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Remote Sensing Technology and Application  2014, Vol. 29 Issue (2): 352-36    DOI: 10.11873j.issn.1004-0323.2014.2.0352
    
Progress in Hyperspectral Remote Sensing for Petroleum Prospecting
Zhou Ziyong
(State Key Laboratory of Petroleum Resource and Prospecting,China University of Petroleum,Beijing 102200,China)
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Abstract  

Remote sensing technology has been applied in petroleum prospecting for many years.With the development of remote sensing technology,hyperspectral remote sensing has been introduced to petroleum prospecting and a lot of progress have been made in recent years.The principle and workflow of petroleum prospecting by using hyperspectral remote sensing are briefly described.Subsequently,the microseepage of hydrocarbon and its spectral expression on the surface,i.e.the reflectance spectral feature corresponding to the seeped hydrocarbon,the induced rock and mineral alteration and geobotanical change,and the current problems as well are discussed.The current hyperspectral data used for petroleum prospecting and their feature are summarized.The further research should be focus on some key issues,such as the spectral feature extraction,data processing and analysis,and the possible resolution is proposed.

Key words:  Hyperspectral remote sensing      Petroleum prospecting      Review     
Received:  30 January 2013      Published:  14 May 2014
P 627  
  TP 79  
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Zhou Ziyong

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Zhou Ziyong. Progress in Hyperspectral Remote Sensing for Petroleum Prospecting. Remote Sensing Technology and Application, 2014, 29(2): 352-36.

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http://www.rsta.ac.cn/EN/10.11873j.issn.1004-0323.2014.2.0352     OR     http://www.rsta.ac.cn/EN/Y2014/V29/I2/352

[1]Lintz J.Remote Sensing for Petroleum[J].AAPG Bulletin,1972,56(1972):542-553.

[2]Floyd F.Remote Sensing for Petroleum Exploration,Part 2:Case Histories[J].The Leading Edge,1998,17(5):623-626.

[3]Bailey G B,Anderson P D.Applications of Landsat Imagery to Problems of Petroleum Exploration in Qaidam Basin,China[J].AAPG Bulletin,1982,66(9):1348-1354.

[4]Halbouty M.Geologic Significance of Landsat Data for 15 Giant Oil and Gas Fields[J].AAPG Bulletin,1980,64(1):8-36.

[5]Donald F S,Burson K R,Thompson C K.Model for Hydrocarbon Microseepage and Related Near-surface Alterations[J].AAPG Bulletin,1999,83(1):170-185.

[6]Schumacher D.Pre-drill Prediction of Hydrocarbon Charge:Microseepage-based Prediction of Charge and Post-survey Drilling Results[C]// Proceedings of 2012 CSEG CSPG CWLS Convention,Calgary,Alberta Canada:CSEG,2012.

[7]Michael A A.Significance of Hydrocarbon Seepage Relative to Petroleum Generation and Entrapment[J].Marine and Petroleum Geology,2005,22(4):457-477.

[8]Philp R P,Crisp P T.Surface Geochemical Methods Used for Oil and Gas Prospecting-A Review[J].Journal of Geochemical Exploration,1982,17(1):1-34.

[9]Schumacher D.Hydrocarbon-induced Alteration of Soils and Sediments[C]//Schumacher D,Abrams M.A.Hydrocarbon Migration and Its Nearsurface Expression.AAPG Memoir,1996,66:71-89.

[10]Schumacher D.Surface Geochemical Exploration for Petroleum[C]//Beaumont E A,Foster N H.Treatise of Petroleum Geology/ Handbook of Petroleum Geology:Exploring for Oil and Gas Traps.Tulsa,USA:AAPG,1999.

[11]Schumacher D.Surface Geochemical Exploration for Oil and Gas:New Life for an Old Technology[J].The Leading Edge,2000,19(3):258-261.

[12]Shuhab D.Sarah J.Remote Sensing and Geochemistry for Detecting Hydrocarbon Microseepages[J].GSA Bulletin,2008,20(1/2):96-105.

[13]Brown A.Evaluation of Possible Gas Microseepage Mechanisms[J].AAPG Bulletin,2000,84(11):1775-1789.

[14]Van Der Meer F,Van Dijk P,Van Der Werff H.et al.Remote Sensing and Petroleum Seepage:A Review and Case Study[J].Terra Nova,2002,14(1):1-17.

[15]James E.Searching for Oil Seeps & Oil-impacted Soil with Hyperspectral Imagery[J].Earth Observation Magazine,2001,10(1):25-28.

[16]James E,Davis H,Zamudio J.Exploring for Onshore Oil Seeps with Hyperspectral Imaging[J].Oil and Gas Journal,2001,99(37):49-558.

[17]Zhu Zhenhai,Wang Wenyan,Pen Xiling.Method Using Remote Sensing Technique to Directly Look for Hydrocarbon Microseepages[J].Chinese Science Bulletin,1990,(16):1257-1260.[朱振海,王文彦,彭希龄.遥感技术直接探测烃类微渗漏的方法研究[J].科学通报,1990,(16):1257-1260.]

[18]Liu Zigui,Li Qinxiong,Wang Zan.The Information of Spectral Remote Sensing on Hydrocarbon’s Micro-seepage[J].Remote Sensing of Environment,1992,7(1):65-73.[刘子贵,李钦雄,王錾.烃类微渗漏的光谱遥感信息[J].环境遥感,1992,7(1):65-73.] 

[19]Chen Shengbo,Zhao Liang,Wang Jinnian.Study on Hyperspectral Response to Surface Alteration by Oil and Gas Microseepage under Loess Area[J].Spectroscopy and Spectral Analysis,2012,32(6):1616-1619.[陈圣波,赵靓,王晋年.黄土覆盖区油气微渗漏地表蚀变高光谱特征响应机理研究[J].光谱学与光谱分析,2012,32(6):1616-1619.]

[20]Wang Yunpeng,Geng Ansong,Liu Dehan.An Investigation on Remote Sensing Prospecting for the Surface Hydrocarbons in Eerduosi Basin[J].Natural Gas Industry,1999,19(6):17-20.[王云鹏,耿安松,刘德汉.鄂尔多斯盆地地表烃类的遥感探测研究[J].天然气工业,1999,19(6):17-20.] 

[21]Zhu Minqiang,Liu Dechang,Zhao Yingjun.Remote Sensing Detecting for the Hydrocarbon Microseepage and Its Implication on the East Yimeng Uplift,Ordos Basin,China[J].Journal of Remote Sensing,2007,11(6):882-890.[祝民强,刘德长,赵英俊.鄂尔多斯盆地伊盟隆起区东部微烃渗漏区的遥感识别及其意义[J].遥感学报,2007,11(6):882-890.]

[22]Jin Xiuliang.Study on Hydrocarbon Feeble Seepage Characteristics in North Shanxi Oil Area[J].Remote Sensing for Land & Resources,1999,42(4):23-25.[ 靳秀良.陕北油田烃类微渗漏遥感化探特征[J].国土资源遥感,1999,42(4):23-25.] 

[23]Chen Shengbo.Hydrocarbon Microseepage Detecting by Remote Sensing in Western Slope of Songliao Basin[J].Journal of Jilin University( Earth Science Edition),2002,32(2):155-157.[ 陈圣波.松辽盆地西部斜坡带烃类微渗漏遥感信息提取[J].吉林大学学报( 地球科学版),2002,32(2):155-157.] 

[24]Zhang Guifang,Shen Xiaohua,Zou Lejun,et al..Identifying Hydrocarbon Leakage Induced Anomalies through Remote Sensing Techniques in the Western Slope of Songliao Basin,China[J].Journal of Remote Sensing,2009,13(2):327-334.[章桂芳,沈晓华,邹乐君,等.松辽盆地西部斜坡区烃渗漏蚀变信息遥感探测[J].遥感学报,2009,13(2):327-334.]

[25]Ma Yueliang,He Zaicheng,Xu An.Remote Sensing Application on Hydrocarbon Detection in Nanpanjiang Region[J].Marine Origin Petroleum Geology,1998,3(2):47-54.[马跃良,何在成,许安.遥感技术在南盘江地区油气烃类检测中的应用[J].海相油气地质,1998,3(2):47-54.] 

[26]Wang Yong.Hydrocarbon Microseepage Information Extracting through Remote Sensing Technology in Front Range of Longmenshan[J].Coal Geology of China,2010,22(10):10-16.[王永.基于遥感技术的龙门山前山带烃类微渗漏信息提取[J].中国煤炭地质,2010,22(10):10-16.] 

[27]Zhu Zhenhai.Hydrocarbon Mieroseepage theory and Oil-gas Reservoir Detecting by Remote Sensing[J].Remote Sensing Technology and Application,1994,9(1):1-10.[朱振海.油气藏烃类微渗漏理论及遥感油气资源探测的机理研究[J].遥感技术与应用,1994,9(1):1-10.]

[28]Yang Kun,Yang Bailin.Effectiveness and Application of Airborne Shortwave Infrared Split Spectral Remote Sensing Technique in Direct Search of Oil-gas Resources[J].Acta Mineralogical Sinica,1996,16(3):321-326.[杨琨,杨柏林.航空短波红外分光谱遥感技术直接寻找油气藏的有效性及应用实例[J].矿物学报,1996,16(3):321-326.]

[29]Wu Changyong.Shortwave IR Spectral Scanning——A New Aerial IR Remote Sensing Method for Oil and Gas Resources Survey[J].Journal of Infrared and Millimeter Waves,1992,11(3):189-194.[吴常泳.航空红外遥感油气资源新方法—短波红外分光谱扫描[J].红外与毫米波学报,1992,11(3):189-194.]

[30]Wang Xiangcheng,Tian Qingjiu,Guan Zhong.The Extraction of Oil and Gas information by Using Hyperion Imagery in the Sebei Gas Field[J].Remote Sensing for Land & Resources,2007,71(1):36-40.[王向成,田庆久,管仲.基于Hyperion影像的涩北气田油气信息提取[J].国土资源遥感,2007,71(1):36-40.]

[31]Hu Pan,Tian Qingjiu,Yan Baikun.The Application of Hyperspectral Remote Sensing to the Identification of Hydrocarbon Alteration Minerals in Qaidam Basin[J].Remote Sensing for Land & Resources,2009,80(2):54-61.[胡畔,田庆久,闫柏琨.柴达木盆地烃蚀变矿物高光谱遥感识别研究[J].国土资源遥感,2009,80(2):54-61.]

[32]Shen Yuanting,Ni Guoqiang,Xu Daqi.Study on Gas Exploration by Hyperion Hyperspectral Remote Sensing Data[J].Journal of Infrared and Millimeter Waves,2008,27(3):210-223.[沈渊婷,倪国强,徐大琦.利用Hyperion短波红外高光谱数据勘探天然气的研究[J].红外与毫米波学报,2008,27(3):210-223.]

[33]Goetz A.Spectroscopic Remote Sensing for Geological Applications[C]// Proceedings of SPIE 0268,Los Angeles,USA:SPIE,1981.

[34]Goetz A,Vane G,Solomon J.et al.Imaging Spectrometry for Earth Remote Sensing[J].Science,1985,228(1985):1147.

[35]Link W K.Significance of Oil and Gas Seeps in World Oil Exploration[J].AAPG Bulletin,1952,36(8):1505-1540.

[36]Horvitz,L.Geochemical Exploration for Petroleum[J].Science,1985,229(4716):812-827.

[37]Clarke R H,Cleverly R W.Petroleum Seepage and Post-accumulation Migration[C]//England W A,Fleet A J.Petroleum Migration,London:Geological Society,1991.

[38]Abrams M A.Significance of Hydrocarbon Seepage Relative to Petroleum Generation and Entrapment[J].Marine and Petroleum Geology,2005,22(4):457-477.[39]Etiope G.A Global Dataset of onshore Gas and Oil Seeps:A New Tool for Hydrocarbon Exploration[M/OL].Oil and Gas Business.Electronic Scientific Journal,http://www.ogbus.ru/eng/authors/etiope/etiope_1.pdf,[2009],[2013].

[40]Cloutis A.Spectral Reflectance Properties of Hydrocarbons:Remote-Sensing Implications[J].Science,1989,245(4914):165-168.

[41]Allen C S,Satterwhite M B.Reflectance Spectra of Three Liquid Hydrocarbons on a Common Sand Type,Algorithms and Technologies for Multispectral,Hyperspectral and Ultraspectral Imagery XII Pts 1 and 2[C]// Proceedings of SPIE 6233,Orlando,Florida,USA:SPIE,2006.

[42]Allen C S,Krekeler M P S.Reflectance Spectra of Crude Oils and Refined Petroleum Products on a Variety of Common Substrates.[C]// Proceedings of SPIE 7687,Active and Passive Signatures,Orlando,Florida USA:SPIE,2010.

[43]Andreoli G,Bulgarelli B,Hosgood B.et al.Hyperspectral Analysis of Oil and Oil-impacted Soils for Remote Sensing Purposes[M/OL].http://publications.jrc.ec.europa.eu/repository/handle/111111111/5106,2007,2013.

[44]Lu Y C,Tian Q J,Wang X C,et al.Experimental Study on Spectral Responses of offshore Oil Slick[J].Science in China Press,2008,53(9):1085 -1088.[45]Talita L,Souza Filho C R.Spectroscopic Characterization of Oils Yielded from Brazilian Offshore Basins:Potential Applications of Remote Sensing[J].Remote Sensing of Environment,2011,115(10):2525-2535

[46]Peter H,Brigette A M.Using the HyMap Airborne Hyperspectral Sensor for Offshore Seepage Mapping[C]//ASEG Extended Abstracts,ASEG2004-17th Geophysical Conference,Sydney,Australia:CSIRO,2004.

[47]Andrzej P R.Spectral Detection of Oil and Gas Seeps on the Ocean Using Airborne and Satellite Sensors[C]// Proceedings of AAPG international Conference and Exhibition,Perth,Australia,AAPG,2006.

[48]Roberts D A,Bradley E S,Cheung R,et al.Mapping Methane Emissions from a Marine Geological Seep Source Using Imaging Spectrometry[J].Remote Sensing of Environment,2010,114(3):592-606.

[49]Kuhn F,Oppermann K,Horig B.Hydrocarbon Index-an Algorithm for Hyperspectral Detection of Hydrocarbons[J].International Journal of Remote Sensing,2004,25(12):2467-2473.

[50]Christopher M,Robert K.Hyperspectral Imaging of Ancient Hydrocarbon Seeps,Wind River Basin,Wyoming[C]// Proceedings of the Thirteenth International Conference on Applied Geologic Remote Sensing,Vancouver,BC,Canada:Veridian ERIM,1999.

[51]Mccoy R,Blake J,andrews K.Detecting Hydrocarbon Microseepage Using Hydrocarbon Absorption Bands of Reflectance Spectra of Surface Soils[J].Oil and Gas Journal,2001,28(5):40-45.

[52]John B,Cynthia D,Anna L,et al.Stepwise Processing and Photointerpretation-keys in Using ASTER Imagery for Mineral Indications of Hydrocarbon Microseepage[C]//Proceedings of AAPG Annual Convention,San Antonio,Texas,USA:AAPG,2008.

[53]Noomen M F.Hyperspectral Reflectance of Vegetation Affected by Underground Hydrocarbon Gas Seepage[M].Netherlands:Wageningen Universiteit,2007.

[54]Bammel B H,Birnie R W.Spectral Reflectance Response of Big Sagebrush to Hydrocarbon-induced Stress in the Bighorn Basin,Wyoming[J].Photogrammetic Engineering & Remote Sensing,1994,6(1):87-96.

[55]Yang H,Zhang J,Meer F V D.et al.Imaging Spectrometry Data Correlated to Hydrocarbon Microseepage[J].International Journal of Remote Sensing,2000,21(1):197-202.

[56]Yang H,Van Der Meer F D,Zhang J M.Aerospace Detection of Hydrocarbon-induced Alteration[M].Hale M.Geochemical Remote Sensing of the Subsurface,Amsterdam:Elsevier,2000.[57]Freek M,Paul D,Harald W,et al.Remote Sensing and Petroleum Seepage:A Review and Case Study[J].Terra Nova ,2002,14(1):1-17.

[58]Smith K L,Steven M D,Colls J J.Use of Hyperspectral Derivative Ratios in the Red-edge Region to Identify Plant Stress Responses to Gas Leaks[J].Remote Sensing of Environment,2004,92(2):207-217.

[59]Li L,Ustin S L,Lay M.Application of AVIRIS Data in Detection of Oil-induced Vegetation Stress and Cover Change at Jornada,New Mexico[J].Remote Sensing of Environment,2005,94(1):1-16.

[60]Souza Filho C R D,Augusto V,Oliveira W,et al.Hydrocarbon Seepage Detection Through Geobotanic and Multi-temporal Remote Sensing:A Case Study on Remanso Do Fogo(MG)[J].Revista Brasileira de Geociê Ncias,2008,38(2):228-243.

[61]Ellis J M,Davis H H,Quinn M B.Airborne Hyperspectral Imagery for the Petroleum industry[C]// Proceedings of the Fourteenth International Conference on Applied Geologic Remote Sensing.Las Vegas,Nevada,USA:Veridian ERIM,2000.

[62]Horig B,Kuhn F,Oschutz F.Hymap Hyperspectral Remote Sensing to Detect Hydrocarbons[J].International Journal of Remote Sensing,2001,22(8):1413-1422.

[63]Magnus W,Paul J D,Graham A,et al.Assessing the Effect of Hydrocarbon Oil Type and Thickness on A Remote Sensing Signal:A Sensitivity Study based on the Optical Properties of Two Different Oil Types and the HyMap and Quick Bird Sensors[J].Remote Sensing of Environment,2009,113(9):2000-2010.

[64]Khan S D,Jacobson S.Remote Sensing and Geochemistry for Detecting Hydrocarbon Microseepages[J].Geological Society of America Bulletin,2008,120(1-2):96-105. 

[65]Xiao J W,Tian Q J,Lu Y C,et al.Extraction of Hydrocarbon Content Information by Using Hyperspectral Image at Liaodong Bay,China.2010[C]// Proceedings of 18th International Conference on Geoinformatics,Beijing,China:IEEE,2010.

[66]Xu D Q,Ni G Q,Jiang L L,et al.Exploring for Natural Gas Using Reflectance Spectra of Surface Soils[J].Advances in Space Research.2008,41(11):1800-1817.

[67]Tian S F,Chen J P,Zhou M.The Information of Oil and Gas Micro-Seepage in Dongsheng Region of Inner Mongolia Extraction based on the Airborne Hyperspectral Remote Sensing Image[C]// Proceeding of SPIE 7123,Beijing,China:SPIE,2008.

[68]Su Junying.Hyperspectral Images Segment Algorithm based on Fractal Measurement with Wavelet Coefficient of Spectral Response Curve[J].Remote Sensing Technology and Application,2012,27(4):555-559.[苏俊英.基于光谱曲线小波系数分维测度的高光谱影像高效分割方法[J].遥感技术与应用,2012,27(4):555-559.] 

[69]Choi E,Choi J,Kang M G.Super-resolution Approach to Overcome Physical Limitations of Imaging Sensors:An Overview[J].International Journal of Imaging Systems and Technology,2004,14(2):36-46.

[70]Capel D,Zisserman A.Super-resolution From Multiple Views Using Learnt Image Models[C]// Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition,Kauai,USA:IEEE,2001.

[71]Merino M T,Nunez J.Super-resolution of Remotely Sensed Images with Variable-pixel Linear Reconstruction[J].IEEE Transactions on Geoscience and Remote Sensing,2007,45(5):1446-1457.

[72]Eismann M T,Hardie R C.Application of the Stochastic Mixing Model to Hyperspectral Resolution Enhancement[J].IEEE Transactions on Geoscience and Remote Sensing,2004,42(9):1924-1933.

[73]Rakesh P,Dhirubhai A,Manjunath J.Super-resolution of Hyper Spectral Images Using Compressive Sensing based Approach[C]// Proceedings of XXII Congress of ISPRS2012,Melbourne,Australia:ISPRS,2012.

[74]Usama F U,Piatetsky-Shapiro G,Smyth P.From Data Mining to Knowledge Discovery in Databases[J].AI Magazine,1996,17(3):37-54.

[75]Kruse F A.Identification and Mapping of Minerals in Drill Core Using Hyperspectral Image Analysis of Infrared Reflectance Spectra[J].International Journal of Remote Sensing,1996,17(9):1623-1632.

[76]Huntington J,Whitbourn L,Mason P,et al.Hylogging-voluminous Industrial-scale Reflectance Spectroscopy of the Earth’s Subsurface[C]//Proceedings of ASD and IEEE GRSS Conference on Art,Science and Applications of Reflectance Spectroscopy Symposium,Boulder,Colorado,USA:IEEE,2011.

[77]Tappert M,Rivard B,Giles D,et al.Automated Drill Core Logging Using Visible and Near-infrared Reflectance Spectroscopy:a Case Study from the Olympic Dam Iocg Deposit,South Australia[J].Economic Geology,2011,106(2):289-296.


 


 

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