on
ut
also
arlier)
ach
tive
bi-
tone
yses
es)
ture
es
or
use
bles
and
op
gating
ne
etter
Table 4
Summary of Success Scores of Tonal and Textural Variables in
Combinations
(For Five Crop Types)
Variables 3-6 1,3-6 153,9 2,4,6 3,5 4,6
Percentage 80$ 79% 66% 45% 45% 46%
Successes
ES — — — — — —— — — — — — — —— — — — — — — — —— — — — — — — — — — — — — —— — —— — — —— —— ——
(For Four Crop Types)
Variables 3-6 1,3-6 5,6 3,4 1,2
Percentage 88% 86% 75% 80% 62%
Successes
Variables: 1 = Tone Small Scale 2 = Texture Small Scale
3 = Tone Medium Scale 4 = Texture Medium Scale
5 = Tone Large Scale 6 = Texture Large Scale
first three crop comparisons, is illustrated in the table, while
in the last three crop comparisons, texture played almost an ex-
clusive role in discrimination with little or marginal increase by
use of tone in addition to texture. It is apparent that if only
pairs of crops were to be discriminated, one scale (medium or large)
was sufficient. Medium was better in some cases while the large in
some others. This explains the improvement in overall success by
use of both scales when all the crop types are to be discriminated
simultaneously. (Wheat fields are not included in this summary as
they are easily separated from all other crop types by tonal vari-
ables alone at all the three scales independently).
Tonal and Textural bivariate plots (figures 1 to 5)
Figure 1 is a bivariate plot of tone and texture at small scale.
There is little separation at the contact scale except between wheat
and other crop types.
Figure 2 is bivariate plot of tone and texture at the medium scale
and Figure 3 is a similar plot at the large scale. The following
should be noted:
a) size of the ellipses are generally reduced as compared. to
Figure 1 indicating reduction of variances;
b) there is little correlation between tonal and textural variables.
Thus texture provides additional information;
c) the role of texture is supplementary as well as complementary
to that of tone. This is particularly evident in the separation
of corn crop from the idle fields and idle fields from the wheat
fields.