'s Degree.(沈渊婷.油气勘探高光谱遥感图像处理技术的研究.硕士学位论文.北京:北京理工大学).2006.
[12]  【10】WANG Qiang,SHU Jiong,YIN-Qiu.DSGF method on detecting and removing spectral noise of hyperspectral image[J].J.Infrared Millim.Waves.(王强,束炯,尹球.高光谱图像光谱域噪声检测与去除的DSGF方法.红外与毫米波学报),2006,25(1):29-32.
[13]  MA Yan-Hua,WANG Jian-Yu,MA De-Min,et al.New vector filter based on background detection used in spectral image[J].J.Infrared Millim.Waves(马艳华,王建宇,马德敏,等.-种用于光谱图像的基于邻域背景检测的矢量滤波器.红外与毫米波学报),2006,25(2):157-160.
[14]  Gan Fuping,Wang Runsheng,Ma Ainai.Spectral identification tree (sit) for mineral extraction based on spectral characteristics of mineral[J].Earth Science Frontiers.(甘甫平,王润生,马蔼乃.基于特征谱带的高光谱遥感矿物谱系识别.地学前缘),2003,10(2):445-454.

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