Commit bfcea745 authored by Laure Ciesla's avatar Laure Ciesla Committed by Yannick Roehlly
Browse files

Implementaiton of the Dale+14 model (AGN+SF)

parent b5622495
......@@ -20,7 +20,7 @@ import numpy as np
from scipy import interpolate
import scipy.constants as cst
from pcigale.data import (Database, Filter, SspM2005, SspBC03, AgnFritz2006,
DL2007)
DALE2014, DL2007)
def read_bc03_ssp(filename):
......@@ -319,6 +319,67 @@ def build_dh2002(base):
base.add_dh2002_infrared_templates(data)
def build_dale2014(base):
dh2002_dir = os.path.join(os.path.dirname(__file__), 'dh2002/')
dale2014_dir = os.path.join(os.path.dirname(__file__), 'dale2014/')
# Getting the alpha grid for the templates
d14cal = np.genfromtxt(dh2002_dir + 'dhcal.dat')
alpha_grid = d14cal[:, 1]
# Getting the lambda grid for the templates and convert from microns to nm.
first_template = np.genfromtxt(dale2014_dir + 'spectra.0.00AGN.dat')
wave = first_template[:, 0] * 1E3
# Getting the stellar emission and interpolate it at the same wavelength grid
stell_emission_file = np.genfromtxt(dale2014_dir + 'stellar_SED_age13Gyr_tau10Gyr.spec')
# A -> to nm
wave_stell = stell_emission_file[:,0] * 0.1
# W/A -> W/nm
stell_emission = stell_emission_file[:,1] * 10
stell_emission_interp = np.interp(wave,wave_stell,stell_emission)
# The models are in nuFnu and contain stellar emission.
# We convert this to W/nm and remove the stellar emission.
# Emission from dust heated by SB
fraction = 0.0
filename = dale2014_dir + "spectra.0.00AGN.dat"
print("Importing {}...".format(filename))
datafile = open(filename)
data = "".join(datafile.readlines())
datafile.close()
for al in range(1,len(alpha_grid),1):
lumin_with_stell = np.genfromtxt(io.BytesIO(data.encode()), usecols=(al))
lumin_with_stell = pow(10,lumin_with_stell) / wave
constant = lumin_with_stell[7] / stell_emission_interp[7]
lumin = lumin_with_stell - stell_emission_interp * constant
lumin[lumin<0] = 0
lumin[wave<2E3] = 0
norm = np.trapz(lumin, x = wave)
lumin = lumin/norm
base.add_dale2014(DALE2014(fraction, alpha_grid[al-1], wave, lumin))
# Emission from dust heated by AGN - Quasar template
fraction = 1.0
filename = dale2014_dir + "spectra.1.00AGN.dat"
print("Importing {}...".format(filename))
datafile = open(filename)
data = "".join(datafile.readlines())
datafile.close()
for al in range(1,len(alpha_grid),1):
lumin_quasar = np.genfromtxt(io.BytesIO(data.encode()), usecols=(al))
lumin_quasar = pow(10,lumin_quasar) / wave
lumin_quasar[lumin_quasar<0] = 0
norm = np.trapz(lumin_quasar, x = wave)
lumin_quasar = lumin_quasar/norm
base.add_dale2014(DALE2014(fraction, alpha_grid[al-1], wave, lumin_quasar))
def build_dl2007(base):
dl2007_dir = os.path.join(os.path.dirname(__file__), 'dl2007/')
......@@ -457,6 +518,11 @@ def build_base():
print("\nDONE\n")
print('#' * 78)
print("7- Importing Dale et al (2014) templates\n")
build_dale2014(base)
print("\nDONE\n")
print('#' * 78)
base.session.close_all()
......
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This source diff could not be displayed because it is too large. You can view the blob instead.
# Ncomp Npar Nlam
# 2 10 1221
# Mstar[Msol/Msol] SFR[Msol/yr/Msol] age_M[Gyr] age_D4000[Gyr] Z_M tau_oSP[Gyr] age_oSP[Gyr] tau_ySP[Gyr] age_ySP[Gyr] frac_burst
# 0.6012 0.3746E-10 7.8702 0.5620 0.020 10.00 13.0000 0.00 0.0000 0.0000
# lambda[A] flux[(W/A)/Msol] flux_ySP[(W/A)/Msol] flux_oSP[(W/A)/Msol]
0.91000E+02 0.1408E+14 0.0000E+00 0.1408E+14
0.94000E+02 0.3231E+14 0.0000E+00 0.3231E+14
0.96000E+02 0.5447E+14 0.0000E+00 0.5447E+14
0.98000E+02 0.8967E+14 0.0000E+00 0.8967E+14
0.10000E+03 0.1444E+15 0.0000E+00 0.1444E+15
0.10200E+03 0.2280E+15 0.0000E+00 0.2280E+15
0.10400E+03 0.3527E+15 0.0000E+00 0.3527E+15
0.10600E+03 0.5361E+15 0.0000E+00 0.5361E+15
0.10800E+03 0.8008E+15 0.0000E+00 0.8008E+15
0.11000E+03 0.1177E+16 0.0000E+00 0.1177E+16
0.11400E+03 0.2430E+16 0.0000E+00 0.2430E+16
0.11800E+03 0.4748E+16 0.0000E+00 0.4748E+16
0.12100E+03 0.7594E+16 0.0000E+00 0.7594E+16
0.12500E+03 0.1365E+17 0.0000E+00 0.1365E+17
0.12700E+03 0.1802E+17 0.0000E+00 0.1802E+17
0.12800E+03 0.2063E+17 0.0000E+00 0.2063E+17
0.13100E+03 0.3050E+17 0.0000E+00 0.3050E+17
0.13200E+03 0.3459E+17 0.0000E+00 0.3459E+17
0.13400E+03 0.4420E+17 0.0000E+00 0.4420E+17
0.13700E+03 0.6287E+17 0.0000E+00 0.6287E+17
0.14000E+03 0.8790E+17 0.0000E+00 0.8790E+17
0.14300E+03 0.1209E+18 0.0000E+00 0.1209E+18
0.14700E+03 0.1806E+18 0.0000E+00 0.1806E+18
0.15100E+03 0.2632E+18 0.0000E+00 0.2632E+18
0.15500E+03 0.3749E+18 0.0000E+00 0.3749E+18
0.15900E+03 0.5229E+18 0.0000E+00 0.5229E+18
0.16200E+03 0.6628E+18 0.0000E+00 0.6628E+18
0.16600E+03 0.8946E+18 0.0000E+00 0.8946E+18
0.17000E+03 0.1187E+19 0.0000E+00 0.1187E+19
0.17300E+03 0.1452E+19 0.0000E+00 0.1452E+19
0.17700E+03 0.1876E+19 0.0000E+00 0.1876E+19
0.18000E+03 0.2253E+19 0.0000E+00 0.2253E+19
0.18200E+03 0.2535E+19 0.0000E+00 0.2535E+19
0.18600E+03 0.3180E+19 0.0000E+00 0.3180E+19
0.19100E+03 0.4151E+19 0.0000E+00 0.4151E+19
0.19400E+03 0.4832E+19 0.0000E+00 0.4832E+19
0.19800E+03 0.5864E+19 0.0000E+00 0.5864E+19
0.20200E+03 0.7045E+19 0.0000E+00 0.7045E+19
0.20500E+03 0.8040E+19 0.0000E+00 0.8040E+19
0.21000E+03 0.9912E+19 0.0000E+00 0.9912E+19
0.21600E+03 0.1253E+20 0.0000E+00 0.1253E+20
0.22000E+03 0.1451E+20 0.0000E+00 0.1451E+20
0.22300E+03 0.1614E+20 0.0000E+00 0.1614E+20
0.22700E+03 0.1848E+20 0.0000E+00 0.1848E+20
0.23000E+03 0.2469E+20 0.0000E+00 0.2469E+20
0.23400E+03 0.4700E+20 0.0000E+00 0.4700E+20
0.24000E+03 0.6534E+20 0.0000E+00 0.6534E+20
0.24600E+03 0.9863E+20 0.0000E+00 0.9863E+20
0.25200E+03 0.2670E+21 0.0000E+00 0.2670E+21
0.25700E+03 0.5299E+21 0.0000E+00 0.5299E+21
0.26000E+03 0.4966E+21 0.0000E+00 0.4966E+21
0.26400E+03 0.1983E+22 0.0000E+00 0.1983E+22
0.26900E+03 0.2413E+22 0.0000E+00 0.2413E+22
0.27400E+03 0.2719E+22 0.0000E+00 0.2719E+22
0.27900E+03 0.1777E+22 0.0000E+00 0.1777E+22
0.28400E+03 0.3342E+22 0.0000E+00 0.3342E+22
0.29000E+03 0.4193E+22 0.0000E+00 0.4193E+22
0.29600E+03 0.3480E+22 0.0000E+00 0.3480E+22
0.30100E+03 0.3039E+22 0.0000E+00 0.3039E+22
0.30800E+03 0.4262E+22 0.0000E+00 0.4262E+22
0.31800E+03 0.4529E+22 0.0000E+00 0.4529E+22
0.32800E+03 0.5231E+22 0.0000E+00 0.5231E+22
0.33800E+03 0.5139E+22 0.0000E+00 0.5139E+22
0.34800E+03 0.4936E+22 0.0000E+00 0.4936E+22
0.35700E+03 0.8523E+22 0.0000E+00 0.8523E+22
0.36600E+03 0.1541E+23 0.0000E+00 0.1541E+23
0.37500E+03 0.1519E+23 0.0000E+00 0.1519E+23
0.38500E+03 0.1165E+23 0.0000E+00 0.1165E+23
0.39500E+03 0.1887E+23 0.0000E+00 0.1887E+23
0.40500E+03 0.2399E+23 0.0000E+00 0.2399E+23
0.41400E+03 0.2381E+23 0.0000E+00 0.2381E+23
0.42200E+03 0.2142E+23 0.0000E+00 0.2142E+23
0.43000E+03 0.2022E+23 0.0000E+00 0.2022E+23
0.44100E+03 0.2380E+23 0.0000E+00 0.2380E+23
0.45100E+03 0.2428E+23 0.0000E+00 0.2428E+23
0.46000E+03 0.2104E+23 0.0000E+00 0.2104E+23
0.47000E+03 0.2130E+23 0.0000E+00 0.2130E+23
0.48000E+03 0.2402E+23 0.0000E+00 0.2402E+23
0.49000E+03 0.1978E+23 0.0000E+00 0.1978E+23
0.50000E+03 0.2462E+23 0.0000E+00 0.2462E+23
0.50600E+03 0.2150E+23 0.0000E+00 0.2150E+23
0.51200E+03 0.3666E+23 0.0000E+00 0.3666E+23
0.52000E+03 0.3435E+23 0.0000E+00 0.3435E+23
0.53000E+03 0.3113E+23 0.0000E+00 0.3113E+23
0.54000E+03 0.2542E+23 0.0000E+00 0.2542E+23
0.55000E+03 0.2453E+23 0.0000E+00 0.2453E+23
0.56000E+03 0.3229E+23 0.0000E+00 0.3229E+23
0.57000E+03 0.3555E+23 0.0000E+00 0.3555E+23
0.58000E+03 0.3409E+23 0.0000E+00 0.3409E+23
0.59000E+03 0.3431E+23 0.0000E+00 0.3431E+23
0.60000E+03 0.2825E+23 0.0000E+00 0.2825E+23
0.61000E+03 0.2763E+23 0.0000E+00 0.2763E+23
0.62000E+03 0.3452E+23 0.0000E+00 0.3452E+23
0.63000E+03 0.3220E+23 0.0000E+00 0.3220E+23
0.64000E+03 0.3476E+23 0.0000E+00 0.3476E+23
0.65000E+03 0.3294E+23 0.0000E+00 0.3294E+23
0.65800E+03 0.2989E+23 0.0000E+00 0.2989E+23
0.66500E+03 0.3335E+23 0.0000E+00 0.3335E+23
0.67500E+03 0.3471E+23 0.0000E+00 0.3471E+23
0.68500E+03 0.2920E+23 0.0000E+00 0.2920E+23
0.69500E+03 0.3346E+23 0.0000E+00 0.3346E+23
0.70500E+03 0.2651E+23 0.0000E+00 0.2651E+23
0.71600E+03 0.3368E+23 0.0000E+00 0.3368E+23
0.72600E+03 0.3352E+23 0.0000E+00 0.3352E+23
0.73500E+03 0.3332E+23 0.0000E+00 0.3332E+23
0.74500E+03 0.3171E+23 0.0000E+00 0.3171E+23
0.75500E+03 0.3109E+23 0.0000E+00 0.3109E+23
0.76500E+03 0.2768E+23 0.0000E+00 0.2768E+23
0.77500E+03 0.3028E+23 0.0000E+00 0.3028E+23
0.78500E+03 0.2756E+23 0.0000E+00 0.2756E+23
0.79500E+03 0.2919E+23 0.0000E+00 0.2919E+23
0.80500E+03 0.2940E+23 0.0000E+00 0.2940E+23
0.81500E+03 0.2920E+23 0.0000E+00 0.2920E+23
0.82500E+03 0.2923E+23 0.0000E+00 0.2923E+23
0.83500E+03 0.2295E+23 0.0000E+00 0.2295E+23
0.84500E+03 0.2795E+23 0.0000E+00 0.2795E+23
0.85500E+03 0.2717E+23 0.0000E+00 0.2717E+23
0.86500E+03 0.2774E+23 0.0000E+00 0.2774E+23
0.87500E+03 0.2747E+23 0.0000E+00 0.2747E+23
0.88500E+03 0.2714E+23 0.0000E+00 0.2714E+23
0.89500E+03 0.2688E+23 0.0000E+00 0.2688E+23
0.90500E+03 0.2608E+23 0.0000E+00 0.2608E+23
0.91500E+03 0.2468E+23 0.0000E+00 0.2468E+23
0.92500E+03 0.5304E+23 0.0000E+00 0.5304E+23
0.93500E+03 0.7976E+23 0.0000E+00 0.7976E+23
0.94500E+03 0.1015E+24 0.0000E+00 0.1015E+24
0.95500E+03 0.1140E+24 0.0000E+00 0.1140E+24
0.96500E+03 0.1226E+24 0.0000E+00 0.1226E+24
0.97500E+03 0.5381E+23 0.0000E+00 0.5381E+23
0.98500E+03 0.9793E+23 0.0000E+00 0.9793E+23
0.99500E+03 0.9192E+23 0.0000E+00 0.9192E+23
0.10050E+04 0.1093E+24 0.0000E+00 0.1093E+24
0.10150E+04 0.1108E+24 0.0000E+00 0.1108E+24
0.10250E+04 0.8038E+23 0.0000E+00 0.8038E+23
0.10350E+04 0.9864E+23 0.0000E+00 0.9864E+23
0.10450E+04 0.1261E+24 0.0000E+00 0.1261E+24
0.10550E+04 0.1204E+24 0.0000E+00 0.1204E+24
0.10650E+04 0.1034E+24 0.0000E+00 0.1034E+24
0.10750E+04 0.1104E+24 0.0000E+00 0.1104E+24
0.10850E+04 0.9789E+23 0.0000E+00 0.9789E+23
0.10950E+04 0.1103E+24 0.0000E+00 0.1103E+24
0.11050E+04 0.1051E+24 0.0000E+00 0.1051E+24
0.11150E+04 0.1023E+24 0.0000E+00 0.1023E+24
0.11250E+04 0.9072E+23 0.0000E+00 0.9072E+23
0.11350E+04 0.1034E+24 0.0000E+00 0.1034E+24
0.11450E+04 0.9763E+23 0.0000E+00 0.9763E+23
0.11550E+04 0.9646E+23 0.0000E+00 0.9646E+23
0.11650E+04 0.9424E+23 0.0000E+00 0.9424E+23
0.11750E+04 0.6628E+23 0.0000E+00 0.6628E+23
0.11850E+04 0.8798E+23 0.0000E+00 0.8798E+23
0.11950E+04 0.7656E+23 0.0000E+00 0.7656E+23
0.12050E+04 0.6702E+23 0.0000E+00 0.6702E+23
0.12150E+04 0.5387E+23 0.0000E+00 0.5387E+23
0.12250E+04 0.7130E+23 0.0000E+00 0.7130E+23
0.12350E+04 0.8299E+23 0.0000E+00 0.8299E+23
0.12450E+04 0.8480E+23 0.0000E+00 0.8480E+23
0.12550E+04 0.8243E+23 0.0000E+00 0.8243E+23
0.12650E+04 0.7881E+23 0.0000E+00 0.7881E+23
0.12750E+04 0.8676E+23 0.0000E+00 0.8676E+23
0.12850E+04 0.8754E+23 0.0000E+00 0.8754E+23
0.12950E+04 0.7709E+23 0.0000E+00 0.7709E+23
0.13050E+04 0.7607E+23 0.0000E+00 0.7607E+23
0.13150E+04 0.8441E+23 0.0000E+00 0.8441E+23
0.13250E+04 0.8078E+23 0.0000E+00 0.8078E+23
0.13350E+04 0.7593E+23 0.0000E+00 0.7593E+23
0.13450E+04 0.8044E+23 0.0000E+00 0.8044E+23
0.13550E+04 0.7770E+23 0.0000E+00 0.7770E+23
0.13650E+04 0.7232E+23 0.0000E+00 0.7232E+23
0.13750E+04 0.7192E+23 0.0000E+00 0.7192E+23
0.13850E+04 0.7092E+23 0.0000E+00 0.7092E+23
0.13950E+04 0.5527E+23 0.0000E+00 0.5527E+23
0.14050E+04 0.5287E+23 0.0000E+00 0.5287E+23
0.14150E+04 0.6562E+23 0.0000E+00 0.6562E+23
0.14250E+04 0.6332E+23 0.0000E+00 0.6332E+23
0.14350E+04 0.6479E+23 0.0000E+00 0.6479E+23
0.14420E+04 0.6547E+23 0.0000E+00 0.6547E+23
0.14470E+04 0.6548E+23 0.0000E+00 0.6548E+23
0.14550E+04 0.6315E+23 0.0000E+00 0.6315E+23
0.14650E+04 0.5978E+23 0.0000E+00 0.5978E+23
0.14750E+04 0.5958E+23 0.0000E+00 0.5958E+23
0.14850E+04 0.5978E+23 0.0000E+00 0.5978E+23
0.14950E+04 0.5901E+23 0.0000E+00 0.5901E+23
0.15050E+04 0.5640E+23 0.0000E+00 0.5640E+23
0.15120E+04 0.5226E+23 0.0000E+00 0.5226E+23
0.15170E+04 0.5379E+23 0.0000E+00 0.5379E+23
0.15250E+04 0.5258E+23 0.0000E+00 0.5258E+23
0.15350E+04 0.4583E+23 0.0000E+00 0.4583E+23
0.15450E+04 0.4225E+23 0.0000E+00 0.4225E+23
0.15550E+04 0.4164E+23 0.0000E+00 0.4164E+23
0.15650E+04 0.4545E+23 0.0000E+00 0.4545E+23
0.15750E+04 0.4794E+23 0.0000E+00 0.4794E+23
0.15850E+04 0.4872E+23 0.0000E+00 0.4872E+23
0.15950E+04 0.4882E+23 0.0000E+00 0.4882E+23
0.16050E+04 0.4709E+23 0.0000E+00 0.4709E+23
0.16150E+04 0.4610E+23 0.0000E+00 0.4610E+23
0.16250E+04 0.4499E+23 0.0000E+00 0.4499E+23
0.16350E+04 0.4649E+23 0.0000E+00 0.4649E+23
0.16450E+04 0.4632E+23 0.0000E+00 0.4632E+23
0.16550E+04 0.4482E+23 0.0000E+00 0.4482E+23
0.16650E+04 0.4615E+23 0.0000E+00 0.4615E+23
0.16720E+04 0.4219E+23 0.0000E+00 0.4219E+23
0.16770E+04 0.4735E+23 0.0000E+00 0.4735E+23
0.16850E+04 0.4706E+23 0.0000E+00 0.4706E+23
0.16950E+04 0.4476E+23 0.0000E+00 0.4476E+23
0.17050E+04 0.4338E+23 0.0000E+00 0.4338E+23
0.17150E+04 0.4130E+23 0.0000E+00 0.4130E+23
0.17250E+04 0.4045E+23 0.0000E+00 0.4045E+23
0.17350E+04 0.4219E+23 0.0000E+00 0.4219E+23
0.17450E+04 0.4126E+23 0.0000E+00 0.4126E+23
0.17550E+04 0.4208E+23 0.0000E+00 0.4208E+23
0.17650E+04 0.4001E+23 0.0000E+00 0.4001E+23
0.17750E+04 0.3952E+23 0.0000E+00 0.3952E+23
0.17850E+04 0.3992E+23 0.0000E+00 0.3992E+23
0.17950E+04 0.4072E+23 0.0000E+00 0.4072E+23
0.18050E+04 0.4036E+23 0.0000E+00 0.4036E+23
0.18150E+04 0.3789E+23 0.0000E+00 0.3789E+23
0.18250E+04 0.3807E+23 0.0000E+00 0.3807E+23
0.18350E+04 0.3705E+23 0.0000E+00 0.3705E+23
0.18450E+04 0.3459E+23 0.0000E+00 0.3459E+23
0.18550E+04 0.3475E+23 0.0000E+00 0.3475E+23
0.18650E+04 0.3509E+23 0.0000E+00 0.3509E+23
0.18750E+04 0.3604E+23 0.0000E+00 0.3604E+23
0.18850E+04 0.3360E+23 0.0000E+00 0.3360E+23
0.18950E+04 0.3240E+23 0.0000E+00 0.3240E+23
0.19050E+04 0.3365E+23 0.0000E+00 0.3365E+23
0.19150E+04 0.3245E+23 0.0000E+00 0.3245E+23
0.19250E+04 0.3120E+23 0.0000E+00 0.3120E+23
0.19350E+04 0.3218E+23 0.0000E+00 0.3218E+23
0.19450E+04 0.3294E+23 0.0000E+00 0.3294E+23
0.19550E+04 0.3060E+23 0.0000E+00 0.3060E+23
0.19670E+04 0.3245E+23 0.0000E+00 0.3245E+23
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0.66700E+04 0.1875E+23 0.0000E+00 0.1875E+23
0.66900E+04 0.1902E+23 0.0000E+00 0.1902E+23
0.67100E+04 0.1840E+23 0.0000E+00 0.1840E+23
0.67300E+04 0.1878E+23 0.0000E+00 0.1878E+23
0.67500E+04 0.1850E+23 0.0000E+00 0.1850E+23
0.67700E+04 0.1860E+23 0.0000E+00 0.1860E+23