본문 바로가기
KERD
논문

지질자원 탐사를 위한 원격탐사 영상의 처리기법 및 활용 검토

Review of Remote Sensing Techniques and Applications for Geoscience and Mineral Resources

0

조회

0

다운로드

4

인용

0

참고문헌

키워드

주제분류자원공학

초록

이 연구에서는 지질자원 원격탐사에 활용되고 있는 광학센서들의 특성과 활용사례 등을 검토하였다. 또한 광물자원 및 광상탐사를 위해 활용되고 있는 주요 영상처리 기법들을 훈련지역에 실제로 적용해보고 각기법의 특성을 고찰하였다. 초기 지질자원 원격탐사 기술은 광물 및 광상 탐사에 주로 활용되었으며, 최근에는광학영상 뿐만 아니라 레이더 영상, 지구물리, 지구화학, 지질자료 등을 GIS를 사용해 통합 분석함으로써 지질구조 해석, 석유가스 탐사, 광산개발에 따른 환경평가 등에 활용하고 있다. 수백 개의 분광밴드로 구성된 초분광영상은 실제 지상에서 획득된 분광스펙트럼과 거의 유사하게 나타낼 수 있다. 이로 인해 보다 정확한 지표지질정보를 얻기 위한 새로운 초분광 영상 분석기법들이 개발되고 있다. 원격탐사 기술은 중앙아시아, 아프리카, 극지와 같은 환경적 문제나 정치적인 문제로 현장 접근이 어려운 지역에 자원탐사에 대한 기초자료 확보에효율적인 기여를 할 수 있을 것으로 판단되며, 이를 위해 국내에서도 지질자원 원격탐사 활용을 위한 보다 다양한 연구가 필요할 것으로 보인다.

Abstract

This study was examined for the characteristics of optical sensors and applications in remote sensing for the geoscience and mineral resources. The image processing methods for mineral and ore exploration were tested in the Cuprite, Nevada. Early remote sensing techniques were used for mineral and ore exploration. More recently, remote sensing is used for interpretation of geologic structure, oil and gas exploration, environmental assessment of mining, with integrated analysis of radar image, geophysical, geochemical and geological data, using GIS. Hyperspectral image with hundreds of spectral bands can appear substantially correct spectra acquired in the field. This led to development of new image analysis techniques to obtain more accurate surface geological information. Remote sensing is likely to be an effective first step for mineral exploration in africa, central asia and polar regions where direct access to field survey is difficult for political and geographical reasons.

참고문헌 (143)

  1. Abdelsalam, M.G., "Mapping Gossans in Arid Regions with Landsat TM and SIR-C Images: the Beddaho Alteration Zone in Northern Eritrea", J. of African Earth Sciences, 30(4), pp.903~916 (2000)
  2. Abrams, M.J., "Remote Sensing for Porphyry Copper Deposits in Southern Arizona", Economic Geology, 78(4), pp.591~604 (1983)
  3. Andreoli, G., "Hyperspectral Analysis of Oil and Oil-Impacted Soils for Remote Sensing Purposes", Office for Official Publications of the European Communities, pp.34~ (2007)
  4. Alteration Mapping Using Multispectral Images - Cuprite Mining District, Esmeralda County, "Ashley, R.P.", Geological Survey, 80~367 (1980)
  5. Bedini, E, "Mapping Lithology of the Sarfartoq Carbonatite Complex, Southern West Greenland, Using HyMap Imaging Spectrometer Data", Remote Sensing of Environment, 113(6), pp.1208~1219 (2009)
  6. Bedini, E, "Mineral Mapping in the Kap Simpson, Central EAST Greenland, Using HyMap and ASTER Remote Sensing Data", Advance in Space Research, 47(1), pp.60~73 (2011)
  7. Benoit, S., "A New Map of the Lava Flow Field of Nyamulagira (D.R. Congo) from Satellite Imagery", J. of African Earth Sciences, 58(5), pp.778~786 (2010)
  8. Bertoldi, L., "Mapping the Buraburi Granite in the Himalaya of Western Nepal: Remote Sensing Analysis in a Collisional Belt with Vegetation Cover and Extreme Variation of Topography", Remote Sensing of Environment, 115(5), pp.1129~1144 (2011)
  9. Bierwirth, P., "Hyperspectral Mapping of Mineral Assemblages Associated with Gold Mineralization in the Central Pilbara, Western Australia", Economic Geology, 97(4), pp.819~826 (2002)
  10. Blom, R.G., "Radar Image Processing for Rock-type Discrimination", IEEE Transactions of Geoscience and Remote Sensing, 20(3), pp.343~351 (1982)
  11. Boardman, J.W, "Automating Spectral Unmixing of AVIRIS Data Using Convex Geometry Concepts", Summaries of the 4th annual JPL Airborne Geoscience Workshop, 1, pp.11~14 (1993), JPL Publication
  12. Boardman, J.W, "Leveraging the High Dimensionality of AVIRIS Data for Improved Sub-Pixel Target Unmixing and Rejection of False Positives: Mixture Tuned Matched Filtering", Summaries of the 7th JPL Airborne Geoscience Workshop, 1, pp.55~56 (1998), JPL Publication
  13. Boardman, J.W., "Analysis of Imaging Spectrometer Data Using N-Dimensional Geometry and a Mixture-Tuned Matched Filtering Approach", IEEE Transactions of Geoscience and Remote Sensing, 49(11), pp.4138~4152 (2011)
  14. Bolin, B.J., "Sulfide Detection in Drill Core from the Stillwater Complex Using Visible", Near-Infrared Imaging Spectroscopy, 2003, pp.68, 1561~1568
  15. Bowers, T.L., "Remote Mineralogic and Lithologic Mapping of the Ice River Alkaline Complex, British Columbia, Canada, Using AVlRlS Data", Photogrammetric Engineering and Remote Sensing, 62(12), pp.1379~1385 (1996)
  16. Buchner, E., "Mousso Structure: a Deeply Eroded, Medium-Sized, Complex Impact Crater in Northern Chad?", J. of African Earth Sciences, 49(3), pp.71~78 (2007)
  17. Calvin, W.M., "Remote Sensing of Geothermal-Related Minerals for Resource Exploration in Nevada", Geothermics, 53, pp.517~526 (2015)
  18. Caran, C., "Lineament Analysis and Inference of Geologic Structureexamples From the Balcones", Ouachita Trend of Texas, 1981, pp.32(2-4), 59~69
  19. Carranza, E.J.M., "Mineral Imaging with Landsat Thematic Mapper Data for Hydrothermal Alteration Mapping in Heavily Vegetated Terrane", International J. of Remote Sensing, 23(22), pp.4827~4852 (2002)
  20. Carter, A.J., "ASTER- and Field-Based Observations at Bezymianny Volcano: Focus on the 11 May 2007 Pyroclastic Flow Deposit", Remote Sensing of Environment, 113(10), pp.2142~2151 (2009)
  21. Chabrillat, S., "Use of Hyperspectral Images in the Identification and Mapping of Expansive Clay Soils and the Role of Spatial Resolution", Remote Sensing of Environment, 82(2-3), pp.431~446 (2002)
  22. Chang, C-I, "An Information Theoretic Approach to Spectral Variability, Similarity, and Discrimination for Hyperspectral Image Analysis", IEEE Transactions on Information Theory, 46(5), pp.1927~1932 (2000)
  23. Chavez, P.S., "Extracting Spectral Contrast in Landsat Thematic Mapper Image Data Using Selective Principal Component Analysis", Photogrammetric Engineering and Remote Sensing, 55(3), pp.339~348 (1989)
  24. Chavez, P.S., "Statistical Methods for Selecting Landsat MSS Ratios", J. of Applied Photographic Engineering, 8(1), pp.23~30 (1982)
  25. Chernicoff, C.J., "Crustal Lineament Control on Magmatism and Mineralization in Northwestern Argentina: Geological, Geophysical, and Remote Sensing Evidence", Ore Geology Reviews, 21(3-4), pp.127~125 (2002)
  26. Christensen, P.R., "A Thermal Emission Spectral Library of Rock-forming Minerals", J of Geophysical Research, 105(E4), pp.9735~9739 (2000)
  27. Clark, R.N., "Reflectance Spectroscopy: Quantitative Analysis Techniques for Remote Sensing Applications", J of Geophysical Research, 89(B7), pp.6329~6340 (1984)
  28. Clark, R.N., "Imaging Spectroscopy; Earth and Planetary Remote Sensing with the USGS Tetracorder and Expert Systems", J. of Geophysical Research, 108(E12), pp.5131~ (2003)
  29. USGS Spectral Library splib06a, "Clark, R.N.", U.S. Geological Survey, ~, pp.Digital Data Series 231 (2007)
  30. Costa, R.D., "PhotoLin: a Program to Identify and Analyze Linear Structures in Aerial Photographs, Satellite Images and Maps", Computer and Geosciences, 27(5), pp.527~534 (2001)
  31. Crippen, R.E., "Measurement of Subresolution Terrain Displacements Using SPOT Panchromatic Imagery", Proc. of the IGARSS, pp.1667~1670 (1991)
  32. Crosta, A.P., "Enhancement of Landsat Thematic Mapper Imagery for Residual Soil Mapping in SW Minas Gerais State, Brazil: a Prospecting Case History in Greenstone Belt Terrain", 7th Thematic Conference on Remote Sensing for Exploration Geology, pp.1173~1187 (1989)
  33. Crosta, A.P., "Hydrothermal Alteration Mapping at Bodie, California, Using AVIRIS Hyperspectral Data", Remote Sensing of Environment, 65(3), pp.309~319 (1998)
  34. Crosta, A.P., "Targeting Key Allteration Minerals in Epithermal Deposits in Patagonia, Argentina, Using ASTER Imagery and Principal Component Analysis", International J. of Remote Sensing, 24(21), pp.4233~4240 (2003)
  35. Datt, B., "Preprocessing EO-1 Hyperion Hyperspectral Data to Support the Application of Agricultural Indexes", IEEE Transactions on Geoscience and Remote Sensing, 41(6), pp.1246~1259 (2003)
  36. Ducart, D.F., "Alteration Mineralogy at the Cerro La Mina Epithermal Prospect, Patagonia, Argentina: Field Mapping, Short-wave Infrared Spectroscopy, and ASTER Images", Economic Geology, 101(5), pp.981~996 (2006)
  37. Ehlmann, B.L., "Identification of Hydrated Silicate Minerals on Mars Using MRO-CRISM: Geologic Context Near Nili Fossae and Implications for Aqueous Alteration", J. of Geophysical Research, 114(E00D08) (2009)
  38. Evns, D.L., "“Multipolarization Radar Images for Geologic Mapping and Vegetation Discrimination", IEEE Transactions on Geoscience and Remote Sensing, 24(2), pp.246~257 (1988)
  39. Farrand, W.H., "Mapping the Distribution of Mine Tailings in the Coeur d'Alene River Valley, Idaho, through the Use of a Constrained Energy Minimization Technique", Remote Sensing of Environment, 59(1), pp.64~76 (1997)
  40. Ferrier, G, "Application of Imaging Spectrometer Data in Identifying Environmental Pollution Caused by Mining at Rodaquilar, Spain", Remote Sensing of Environment, 68(2), pp.125~137 (1999)
  41. Fraser, S.J, "Discrimination and Identification of Ferric Oxides Using Satellite Thematic Mapper Data: A Newman Case Study", International J. of Remote Sensing, 12(3), pp.635~641 (1991)
  42. Fu, B., "Mapping Active Fault Associated with the 2003 Mw 6.6 Bam (SE Iran) Earthquake with ASTER 3D Images", Remote Sensing of Environment, 92(2), pp.153~157 (2004)
  43. Fu, B., "Mapping Hydrocarbon-induced Mineralogical Alteration in the Northern Tian Shan Using ASTER Multispectral Data", Terra Nova, 19(4), pp.225~231 (2007)
  44. Gaffey, S.J, "Spectral Reflectance of Carbonate Minerals in the Visible and Near Infrared (0.35-2.55 Microns): Calcite, Aragonite, and Dolomite", American Mineralogist, 71(1-2), pp.151~162 (1986)
  45. Galvão, L.S., "Relationships Between the Mineralogical and Chemical Composition of Tropical Soils and Topography from Hyperspectral Remote Sensing Data", ISPRS J. of Photogrammetry and Remote Sensing, 36(2), pp.259~271 (2008)
  46. Gani, N.DS., "Remote Sensing Analysis of the Gorge of the Nile, Ethiopia with Emphasis on Dejen-Gohatsion Region", J. of African Earth Sciences, 44(2), pp.135~150 (2006)
  47. Gersman, R., "Mapping of Hydrothermally Altered Rocks by the EO-1 Hyperion Sensor, Northern Danakil Depression, Eritrea", International J. of Remote Sensing, 29(13), pp.3911~3936 (2008)
  48. Gillespie, A.R, "Spectral Mixture Analysis of Multispectral Thermal Infrared Images", Remote Sensing of Environment, 42(2), pp.137~145 (1992)
  49. Gillespie, A.R., "Color Enhancement of Highly Correlated Images. I. Decorrelation and HSI Contrast Stretches", Remote Sensing of Environment, 20(3), pp.209~235 (1986)
  50. Gillespie, A.R., "Interpretation of Residual Image: Spectral Mixture Analysis of AVIRIS Images, Owens Valley, California", Proc. of the 2nd AVIRIS workshop, pp.243~270 (1990), JPL
  51. Goetz, A.F.H, "Three Decades of Hyperspectral Remote Sensing of the Earth: A Personal View", Remote Sensing of Environment, 119(Supplement 1), pp.S5~S16 (2009)
  52. Goetz, A.F.H., "Geological Remote Sensing", Science, 211(4484), pp.781~791 (1981)
  53. Goetz, A.F.H., "Imaging Spectrometry for Earth Remote Sensing", Science, 228(4704), pp.1147~1153 (1985)
  54. Gomez, C., "Using ASTER Remote Sensing Data Set for Geological Mapping, in Namibia", Physics and Chemistry of the Earth, 30(1-3), pp.97~108 (2005)
  55. Guha, A., "Analysis of ASTER Data for Mapping Bauxite Rich Pockets within High Altitude Lateritic Bauxite, Jharkhand, India", International J. of Applied Earth Obsevation and Geoinformation, 21, pp.184~194 (2013)
  56. Hapke, B, "Theory of Reflectance and Emittance of Spectroscopy", pp.455~ (1993), Cambridge University Press
  57. Harris, J.R., "Mapping Altered Rocks Using Landsat TM and Lithogeochemical Data: Sulphurets-Brucejack Lake District, British Columbia, Canada", Photogrammetric Engineering & Remote Sensing, 64(4), pp.309~322 (1998)
  58. Harsanyi, J.C., "Hyperspectral Image Classification and Dimensionality Reduction: An Orthogonal Subspace Projection Approach", IEEE Transactions on Geoscience and Remote Sensing, 32(4), pp.779~785 (1994)
  59. Hewson, R.D., "Seamless Geological Map Generation Using ASTER in the Broken Hill-Curnamona Province of Australia", Remote Sensing of Environment, 99(1-2), pp.159~172 (2005)
  60. Hubbard, B.E., "Mineral Mapping on the Chilean-Bolivian Altiplano Using Co-orbital ALI, ASTER and Hyperion Imagery: Data Dimensionality Issues and Solution", Remote Sensing of Environment, 99(1-2), pp.173~186 (2005)
  61. Hunt, G.R, "Spectral Signatures of Particulate Minerals in the Visible and Near Infrared", Geophysics, 42(3), pp.501~513 (1977)
  62. 현창욱, "EO-1 Hyperion 초다분광 위성영상을 이용한 강원도 지역 석회암 탐지", 한국자원공학회지, 50(1), pp.44~55 (2013), 한국자원공학회
  63. Iwasaki, A., "Validation of a Crosstalk Correction Algorithm for ASTER", SWIR, 2005, pp.43(12), 2747~2751
  64. Kahle, A.B., "Evaluation of Multispectral Middle Infrared Aircraft Images for Lithologic Mapping in the East Tintic Mountains, Utah", Geology, 8(5), pp.234~239 (1980)
  65. Kahle, A.B., "Mineralogic Information from a New Thermal Infrared Multispectral Scanner", Science, 222(4619), pp.24~27 (1983)
  66. Khan, S.D., "The Application of Remote Sensing Techniques to the Study of Ophiolites", Earth-Science Reviews, 89(3-4), pp.135~143 (2008)
  67. Khan, S.D., "Mapping of Muslim Bagh Ophiolite Complex (Pakistan) Using New Remote Sensing, and Field Data", J. of Asian Earth Sciences, 30(2), pp.333~343 (2007)
  68. 이규성, "초분광 원격탐사의 특성, 처리기법 및 활용 현황", 대한원격탐사학회지, 21(4), pp.341~369 (2005), 대한원격탐사학회
  69. Kohler, D.D.R., "New Approach for the Radiometric Calibration of Spectral Imaging Systems", Optics Express, 12(11), pp.2463~2477 (2004)
  70. Koike, K., "Lineament Analysis of Satellite Images Using a Segment Tracing Algorithm (STA)", Computer and Geosciences, 24(6), pp.573~583 (1995)
  71. Korme, T., "Volcanic Vents Rooted on Extension Fractures and Their Geodynamic Implications in the Ethiopian Rift", J. of Volcanology and Geothermal Research, 79(3-4), pp.206~222 (1997)
  72. Kratt, C., "Mineral Mapping in the Pyramid Lake Basin: Hydrothermal Alteration, Chemical Precipitates and Geothermal Energy Potential", Remote Sensing of Environment, 114(10), pp.2297~2304 (2010)
  73. Kruse, F.A, "Identification and Mapping of Minerals in Drill Core Using Hyperspectral Image Analysis of Infrared Reflectance Spectra", International J. of Remote Sensing, 17(9), pp.1623~1632 (1996)
  74. Kruse, F.A., "Mineral Mapping at Cuprite, Nevada with a 63-Channel Imaging Spectrometer", Remote Sensing of Environment, 56(1), pp.83~92 (1990)
  75. Kruse, F.A., "Expert System-Based Mineral Mapping in Northern Death Valley, California", Nevada, Using the Airborne Visible, Remote Sensing of Environment, pp.1993, 44(2-3)[DOI]
  76. Kruse, F.A., "The Spectral Image Processing System (SIPS)- Interactive Visualization and Analysis of Imaging Spectrometer Data", Remote Sensing of Environment, 44(2-3), pp.145~163 (1993)
  77. Kruse, F.A., "Comparison of Airborne Hyperspectral Data and EO-1 Hyperion for Mineral Mapping", IEEE Transactions on Geoscience and Remote Sensing, 41(6), pp.1388~1400 (2003)
  78. Kruz, T., "Deformation Distribution and Type in the Main Ethiopian Rift (MER): A Remote Sensing Study", J. of African Earth Sciences, 48(2-3), pp.100~114 (2007)
  79. Kuhn, F., "Hydrocarbon Index - An Algorithm for Hyperspectral Detection of Hydrocarbons", International J. of Remote Sensing, 25(12), pp.2467~2473 (2004)
  80. Kusky, T.M., "Structural Controls on Neoproterozoic Mineralization in the South Eastern Desert, Egypt: an Integrated Field, Landsat TM, and SIR-C", X SAR Approach, 2002, pp.35(1), 107~121
  81. Kwatli, M.A., "Volcano-tectonic Evolution of the Northern Part of the Arabian Plate in the Light of New K-.Ar Ages and Remote Sensing: Harrat Ash Shaam Volcanic Province (Syria)", Tectonophysics, 580(10), pp.192~207 (2012)
  82. Laukamp, C., "Continentscale Mineral Information from ASTER Multispectral Satellite Data", Proc. of the IGARSS, 22(27), pp.7553~7556 (2012)
  83. 이홍진, "ASTER 영상자료의 분광반사율 특성을 이용한 납석광산 추출", 한국지형학회지, 15(3), pp.49~60 (2008), 한국지형학회
  84. 이홍진, "ASTER 영상 SWIR (Shortwave Infrared) 자료를 이용한 비금속 광산 추출 모델", 한국지형학회지, 16(3), pp.77~86 (2009), 한국지형학회
  85. Leprince, S., "Automatic and Precise Orthorectification, Coregistration, and Subpixel Correlation of Satellite Images, Application to Ground Deformation Measurements", IEEE Transactions on Geoscience and Remote Sensing, 45(6), pp.1529~1558 (2007)
  86. Leverington, D.W, "Discrimination of Sedimentary Lithologies Using Hyperion and Landsat Thematic Mapper Data: A Case Study at Melville Island, Canadian High Arctic", International J. of Remote Sensing, 31(1), pp.233~260 (2010)
  87. Leverington, D.W., "Landsat-TMBased Discrimination of Lithological Units Associated with the Purtuniq Ophiolite, Quebec, Canada", Remote Sensing, 4(5), pp.1208~1231 (2012)
  88. Li, N., "Textural and Knowledge-based Lthological Classification of Remote Sensing Data in Southwestern Prieska sub-basin, Transvaal Supergroup, South Africa", J. of African Earth Sciences, 60(4), pp.237~246 (2011)
  89. Liu, L., "Targeting Mineral Resources with Remote Sensing and Field Data in the Xiemisitai Area, West Junggar, Xinjiang, China", Remote Sensing, 5(7), pp.3156~3171 (2013)
  90. Loughlin, W.P, "Principal Component Analysis for Alteration Mapping", Photogrammetric Engineering and Remote Sensing, 57(9), pp.1163~1169 (1991)
  91. Lowell, J.D., "Lateral and Vertical Alteration-Mineralization Zoning in Porphyry Ore Deposits", Economic Geology, 65(4), pp.373~408 (1970)
  92. Lyder, D., "Remote Bitumen Content Estimation of Athabasca Oil Sand from Hyperspectral Infrared Reflectance Spectra Using Gaussian Singlets and Derivative of Gaussian Wavelets", Fuel, 89(3), pp.760~767 (2010)
  93. Lyon, R.J.P, "Analysis of Rocks by Spectral Infrared Emission (8 to 25 microns)", Economical Geology, 60(4), pp.715~736 (1965)
  94. Mars, J.C., "Mapping Mine Wastes and Analyzing Areas Affected by Selenium-Rich Water Runoff in Southeast Idaho using AVIRIS Imagery and Digital Elevation Data", Remote Sensing of Environment, 84(3), pp.422~436 (2003)
  95. Mars, J.C., "Regional Mapping of Phyllic- and Argillic-Altered Rocks in the Zagros Magmatic Arc, Iran, Using Advanced Spaceborne Thermal Emission and Reflectance Radiometer (ASTER) Data and Logical Operator Algorithms", Geosphere, 2(3), pp.161~186 (2006)
  96. Mars, J.C., "Spectral Assessment of New ASTER SWIR Surface Reflectance Data Products for Spectroscopic Mapping of Rocks and Minerals", Remote Sensing of Environment, 114(9), pp.2011~2025 (2010)
  97. Martini, B.A., "Hyperspectral Mineral Mapping in Support of Geothermal Exploration: Examples from Long Valley Caldera, CA and Dixie Valley, NV, USA", Geothermal Resources Council Transactions, 27, pp.657~662 (2003)
  98. Masoud, A., "Tectonic Architecture Through Landsat-7 ETM+", SRTM DEM-derived Lineaments and Relationship to the Hydrogeologic Setting in Siwa Region, NW Egypt, 2006, pp.46(4-6), 467~477
  99. Mustard, J.F., "Quantitative Abundance Estimates From Bidirectional Reflectance Measurements", J. of Geophysical Research, 92(B4), pp.E617~E626 (1987)
  100. Mustard, J.F., "Remote Sensing for the Earth Sciences", pp.251~306 (1999), John Wiley
  101. Neville, R.A., "Automatic Endmember Extraction from Hyperspectral Data for Mineral Exploration", Proc. of the 4th International Airborne Remote Sensing Conference and Exhibition, 1999, pp.21(24), 891~896
  102. Ninomiya, Y., "Detecting Lithology with Advanced Spaceborne Thermal Emission and Reflectance Radiometer (ASTER) Multispectral Thermal Infrared Radiance-at-sensor Data", Remote Sensing of Environment, 99(1-2), pp.127~139 (2005)
  103. North, D.O, "An Analysis of the Factors Which Determine Signal", Noise Discrimination in Pulsed-Carrier Systems, 1963, pp.51(7), 1016~1027
  104. Ott, N, Kollersberger, T., "GIS Analyses and Favorability Mapping of Optimized Satellite Data in Northern Chile to Improve Exploration for Copper Mineral Deposits", Gosphere, 2(4), pp.236~252 (2006)
  105. Pelkey, S.M., "CRISM Multispectral Summary Products: Parameterizing Mineral Diversity on Mars from Reflectance", J. of Geophysical Research, 112(E08S14) (2007)
  106. Petrovic, A., "Remote Detection and Geochemical Studies for Finding Hydrocarbon-Induced Alterations in Lisbon Valley, Utah", Marine and Petroleum Geology, 25(8), pp.696~705 (2008)
  107. Pieri, D., "ASTER Watches the World's Volcanoes: a New Paradigm for Volcanological Observations from Orbit", J. of Volcanology and Geothermal Research, 135(1-2), pp.13~28 (2004)
  108. Plaza, A., "Spatial", Spectral Endmember Extraction by Multidimensional Morphological Operations, 2002, pp.40(9), 2025~2041
  109. Poulet, F., "Phyllosilicates on Mars and Implications for Early Martian Climate", Nature, 438, pp.623~627 (2005)
  110. Prinz, T, "Multispectral Remote Sensing of the Gosses Bluff Impact Crater, Central Australia (NT) by Using Landsat-TM and ERS-1 Data", ISPRS J. of Photogrammetry and Remote Sensing, 51(3), pp.137~149 (1996)
  111. Ragona, D., "Field Imaging Spectroscopy: a New Methodology to Assist the Description, Interpretation, and Archiving of Paleoseismological Information from Faulted Exposures", J. of Geophysical Research, 111(B10309) (2006)
  112. Ramasamy, SM., "Remote Sensing Revealed Drainage Anomalies and Related Tectonics of South India", Tectonophysics, 501(1-4), pp.41~51 (2011)
  113. Riaza, A., "Hyperspectral Remote Sensing Monitoring of Pyrite Mine Wastes: A Record of Climate Variability (Pyrite Belt, Spain)", Environmental Earth Sciences, 61(3), pp.575~594 (2010)
  114. Rowan, L.C., "Lithologic Mapping in the Mountain Pass, California Area Using Advanced Spaceborne Thermal Emission and Reflectance Radiometer (ASTER) data", Remote Sensing of Environment, 84(3), pp.350~366 (2003)
  115. Rowan, L.C., "Discrimination of Hydrothermal Altered and Unaltered Rocks in Visible and Near Infrared Multispectral Images", Geophysics, 42(3), pp.522~535 (1977)
  116. Rowan, L.C., "Mapping Hydrothermally Altered Rocks at Cuprite, Nevada, Using the Advanced Spaceborne Thermal Emission and Reflectance Radiometer (ASTER), a New Satellite- Imaging System", Economic Geology, 98(5), pp.1019~1027 (2003)
  117. Rowan, L.C., "Hyperspectral Analysis of the Ultramafic complex and Adjacent Lithologies at Mordor, NT, Australia", Remote Sensing of Environment, 91(3-4), pp.419~431 (2004)
  118. Rowan, L.C., "Lithologic Mapping of the Mordor, NT, Australia Ultramafic Complex by Using the Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER)", Remote Sensing of Environment, 99(1-2), pp.105~126 (2005)
  119. Rowan, L.C., "Distribution of Hydrothermally Altered Rocks in the Reko Diq, Pakistan Mineralized Area Based on Spectral Analysis of ASTER Data", Remote Sensing of Environment, 104(1), pp.74~87 (2006)
  120. Sabins, F.F, "Remote Sensing-Principles and Interpretation", pp.494~ (1997), Waveland Press, Inc
  121. Saintot, A., "Mechanical Significance of Structural Patterns Identified by Remote Sensing Studies: a Multiscale Analysis of Tectonic Structures in Crimea", Tectonophysics, 313(1-2), pp.187~218 (1999)
  122. Salati, S., "Lithological Mapping and Fuzzy Set Theory: Automated Extraction of Lithological Boundary from ASTER Imagery by Template Matching and Spatial Accuracy Assessment", International J. of Applied Earth Observation and Geoinformation, 13, pp.753~765 (2011)
  123. Salisbury, J.W., "Emissivity of Terrestrial Materials in the 8-14 ㎛ Atmospheric Window", Remote Sensing of Environment, 42(2), pp.83~106 (1992)
  124. Salisbury, J.W., "Infrared (2.1-25 micrometers) Spectra of Minerals", pp.294~ (1991), Johns Hopkins University Press
  125. Schaepman, M.E., "Earth System Science Related Imaging Spectroscopy-An Assessment", Remote Sensing of Environment, 113(Supplement 1), pp.S123~S137 (2009)
  126. Scheidt, S., "Eolian Dynamics and Sediment Mixing in the Gran Desierto, Mexico, Determined from Thermal Infrared Spectroscopy and Remote-sensing Data", Geological Society of America Bulletin, 123(7-8), pp.1628~1644 (2011)
  127. Schestselaar, E.M., "Integration of Landsat TM, Gamma-Ray, Magnetic, and Field Data to Discriminate Lithological Units in Vegetated", Remote Sensing of Environment, 71(1), pp.89~105 (2000)
  128. Smith, M., "A New Approach to Quantifying Abundances of Materials in Multispectral Images", Proc. of the IGARSS, pp.2372~2374 (1994)
  129. 손영선, "ASTER 영상을 이용한 노화도 납석광상 지역 특성 연구", 한국자원공학회지, 48(3), pp.335~350 (2011), 한국자원공학회
  130. 손영선, "ASTER 위성 영상자료의 밴드연산을 이용한 몽골 오유 톨고이 구리-금 광상지역의 열수변질도 작성", 한국자원공학회지, 49(2), pp.157~165 (2012), 한국자원공학회[DOI]
  131. Son, Y.S., "Lithological and Mineralogical Survey of the Oyu Tolgoi Region, Southeastern Gobi, Mongolia using ASTER Reflectance and Emissivity Data", International J. of Applied Earth Obsevation and Geoinformation, 26, pp.205~216 (2014)
  132. 손영선, "Pyrophyllite mapping in the Nohwa deposit, Korea, using ASTER remote sensing data", Geosciences Journal, 18(3), pp.295~305 (2014), 한국지질과학협의회[DOI]
  133. Sultan, M., "Lithologic Mapping in Arid Regions with Landsat Tematic Mapper Data: Meatiq Dome, Egypt", Geological Society of America Bulletin, 99(6), pp.748~762 (1987)
  134. Sunshine, J.M., "Deconvolution of Mineral Absorption bands: An Improved Approach", J. of Geophysical Research, 95(B5), pp.6955~6966 (1990)
  135. Swayze, G.A., "Using Imaging Spectroscopy to Map Acidic Mine Waste", Environmental Science and Technology, 34(1), pp.47~54 (2000)
  136. Swayze, G. A., "Mapping Potentially Asbestos-Bearing Rocks Using Imaging Spectroscopy", Geology, 37(8), pp.763~766 (2009)
  137. Thurmond, A.K., "Optical-Radar-DEM Remote Sensing Data Integration for Geological Mapping in the Afar Depression, Ethiopia", J. of African Earth Sciences, 44(2), pp.119~134 (2006)
  138. van der Meer, F, "The Effectiveness of Spectral Similarity Measures for the Analysis of Hyperspectral Imagery", International J. of Applied Earth Observation and Geoinformation, 8, pp.3~17 (2006)
  139. van der Meer, F., "Cross Correlogram Spectral Matching: Application to Surface Mineralogical Mapping by Using AVIRIS Data from Cuprite, Nevada", Remote Sensing of Environment, 61(3), pp.371~382 (1997)
  140. van der Meer, F., "Remote Sensing and Petroleum Seepage: A Review and Case Study", Terra Nova, 14(1), pp.1~17 (2002)
  141. Wang, J., "Use of the Hough Transform in Automated Lineament Detection", IEEE Transactions on Geoscience and Remote Sensing, 28(4), pp.561~566 (1990)
  142. Wiart, P.A.M., "Eruptive History of Dubbi Volcano, Northeast Afar (Eritrea), Revealed by Optical and SAR Image Interpretation", International J. of Remote Sensing, 21(5), pp.911~936 (2000)
  143. Winter, M.E, "N-FINDR: An Algorithm for Fast Autonomous Spectral End-member Determination in Hyperspectral Data", Proc. of the Imaging Spectrometry Ⅴ, 266 (1999), SPIE

관련 논문AI추천

이 간행물의 다른 논문 (7건)