696
from Eq. (3).
In Fig. 3 the values measured by Ranson et al. (1985) and the calculated
values of the direct to total irradiation ratio are plotted versus wavelength with
the Angstrom turbidity factor estimated from the measured sky radiation ratio at
À = 560 nm.
Both the PROSPECT model and the Price functions approximate the respective
measured spectra rather well. The measured leaf inclination distribution has large
fluctuations, thus the elliptical distribution is not a very good approximation for
it. The calculated irradiance ratio increases more rapidly with wavelength than the
measured one. Obviously, this spectrum at West Lafayette, IN (40*N, 87*W) differs
from that in Great Britain (53*N, 1*W).
The most problematic issue is the estimation of the wax refraction index. The
range of c n values is 0.8 ... 1.0 (1.2). This value significantly affects the shape
of the angular distribution of canopy reflectance in spectral regions with high
absorption, especially in the case of low Sun. Hence, the parameter c can be esti
mated by solving the inverse problem for bidirectional reflectance 'in the red or
blue spectral region. In the NIR spectral region in nadir the influence of this
parameter almost disappears and we can keep its value constant.
There is no change in the representation of the canopy reflectance angular
distribution in the new model compared with the FOR model. Consequently, the new
model has the same problems with reflectance angular distribution as its
predecessors: it works well in the spectral regions where the single scattering of
radiations dominates, and may have some problems in the case of significant
multiple scattering. These problems have been discussed by Kuusk (1991b, 1993). In
the present paper main emphasis is placed on the correspondence of the estimated
canopy spectra to those measured. A comparison with corn nadir reflectance data
acquired by Ranson et al. (1985) follows. The canopy and soil reflectances were
measured with a Barnes Model 12-1000 multiband radiometer in 7 visible and
reflective infrared channels. The values of model input parameters used are given
in Table 1.
Table 1. The input values of model parameters
LAI
W
H
1.2 (0.3)
Measured
0.39 (0.05)
Measured
0.56 m (0.09)
Measured
°- 1 2
100 ug/cm
Estimated inverting the PROSPECT model with
0.026 cm
measured leaf reflectance and transmittance
1.09
spectra
0.9
10.7°
Estimated fitting the measured leaf inclin
0.972
ation distribution
0.213
0.100
Estimated fitting the measured soil
0.013
reflectance spectrum
0.015
The standard deviation of measured values is in parenthesis.
Figure 4 compares the measured nadir reflectance values with those calculated
with the new model. The deviation between the calculated and the measured
reflectance values does not exceed 3%. However, there is a systematic discrepancy
between the measured and the calculated data. In those spectral regions where the
soil is brighter than the vegetation, the estimated values are lower than the
measured ones and vice versa. The main reason for this discrepancy seems to be the
overestimation of ground cover in model calculations. If LAI = 1.2, there should