Temporal and spatial patterns in vegetation and atmospheric properties from AVIRIS

Remote Sensing of Environment

Volumn 62, Issue 3, 1997, Pages 223-240

  Roberts, D A ^a   Green, R O ^a   Adams, J B ^b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF WASHINGTON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AGRICULTURE; ATMOSPHERIC SPECTRA; MAPPING; MONITORING; SOILS;

LAND MONITORING; VEGETATION;

REMOTE SENSING;

AVIRIS; LAND COVER; LIQUID WATER; NDVI; SPECTRAL MIXTURE ANALYSIS; SPECTROMETRY; VEGETATION; WATER VAPOUR;

USA, CALIFORNIA, JASPER RIDGE;

EID: 0031435520     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0034-4257(97)00092-8     Document Type: Article

References (65)

1. Adams, J. B., Sabol, D. E., Kapos, V., Almeida Filho, R., Roberts, D. A., Smith, M. O., and Gillespie, A. R. (1995), Classification of multispectral images based on fractions of end-members: application to land-cover change in the Brazilian Amazon. Remote Sens. Environ. 52:137-154.
2. Adams, J. B., Smith, M. O., and Gillespie, A. R. (1993), In Remote Geochemical Analysis: Elemental and Mineralogical Composition. (C. M. Pieters and P. Englert, Eds.), Cambridge University Press, New York, Chap. 7 pp. 145-166.
3. Allen, W. A., and Richardson, A. J. (1968), Interaction of light with a plant canopy. J. Opt. Soc. Am. 58(8): 1023-1028.
4. Boardman, J. W. (1989), Inversion of imaging spectrometry data using singular value decomposition. Proc. IGARSS 1989, 10-14 July 1989, Vancouver, pp. 2069-2072.
5. Borel, C. G., and Gerstl, S. A. W. (1994), Nonlinear spectral mixing models for vegetative and soil surfaces. Remote Sens. Environ. 47:403-416.
6. Curran, P. J. (1989), Remote sensing of foliar chemistry. Remote Sens. Environ. 30:271-278.
7. Deering, D. W., Eck, T. F., and Grier, T. (1992), Shinnery oak bidirectional reflectance properties and canopy model inversion. IEEE Trans. Geosci. Remote Sens. 30(2):339-348.
8. Deering, D. W., Middleton, E. M., and Eck, T. F. (1994), Reflectance anisotropy for a Spruce-Hemlock forest canopy. Remote Sens. Environ. 47:242-260.
9. Elvidge, C. D., Chen, A., and Groeneveld, D. P. (1993), Detection of trace quantities of green vegetation in 1990 AVIRIS data. Remote Sens. Environ. 44:271-279.
10. Elvidge, C. D., and Portigal, F. P. (1990), Change detection in vegetation using 1989 AVIRIS data. Proc. SPIE Imaging Spectroscopy of the Terrestrial Environment (G. Vane, Ed.), 16-17 April, Orlando, FL, pp. 178-189.
11. Gamon, J. A., Field, C. B., Goulden, M. L., Griffin, K. L., Hartley, A. E., Geeske, J., Penuelas, J., and Valintini, R. (1994), Relationship between NDVI, canopy structure, and photosynthesis in three California vegetation types. Ecol. Appl. 5(1):28-41.
12. Gao, B. C., and Goetz, A. F. H. (1990), Column atmospheric water vapor and vegetation liquid water retrievals from airborne imaging spectrometer data. J. Geophys. Res. 95: 3549-3564.
13. Gao, B. C., and Goetz, A. F. H. (1994), Extraction of dry leaf spectral features from reflectance spectra of green vegetation. Remote Sens. Environ. 47:369-374.
14. Gao, B. C., and Goetz, A. F. H. (1995), Retrieval of equivalent liquid water thickness and information related to biochemical components of vegetation canopies from AVIRIS data. Remote Sens. Environ. 52:155-162.
15. Gao, B. C., Heidebrecht, K. B., and Goetz, A. F. H. (1993), Derivation of scaled surface reflectance from AVIRIS data. Remote Sens. Environ. 44:165-178.
16. Gates, D. M., Keegan, H. J., Schleter, J. C., and Weidner, V. R. (1965), Spectral properties of leaves. Appl. Opt. 4(1):11-20.
17. Gausman, H. W. (1985). Plant leaf optical properties in visible and near-infrared light. Graduate Studies Texas Tech. Univ. Pub. No. 29, Texas Tech Press, Lubbock Texas, 78 pp.
18. Gholz, H. L., Vogel, S., Cropper, W. P., Jr., McKelvey, K., Owel, K. C., Teskey, R. O., and Curran, P. J. (1991), Dynamics of canopy structure and light interception in Pinus elliotti stands, north Florida. Ecol. Monogr. 61:33-51.
19. Gillespie, A. R., Smith, M. O., Adams, J. B., Willis, S. C., Fischer, A. F., III, and Sabol, D. E. (1990), Interpretation of residual images: spectral mixture analysis of AVIRIS images, Owens Valley, California. Proc. Second Airborne Visible/ Infrared Imaging Spectrometer (AVIRIS) Workshop, 4-5 June, 1990, Pasadena, CA, pp. 243-270.
20. Goetz, A. F. H., Vane, G., Solomon, J. E., and Rock, B. N. (1985), Imaging spectrometry for earth remote sensing. Science 228:1147-1153.
21. Golub, G., and Van Loan, C. (1983), Matrix Computations. Johns Hopkins Press, Baltimore.
22. Graetz, R. D., and Gentle, M. R. (1982), The relationship between reflectance in the Landsat wavebands and the composition of an Australian semi-arid shrub rangeland. Photogramm. Eng. Remote Sens. 48(11): 1721-1730.
23. Green, R. O., Conel, J. E., Carrere, V., Bruegge, C. J., Margolis, J. S., Rast M., and Hoover, G. (1990), Determination of the in-flight spectral and radiometric characteristics of the airborne visible/Infrared imaging spectrometer (AVIRIS). Proc. Second Airborne Visible/Infrared Imaging Spectrometer (AVIRIS) Workshop, 4-5 June, 1990, Pasadena, CA, pp. 15-34.
24. Green, R. O., Conel, J. E., Margolis, J. S., Bruegge, C. J., and Hoover, G. L. (1991), An inversion algorithm for retrieval of atmospheric and leaf water absorption from AVIRIS radiance with compensation for atmospheric scattering. Proc. Third Airborne Visible/Infrared Imaging Spectrometer (AVIRIS) Workshop (R. O. Green, Ed.), 20-21 May, Pasadena, CA, pp. 51-61.
25. Green, R. O., Conel, J. E., Helmlinger, M., van den Bosch, J., Chovit, C., and Chrien, T. (1993a), Inflight calibration of AVIRIS in 1992 and 1993. In Summaries of the Fourth Annual JPL Airborne Geoscience Workshop, Oct 25-29, 1993, Vol. 1. AVIRIS Workshop, Washington, DC, pp. 69-72.
26. Green, R. O., Conel, J. E., and Roberts, D. A. (1993b), Estimation of aerosol optical depth and additional atmospheric parameters for the calculation of apparent reflectance from radiance measured by the airborne visible/infrared imaging spectrometer. In Summaries of the Fourth Annual JPL Airborne Geoscience Workshop, Oct 25-29, 1993, Vol. 1. AVIRIS Workshop, Washington, DC, pp. 73-76.
27. Hall, F. G., Botkin, D. B., Strebel, D. E., Woods, K. D., and Goetz, S. J. (1991). Large-scale patterns of forest succession as determined by remote sensing. Ecology 72:628-640.
28. Holben, B. N. (1986), Characteristics of maximum-value composites images from temporal AVHRR data. Int. J. Remote Sens. 7:1417-1434.
29. Huete, A. R. (1986), Separation of soil-plant spectral mixtures by factor analysis. Remote Sens. Environ. 19:237-251.
30. Johnson, P. E., Smith, M. O., Taylor-George, S., and Adams, J. B. (1983), A semiempirical method for analysis of the reflectance spectra of binary mineral mixtures. J. Geophys. Res. 88:3557-3561.
31. Justice, C. O., Townshend, J. R. G., Holben, B. N., and Tucker, G. J. (1985), Analysis of the phenology of global vegetation using meteorological satellite data. Int. J. Remote Sens. 6(8):1271-1318.
32. Kneizys, F. X., Shettle, E. P., and Abreu, L. W. (1988), User's guide to Lowtran 7. Report No. AFGL-TR-88-0177, Air Force Geophysical Laboratory, Bedford, MA.
33. Knipling, E. B. (1970), Physical and physiological basis for the reflectance of visible and near-infrared radiation from vegetation. Remote Sens. Environ. 1:155-159.
34. Lucas, R. M., Honzak, M., Foody, G. M., Curran, P. J., and Corves, C. (1993), Characterizing tropical secondary forests using multi-temporal Landsat sensor imagery. Int. J. Remote Sens. 14:3016-3067.
35. Margolis, H., Oren, R., Whitehead, D., and Kaufmann, M. R. (1995), Leaf area dynamics of conifer forests. In Ecophysiology of Coniferous Forests (W. K. Smith and T. M. Hinckley, Eds.), Academic Press, New York, pp. 181-223.
36. Martin, M. E., and Aber, J. D. (1997), High spectral resolution remote sensing of forest canopy lignin, nitrogen, and ecosystem processes. Ecol. Appl. 7(2):431-443.
37. National Climatic Data Center (1997), First order summary of the day. http://www.ncdc.noaa.gov/onlineprod/tfsod/climvis/ ftppage.html.
38. Nemani, R., and Running, S. W. (1989), Estimation of regional surface resistance to evapotranspiration from NDVI and thermal-IR AVHRR data. J. Appl. Meteorol. 28:276-284.
39. NOAA National Environmental Satellite, Data and Information Service (1992), Climatological data: California: 96(5-10).
40. Oke, T. R. (1987), Boundary Layer Climates. 2nd ed., Routledge, New York.
41. Pech, R. P., Graetz, R. D., and Davis, A. W. (1986), Reflectance modeling and the derivation of vegetation indices for an Australian semi-arid shrubland. Int. J. Remote Sens. 7(3): 389-403.
42. Potter, C. S., Randerson, J. T., Field, C. B., Matson, P. A., Vitousek, M., Mooney, H. A., and Klooster, S. A. (1993), Terrestrial ecosystem production: a process model based on global satellite and surface data. Global Biogeochem. Cycles 7:811-841.
43. Price, J. C. (1994), How unique are spectral signatures. Remote Sens. Environ. 49:181-186.
44. Ray, T. W., and Murray, B. C. (1996), Nonlinear spectral mixing in desert vegetation. Remote Sens. Environ. 55:59-64.
45. Roberts, D. A. (1991), Separating spectral mixtures of vegetation and soils. Ph.D. dissertation. University of Washington.
46. Roberts, D. A., Gardner, M., Church R., Ustin, S., Scheer, G., and Green, R. O. (1997), Mapping chaparral in the Santa Monica mountains using multiple endmember spectral mixture models. Remote Sens. Environ. (in press).
47. Roberts, D. A., Green, R. O., Sabol, D. E., and Adams, J. B. (1993a), Temporal changes in endmember abundances, liquid water and water vapor over vegetation at Jasper Ridge. In Summaries of the Fourth Annual JPL Airborne Geoscience Workshop, Oct 25-29, 1993, Vol. 1. AVIRIS Workshop, Washington, DC, pp. 153-156.
48. Roberts, D. A., Smith, M. O., and Adams, J. B. (1993b), Green vegetation, nonphotosynthetic vegetation, and soils in AVIRIS data. Remote Sens. Environ. 44:255-269.
49. Roberts, D. A., Smith, M. O., Sabol, D. E., Adams, J. B., and Ustin, S. L. (1992), Mapping the spectral variability in photosynthetic and non-photosynthetic vegetation, soils and shade using AVIRIS. In Proc. Third Annual Airborne Geosci. (AVIRIS) Workshop, Vol. 1, JPL Publication No. 92-14, Jet Propulsion Laboratory, Pasadena, CA, pp. 38-40.
50. Robinove, C. J., Chavez, P. S., Gehring, D., and Holmgren, R. (1981), Arid land monitoring using Landsat albedo difference images. Remote Sens. Environ. 11:133-156.
51. Sabol, D. E., Adams, J. B., and Smith, M. O. (1992), Quantitative sub-pixel spectral detection of targets in multispectral images. J. Geophys. Res. 97:2659-2672.
52. Sellers, P. J. (1985), Canopy reflectance, photosynthesis and transpiration. Int. J. Remote Sens. 6(8):1335-1372.
53. Sellers, P. J., Shuttleworth, W. J., Dorman, J. L., Dalcher, A., and Roberts, J. M. (1989), Calibrating the simple biosphere model for Amazonian tropical forest using field and remote sensing data, part 1: average calibration and field data. J. Appl. Meteorol. 28:727-759.
54. Shimabukuro, Y. E., Holben, B. N., and Tucker, C. J. (1994), Fraction images derived from NOAA AYHRR data for studying the deforestation in the Brazilian Amazon. Int. J. Remote Sens. 15:517-520.
55. Shimabukuro, Y. E., and Smith, J. A. (1991), The least-squares mixing models to generate fraction images derived from remote sensing multispectral data. IEEE Trans. Geosci. Remote Sens. N1:16-20.
56. Shipman, H., and Adams, J. B. (1987), Detectability of minerals in desert alluvial fans using reflectance spectra. J. Geophys. Res. 92(B10):10,391-10,492.
57. Skole, D., and Tucker, C. (1993), Tropical deforestation and habitat fragmentation in the Amazon: satellite data from 1978 to 1988. Science 260:1905-1910.
58. 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.
59. Spanner, M. A., Pierce, L. L., Running, S. W., and Peterson, D. L. (1990), The seasonality of AVHRR data of temperate coniferous forests: relationship with leaf area index. Remote Sens. Environ. 33:97-112.
60. Staenz, K. A. (1995), http://www.eol.ists.ca/documents/IS-TeamCanada/.
61. Stow, D., Hope, A., McKinsey, D., and Pray, H. (1993), Deriving dynamic information on fire fuel distributions in southern California chaparral from remotely sensed data. Landscape Urban Plann. 24:113-127.
62. Thomas, J. H. (1961), Flora of the Santa Cruz Mountains of California: A Manual of the Vascular Plants. Stanford University Press, Stanford, CA.
63. Tucker, C. J., Justice, C. O., and Prince, S. D. (1986), Monitoring the grasslands of the Sahel 1984-1985. Int. J. Remote Sens. 7(11):1571-1581.
64. Vane, G., Green, R. O., Chrien, T. G., Enmark, H. T., Hansen, E. G., and Porter, W. M. (1993), The airborne visible/infrared imaging spectrometer (AVIRIS). Remote Sens. Environ. 44:127-143.
65. Wessman, C. A., Aber, J. D., Peterson, D. L., and Melillo, J. M. (1988), Remote sensing of canopy chemistry and nitrogen cycling in temperate forest ecosystems. Nature 335: 154-156.