A method for manual endmember selection and spectral unmixing

Remote Sensing of Environment

Volumn 55, Issue 3, 1996, Pages 229-243

  Bateson, Ann ^a   Curtiss, Brian ^a  

^a UNIVERSITY OF COLORADO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ENDMEMBER SELECTION; MULTISPECTRAL DATA; PRINCIPAL COMPONENTS ANALYSIS; SPECTRAL SIGNATURE; SPECTRAL UNMIXING; VISUALIZATION;

EID: 0029753233     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0034-4257(95)00177-8     Document Type: Article

References (27)

1. Adams, J. B., Smith, M. O., and Johnson, P. E. (1985), Spectral mixture modeling: a new analysis of rock and soil types at the Viking Lander I site, J. Geophys. Res. 91:8098-8112.
2. Boardman, J. (1990), Inversion of high spectral resolution data, Proc. SPIE Tech. Symp. Opt. Electro-Opt. Sensors 1298:222-233.
3. Boardman, J. (1993), Automated spectral unmixing of AVIRIS data using convex geometry concepts, In Summaries of the Fourth Annual JPL Airborne Geoscience Workshop, pp. 11-14.
4. Borel, C. C., and Gerstl, A. W. (1994), Nonlinear spectral mixing models for vegetative and soil surfaces, Remote Sens. Environ. 47:403-416.
5. Cohan, S. M., and Yang, D. C. H. (1986), Mobility analysis of planar four-bar mechanisms through the parallel coordinate system, J. Mech. Mach. 21:63-72.
6. Ehrlich, R., and Full, W. E. (1987), Sorting out geology-unmixing mixtures, in Use and Abuse of Statistical Methods in Earth Sciences, W. B. Size, Ed.), Oxford University Press, New York, pp. 33-46.
7. Full, W. E., Ehrlich, R., and Bezdek, J. C. (1982), Fuzzy Qmodel - a new model approach for linear unmixing, Math. Geol. 14(3):259-270.
8. Gao, B. C., and Goetz, A. F. H. (1994), Extraction of dry leaf spectral features from reflectance spectra of green vegetation, Remote Sens. Environ. 47(3):369-374.
9. Gamon, J. A., Field, C. B., and Bilger, W. (1990), Remote sensing of the xanthophyll cycle and chlorophyll fluorescence in sunflower leaves and canopies, Oecologia 85(1): 1-27.
10. Goetz, A. F. H., Vane, G., Soloman, J. E., and Rock, B. N. (1985), Imaging spectrometry for earth remote sensing, Science 228:1147-1153.
11. Green, A. A., Berman, M., Switzer, P., and Craig, M. D. (1988), A transformation for ordering multispectral data in terms of image quality with implications for noise removal, IEEE Trans. Geosci. Remote Sens. 65-74.
12. Helly, J. J. (1987), Applications of parallel coordinates to complex system design and operation, in Proc. National Computer Graphics Association 1987, Fairfax, VA, Vol. III, pp. 541-546.
13. Kruse, F. A. (1992), Prototyping HIRIS analysis techniques using AVIRIS data, Final Report, U.S. Geological Cooperative Agreement 14-08-0001-A0746.
14. Kruse, F. A. (1993), The effects of AVIRIS atmospheric calibration methodology on identification and quantitative mapping of surface mineralogy, Drums Mountains, Utah, in Summaries of the Fourth Airborne Geoscience Workshop, pp. 101-104.
15. Inselberg, A. (1985), The plane with parallel coordinates, Special Issue on Computational Geometry of the Visual Computer 1:69-97.
16. Inselberg, A., Boz, M., and Dimsdale, B. (1991), Planar conflict resolution algorithm for air traffic control and the one-shot problem, IBM PASC Tech. Report G320-3559, Palo Alto, CA.
17. Inselberg, A., and Dimsdale, B. (1994), Multidimensional lines II: proximity and applications, SIAM J. Appl. Math. 54(2): 578-596.
18. Luke, B. T. (1993), Displaying the structure of molecules by multidimensional plots of their torsion angles, J. Chem. Info. Comput. Sci. 33:135-142.
19. May, D. E., and Webber, P. J. (1982), Spatial arid temporal variation of the vegetation and its productivity on Niwot Ridge, Colorado, in Ecological Studies in the Colorado Alpine (J. C. Halfpenny, Ed.), University of Colorado, Institute of Arctic and Alpine Research, Boulder, pp. 35-62.
20. Roberts, D. A. (1991), Separating spectral mixtures of vegetation and soils, Ph.D. thesis, University of Washington, June.
21. Roberts, D. A., Smith, M. O., and Adams, J. B. (1993), Green vegetation, nonphotosynthetic vegetation, and soils in AVIRIS data, Remote Sens. Environ. 44:255-269.
22. Schmuck, G. (1990), Applications of in vivo chlorophyll fluorescence in forest decline research, Int. J. Remote Sens. 11(7):1165-1177.
23. Smith, M. O., Johnson, P. E., and Adams, J. B. (1985), Quantitative determination of mineral types from reflectance spectra using principal components analysis, Proc. Fifteenth Lunar Planetary Sci. Conf. Part 2, J. Geophys. Res. 90: C797-C804.
24. Smith, M. O., Ustin, S. L., Adams, J. B., and Gillespie, A. R. (1990), Vegetation in deserts: I. A regional measure of abundance from multispectral images, Remote Sens. Environ. 31:1-26.
25. Smith, M. O., Adams, J. B., and Sabol, D. E. (1994), Spectral mixture analysis - new strategies for the analysis of multispectral data, in Imaging Spectrometry - a Tool for Environmental Observations (J. Hill and J. Megier, Eds.), Brussels, pp. 125-143.
26. Wegman, E. (1990), Hyperdimensional data analysis using parallel coordinates, J. Am. Stat. Assoc. 85:664-675.
27. Wessman, C. A., Bateson, C. A., and Benning, T. (1995), Detecting fire and grazing patterns in a tallgrass prairie using spectral mixture analysis and NDVI, Ecol. Appl. in review.