簡易檢索 / 詳目顯示

研究生: 鍾佳芳
論文名稱: 2D磁力信號之小波轉換與適應性濾波處理
指導教授: 鄭懌
學位類別: 碩士
Master
系所名稱: 地球科學系
Department of Earth Sciences
論文出版年: 2007
畢業學年度: 95
語文別: 中文
論文頁數: 100
中文關鍵詞: 磁力小波
論文種類: 學術論文
相關次數: 點閱:208下載:60
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • 摘要
    利用磁力法探測地下構造或目標物時,環境存在著許多雜信,常見者如:遠處長波雜信、隨機無序分布之雜信以及背景磁力的變化等等,所以其所量測到的磁力數據往往都必須經過濾波的步驟後,方能初步判讀出目標物位置或地下構造。
    本研究的模型測試證實小波多層次分析與適性濾波(本文意指維那與中值濾波兩者)對雜信濾除的可行性後,將野外1D和2D磁力數據透過小波多層次分析與適應性濾波將野外雜信濾除,並將信號加以重組分析,爾後,再進行信號分析以辨識地下構造(地層層面)。
    本研究測區地下構造為砂頁岩互層之傾斜地層,測區內除上述野外常見的雜信外,還有來自側向岩壁效應的雜信。經濾波分析結果顯示適應性濾波可有效濾除隨機無序的雜信;而小波多層次分析則有助於信號重組時的對於高低頻雜信的篩選,因此在本研究中成功的強調出地下淺層構造信號並得以辨識出地層層面位置。

    誌謝……………………Ι 摘要……………………Ⅱ 目錄……………………Ⅲ 圖目……………………Ⅴ 表目……………………Ⅵ 第一章 緒論 1-1 前言………………………………………………………1 1-2 研究動機與目的…………………………………………2 1-3 小波分析在地球物理探勘的應用………………………4 第二章 理論介紹 2-1 磁力探勘理論與方式……………………………………6 2-2 小波理論 2-2-1 小波簡介……………………………………………9 2-2-2 小波轉換……………………………………………11 2-2-3 一維信號小波轉換 2-2-4.1 一維信號小波轉換……………………………14 2-2-4.2 一維信號小波分析 …………………………16 2-2-4 二維信號小波轉換與分析 2-2-4.1 二維信號小波轉換……………………………19 2-2-4.2 二維信號小波分析 …………………………20 2-3 二維適應性濾波 2-3-1 二維維那濾波(2D wiener filter) ………………24 2-3-2 二維中值濾波(2D median filter) ………………25 第三章 儀器與測區地質環境介紹 3-1 儀器簡介……………………………………………………26 3-2 測區環境簡介環境 3-2-1 峨眉地理交通位置……………………………………29 3-2-2 峨眉地質環境簡介……………………………………30 3-3 測區測線分佈與岩性概況 3-3-1第一測區測線分佈與岩性概況…………………………33 3-3-2第二測區測線分佈與岩性概況…………………………38 第四章 模型建立的分析 4-1 測試一:模型一,單地層信號的建立與分析………………43 4-2 測試二:模型二,多地層信號的建立與分析………………46 4-3 測試結果………………………………………………………52 第五章 資料處理與分析 5-1 資料處理流程…………………………………………………54 5-2 資料處理與分析………………………………………………55 5-2-1 第一測區資料處理與分析 5-2-1.1 1D小波與適應性濾波 …………………………………57 5-2-1.2 2D小波與適應性濾波 …………………………59 5-2-2 第二測區資料處理與分析 5-2-1.1 1D小波與適應性濾波……………………………63 5-2-1.2 2D小波與適應性濾波 …………………………65 第六章 結果與討論 6-1 信號重組結果…………………………………………………69 6-1-1 第一測區之濾波分析 6-1-1.1 第一測區之1.5D濾波分析………………………70 6-1-1,1 第一測區之2D濾波分析…………………………74 6-1-2 第二測區之濾波分析 6-1-2.1 第二測區之1.5D濾波分析………………………76 6-1-2,2 第二測區之2D濾波分析 ………………………80 6-2 小波分析與地層對比…………………………………………82 6-3 結果與討論……………………………………………………87 第七章 結論…………………………………………………………91 參考文獻 ……………………………………………………………93

    參考文獻

    Abbate, A., C. DeCusatis, and P. K. Das, 2002, Wavelet and subbands: fundament and application: Birkhauser.

    Benson, A. K., and A. R. Floyd, 2000, Application of gravity and magnetic methods to assess geological hazards and natural resource potential in the Mosida Hills, Utah County, Utah: Geophysics, 65, 1514-1526.

    Breiner, S., 1973, Applications manual for portable magnetometer: Geometrics.

    Burazer, M., M. Grbović, and V. Žitko, 2001, Magnetic data processing for hydrocarbon exploration in the Pannonian Basin, Yugoslavia: Geophysics, 66, 1669-1679.

    Chapin, D. A., 1997, Wavelet transforms: A new paradigm for interpreting gravity and magnetics data?: 67th Annual Internat, SEG, Expanded Abstracts, 16, 486-489.

    Chávez, R. E., M. E. Cámare, A. Telero, L. Barba, and L. Manzanilla, 2001, Site characterization by geophysical methods in the archaeological zone of Teotihuacan, Mexico: Journal of Archaeological Science, 28, 1265-1276.

    Cooper, G. R. J., 2006, Manual of the maghelp program, URL: www.wits.ac.za/science/geophysics/gc.htm

    Daubechies, I., 1992, Ten lectures on wavelet: S. I. A. N. PRESS.

    Debnath, L., 2002, Wavelet transforms and their applications: Birkhauser.

    Deighan, A. J., and D. R. Watts, 1997, Ground-roll suppression using the wavelet transform: Geophysics, 62, 1896-1903.

    Desvignes, G., A. Tabbage, and C. Bench, 1999, The determination of the depth of magnetic anomaly sources: Archaeological Prospecting, 6, 85-105.

    Dobrin, M. B., and C. H. Savit, 1988, Introduction to geophysical prospecting: McGraw-Hill BooK Co.

    Eppelbaum, L. V., B. E. Khesin, and S. E. Iktis, 2001, Prompt magnetic investigation of archaeological remains in areas of infrastructure development: Israeli Experience: Archaeological Prospecting, 8, 163-185.

    Eppelbaum, L. V., Z. Ben-Avraham, and S. E. Iktis, 2003, Ancient Roman remains in Israel provide a challenge for physical-archaeological modeling techniques: First Break, 21, 51-61.

    Fedi, M., and G. Florio, 2001, Detection of potential field source boundaries by enhanced horizontal derivative method: Geophysical Prospecting, 49, 40-58.

    Fedi, M., and G. Florio, 2003, Decorrugation and removal of directional trends of magnetic fields by the wavelet transform: application to archaeological areas: Geophysical Prospecting, 51, 261-272.

    Fedi, M., and T. Quarta, 1998, Wavelet analysis for the regional-residual and local separation of potential field anomalies: Geophysical Prospecting, 46, 507-525.

    Foster, D. J., C. C. Mosher, and S. Hassanzadeh, 1994, Wavelet transform methods for geophysical applications: 64th Annual Internat, SEG, Expanded Abstracts, 13, 1465-1468.

    Fourfoula-Georgiou, E., and P. Kumar, 1994, Wavelets in geophysics: Academic Press.

    Galibert, P. Y., L. Duval, and R. Dupont., 2002, Practical aspects of 3D coherent noise filtering using (F-Kx-Ky) or wavelet transform filer: 72nd Annual Internat, SEG, Expanded Abstracts, 21, 2241-2244.
    GEM System Inc, 2001, GSM-19 v6.0 Instruction Manual.

    Goupillaud, P., A. Grossmann, and L. Morlet, 1983, Cycle-octave representation for instantaneous frequency spectra: 53rd Annual Internat, SEG, Expanded Abstracts, 2, 613-615.

    Herwanger, J., H. Maurer, A. G. Green, and J. Leckebusc, 2003, 3-D inversions of magnetic gradiometer date in archeological prospecting:
    Possibilities and limitations: Geophysics, 65, 849-860.

    Hsu, S.-K., J.-C. Sibuet, and C.-T. Shyu, 1996, High-resolution detection of geologic boundaries from potential-field anomalies: An enhanced analytic signal technique: Geophysics, 61, 373-386.

    Hubbard, B. B., 1998, The world according to wavelet: the story of a mathematical technique the making: A. K. Peters.

    Ioup, J. W., and G. E. Ioup, 1998, Noise removal and compression using a wavelet transform: 68th Annual Internat, SEG, Expanded Abstracts, 17, 1076-1079.

    Jeng, Y., 1995, Shallow seismic investigation of a site with poor reflection quality: Geophysics, 60, 1715-1726.

    Jeng, Y., C.-S. Chen, H.-M. Yu, A. S.-R. Jeng, C.-Y. Tang, and M.-J. Lin, Ultrashallow seismic experiment on a trenched section of the Chelunpu fault zone, Taiwan: Tectonophysics, doi:10.1016/j.tecto.2007.01.021, ( in press, available online ).

    Jeng, Y., M.-J. Lin, C.-S. Chen, and Y.-H. Wang, 2007, Noise reduction and data recovery for a very low frequency electromagnetic survey using the nonlinear decomposition method: Geophysics, ( accepted ).

    Jeng, Y., Y.-L, Lee, C. Y. Chen, and M.-J. Lin, 2003, Integrated signal enhancements in magnetic investigation in archaeology: Journal of Applied Geophysics, 53, 31-48.

    Kearey, P., and M. Brooks, 1984, An introduction to geophysical exploration: Blackwell Scientific Publications.

    Lane, F. D., and D. J. Foster, 1996, Introduction to wavelet transforms : 66th Annual Internat, SEG, Expanded Abstracts, 15, 2044

    Leblanc, G. E., and W. A. Morris, 2001, Denoising of aeromagnetic data via the wavelet transform: Geophysics, 66, 1793-1804.

    Leblanc, G. E., W. A. Morris, and B. Robinsson, 1998, Wavelet analysis approach to de-noising of magnetic data: 68th Annual Internat, SEG, Expanded Abstracts, 17, 554-557.

    Li, Y., and D. W. Oldenburg, 1996, 3-D inversion of magnetic date: Geophysics, 61, 394-408.

    Lin, S., Y. Liu, and Y. Li, 1996, Time-frequency decomposition applied to full waveform sonic data processing: 66th Annual Internat, SEG, Expanded Abstracts, 15, 142-145.

    Louis, A. K., D. Maass, and A. Rieder, 1997, Wavelet: Theory and applications: John Wiley & Sons, Inc.

    Lyrio, J. C. S. O., 2001, Wavelet denoising of gravity gradiometry data: 71st Annual Internat, SEG, Expanded Abstracts, 20, 1474-1477.

    Matos, M. C., and P. L. M. Osorio, 2002, Wavelet transform filtering in the 1D and 2D for ground roll suppression: 72nd Annual Internat, SEG, Expanded Abstracts, 21, 2245-2248.

    Mato, X., and S. Cheadle, 1998, Noise attenuation with wavelet transforms: 68th Annual Internat, SEG, Expanded Abstracts, 17, 1072-1075.

    Mato, M. G., and W. M. Moon, 1994, Application wavelet transform in seismic data processing: 64th Annual Internat, SEG, Expanded Abstracts, 13, 1461-1464.

    Morlet, J., G. Arens, E. Fourgeau, and D. Glard, 1982a, Wave propagation and sampling theory – Part I: Complex signal and scattering in multilayered media: Geophysics, 47, 203-221.

    Morlet, J., G. Arens, E. Fourgeau, and D. Glard, 1982b, Wave propagation and sampling theory – Part Π: Sampling theory and complex waves: Geophysics, 47, 222-236.

    Mushayandebvu, M. F., P. van Driel, A. B. Reid, and J. D. Fairhead, 2001, Magnetic source parameter of two-dimensional structures using rxtended Euler deconvolution: Geophysics, 66, 814-823.

    Nguyen, M. Q., and J. Mars, 1999, Filtering surface waves using 2D discrete wavelet transform: 69th Annual Internat, SEG, Expanded Abstracts, 18, 1228-1230.

    Pirttijärvi, M., 2003, Manual of the magrism program, URL: http://www.gf.oulu.fi/~mpi.

    Ridsdill-Smith, T. A., and M. C. Dentith, 1999, The wavelet transform in aeromagnetic processing: Geophysics, 64, 1003-1013.

    Ridsdill-Smith, T. A., 1998, Separating aeromagnetic anomalies using wavelet matched filters: 68th Annual Internat, SEG, Expanded Abstracts, 17, 550-553.

    Robinson, E. S., and C. Coruh, 1988, Basic exploration geophysics: John Wiley & Sons, Inc.

    Sambuelli, L., L. V. Socco, and L. Brecciaroli, 1999, Acquisition and processing of electric, magnetic and GPR data on a Roman site (Victimulae, Salussola, Biella): Journal of Applied Geophysics, 41, 189-204.

    Sarkar, T. K., M. Salazar-Palma, and M. C. Wicks, 2002, Wavelet applications in engineering electromagnetics: Artech House.

    Sarma, B. S. P., B. K. Verma, and S. V. Satyanarayana, 1999, Magnetic mapping of Majhgawan diamond pipe of central India: Geophysics, 64, 1735-1739.

    Steeples, D. W., 2001, Engineering and environmental geophysics at the millennium: Geophysics, 66, 31-35.

    Strang, G., and T. Nguyen,1997, Wavelet and filter banks: Wellesley-Cambridge.

    Sun, S., J. P. Castagna, and R. Siegfried, 2002, Examples of wavelet transform time-frequency analysis in direct hydrocarbon detection: 72nd Annual Internat, SEG, Expanded Abstracts, 21, 457-460.

    The MathWorks, Inc., 2000, WaveletToolbox User’s Guide.

    李玉龍,1998,曲冰遺址之地磁特性分析,碩士論文,國立台灣師範大學地球科學研究所。

    吳湘淇,1996,信號、系統與信號處理(下),電子工業出版社。

    呂銘杰,2001,DSP在影像處理的應用與研究,碩士論,國立台灣科技大學機文械工程研究所。

    林俊宏,2006,透地雷達數據之2D小波圖形化重構濾波,碩士論文,國立台灣師範大學地球科學研究所。

    林銘駿,1999,甚低頻電磁法之淺層探測,碩士論文,國立台灣師範大學地球科學研究所。

    長思科技產品研發中心,MATLAB6.輔助小波分析與應用,電子工業出版社。

    紀凱屏,2001,影像雜訊過濾方法與效果探討,碩士論文,國立成功大學測量工程學系研究所。

    紀凱屏、蔡展榮,2002,時頻濾波器過濾影像雜誌之效果,航測及搖測學刊,7卷4期,1-16。

    徐百輝,2005,小波轉換應用於Lidar資料建物萃取之研究,2005內政佈『辦理LIDAR之高精度及高解析度數值地型測繪、資料庫建置與應用推廣工作案』成果發表暨應用研討會,211-220。

    陳宗元,1999,磁力探勘考古法研究-石棺模型及野外案例探討,碩士論文,國立台灣師範大學地球科學研究所。

    唐周宜,2005,透地雷達測勘之小波與希伯特轉換整合分析,碩士論文,國立台灣師範大學地球科學研究所。

    經濟部中央地質調查所, 2007, 地質資料整合系統。

    鄭軒儒,2004,淺層磁力探勘之小波分析,碩士論文,國立台灣師範大學地球科學研究所。

    賴伯倫,1999,小波理論於數值地型模型之多重解析度分析,碩士論文,國立台灣大學土木工程學研究所。

    羅華強,2003,訊號處理-MATLAB的應用,全華圖書公司

    繆紹綱,2003,數為影像處理-活用MATLAB,全華圖書公司

    QR CODE