Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density

Remote Sensing of Environment - Tập 76 - Trang 156-172 - 2001
N.H Broge1, E Leblanc2
1Department of Agricultural Systems, Danish Institute of Agricultural Sciences, Research Centre Foulum, P.O. Box 50, DK-8830 Tjele, Denmark
2USDA-ARS, Biometrical Consulting Service, 10300 Baltimore Avenue., Beltsville, MD, USA

Tài liệu tham khảo

Baret, 1987, Monitoring wheat canopies with a high spectral resolution radiometer, Remote Sensing of the Environment, 22, 367, 10.1016/0034-4257(87)90089-7 Baret, 1991, Potentials and limits of vegetation indices for LAI and APAR assessment, Remote Sensing of the Environment, 35, 161, 10.1016/0034-4257(91)90009-U Baret, F., Guyot, G., Major D.J. (1989). TSAVI: a vegetation index which minimizes soil brightness effects on LAI and APAR estimation. In: Proc. IGARRS '89. 12th Canadian Symposium on Remote Sensing, (vol. 3, pp. 1355–1358). Vancouver, Canada, p. 4 (10–14 July). Baret, 1992, Modelled analysis of the biophysical nature of spectral shifts and comparison with information content of broad bands, Remote Sensing of the Environment, 41, 133, 10.1016/0034-4257(92)90073-S Baret, 1990, Are the spectral shifts an operational concept? — Critical analysis of theoretical and experimental results, 58 Ben-dor, 1995, Surface mineral mapping of Makhtesh Ramon, Negev, Israel using GER 63 channel scanner data, International Journal of Remote Sensing, 16, 3529, 10.1080/01431169508954644 Bonham-Carter, 1988, Numerical procedures and computer program for fitting an inverted Gaussian model to vegetation reflectance data, Computer & Geosciences, 14, 339, 10.1016/0098-3004(88)90065-9 Boochs, 1997, Shape of the red edge as vitality indicator for plants, International Journal of Remote Sensing, 11, 1741, 10.1080/01431169008955127 Broge, 1997, Analysis of spectral–biophysical relationships for a wheat canopy, vol. II, 373 BSC (Better Solutions Consulting Limited Liability). ENVI User's Guide. July 1999 edition. Clevers, 1989, The application of a weighted infra-red vegetation index for estimating leaf area index by correcting for soil moisture, Remote Sensing of the Environment, 29, 25, 10.1016/0034-4257(89)90076-X Collins, 1978, Remote sensing of crop type and maturity, Photogrammetric Engineering and Remote Sensing, 26, 43 Daughtry, 1996, Estimating crop residue cover by blue fluorescence imaging, Remote Sensing of the Environment, 60, 14, 10.1016/S0034-4257(96)00118-6 Dawson, 1998, A new technique for interpolating the red edge position, International Journal of Remote Sensing, 19, 2133, 10.1080/014311698214910 Demetriades-Shah, 1990, High resolution derivative spectra in remote sensing, Remote Sensing of the Environment, 33, 55, 10.1016/0034-4257(90)90055-Q Elvidge, 1995, Comparison of broad-band and narrow-band red and near-infrared vegetation indices, Remote Sensing of the Environment, 54, 38, 10.1016/0034-4257(95)00132-K Gilabert, 1996, Analyses of spectral–biophysical relationships for a corn canopy, Remote Sensing of the Environment, 55, 11, 10.1016/0034-4257(95)00187-5 Gitelson, 1996, Detection of red edge position and chlorophyll content by reflectance measurements near 700 nm, Journal of Plant Physiology, 148, 501, 10.1016/S0176-1617(96)80285-9 Goel, 1984, Inversion of vegetation canopy reflectance models for estimating agronomic variables: IV. Total inversion of the sail model, Remote Sensing of the Environment, 15, 237, 10.1016/0034-4257(84)90034-8 Guyot, 1992, Imaging spectroscopy for vegetation studies, 145 Hall, 1987 Holben, 1998, AERONET — a federated instrument network and data archive for aerosol characterization, Remote Sensing of the Environment, 66, 1, 10.1016/S0034-4257(98)00031-5 Horler, 1983, The red edge of plant leaf reflectance, International Journal of Remote Sensing, 4, 273, 10.1080/01431168308948546 Horler, 1983, Red edge measurements for remotely sensing plant chlorophyll content, Advances in Space Research, 3, 273, 10.1016/0273-1177(83)90130-8 Huete, 1988, A Soil-Adjusted Vegetation Index (SAVI), Remote Sensing of the Environment, 25, 295, 10.1016/0034-4257(88)90106-X Huete, 1989, Soil influences in remotely sensed vegetation-canopy spectra, 107 Huete, 1988, Soil and atmosphere influences on the spectra of partial canopies, Remote Sensing of the Environment, 25, 89, 10.1016/0034-4257(88)90043-0 Huete, 1985, Spectral response of a plant canopy with different soil backgrounds, Remote Sensing of the Environment, 17, 37, 10.1016/0034-4257(85)90111-7 Jackson, 1986, Spectral response of architecturally different wheat canopies, Remote Sensing of the Environment, 20, 43, 10.1016/0034-4257(86)90013-1 Jackson, 1983, Discrimination of growth and water stress in wheat by various vegetation indices through clear and turbid atmospheres, Remote Sensing of the Environment, 13, 187, 10.1016/0034-4257(83)90039-1 Jacquemoud, 1993, Inversion of the PROSPECT+SAIL canopy reflectance model from AVIRIS equivalent spectra: theoretical study, Remote Sensing of the Environment, 44, 281, 10.1016/0034-4257(93)90022-P Jacquemoud, 1990, PROSPECT: a model of leaf optical properties spectra, Remote Sensing of the Environment, 34, 75, 10.1016/0034-4257(90)90100-Z Jacquemoud, 1995, Extraction of vegetation biophysical parameters by inversion of the PROSPECT+SAIL models on sugar beet canopy reflectance data. Application to TM and AVIRIS sensors, Remote Sensing of the Environment, 52, 163, 10.1016/0034-4257(95)00018-V Jacquemoud, 1996, Estimating leaf biochemistry using the PROSPECT leaf optical properties model, Remote Sensing of the Environment, 56, 194, 10.1016/0034-4257(95)00238-3 Jordan, 1969, Derivation of leaf area index from quality of light on the forest floor, Ecology, 50, 663, 10.2307/1936256 Kaufman, 1989, The atmospheric effect on remote sensing and its correction, 336 Kim, 1994, The use of high spectral resolution bands for estimating absorbed photosynthetically active radiation (APAR), 299 Kruse, 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 the Environment, 24, 31, 10.1016/0034-4257(88)90004-1 Kuusk, 1991, The hot spot effect in plant canopy reflectance, Chapter 2, 139 Lichtenthaler, 1996, Non destructive determination of chlorophyll content of leaves of a green and an aurea mutant of tobacco by reflectance measurements, Journal of Plant Physiology, 148, 483, 10.1016/S0176-1617(96)80283-5 Major, 1990, A ratio vegetation index adjusted for soil brightness, International Journal of Remote Sensing, 11, 727, 10.1080/01431169008955053 Marquardt, 1963, An algorithm for least squares estimation of nonlinear parameters, Journal for the Society of Industrial and Applied Mathematics, 11, 431, 10.1137/0111030 Mauser, 1995, Imaging spectroscopy in hydrology and agriculture — determination of model parameters, 261 McClatchey, 1971, Optical properties of the atmosphere, Environment Research Papers, 354 McClatchey, 1972 Miller, 1990, Quantitative characterization of the vegetation red edge reflectance, International Journal of Remote Sensing, 11, 1755, 10.1080/01431169008955128 Myneni, 1994, On the relationship between FAPAR and NDVI, Remote Sensing of the Environment, 49, 200, 10.1016/0034-4257(94)90016-7 Pearson, 1972, 1357 Pinter, 1985, Sun-angle and canopy-architecture effects on the spectral reflectance of six wheat cultivars, International Journal of Remote Sensing, 6, 1813, 10.1080/01431168508948330 Press, 1989, Numerical recipes in Pascal Qi, 1994, A modified soil adjusted vegetation index, Remote Sensing of the Environment, 48, 119, 10.1016/0034-4257(94)90134-1 Richardson, 1977, Distinguishing vegetation from soil background information, Photogrammetric Engineering and Remote Sensing, 43, 1541 Roujean, 1995, Estimating PAR absorbed by vegetation from bidirectional reflectance measurements, Remote Sensing of the Environment, 51, 375, 10.1016/0034-4257(94)00114-3 Rouse, J. W., Haas, R. H., Schell, J. A., Deering, D. W., & Harlan, J. C. (1974). Monitoring the vernal advancement of retrogradation of natural vegetation. NASA/GSFC, Type III, Final Report, Greenbelt, MD, USA, pp. 1-371. Slater, 1982, Atmospheric effect on radiation reflected from soil and vegetation as measured by orbiting sensors using various scanning directions, Applied Optics, 21, 3923, 10.1364/AO.21.003923 Thomas, 1977, Leaf reflectance vs. leaf chlorophyll and cartenoid concentrations for eight crops, Agronomy Journal, 69, 799, 10.2134/agronj1977.00021962006900050017x Verhoef, 1984, Light scattering by leaf layers with application to canopy reflectance modeling: the SAIL model, Remote Sensing of the Environment, 16, 125, 10.1016/0034-4257(84)90057-9 Vermote, E., Tanre, D., Deuze, J. L., Herman, M., & Morcrette, J. J. (1996). 6S User Guide, version 1, October 7, 1996 (unpublished). Wiegand, 1992, Multisite analyses of spectral–biophysical data for wheat, Remote Sensing of the Environment, 42, 1, 10.1016/0034-4257(92)90064-Q