Preprocessing EO-1 Hyperion hyperspectral data to support the application of agricultural indexes

IEEE Transactions on Geoscience and Remote Sensing

Volumn 41, Issue 6 PART I, 2003, Pages 1246-1259

  Datt, Bisun ^a   McVicar, Tim R ^a   Van Niel, Tom G ^a   Jupp, David L B ^a   Pearlman, Jay S ^b  

^a CSIRO   (Australia)

^b BOEING COMPANY   (United States)

Author keywords

Agricultural indexes; Hyperion; Hyperspectral; Image processing

Indexed keywords

IMAGE PROCESSING; INFRARED IMAGING; IRRIGATION; REMOTE SENSING; SPECTROMETERS; SPURIOUS SIGNAL NOISE;

AGRICULTURAL INDEXES; HYPERION; HYPERSPECTRAL IMAGE PROCESSING;

IMAGE SENSORS;

EID: 0041732265     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2003.813206     Document Type: Article

References (35)

1. J. Pearlman, S. Carman, C. Segal, P. Jarecke, and P. Barry, "Overview of the Hyperion imaging spectrometer for the NASA EO-1 mission," in Proc. IGARSS, Sydney, Australia, 2001.
2. S. G. Ungar, "Overview of EO-1, the first 120 days," in Proc. IGARSS, Sydney, Australia, 2001.
3. M. S. Moran, Y. Inoue, and E. M. Barnes, "Opportunities and limitations for image-based remote sensing in precision crop management," Remote Sens. Environ., vol. 61, pp. 319-346, 1997.
4. P. L. Nagler, C. S. T. Daughtry, and S. N. Goward, "Plant litter and soil reflectance," Remote Sens. Environ., vol. 71, pp. 207-215, 2000.
5. E. Boeg, H. Soegaard, N. Broge, C. B. Hasager, N. O. Jensen, K. Schelde, and A. Thomsen, "Airborne multispectral data for quantifying leaf area index nitrogen concentration, and photosynthetic efficiency in agriculture," Remote Sens. Environ., vol. 81, pp. 179-193, 2002.
6. I. B. Strachan, E. Pattey, and J. B. Biosvert, "Impact of nitrogen and environmental conditions on corn as detected by hyperspectral reflectance," Remote Sens. Environ., vol. 80, pp. 213-224, 2002.
7. M. E. Martin and J. D. Aber, "High spectral resolution remote sensing of forest canopy lignin, nitrogen, and ecosystem processes," Ecol. Appl., vol. 7, pp. 431-443, 1997.
8. D. N. H. Horler, M. Dockray, and J. Barber, "The red edge of plant leaf reflectance," Int. J. Remote Sens., vol. 4, pp. 273-288, 1983.
9. P. J. Curran, J. L. Dungan, B. A. Macler, and S. E. Plummer, "The effect of a red leaf pigment on the relationship between red edge and chlorophyll concentration," Remote Sens. Environ., vol. 35, pp. 69-76, 1991.
10. A. A. Gitelson, M. N. Merzlyak, and H. K. Lichtenthaler, "Detection of red edge position and chlorophyll content by reflectance measurements near 700 nm," J. Plant Physiol., vol. 148, pp. 501-508, 1996.
11. I. Filella and J. Peñuelas, "The red edge position and shape as indicators of plant chlorophyll content, biomass, and hydric status," Int. J. Remote Sens., vol. 15, pp. 1459-1470, 1994.
12. Z. Chen, C. D. Elvidge, and W. T. Jansen, "Description of derivative-based high spectral-resolution (AVIRIS) green vegetation index," Proc. SPIE, vol. 1937, pp. 43-54, 1993.
13. C. D. Elvidge and Z. Chen, "Comparison of broad-band and narrow-band red and near-infrared vegetation indices," Remote Sens. Environ., vol. 54, pp. 38-48, 1995.
14. B. Datt, "A new reflectance index for remote sensing of chlorophyll content in higher plants: Tests using Eucalyptus leaves," J. Plant Physiol., vol. 154, pp. 30-36, 1999.
15. J. Peñuelas, J. Piñol, R. Ogaya, and I. Filella, "Estimation of plant water concentration by the reflectance water index WI (R900/R970)," Int. J. Remote Sens., vol. 18, pp. 2869-2875, 1997.
16. B. C. Gao, "NDWI-A normalized difference water index for remote sensing of vegetation liquid water from space," Remote Sens. Environ., vol. 58, pp. 257-266, 1996.
17. G. P. Asner and D. B. Lobell, "A biogeophysical approach for automated SWIR unmixing of soils and vegetation," Remote Sens. Environ., vol. 74, pp. 99-112, 2000.
18. R. N. Clark and T. L. Roush, "Reflectance spectroscopy: Quantitative analysis techniques for remote sensing applications," J. Geophys. Res., vol. 89, pp. 6329-6340, 1984.
19. R. N. Clark, T. V. V. King, M. Klejwa, G. Swayze, and N. Vergo, "High spectral resolution reflectance spectroscopy of minerals," J. Geophys. Res., vol. 95, pp. 12653-12680, 1990.
20. R. N. Clark, G. A. Swayze, A. Gallagher, N. Gorelick, and F. Kruse, "Mapping with imaging spectrometer data using the complete band shape least-squares algorithm simultaneously fit to multiple spectral features from multiple materials," in Proc. 3rd Airborne Visible/Infrared Imaging Spectrometer (AVIRIS) Workshop, 1991, JPL Pub. 91-28, pp. 2-3.
21. B. N. Holben, T. F. Eck, I. Slutsker, D. Tanre, J. P. Buis, A. Setzer, E. Vermote, J. A. Reagan, Y. J. Kaufman, T. Nakajima, F. Lavenu, I. Jankowiak, and A. Smirnov, "AERONET-A federated instrument network and data archive for aerosol characterization," Remote Sens. Environ., vol. 66, pp. 1-16, 1998.
22. R. M. Mitchell and B. W. Forgan, "Aerosol measurements in the Australian outback: Intercomparison of sun photometers," J. Atmos. Oceanic Technol., vol. 20, pp. 54-66, 2003.
23. T. R. McVicar, T. G. Van Niel, and D. L. B. Jupp, "Geometric validation of Hyperion data acquired by Earth Observing 1 satellite at Coleambally Irrigation Area," Commonwealth Scientific and Industrial Research Organization, Canberra, Australia, CSIRO Land and Water Tech. Rep. 46/01, 2001.
24. A. A. Green, M. Berman, P. Switzer, and M. D. Craig, "A transformation for ordering multispectral data in terms of image quality with implications for noise removal," IEEE Trans. Geosci. Remote Sensing, vol. 26, pp. 65-74, Jan. 1988.
25. A. F. H. Goetz, Z. Qu, B. Kindel, and M. Ferri, "Atmospheric correction of Hyperion data and techniques for dynamic scene correction," in Proc. IGARSS, vol. III, Toronto, ON, Canada, 2002, pp. 1408-1410.
26. T. W. Cooley, G. Anderson, G. W. Felde, M. L. Hoke, and A. J. Ratkowski, "FLAASH, A MODTRAN-4 based atmospheric correction algorithm, its application and validation," in Proc. IGARSS, vol. III, Toronto, ON, Canada, 2002, pp. 1414-1418.
27. P. Barry, E0-1/Hyperion Science Data User's Guide. Redondo Beach, CA: TRW Space, Defense & Inform. Syst., 2001.
28. T. Cocks, R. Jenssen, A. Stewart, I. Wilson, and T. Shields, "The HyMap airborne hyperspectral sensor: The system, calibration and performance," in Proc. 1st EARSEL Workshop on Imaging Spectroscopy, Zurich, Switzerland, Oct. 1998, pp. 37-42.
29. B. K. P. Horn and R. J. Woodham, "Destriping landsat MSS images by histograms modification," Comput. Graphics Image Process., vol. 10, p. 69, 1979.
30. K. G. Joreskog, J. E. Klovan, and R. A. Reyment, Geological Factor Analysis. Amsterdam, The Netherlands: Elsevier, 1976, p. 178.
31. J. W. Boardman, "Post-ATREM polishing of AVIRIS apparent reflectance data using EFFORT: A Lesson in accuracy versus precision," in Summaries of the 7th JPL Airborne Earth Science Workshop, vol. 1, 1998, JPL Pub. 97-21, p. 53.
32. N. C. Coops, M. L. Smith, M. E. Martin, S. V. Ollinger, and A. A. Held, "Predicting Eucalypt biochemistry from HYPERION and HYMAP imagery," in Proc. IGARSS, Toronto, ON, Canada, 2002.
33. D. L. B. Jupp, B. Datt, T. R. McVicar, T. G. Van Niel, J. S. Pearlman, J. Lovell, and E. G. King, "Improving the analysis of Hyperion red edge index from an agricultural area," in Proc. SPIE Conf. Remote Sensing Asia 2002, Hangzhou, China, Oct. 2002.
34. A. F. H. Goetz, G. Vane, J. Solomon, and B. N. Rock, "Imaging spectrometry for Earth remote sensing," Science, vol. 228, pp. 1147-1153, 1985.
35. L. Ong, private communication, 2002.