scatt/tests/python/test04.py

#!/usr/bin/env python

# This test case calculates the differential scattering
# cross section from a Luneburg lens, as described in:
# B. R. Johnson, Applied Optics 35 (1996) 3286-3296.

# The Luneburg lens is a sphere of radius a, with a
# radially-varying index of refraction, given by:
# m(r) = [2 - (r/a)**1]**(1/2)

# For the calculations, the Luneburg lens was approximated
# as a multilayered sphere with 500 equally spaced layers.
# The refractive index of each layer is defined to be equal to
# m(r) at the midpoint of the layer: ml = [2 - (xm/xL)**1]**(1/2),
# with xm = (xl-1 + xl)/2, for l = 1,2,...,L. The size
# parameter in the lth layer is xl = l*xL/500. According to
# geometrical optics theory, the differential cross section
# can be expressed as:
# d(Csca)/d(a**2*Omega) = cos(Theta)

# The differential cross section from wave optics is:
# d(Csca)/d(a**2*Omega) = S11(Theta)/x**2

from scattnlay import scattnlay
import numpy as np

nL = 500.0
Xmax = 60.0

x = np.array([np.arange(1.0, nL + 1.0)*Xmax/nL], dtype = np.float64)
m = np.array([np.sqrt((2.0 - ((x[0] - 0.5*Xmax/nL)/60.0)**2.0)) + 0.0j], dtype = np.complex128)

theta = np.arange(0.0, 180.25, 0.25, dtype = np.float64)*np.pi/180.0

terms, Qext, Qsca, Qabs, Qbk, Qpr, g, Albedo, S1, S2 = scattnlay(x, m, theta)

S11 = S1[0].real*S1[0].real + S1[0].imag*S1[0].imag + S2[0].real*S2[0].real + S2[0].imag*S2[0].imag
result = np.vstack((theta*180.0/np.pi, S11/(2.0*Xmax*Xmax), np.cos(theta))).transpose()

try:
    import matplotlib.pyplot as plt

    plt.plot(result[ : , 0], result[ : , 1], 'k', result[ : , 0], result[ : , 2], 'r')

    ax = plt.gca()
    ax.set_yscale('log')
    ax.set_ylim(1e-4, 1e3)

    plt.xlabel('Theta')

    plt.draw()
    plt.show()
finally:
    np.savetxt("test04.txt", result, fmt = "%.5f")
    print result