Files
FOC_Reduction/src/overplot.py
2022-05-25 11:31:18 +02:00

46 lines
2.6 KiB
Python
Executable File

#!/usr/bin/python3
from astropy.io import fits
import numpy as np
from copy import deepcopy
from lib.plots import overplot_radio, overplot_pol
from matplotlib.colors import LogNorm
Stokes_UV = fits.open("../data/IC5063_x3nl030/IC5063_FOC_combine_FWHM020.fits")
Stokes_18GHz = fits.open("../data/IC5063_x3nl030/radio/IC5063.18GHz.fits")
Stokes_24GHz = fits.open("../data/IC5063_x3nl030/radio/IC5063.24GHz.fits")
Stokes_103GHz = fits.open("../data/IC5063_x3nl030/radio/I5063_103GHz.fits")
Stokes_229GHz = fits.open("../data/IC5063_x3nl030/radio/I5063_229GHz.fits")
Stokes_357GHz = fits.open("../data/IC5063_x3nl030/radio/I5063_357GHz.fits")
Stokes_S2 = fits.open("../data/IC5063_x3nl030/POLARIZATION_COMPARISON/S2_rot_crop.fits")
Stokes_IR = fits.open("../data/IC5063_x3nl030/IR/u2e65g01t_c0f_rot.fits")
levelsMorganti = np.array([1.,2.,3.,8.,16.,32.,64.,128.])
#levels18GHz = np.array([0.6, 1.5, 3, 6, 12, 24, 48, 96])/100.*Stokes_18GHz[0].data.max()
levels18GHz = levelsMorganti*0.28*1e-3
A = overplot_radio(Stokes_UV, Stokes_18GHz)
A.plot(levels=levels18GHz, SNRp_cut=3.0, SNRi_cut=80.0, savename='../plots/IC5063_x3nl030/18GHz_overplot_forced.png')
#levels24GHz = np.array([1.,1.5, 3, 6, 12, 24, 48, 96])/100.*Stokes_24GHz[0].data.max()
levels24GHz = levelsMorganti*0.46*1e-3
B = overplot_radio(Stokes_UV, Stokes_24GHz)
B.plot(levels=levels24GHz, SNRp_cut=3.0, SNRi_cut=80.0, savename='../plots/IC5063_x3nl030/24GHz_overplot_forced.png')
levels103GHz = np.linspace(1,99,11)/100.*np.max(deepcopy(Stokes_103GHz[0].data[Stokes_103GHz[0].data > 0.]))
C = overplot_radio(Stokes_UV, Stokes_103GHz)
C.plot(levels=levels103GHz, SNRp_cut=3.0, SNRi_cut=80.0, savename='../plots/IC5063_x3nl030/103GHz_overplot_forced.png')
levels229GHz = np.linspace(1,99,11)/100.*np.max(deepcopy(Stokes_229GHz[0].data[Stokes_229GHz[0].data > 0.]))
D = overplot_radio(Stokes_UV, Stokes_229GHz)
D.plot(levels=levels229GHz, SNRp_cut=3.0, SNRi_cut=80.0, savename='../plots/IC5063_x3nl030/229GHz_overplot_forced.png')
levels357GHz = np.linspace(1,99,11)/100.*np.max(deepcopy(Stokes_357GHz[0].data[Stokes_357GHz[0].data > 0.]))
E = overplot_radio(Stokes_UV, Stokes_357GHz)
E.plot(levels=levels357GHz, SNRp_cut=3.0, SNRi_cut=80.0, savename='../plots/IC5063_x3nl030/357GHz_overplot_forced.png')
F = overplot_pol(Stokes_UV, Stokes_S2)
F.plot(SNRp_cut=3.0, SNRi_cut=80.0, savename='../plots/IC5063_x3nl030/S2_overplot_forced.png', norm=LogNorm(vmin=5e-20,vmax=5e-18))
G = overplot_pol(Stokes_UV, Stokes_IR, norm=LogNorm(vmin=1e-17,vmax=5e-15), cmap='inferno_r')
G.plot(SNRp_cut=3.0, SNRi_cut=80.0, savename='../plots/IC5063_x3nl030/IR_overplot_forced.png', norm=LogNorm(vmin=1e-17,vmax=5e-15), cmap='inferno_r')