Statistical relations between the spectral extinction coefficient a(l) (l = 0.4-11.5 mm) of aerosol in an arid zone measured along a horizontal path and aureole portions of scattering phase function b and size-distribution function f(r) are studied. A possibility of reconstructing a(l) in the entire spectral region using a few parameter models with input parameters obtained from in situ measurements is estimated.