协同利用高光谱与多光谱遥感技术提取油气异常信息

刘佳; 汪大明; 刘德长; 郑鸿瑞; 李志忠; 隋正伟

doi:10.3799/dqkx.2015.120

Volume 40 Issue 8

Aug. 2015

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Article Navigation > Earth Science > 2015 > 40(8): 1371-1380

Liu Jia, Wang Daming, Liu Dechang, Zheng Hongrui, Li Zhizhong, Sui Zhengwei, 2015. Oil and Gas Anomaly Extraction by Combining Hyperspectral Image Data with Multispectral Image Data. Earth Science, 40(8): 1371-1380. doi: 10.3799/dqkx.2015.120

Citation:

Liu Jia, Wang Daming, Liu Dechang, Zheng Hongrui, Li Zhizhong, Sui Zhengwei, 2015. Oil and Gas Anomaly Extraction by Combining Hyperspectral Image Data with Multispectral Image Data. Earth Science, 40(8): 1371-1380. doi: 10.3799/dqkx.2015.120

Citation:

Liu Jia, Wang Daming, Liu Dechang, Zheng Hongrui, Li Zhizhong, Sui Zhengwei, 2015. Oil and Gas Anomaly Extraction by Combining Hyperspectral Image Data with Multispectral Image Data. Earth Science, 40(8): 1371-1380. doi: 10.3799/dqkx.2015.120

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Oil and Gas Anomaly Extraction by Combining Hyperspectral Image Data with Multispectral Image Data

doi: 10.3799/dqkx.2015.120

1.
Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100101, China
2.
Oil & Gas Survey, China Geological Survey, Beijing 100029, China
3.
CNNC Beijing Research Institute of Uranium Geology, Beijing 100029, China
4.
Qidong Center of Photoelectricity and Remote Sensing, Chinese Academy of Sciences, Qidong 226236, China
5.
China Centre for Resources Satellite Data and Application, Beijing 100094, China

Received Date: 2015-04-30
Publish Date: 2015-08-01

Abstract

Abstract

In order to verify the anomalies without any field survey data in remote sensing image caused by hydrocarbon micro seepage phenomenon, the multispectral image and hyperspectral image anomaly interpretation results are used to verify each other in this paper. A new method to confirm the multispectral principal component aberrant threshold value by counting the multispectral pixel value located in the hyperspectral anomaly area is proposed. The overlap rate between the multispectral image anomalies divided by the new method and the hyperspectral image anomay area is computed at 98.808%, higher than the traditional principal component threshold technology.
- hyperspectral image,
- multispectral image,
- remote sensing,
- oil and gas anomaly extraction,
- anomaly threshold,
- anomaly verification

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References(38)

References

Chen, J.M., Sun, W.D., Yan, B.K., et al., 2009. The Application and Research of the Anomaly Extraction Process Base on the ASTER Multi-Spectral Remote Sensing in Tianhu Iron Ore Mine. Xinjiang Geology, 27(4): 368-372 (in Chinese with English abstract). http://en.cnki.com.cn/Article_en/CJFDTOTAL-XJDI200904017.htm

Dai, J.J., Qu, X.M., Xin, H.B., 2010. Extraction of Alteration Mineral Information Using ASTER Remote Sensing Data in Duolong Area, Tibet, China. Geological Bulletin of China, 29(5): 752-759 (in Chinese with English abstract). http://en.cnki.com.cn/Article_en/CJFDTOTAL-ZQYD201005016.htm

Guan, Z., Tian, Q.J., 2006. A Summary of Oil/Gas Optical Remote Sensing. Natural Gas Industry, 26(11): 44-48 (in Chinese with English abstract). http://en.cnki.com.cn/Article_en/CJFDTotal-TRQG200611014.htm

Hou, W.G., 2002. Research of Geochemical and Remote-Sensing Techniques to the Exploration of Oil and Gas in Northern Tarim Basin. Computing Techniques for Geophysical and Geochemical Exploration, 24(1): 6-11(in Chinese with English abstract). doi: 10.3321/j.issn:1000-0976.2006.11.014

Jin, J., Yang, R.H., Li, J.C., 2013. Research and Application of ASTER Data Alteration Minerals Information Extraction Technology. Scientific and Technological Management of Land and Resources, 30(4): 62-69(in Chinese with English abstract). doi: 10.3969/j.issn.1009-4210.2013.04.010

Khan, S.D., Jacobson, S., 2008. Remote Sensing and Geochemistry for Detecting Hydrocarbon Microseepages. Geological Society of America Bulletin, 120(1-2): 96-105. doi: 10.1130/0016-7606(2008)120[96:rsagfd]2.0.co;2

Li, Y., He, Y., Lan, G.X., 2011. Atmospherical Correction of Hyperion Hyperspectral Imagery Based on Empirical Line Calibration Method. Journal of Dalian Maritime University, 37(2): 117-119 (in Chinese with English abstract). http://en.cnki.com.cn/Article_en/CJFDTOTAL-DLHS201102031.htm

Liu, L.J., Pang, Y., Fan, W.Y., et al., 2001. Integration of Airborne Hyperspectral CASI and SASI Data for Tree Species Mapping in the Boreal Forest, China. Remote Sensing Technology and Application, 26(2): 129-136 (in Chinese with English abstract). http://en.cnki.com.cn/Article_en/CJFDTOTAL-YGJS201102002.htm

Lü, F.J., Hao, Y.S., Shi, J., et al., 2009. Alteration Remote Sensing Anomaly Extraction Based on ASTER Remote Sensing Data. Acta Geoscientica Sinica, 30(2): 271-276 (in Chinese with English abstract). http://en.cnki.com.cn/Article_en/CJFDTOTAL-DQXB200902019.htm

Shang, L., 2011. Structural Features and Depositional Systems in Southeastern Junggar Basin(Dissertation). China University of Petroleum, Beijing (in Chinese with English abstract).

Singhroy, V., Stanton-Gray, R., Springer, J., 1986. Spectral Geobotanical Investigation of Mineralized till Sites. Proceedings of the Fifth Thematic Conference, Remote Sensing for Exploration Geology, Reno.

Tan, Q., 2004. Remote Sensing Prediction Technique in Oil and Gas Exploration. Natural Gas Industry, 24(3): 44-48(in Chinese with English abstract). doi: 10.3321/j.issn:1000-0976.2004.03.013

Wang, C.L., Chen, J.F., 2004. Extracting the Information of Concrete/Urban Development from High Spectrum Resolution Image of ASTER. Geo-Information Science, 6(2): 106-108, 124 (in Chinese with English abstract). http://en.cnki.com.cn/Article_en/CJFDTOTAL-DQXX200402025.htm

Yang, J.Z., 2007. The Technical System of Multispectral Remote Sensing Anomaly Extraction. Remote Sensing for Land & Resources, (4): 43-48(in Chinese with English abstract). doi: 10.3969/j.issn.1001-070X.2007.04.009

Ye, F.W., Liu, D.C., Zhao, Y.J., 2011. Airborne Hyper-Spectral Survey System CASI/SASI and Its Preliminary Application in Uranium Exploration. World Nuclear Geoscience, 28(4): 231-236(in Chinese with English abstract). doi: 10.3969/j.issn.1672-0636.2011.04.008

Ye, F.W., Liu, D.C., Zhao, Y.J., et al., 2008. Extraction and Analysis of Reducing Alteration Information of Oil-Gas in Bashibulake Uranium Ore District Based on ASTER Remote Sensing Data. World Nuclear Geoscience, 25(4): 223-230(in Chinese with English abstract). doi: 10.3969/j.issn.1672-0636.2008.04.006

Yu, C.H., Wu, X.B., Yan, S.X., 2012. Research on ASTER Band Ratio to Extract Red Clay in Southwest Guizhou. Remote Sensing Information, (2): 96-102. doi: 10.3969/j.issn.1000-3177.2012.02.019(in Chinese with English abstract).

Zhang, Y.J., Zeng, Z.M., Chen, W., 2003. The Methods for Extraction of Alteration Anomalies from the ETM+(TM) Data and Their Application: Method Selection and Technological Flow Chart. Remote Sensing for Land & Resources, 56(2): 44-50(in Chinese with English abstract). doi: 10.6046/gtzyyg.2003.02.11

Zhao, X.M., 2007. Study on Using Hyperspectral Remote Sensing to Explore Oil & Gas Resources Based on Hydrocarbon Microseepage Theory(Dissertation). China University of Geosciences, Beijing (in Chinese with English abstract).

Zhou, M., 2007. Study on the Hyperspectral Information Extraction of Oil and Gas Microseepage—Take the Eastern Inneer Mongolia Region for Example(Dissertation). China University of Geosciences, Beijing (in Chinese with English abstract).

陈建明, 孙卫东, 闫柏琨, 等, 2009. Aster多光谱遥感异常提取在新疆天湖铁矿中的应用. 新疆地质, 27(4): 368-372. doi: 10.3969/j.issn.1000-8845.2009.04.014

代晶晶, 曲晓明, 辛洪波, 2010. 基于ASTER遥感数据的西藏多龙矿集区示矿信息的提取. 地质通报, 29(5): 752-759. doi: 10.3969/j.issn.1671-2552.2010.05.016

管仲, 田庆久, 2006. 油气光学遥感研究综述. 天然气工业, 26(11): 44-48. doi: 10.3321/j.issn:1000-0976.2006.11.014

侯卫国, 2002. 塔北地区化探遥感技术探测油气藏的研究. 物探化探计算技术, 24(1): 6-11. doi: 10.3969/j.issn.1001-1749.2002.01.002

靳娟, 杨日红, 李家存, 2013. ASTER数据蚀变矿物信息提取技术研究及其应用综述. 国土资源科技管理, 30(4): 62-69. doi: 10.3969/j.issn.1009-4210.2013.04.010

刘丽娟, 庞勇, 范文义, 等, 2011. 整合机载CASI和SASI高光谱数据的北方森林树种填图研究. 遥感技术与应用, 26(2): 129-136. https://www.cnki.com.cn/Article/CJFDTOTAL-YGJS201102002.htm

李颖, 何莹, 兰国新, 2011. 基于经验线性法的Hyperion影像大气校正. 大连海事大学学报, 37(2): 117-119. https://www.cnki.com.cn/Article/CJFDTOTAL-DLHS201102031.htm

吕凤军, 郝跃生, 石静, 等, 2009. ASTER遥感数据蚀变遥感异常提取研究. 地球学报, 30(2): 271-276. doi: 10.3321/j.issn:1006-3021.2009.02.017

商琳, 2011. 准东南部地区构造沉积体系研究(硕士学位论文). 北京: 中国石油大学.

谭青, 2004. 油气勘探中的遥感预测技术. 天然气工业, 24(3): 44-48. doi: 10.3321/j.issn:1000-0976.2004.03.013

王春兰, 陈健飞, 2004. ASTER高光谱影像提取地面人工建筑物信息的应用. 地球信息科学, 6(2): 106-108, 124. doi: 10.3969/j.issn.1560-8999.2004.02.024

杨金中, 2007. 多光谱遥感异常提取技术方法体系研究. 国土资源遥感, (4): 43-48. doi: 10.3969/j.issn.1001-070X.2007.04.009

叶发旺, 刘德长, 赵英俊, 2011. CASI/SASI航空高光谱遥感测量系统及其在铀矿勘查中的初步应用. 世界核地质科学, 28(4): 231-236. doi: 10.3969/j.issn.1672-0636.2011.04.008

叶发旺, 刘德长, 赵英俊, 等, 2008. 基于ASTER数据的巴什布拉克铀矿区油气还原蚀变信息提取与分析. 世界核地质科学, 25(4): 223-230. https://www.cnki.com.cn/Article/CJFDTOTAL-GWYD200804009.htm

于彩虹, 武晓波, 燕守勋, 2012. 提取黔西南红粘土的ASTER波段比值技术研究. 遥感信息, (2): 96-102. doi: 10.3969/j.issn.1000-3177.2012.02.019

张玉君, 曾朝铭, 陈薇, 2003. ETM+(TM)蚀变遥感异常提取方法研究与应用——方法选择和技术流程. 国土资源遥感, 56(2): 44-50. doi: 10.3969/j.issn.1001-070X.2003.02.011

赵欣梅, 2007. 基于烃类微渗漏理论的高光谱遥感油气异常探测方法研究(博士学位论文). 北京: 中国地质大学.

周密, 2007. 油气微渗漏的高光谱信息提取研究——以内蒙东胜地区为例(硕士学位论文). 北京: 中国地质大学.

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Oil and Gas Anomaly Extraction by Combining Hyperspectral Image Data with Multispectral Image Data

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