Jj. Boreux et L. Duckstein, A FUZZY APPROACH TO THE DEFINITION OF STANDARDIZED VISIBILITY IN FOG, Applied mathematics and computation, 61(2-3), 1994, pp. 287-299
The problem of defining the physical concept of standardized visibilit
y is addressed by means of a fuzzy logic approach. Assuming that sever
al hypotheses hold, it is possible to evaluate a standardized visibili
ty V(k) (or meteorological visual range) as the ratio of a psychometri
c coefficient k and the extinction coefficient sigma of the aerosol. T
he main disadvantage of this relationship due to Koschmieder [7] stems
from the fact that the meteorological visual range can be very differ
ent from visibility estimated by a human observer with normal sight. T
his is particularly true during fog occurrences. A fuzzy approach is u
sed to evaluate a relationship between the fog extinction coefficient
supplied by a transmissometer and the corresponding visibility evaluat
ed by an expert. Calculations are performed according to two different
approaches. First, a so-called fuzzy hyperbolic model based on a dist
ance defined by Bardossy et al. [2] is presented, yielding a crisp (no
nfuzzy) value of the coefficient k. Next, we use the multiplication of
two fuzzy numbers, taken as triangular, to build an average fuzzy num
ber k that accounts for the different values found in the literature.
The defuzzification of k confirms the result obtained by the first app
roach.