A simplified method for extracting mineral information from hyperspectral remote sensing image using SAM algorithm

Geomathematics and GIS Analysis of Resources, Environment and Hazards - Annual Conference of the International Association for Mathematical Geology, IAMG 2007

Volumn , Issue , 2007, Pages 526-529

  Wen, Xingping ^a   Hu, Guangdao ^a   Yang, Xiaofeng ^b  

^a CHINA UNIVERSITY OF GEOSCIENCES   (China)

^b NANJING UNIVERSITY OF INFORMATION SCIENCE AND TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA MINING; GEOLOGY; GOLD DEPOSITS; HAZARDS; IMAGE RECONSTRUCTION; MINERALS; REFLECTION; REMOTE SENSING; SPECTROSCOPY;

ATMOSPHERIC CONDITIONS; ATMOSPHERIC CORRECTIONS; ATMOSPHERIC TRANSMISSIONS; CORRELATION COEFFICIENT; HYPER-SPECTRAL IMAGERIES; HYPERSPECTRAL REMOTE SENSING; HYPERSPECTRAL REMOTE SENSING IMAGE; SPECTRAL ANGLE MAPPERS;

IMAGE MATCHING;

EID: 67649654874     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. Acharya, P.K., et al., 1999. MODTRAN 4: Multiple scattering and bi-directional reflectance distribution function(BRDF) upgrades to MODTRAN. in Proceedings of SPIE- The International Society for Optical Engineering, 354-362.
2. Beck, R., 2003. EO-1 User Guide v. 2.3. http://eo1.usgs.gov& http://eo1.gsfc.nasa.gov.
3. Berk, A., et al., 1999. MODTRAN 4 radiative transfer modeling for atmospheric correction. in Proceedings of SPIE- The International Society for Optical Engineering, 348-353.
4. Bierwirth, P., et al., 2002. Hyperspectral Mapping of Mineral Assemblages Associated with Gold Mineralization in the Central Pilbara, Western Australia. Economic Geology 97(4), 819-826.
5. Boardman, J. W., Kruse, F. A., 1994. Automated spectral analysis: A geological example using AVIRIS data, North Grapevine Mountains, Nevada. in Proceedings, ERIM Tenth Thematic Conference on Geologic Remote Sensing, 407-418.
6. Clark, R., et al., 1990. High spectral resolution reflectance spectroscopy of minerals. Journal of Geophysical Research 95(B8), 12653-12680.
7. Dwyer, J.L., et al., 1995. Effects of empirical versus model-based reflectance calibration on automated analysis of imaging spectrometer data: A case study from the Drum Mountains, Utah. Photogrammetric engineering and remote sensing 61(10), 1247-1254.
8. Hatchell, D.C., 1999. Analytical Spectral Devices, Inc.(ASD) Technical Guide, 3th Ed.
9. Hunter, E.L., Power, C.H., 2002. An assessment of two classification methods for mapping Thames Estuary intertidal habitats using CASI data. International Journal of Remote Sensing 23(15), 2989-3008.
10. Kruse, F.A., Lefkoff, A.B., 1993. Knowledge-based geologic mapping with imaging spectrometers. Remote Sensing Reviews 8, 3-28.
11. Kruse, F.A., 1988. Use of airborne imaging spectrometer data to map minerals associated with hydrothermally altered rocks in the northern grapevine mountains, Nevada, and California. Remote Sensing of Environment 24(1), 31-51.
12. Kruse, F.A., 2003. Mineral Mapping with AVIRIS and EO-1 Hyperion. in Summaries of the 12th Annual Jet Propulsion Laboratory Airborne Geoscience Workshop, Pasadena, California, Pasadena, JPL Publication, 4-6.
13. Kruse, F.A., et al., 1993. The Spectral Image-Processing System (SIPS) - Interactive Visualization and Analysis of Imaging Spectrometer Data. Remote Sensing of Environment 44(2-3), 145-163.
14. Pearlman, J., et al., 1999. Hyperion imaging spectrometer on the new millennium program Earth Orbiter-1 system. in Proceedings of the International Symposium on Spectral Sensing Research 'Systems and Sensors for the New Millennium', 31 October-4 November 1999, L as Vegas, Nevada, USA, 435-446.
15. Schwarz, J., Staenz, K., 2001. Adaptive Threshold for Spectral Matching of Hyperspectral Data. Canadian Journal of Remote Sensing 27(3), 216-224.
16. Settle, J.J., Drake, N., 1993. Linear mixing and the estimation of ground cover proportions. International Journal of Remote Sensing 14(6), 1159-1177.
17. Swayze, G.A., et al., 2000. Using imaging spectroscopy to map acidic mine waste. Environmental Science & Technology 34(1), 47-54.
18. VanDerMeer, F., 2006. Indicator kriging applied to absorption band analysis in hyperspectral imagery: A case study from the Rodalquilar epithermal gold mining area, SE Spain. International Journal of Applied Earth Observation and Geoinformation 8(1), 61-72.
19. VanDerMeer, F., DeJong, S.M., 2001. Imaging Spectrometry: Basic Principles and Prospective Applications, Kluwer Academic Publishers.
20. VanDerMeer, F., et al., 1997. Spectral characterization of ophiolite lithologies in the Troodos Ophiolite complex of Cyprus and its potential in prospecting for massive sulphide deposits. International Journal of Remote Sensing 18(6), 1245-1257.
21. Vermote, E.F., et al., 1997. Second Simulation of the Satellite Signal in the Solar Spectrum, 6S: An overview. IEEE Transactions on Geoscience and Remote Sensing 35(3), 675-686.
22. Yuhas, R., et al., 1992. Discrimination among semi-arid landscape endmembers using the Spectral Angle Mapper(SAM) algorithm. in JPL, Summaries of the Third Annual JPL Airborne Geoscience Workshop.