Q: Why does using magnitudes turn the exponential relationship
into a linear one?
Magnitudes are defined using the logarithm of intensity:
mag = const - 2.5*log10 ( Intensity)
Q: What is the relationship between the coefficients f and k?
I
(m - m0) = -2.5 log10 ( ----- )
I0
But in this case,
I -fX
----- = e
I0
Thus
-fX 1 -fX
(m - m0) = -2.5 log10 (e ) = -2.5 * ------ * ln(e )
ln(10)
= -1.09 (-fX)
= 1.09 * fX
And so
m = m0 + 1.09*fX = m0 + kX
Therefore,
1.09*f = k
or, to a decent approximation
f ~ k