From ead3a4f927c3bdf07171238dc46b4d4882783c26 Mon Sep 17 00:00:00 2001 From: Lia Corrales Date: Sun, 24 Jun 2018 00:03:14 +0200 Subject: [PATCH 01/10] holding place; need to recalculate ismdust model with eblur/newdust --- make_xs_ext.py | 84 +++++++++++++++++++++++++------------------------- 1 file changed, 42 insertions(+), 42 deletions(-) diff --git a/make_xs_ext.py b/make_xs_ext.py index 61bd220..a7ebf3f 100755 --- a/make_xs_ext.py +++ b/make_xs_ext.py @@ -1,12 +1,12 @@ #! /usr/bin/env python """ - make_xs_ext.py -- A generic python script for making the extinction + make_xs_ext.py -- A generic python script for making the extinction cross-section for use in XSPEC model ISMdust. - - Modify the magic numbers at the beginning of this file to change the + + Modify the magic numbers at the beginning of this file to change the grain size distribution and other dust properties. - + Created by: Lia Corrales (lia@space.mit.edu) 2015.11.18 """ @@ -22,14 +22,13 @@ import os import sys -## Requires installation of github.com/eblur/dust -import dust -import sigma_scat as ss +## Requires installation of github.com/eblur/newdust +import newdust ##-------------- Magic numbers, feel free to change -------------------## ## Silicate grain properties -_amin_s = 0.005 +_amin_s = 0.005 _amax_s = 0.3 # min and max grain radius [um] _p_s = 3.5 # power law slope for grain size distribution _rho_s = 3.8 # dust grain density [g cm^-3] @@ -41,11 +40,11 @@ _p_g = 3.5 # power law slope for grain size distribution _rho_g = 2.2 # dust grain density [g cm^-3] _grafile = 'graphite_xs.fits' -_smooth_graphite_xs = True -# ^ Change to False to remove power law approximation +_smooth_graphite_xs = True +# ^ Change to False to remove power law approximation # on high E side of graphite cross section -_myname = 'lia@space.mit.edu' +_myname = 'liac@umich.edu' _outdir = 'edge_files/' # file output directory ##-------------- Do not change these values --------------------------## @@ -61,14 +60,17 @@ _hc = (_h*_c) / (_keV*_angs) # keV angs -## Final energy grid to use +## Final energy grid to use ## NOTE: ismdust model will break if you change the number of elements in the grid +_fek_region = np.arange(1.5, 1.91, 0.005) # 5 eV resolution _dangs = 0.005 _AGRID = np.arange(1.0,130.0,_dangs) # wavelength [angs] _EGRID = _hc / (_AGRID[::-1]) # keV _FINAL_FILE = 'xs_ext_grid.fits' print("Creating a final energy grid of length %d" % (len(_EGRID)) ) +# in the past: 25800 +# now (2018.06.23): _egrid_lores = np.logspace(-1.3, 1.1, 100.0) @@ -85,7 +87,7 @@ def __init__(self, filename): data = fits.open(filename)[1].data self.energy = data['energy'] self.tauext = data['ext'] - + def __call__(self, e): result = interp1d(self.energy, self.tauext) return result(e) @@ -101,19 +103,19 @@ def _insert_edge_grid(lores_grid, edge_grid): return result def _write_all_xs_fits(filename, egrid, xs_ext, xs_sca, params, clobber=True): - + amin, amax, p, rho, mdust, gtype = params - + col1 = fits.Column(name='energy', format='E', array=egrid) col2 = fits.Column(name='angstroms', format='E', array=_hc/egrid) col3 = fits.Column(name='ext', format='E', array=xs_ext) col4 = fits.Column(name='sca', format='E', array=xs_sca) col5 = fits.Column(name='abs', format='E', array=xs_ext-xs_sca) - + cols = fits.ColDefs([col1,col2,col3,col4,col5]) tbhdu = fits.BinTableHDU.from_columns(cols) #tbhdu.writeto(filename) - + prihdr = fits.Header() prihdr['AMIN'] = "%.3f" % (amin) prihdr['AMAX'] = "%.3f" % (amax) @@ -123,7 +125,7 @@ def _write_all_xs_fits(filename, egrid, xs_ext, xs_sca, params, clobber=True): prihdr['GTYPE'] = gtype prihdr['COMMENT'] = "Created by %s on %s" % (_myname, datetime.date.today()) prihdu = fits.PrimaryHDU(header=prihdr) - + thdulist = fits.HDUList([prihdu, tbhdu]) thdulist.writeto(filename, clobber=clobber) return @@ -149,34 +151,34 @@ def silicate_xs( nproc=4 ): egrid_sil = np.copy(_egrid_lores) for edge in [_ANGSTROMS_OK, _ANGSTROMS_FeL, _ANGSTROMS_MgSi]: egrid_sil = _insert_edge_grid(egrid_sil, _hc/edge[::-1]) - + print(egrid_sil) - + sil_params = [_amin_s, _amax_s, _p_s, _rho_s, _mdust, 'Silicate'] print("Making Silicate cross section with\n\tamin=%.3f\n\tamax=%.3f\n\tp=%.2f\n\trho=%.2f" \ % (_amin_s, _amax_s, _p_s, _rho_s) ) print("Output will be sent to %s" % (_outdir+_silfile)) - + """ def _tau_sca(E): result = ss.Kappascat(E=E, dist=_dustspec(sil_params), scatm=ss.makeScatmodel('Mie','Silicate')) return result.kappa[0] * _mdust - + def _tau_ext(E): result = ss.Kappaext(E=E, dist=_dustspec(sil_params), scatm=ss.makeScatmodel('Mie','Silicate')) return result.kappa[0] * _mdust - + pool = multiprocessing.Pool(processes=nproc) sca_sil = pool.map(_tau_sca, egrid_sil) ext_sil = pool.map(_tau_ext, egrid_sil) pool.close()""" - + Ksca_sil = ss.Kappascat(E=egrid_sil, dist=_dustspec(sil_params), scatm=ss.makeScatmodel('Mie','Silicate')) Kext_sil = ss.Kappaext(E=egrid_sil, dist=_dustspec(sil_params), scatm=ss.makeScatmodel('Mie','Silicate')) - + sca_sil = Ksca_sil.kappa * _mdust ext_sil = Kext_sil.kappa * _mdust - + _write_all_xs_fits(_outdir+_silfile, egrid_sil, ext_sil, sca_sil, sil_params) return @@ -185,39 +187,39 @@ def _tau_ext(E): def graphite_xs( nproc=4 ): egrid_gra = np.copy(_egrid_lores) egrid_gra = _insert_edge_grid(egrid_gra, _hc/_ANGSTROMS_OK[::-1]) - + gra_params = [_amin_g, _amax_g, _p_g, _rho_g, _mdust, 'Graphite'] print("Making Graphite cross section with\n\tamin=%.3f\n\tamax=%.3f\n\tp=%.2f\n\trho=%.2f" \ % (_amin_g, _amax_g, _p_g, _rho_g)) print("Output will be sent to %s" % (_outdir+_grafile)) - + """ def _tau_sca(E): result = ss.Kappascat(E=E, dist=_dustspec(gra_params), scatm=ss.makeScatmodel('Mie','Graphite')) return result.kappa[0] * _mdust - + def _tau_ext(E): result = ss.Kappascat(E=E, dist=_dustspec(gra_params), scatm=ss.makeScatmodel('Mie','Graphite')) return result.kappa[0]] * _mdust - + pool = multiprocessing.Pool(processes=nproc) sca_gra = pool.map(_tau_sca, egrid_gra) ext_sil = pool.map(_tau_ext, egrid_gra) pool.close()""" - + Ksca_gra = ss.Kappascat(E=egrid_gra, dist=_dustspec(gra_params), scatm=ss.makeScatmodel('Mie','Graphite')) Kext_gra = ss.Kappaext(E=egrid_gra, dist=_dustspec(gra_params), scatm=ss.makeScatmodel('Mie','Graphite')) - + sca_gra = Ksca_gra.kappa * _mdust ext_gra = Kext_gra.kappa * _mdust - + # smooth the xs behavior for energies > esmooth def _smooth_xs(esmooth, xs, pslope): ipow = np.where(egrid_gra >= esmooth)[0] # closest value to the desired esmooth value result = np.copy(xs) result[ipow] = xs[ipow[0]] * np.power(egrid_gra[ipow]/egrid_gra[ipow[0]], pslope) return result - + if _smooth_graphite_xs: ESMOOTH, PSCA, PABS = 1.0, -2.0, -2.9 # determined by hand print("Smoothing Graphite cross section with\n\tp=%.2f (scattering)\n\tp=%.2f (absorption)" % (PSCA,PABS)) @@ -227,7 +229,7 @@ def _smooth_xs(esmooth, xs, pslope): _write_all_xs_fits(_outdir+_grafile, egrid_gra, new_ext_gra, new_sca_gra, gra_params) else: _write_all_xs_fits(_outdir+_grafile, egrid_gra, ext_gra, sca_gra, gra_params) - + return ##-------------- Combine both into one fits file --------------## @@ -235,21 +237,21 @@ def _smooth_xs(esmooth, xs, pslope): def make_xs_fits(clobber=True): sil = Xsect(_outdir+_silfile) gra = Xsect(_outdir+_grafile) - + col1 = fits.Column(name='energy', format='E', array=_EGRID*1.e3) # units of eV col2 = fits.Column(name='sil_ext', format='E', array=sil(_EGRID)) col3 = fits.Column(name='gra_ext', format='E', array=gra(_EGRID)) - + cols = fits.ColDefs([col1,col2,col3]) tbhdu = fits.BinTableHDU.from_columns(cols) #tbhdu.writeto(filename) - + prihdr = fits.Header() prihdr['SIL_FILE'] = "%s" % (_silfile) prihdr['GRA_FILE'] = "%s" % (_grafile) prihdr['COMMENT'] = "Created by %s on %s" % (_myname, datetime.date.today()) prihdu = fits.PrimaryHDU(header=prihdr) - + thdulist = fits.HDUList([prihdu, tbhdu]) thdulist.writeto(_outdir+_FINAL_FILE, clobber=clobber) return @@ -258,7 +260,7 @@ def make_xs_fits(clobber=True): if __name__ == '__main__': args = sys.argv - print os.environ['PYTHONPATH'] + #print(os.environ['PYTHONPATH']) if 'sil' in args: #print('silicate on') silicate_xs() @@ -268,5 +270,3 @@ def make_xs_fits(clobber=True): if 'combine' in args: #print('combine on') make_xs_fits() - - From 47c7f422d8e538bc5e35289ac3d986f352d31e93 Mon Sep 17 00:00:00 2001 From: Lia Corrales Date: Sun, 24 Jun 2018 21:27:59 +0200 Subject: [PATCH 02/10] Changed energy grids to include high resolution in Fe K --- make_xs_ext.py | 35 ++++++++++++++++++++++------------- 1 file changed, 22 insertions(+), 13 deletions(-) diff --git a/make_xs_ext.py b/make_xs_ext.py index a7ebf3f..aa257c0 100755 --- a/make_xs_ext.py +++ b/make_xs_ext.py @@ -9,6 +9,7 @@ Created by: Lia Corrales (lia@space.mit.edu) 2015.11.18 + 2016.06.25 -- updated for use with eblur/newdust """ import numpy as np @@ -62,23 +63,31 @@ ## Final energy grid to use ## NOTE: ismdust model will break if you change the number of elements in the grid -_fek_region = np.arange(1.5, 1.91, 0.005) # 5 eV resolution -_dangs = 0.005 -_AGRID = np.arange(1.0,130.0,_dangs) # wavelength [angs] -_EGRID = _hc / (_AGRID[::-1]) # keV +_FeK = np.arange(1.5, 1.91, 0.005) # 5 eV resolution in Fe K region +_Atemp = np.arange(1.0,130.0, 0.005) # 5 mAngstrom resolution everywhere else +_Etemp = _hc / (_Atemp[::-1]) # keV + +# Final energy grid (keV) +_EGRID = np.append(np.append(np.append(_Etemp[_Etemp < _FeK[0]], _FeK), + _Etemp[_Etemp > _FeK[-1]]), + np.arange(12.5, 100.01, 0.1)) # 100 eV resolution up to 100 keV + _FINAL_FILE = 'xs_ext_grid.fits' print("Creating a final energy grid of length %d" % (len(_EGRID)) ) # in the past: 25800 -# now (2018.06.23): - -_egrid_lores = np.logspace(-1.3, 1.1, 100.0) +# now (2018.06.24): 28405 +# Low resulotion grids for computing +# This is for computing the cross-sections, then later +# we will interpolate those cross-sections onto _EGRID +_egrid_lores = np.logspace(-1.3, 2.0, 200.0) # Energy grids for particular edges -_ANGSTROMS_OK = np.linspace(22.0, 28.0, 1200) -_ANGSTROMS_FeL = np.linspace(15.0, 21.0, 1200) -_ANGSTROMS_MgSi = np.linspace(5.0, 11.0, 1200) -_ANGSTROMS_CK = np.linspace(35, 48, 2600) +_ANGSTROMS_OK = np.linspace(22.0, 28.0, 1200) # 5 mA resolution +_ANGSTROMS_FeL = np.linspace(15.0, 21.0, 1200) # 5 mA resolution +_ANGSTROMS_MgSi = np.linspace(5.0, 11.0, 1200) # 5 mA resolution +_ANGSTROMS_FeK = np.linspace(1.5, 1.9, 1200) # 3.3 mA resolution +_ANGSTROMS_CK = np.linspace(35, 48, 2600) # 5 mA resolution ##-------------- Supporting structures and functions -----------------## @@ -149,7 +158,7 @@ def _tau_ext_E( E, params ): def silicate_xs( nproc=4 ): egrid_sil = np.copy(_egrid_lores) - for edge in [_ANGSTROMS_OK, _ANGSTROMS_FeL, _ANGSTROMS_MgSi]: + for edge in [_ANGSTROMS_OK, _ANGSTROMS_FeL, _ANGSTROMS_MgSi, _ANGSTROMS_FeK]: egrid_sil = _insert_edge_grid(egrid_sil, _hc/edge[::-1]) print(egrid_sil) @@ -186,7 +195,7 @@ def _tau_ext(E): def graphite_xs( nproc=4 ): egrid_gra = np.copy(_egrid_lores) - egrid_gra = _insert_edge_grid(egrid_gra, _hc/_ANGSTROMS_OK[::-1]) + egrid_gra = _insert_edge_grid(egrid_gra, _hc/_ANGSTROMS_CK[::-1]) gra_params = [_amin_g, _amax_g, _p_g, _rho_g, _mdust, 'Graphite'] print("Making Graphite cross section with\n\tamin=%.3f\n\tamax=%.3f\n\tp=%.2f\n\trho=%.2f" \ From 528b8262db0abcba311046b6dd609eb143559533 Mon Sep 17 00:00:00 2001 From: Lia Corrales Date: Sun, 24 Jun 2018 22:31:30 +0200 Subject: [PATCH 03/10] silicate calculation done to use newdust --- make_xs_ext.py | 47 +++++++++++++++++++++++++++++++++-------------- 1 file changed, 33 insertions(+), 14 deletions(-) diff --git a/make_xs_ext.py b/make_xs_ext.py index aa257c0..97f5519 100755 --- a/make_xs_ext.py +++ b/make_xs_ext.py @@ -81,7 +81,7 @@ # Low resulotion grids for computing # This is for computing the cross-sections, then later # we will interpolate those cross-sections onto _EGRID -_egrid_lores = np.logspace(-1.3, 2.0, 200.0) +_egrid_lores = np.logspace(-1.3, 1.1, 100.0) # Energy grids for particular edges _ANGSTROMS_OK = np.linspace(22.0, 28.0, 1200) # 5 mA resolution _ANGSTROMS_FeL = np.linspace(15.0, 21.0, 1200) # 5 mA resolution @@ -111,6 +111,16 @@ def _insert_edge_grid(lores_grid, edge_grid): result = np.append(result, lores_grid[lores_grid > emax]) return result +def _insert_xsect(lores_grid, edge_grid, lores_xsect, edge_xsect): + emin = edge_grid[0] + emax = edge_grid[-1] + + result = np.array([]) + result = np.append(result, lores_xsect[lores_grid < emin]) + result = np.append(result, edge_xsect) + result = np.append(result, lores_xsect[lores_grid > emax]) + return result + def _write_all_xs_fits(filename, egrid, xs_ext, xs_sca, params, clobber=True): amin, amax, p, rho, mdust, gtype = params @@ -136,14 +146,9 @@ def _write_all_xs_fits(filename, egrid, xs_ext, xs_sca, params, clobber=True): prihdu = fits.PrimaryHDU(header=prihdr) thdulist = fits.HDUList([prihdu, tbhdu]) - thdulist.writeto(filename, clobber=clobber) + thdulist.writeto(filename, overwrite=clobber) return -def _dustspec(params): - amin, amax, p, rho, mdust, gtype = params - radii = dust.Dustdist(rad=np.linspace(amin,amax,_na), p=p, rho=rho) - return dust.Dustspectrum(md=_mdust, rad=radii) - def _tau_scat_E( E, params ): amin, amax, p, rho, mdust, gtype = params result = ss.Kappascat(E=E, dist=_dustspec(params), scatm=ss.makeScatmodel('Mie',gtype)) @@ -161,8 +166,6 @@ def silicate_xs( nproc=4 ): for edge in [_ANGSTROMS_OK, _ANGSTROMS_FeL, _ANGSTROMS_MgSi, _ANGSTROMS_FeK]: egrid_sil = _insert_edge_grid(egrid_sil, _hc/edge[::-1]) - print(egrid_sil) - sil_params = [_amin_s, _amax_s, _p_s, _rho_s, _mdust, 'Silicate'] print("Making Silicate cross section with\n\tamin=%.3f\n\tamax=%.3f\n\tp=%.2f\n\trho=%.2f" \ % (_amin_s, _amax_s, _p_s, _rho_s) ) @@ -182,11 +185,27 @@ def _tau_ext(E): ext_sil = pool.map(_tau_ext, egrid_sil) pool.close()""" - Ksca_sil = ss.Kappascat(E=egrid_sil, dist=_dustspec(sil_params), scatm=ss.makeScatmodel('Mie','Silicate')) - Kext_sil = ss.Kappaext(E=egrid_sil, dist=_dustspec(sil_params), scatm=ss.makeScatmodel('Mie','Silicate')) - - sca_sil = Ksca_sil.kappa * _mdust - ext_sil = Kext_sil.kappa * _mdust + sil_comp = newdust.graindist.composition.CmSilicate(rho=_rho_s) + sil_gpop = newdust.SingleGrainPop('Powerlaw', sil_comp, 'Mie', + md=_mdust, amin=_amin_s, amax=_amax_s, p=_p_s) + + # do the calculation piece-by-piece + #region_list = [_ANGSTROMS_OK, _ANGSTROMS_FeL, _ANGSTROMS_MgSi, _ANGSTROMS_FeK] + region_list = [_ANGSTROMS_OK] + sil_sca_by_reg = [] + sil_ext_by_reg = [] + for reg in region_list: + sil_gpop.calculate_ext(_hc/reg[::-1], unit='kev') + sil_sca_by_reg.append(sil_gpop.tau_sca) + sil_ext_by_reg.append(sil_gpop.tau_ext) + + sil_gpop.calculate_ext(_egrid_lores, unit='kev') + # cobble together the final cross-sections + for reg, xsect in zip(region_list, sil_sca_by_reg): + sca_sil = _insert_xsect(_egrid_lores, _hc/reg[::-1], sil_gpop.tau_sca, xsect) + + for reg, xsect in zip(region_list, sil_ext_by_reg): + ext_sil = _insert_xsect(_egrid_lores, _hc/reg[::-1], sil_gpop.tau_ext, xsect) _write_all_xs_fits(_outdir+_silfile, egrid_sil, ext_sil, sca_sil, sil_params) return From 008ab10b317c426b9ed55827bdff016f6c9917fd Mon Sep 17 00:00:00 2001 From: Lia Corrales Date: Sun, 24 Jun 2018 22:50:26 +0200 Subject: [PATCH 04/10] piece-meal calculation of Si cross-section is working --- edge_files/silicate_xs.fits | Bin 80640 -> 31680 bytes make_xs_ext.py | 6 +- plot_xsects.ipynb | 167 ++++++++++++++++++++++++++++++++++++ 3 files changed, 170 insertions(+), 3 deletions(-) create mode 100644 plot_xsects.ipynb diff --git a/edge_files/silicate_xs.fits b/edge_files/silicate_xs.fits index 272860f120d41ab0d3be38b6b894a457bafbe918..448ee053fa4fff7e80f65298c99d121cf5207267 100644 GIT binary patch literal 31680 zcmeFYcTiW`vMo$7hi%RYBj%iy9yCT&zU)_7_JLjwS>fCx&U)5fJz>i7K(WA!-zwVxM?UI$-zHNhqgp|ZTITR%p 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zY%%xefVObduwOWozgncPd*3+nQZl#I|AVk?;R4~qr==o8`&8qwY1Z7z(F?-r2s2^s zwieNnxw0&R{&vpLCRvz$Mp1Z8dxMA_Q!+kj(aotPJQ79+3<~}4=84Q)!;O#VMsSlH crV2x>2ZT>@P8rjKddKgQvd(} diff --git a/make_xs_ext.py b/make_xs_ext.py index 97f5519..71256b0 100755 --- a/make_xs_ext.py +++ b/make_xs_ext.py @@ -163,7 +163,9 @@ def _tau_ext_E( E, params ): def silicate_xs( nproc=4 ): egrid_sil = np.copy(_egrid_lores) - for edge in [_ANGSTROMS_OK, _ANGSTROMS_FeL, _ANGSTROMS_MgSi, _ANGSTROMS_FeK]: + #region_list = [_ANGSTROMS_OK, _ANGSTROMS_FeL, _ANGSTROMS_MgSi, _ANGSTROMS_FeK] + region_list = [_ANGSTROMS_OK] + for edge in region_list: egrid_sil = _insert_edge_grid(egrid_sil, _hc/edge[::-1]) sil_params = [_amin_s, _amax_s, _p_s, _rho_s, _mdust, 'Silicate'] @@ -190,8 +192,6 @@ def _tau_ext(E): md=_mdust, amin=_amin_s, amax=_amax_s, p=_p_s) # do the calculation piece-by-piece - #region_list = [_ANGSTROMS_OK, _ANGSTROMS_FeL, _ANGSTROMS_MgSi, _ANGSTROMS_FeK] - region_list = [_ANGSTROMS_OK] sil_sca_by_reg = [] sil_ext_by_reg = [] for reg in region_list: diff --git a/plot_xsects.ipynb b/plot_xsects.ipynb new file mode 100644 index 0000000..d3a042c --- /dev/null +++ b/plot_xsects.ipynb @@ -0,0 +1,167 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Plot cross-sections used in these models\n", + "\n", + "This plots the cross-sections contained in the *edge_files* folder, useful for visualizing the available cross-sections and structure." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "import astropy.units as u\n", + "from astropy.io import fits\n", + "\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## ISMdust" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "sil_file = \"edge_files/silicate_xs.fits\"\n", + "sil_data = fits.open(sil_file)[1].data\n", + "\n", + "gra_file = \"edge_files/graphite_xs.fits\"\n", + "gra_data = fits.open(gra_file)[1].data" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "def plot_all_xsect(ax, data):\n", + " ener = data['energy']\n", + " abso = data['abs']\n", + " scat = data['sca']\n", + " exti = data['ext']\n", + " ax.plot(ener, exti, color='k', label='Extinction')\n", + " ax.plot(ener, abso, color='r', ls=':', label='Absorption')\n", + " ax.plot(ener, scat, color='r', ls='--', label='Scattering')\n", + " ax.legend(loc='upper right')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5,1,'Silicate')" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.subplot(111)\n", + "plot_all_xsect(ax, sil_data)\n", + "plt.loglog()\n", + "ax.set_title('Silicate')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5,1,'Graphite')" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.subplot(111)\n", + "plot_all_xsect(ax, gra_data)\n", + "plt.loglog()\n", + "ax.set_title('Graphite')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:newdust-dev]", + "language": "python", + "name": "conda-env-newdust-dev-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.5" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From e9845bd8dfaab1be2a9c485225bd5d3f6cc25346 Mon Sep 17 00:00:00 2001 From: Lia Corrales Date: Sun, 24 Jun 2018 23:16:13 +0200 Subject: [PATCH 05/10] graphite calculation is working --- 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_ANGSTROMS_FeK] - region_list = [_ANGSTROMS_OK] + region_list = [_ANGSTROMS_OK, _ANGSTROMS_FeL, _ANGSTROMS_MgSi, _ANGSTROMS_FeK] for edge in region_list: egrid_sil = _insert_edge_grid(egrid_sil, _hc/edge[::-1]) @@ -214,7 +213,8 @@ def _tau_ext(E): def graphite_xs( nproc=4 ): egrid_gra = np.copy(_egrid_lores) - egrid_gra = _insert_edge_grid(egrid_gra, _hc/_ANGSTROMS_CK[::-1]) + egrid_CK = _hc/_ANGSTROMS_CK[::-1] + egrid_gra = _insert_edge_grid(egrid_gra, egrid_CK) gra_params = [_amin_g, _amax_g, _p_g, _rho_g, _mdust, 'Graphite'] print("Making Graphite cross section with\n\tamin=%.3f\n\tamax=%.3f\n\tp=%.2f\n\trho=%.2f" \ @@ -235,11 +235,33 @@ def _tau_ext(E): ext_sil = pool.map(_tau_ext, egrid_gra) pool.close()""" - Ksca_gra = ss.Kappascat(E=egrid_gra, dist=_dustspec(gra_params), scatm=ss.makeScatmodel('Mie','Graphite')) - Kext_gra = ss.Kappaext(E=egrid_gra, dist=_dustspec(gra_params), scatm=ss.makeScatmodel('Mie','Graphite')) + # Have to do the calculation for each orientation + gra_para = newdust.graindist.composition.CmGraphite(rho=_rho_g, orient='para') + gra_perp = newdust.graindist.composition.CmGraphite(rho=_rho_g, orient='perp') + + gra_gpop_para = newdust.SingleGrainPop('Powerlaw', gra_para, 'Mie', + md=_mdust, amin=_amin_g, amax=_amax_g, p=_p_g) + gra_gpop_perp = newdust.SingleGrainPop('Powerlaw', gra_perp, 'Mie', + md=_mdust, amin=_amin_g, amax=_amax_g, p=_p_g) + + # Follow the graphie grain assumption Draine + # 1/3 parallel and 2/3 perpendicular + orient_frac = [1./3., 2./3.] + + # do the calculation for each orientation + gra_sca, gra_ext = 0.0, 0.0 # lores version + gra_sca_CK, gra_ext_CK = 0.0, 0.0 # hires C K edge region + for f, gp in zip(orient_frac, [gra_gpop_para, gra_gpop_perp]): + gp.calculate_ext(_hc/_ANGSTROMS_CK[::-1], unit='kev') + gra_sca_CK += f * gp.tau_sca + gra_ext_CK += f * gp.tau_ext + gp.calculate_ext(_egrid_lores, unit='kev') + gra_sca += f * gp.tau_sca + gra_ext += f * gp.tau_ext - sca_gra = Ksca_gra.kappa * _mdust - ext_gra = Kext_gra.kappa * _mdust + # cobble together the final cross-sections + ext_gra = _insert_xsect(_egrid_lores, egrid_CK, gra_ext, gra_ext_CK) + sca_gra = _insert_xsect(_egrid_lores, egrid_CK, gra_sca, gra_sca_CK) # smooth the xs behavior for energies > esmooth def _smooth_xs(esmooth, xs, pslope): diff --git a/plot_xsects.ipynb b/plot_xsects.ipynb index d3a042c..68be578 100644 --- a/plot_xsects.ipynb +++ b/plot_xsects.ipynb @@ -50,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 3, "metadata": { "collapsed": true }, @@ -69,7 +69,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -78,7 +78,7 @@ "Text(0.5,1,'Silicate')" ] }, - "execution_count": 9, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, @@ -102,7 +102,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -111,13 +111,13 @@ "Text(0.5,1,'Graphite')" ] }, - "execution_count": 10, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -133,6 +133,97 @@ "ax.set_title('Graphite')" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "** Examine the master fits file **" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "master_file = \"edge_files/xs_ext_grid.fits\"\n", + "master_data = fits.open(master_file)[1].data" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ColDefs(\n", + " name = 'energy'; format = 'E'\n", + " name = 'sil_ext'; format = 'E'\n", + " name = 'gra_ext'; format = 'E'\n", + ")" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "master_data.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "energy = master_data['energy'] * u.eV\n", + "sil_ext = master_data['sil_ext']\n", + "gra_ext = master_data['gra_ext']" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0,0.5,'$\\\\tau_{ext}$ ($Md / 10^{-4}$ g cm$^{-2}$)')" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(energy.to('keV'), sil_ext, label='Silicate')\n", + "plt.plot(energy.to('keV'), gra_ext, label='Graphite')\n", + "plt.loglog()\n", + "plt.legend(loc='upper right')\n", + "plt.xlabel('keV')\n", + "plt.ylabel(r'$\\tau_{ext}$ ($Md / 10^{-4}$ g cm$^{-2}$)')" + ] + }, { "cell_type": "code", "execution_count": null, From 56deab2a8acab2384d79dbacd55965a6c3f5376a Mon Sep 17 00:00:00 2001 From: Lia Corrales Date: Sun, 24 Jun 2018 23:24:46 +0200 Subject: [PATCH 06/10] the combine function works --- edge_files/xs_ext_grid.fits | Bin 316800 -> 313920 bytes make_xs_ext.py | 50 ++++++++++++------------------------ 2 files changed, 16 insertions(+), 34 deletions(-) diff --git a/edge_files/xs_ext_grid.fits b/edge_files/xs_ext_grid.fits index d87b868ab9cc3f5fce47b6616f94532e08b4b7f8..34f63fb807e981f0316374baee74437a0a444ca2 100644 GIT binary patch literal 313920 zcmeFYb&wp%m;5PajhLy$%*?JQW@cW~sPJ+{Gwn7%?+5p3iq}ZFkLP z&-U!Mc4lWc{nuwSnUN9x++RdxSGR54yj8RMF)=k`{^qA$OzD_DBZl`MF?!gTn6V>b z8Z>U#HfGG&*x`L+NB8}k>-kU8xLvEpo&KBgs&Ks6(W7H0#q^CG8yhor(#U>)Kgxgn zYl}La8n@+t{_XtAaJ=E;hV||@I%Y)we;;|!uzthG3>qpQwJPcJ*7-`)|f; z_n$8OA7b0a&3ZOy+^l}hn8ITQ4IR`cc5J_%6UUV5KWOZj!vDh|{>x3jCwMKMMS#!2eGa`0F^?wsFfAJpW1K z7VYXtv-;Jo-e~nk}Z^kQEv10kZ&i8*e9rV*a!L{^P;_Lu%KcWt-;zHXc6} z{_E%eY`nkb_pkc?_4%kL1Mt5vzkeI=e{X)}|ME*=e%|_Dn%}>T_rEf~e?D*h4~_fJ zW&bGfj{^TF@Q(ujpHe{L+^eC#o&o2Wgc9eS1pU=JI7j&;&fkUHAI_1A#09HEe|Z(o z5%nZ4oRi!P&f$q9F7gBV3m2S20}^-qCb=A(LsW@7>4N@zJDh{-OWf&AY-%&Q{dtQw;RmDx59+689wm^jn|dY;KUaulLDA z;A~b`;=Tu=-@E~5(*zRta~HW4oQ=KWiZ>Vf4IiA1W{E4oP;w$%01ECcjE7s6S0y10^mAjgAKYKtr773kN-z=@yYN_`mm)rWA_juTg! zb>vQP)|w`+bkm_RgHc=u?5b&JH=JwHaQcVG5y6=%Mbmy4riW%;=)eo(Jyf3x+gAS zjiN*0%(+Ee_2{?AO*nJJimO3ua%(uV=Mh(5ZTYMKGm@^oxZ3ks{(Eqy%_y#p zZOHB6{Oz2$I#+`33&ELsvADW&UB0StrfMm!Zd{jlADk&ui>t>Sa&9=29~W1z0Cdk{ zIFrp4SMS~A1aKy8B(A>H&^;E;BuT{8e-v~VJ(I{Uu7MrMo#9Mq5ZB;p(BtTt1oY%k z)+>&AjQ2}i!|C&5COCc_6W54`;kB#5Ha?^dl4C z`05bXgo)4(KY`;5Jus;oxhou>%Zh7C9q5Nn!twEyxTdi`9I6e+hyCK3o&x$o3morR z(;2VG`Qdn1R9v&pLqD(rjyI3Qr5q$Dh2!-$acS$JJ14>Ms<*gi&xG!H2FJ@7an0>d z?heOu)@XiH==RfaJXV@#uoMma%r$Rd769 zDy|jui8VPK4_b+974@`ChT}dpU%e2z`8gbSsrlM52D(NnD4b(06iOC%cR5h#C40KI;U1du%0{8b&XR%QY4Hc4`<| zE-p`RGBpgh7MHIP^ler+LcfVCP?B5#jsP_YWq`hw_3~4b@E0=c<*P5QC^NW)_3|bV z*9rE?%}?QQyTo;BAGsSGuBqZWvlRL!dLxd$I!FI(qBoARw_NA}eWMwUBUW);s!z@b z$6@x0E5)I2pbrm~5ZASIWcu*HV{!fY8T$J1a5%S%>&8v!>mI}5pigcwBkMZDVb3kD zJA0w8jlyC5Q(X7>+_g2}urQksCP81b9}aUnaXsou&I5-jt+<{vfWCS$9Q#j->lxR( zIzAlx=7{SB*Zap9IQFvcFX^RK_u<&XHNIvxSG9*@7uWbU41Hw?j-AZTd*)?j6*zWO z7S~7Wyka*T+un=o^E7e}IJUAMe(ei=`FuFG3>DXRdU)9nI5rm%*Uxg~5pZmLAntgq z@6y|FY}hRB1o6nN;aJ~Y+zB5+U*d&hT{dwiK1Hqo$C``cPU?idcsm@cmxwz#eYH3< z9Dg(ycS;5NA{~xZ$;F+Td(*5;grf*b?K#I544UIhBgC2&mWA?}*=+sp)T zjL$CaTJ-r0dSEPd#$D*s>47ne#VyR&bb4TPGjZ3mLH|7n$Ec*@Zm^bI362q7aW|s= z({{o!e44nMQ2%LJ;TTp`+|AlUpE?JQA@9ZAq89WiU*Q;R5_hXY{&PtV`bx;_hsPK5+vaebR}$E9WpV4IHs2 z#NC~9m@os5Ub?t@4ud}aH5@%f+_Bsv#>c|Z{fD^w)P_Fp930&aio0J?GJ8(fG2$MO z9{O1JoGzurJ@6ZueV`L-J@`KKG0WlTNZp2>Br}^GsM~PXVl=bap8g!U3HqpqaJ0Q3 z?$L9}9pPxRP~2n3Kp)Axv~Dc!@!UH`GA}%XxhFD%Bbb*KapIoLem)`_9L*<*dn&Uq zd@dZ#%8UE=gwTgkt0phSJ^eYES~cD!?wOaM52aR(`iR@$CR3}1xx}sRfj;CY9QElp zeHpnV9QBrpdk*tBcs(3-S-W`y$f@BF)^0&-=!1TT10HcNVlD>0groKpaWCOsHn1lg zwJM2w8S65DJ+sDZaWAJg1^|xgd&Ir+9`yd~W7YbK`wwc;pT4S^N8D=;LhnakRlX|j zbz8{nEtQsud&7L_eMiAjkvZKo9(tdTZXl5NmN@9GUw|0oLMBFX-La^Yc#>_Yuyg8*81f zthkSHK3&Jb5%WykuDsB@Jb)t)v+qeoW-fBm58hAEJ2Mx#vWnZ!?C{*<$Z<~GLF&_K z2OQbwi91YvIKMK&>L)p z{f${XNlKG5!2WuWc#`FWUVj$sukwl~MKb91-opOkns`#uSM_?s{(PBuQnUZmJqP=< zrs7G%xz()$`_n|?NyoW~1@^~B#gkztIR^Gef z7hweK_cn+p2X(7`3--Gm#gmJ=)ouyJTo^)UX0; z8a^VPy40`&YZ@9Yp87|jmmdRru$XunvUioc2fP2ScpB4t<=VjRTO*#PD)h1**u8DU z)11AuY+2YnDa6w<7J8XYu)93sY2AXH2KKl~;%Qq0dgCAbSJOTTmPU7kEo?HX=gVetpeOO{I?9PyQdYmC=hutw`TpbL8QP9q z0QP+b@eHRY3onCxZ#D6ZEK5!R`)<~BbROu1M#H{~H68mK^n!O_-`Pt%u8c$UzsxtN{h^xo3%&~u)Fed$^8Ea#ka)`oq_ zZ1Jq*oO2jqU(7N8h>&x^zK~Zwqc8^>F_NlCq<2>~AYhj37rrWH@5JoHpAU>_b7&vDK_RX5m&O%=~c z&Oc=o_Mzp)b2<^ZD(r)wi02IZSc;vn585c6a}UUwVISCDJQprOPtMv6NGYC6LFma? 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zj4J#F_y>1VA{Ujb!e&6<)uWVUBg$0aE}-|Zl}dz9m?}&K^n7$eS!%OZ6VHlvR&s1gJ#TZri1n4|sw=(xgg(~a;bX@#a znZ5goDqI0z+8zRk?|S z*V`FNP@j{k+`FMkd6E+7wosK@HZ*SiUKtMURJl`w``lK_P`}x#+@QhjNRTpkWMftC z%ivluRtcEcNtN3%xVSY_229UG__RaJ_tsw@|1S;N9%w8{qHOAzpudmz5@UI3jBZh75G0zc_M-U diff --git a/make_xs_ext.py b/make_xs_ext.py index 0995498..c68faf9 100755 --- a/make_xs_ext.py +++ b/make_xs_ext.py @@ -7,6 +7,17 @@ Modify the magic numbers at the beginning of this file to change the grain size distribution and other dust properties. + To remake the silicate cross-sections: + ./make_xs_ext sil + To remake the graphite cross-sections: + ./make_xs_ext gra + + To construct the master extinction file for XSPEC model, run each command + above, individually, and then run: + ./make_xs_ext combine + This will make edge_files/xs_ext_grid.fits from the two existing files: + edge_files/silicate_xs.fits and edge_files/graphite_xs.fits + Created by: Lia Corrales (lia@space.mit.edu) 2015.11.18 2016.06.25 -- updated for use with eblur/newdust @@ -68,9 +79,8 @@ _Etemp = _hc / (_Atemp[::-1]) # keV # Final energy grid (keV) -_EGRID = np.append(np.append(np.append(_Etemp[_Etemp < _FeK[0]], _FeK), - _Etemp[_Etemp > _FeK[-1]]), - np.arange(12.5, 100.01, 0.1)) # 100 eV resolution up to 100 keV +_EGRID = np.append(np.append(_Etemp[_Etemp < _FeK[0]], _FeK), + _Etemp[_Etemp > _FeK[-1]]) _FINAL_FILE = 'xs_ext_grid.fits' @@ -161,7 +171,7 @@ def _tau_ext_E( E, params ): ##-------------- Compute silicate values --------------## -def silicate_xs( nproc=4 ): +def silicate_xs(): egrid_sil = np.copy(_egrid_lores) region_list = [_ANGSTROMS_OK, _ANGSTROMS_FeL, _ANGSTROMS_MgSi, _ANGSTROMS_FeK] for edge in region_list: @@ -172,20 +182,6 @@ def silicate_xs( nproc=4 ): % (_amin_s, _amax_s, _p_s, _rho_s) ) print("Output will be sent to %s" % (_outdir+_silfile)) - """ - def _tau_sca(E): - result = ss.Kappascat(E=E, dist=_dustspec(sil_params), scatm=ss.makeScatmodel('Mie','Silicate')) - return result.kappa[0] * _mdust - - def _tau_ext(E): - result = ss.Kappaext(E=E, dist=_dustspec(sil_params), scatm=ss.makeScatmodel('Mie','Silicate')) - return result.kappa[0] * _mdust - - pool = multiprocessing.Pool(processes=nproc) - sca_sil = pool.map(_tau_sca, egrid_sil) - ext_sil = pool.map(_tau_ext, egrid_sil) - pool.close()""" - sil_comp = newdust.graindist.composition.CmSilicate(rho=_rho_s) sil_gpop = newdust.SingleGrainPop('Powerlaw', sil_comp, 'Mie', md=_mdust, amin=_amin_s, amax=_amax_s, p=_p_s) @@ -211,7 +207,7 @@ def _tau_ext(E): ##-------------- Compute graphite values --------------## -def graphite_xs( nproc=4 ): +def graphite_xs(): egrid_gra = np.copy(_egrid_lores) egrid_CK = _hc/_ANGSTROMS_CK[::-1] egrid_gra = _insert_edge_grid(egrid_gra, egrid_CK) @@ -221,20 +217,6 @@ def graphite_xs( nproc=4 ): % (_amin_g, _amax_g, _p_g, _rho_g)) print("Output will be sent to %s" % (_outdir+_grafile)) - """ - def _tau_sca(E): - result = ss.Kappascat(E=E, dist=_dustspec(gra_params), scatm=ss.makeScatmodel('Mie','Graphite')) - return result.kappa[0] * _mdust - - def _tau_ext(E): - result = ss.Kappascat(E=E, dist=_dustspec(gra_params), scatm=ss.makeScatmodel('Mie','Graphite')) - return result.kappa[0]] * _mdust - - pool = multiprocessing.Pool(processes=nproc) - sca_gra = pool.map(_tau_sca, egrid_gra) - ext_sil = pool.map(_tau_ext, egrid_gra) - pool.close()""" - # Have to do the calculation for each orientation gra_para = newdust.graindist.composition.CmGraphite(rho=_rho_g, orient='para') gra_perp = newdust.graindist.composition.CmGraphite(rho=_rho_g, orient='perp') @@ -303,7 +285,7 @@ def make_xs_fits(clobber=True): prihdu = fits.PrimaryHDU(header=prihdr) thdulist = fits.HDUList([prihdu, tbhdu]) - thdulist.writeto(_outdir+_FINAL_FILE, clobber=clobber) + thdulist.writeto(_outdir+_FINAL_FILE, overwrite=clobber) return ##-------------- Main file execution ---------------------------## From 78fd5c43cd08af64c149663b2e2959a7c82ead18 Mon Sep 17 00:00:00 2001 From: Lia Corrales Date: Sun, 24 Jun 2018 23:30:19 +0200 Subject: [PATCH 07/10] plotted olivine absorption --- plot_xsects.ipynb | 91 ++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 90 insertions(+), 1 deletion(-) diff --git a/plot_xsects.ipynb b/plot_xsects.ipynb index 68be578..568163c 100644 --- a/plot_xsects.ipynb +++ b/plot_xsects.ipynb @@ -206,7 +206,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -224,6 +224,95 @@ "plt.ylabel(r'$\\tau_{ext}$ ($Md / 10^{-4}$ g cm$^{-2}$)')" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## OlivineAbs" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "olv_file = \"edge_files/olivine_abs.fits\"\n", + "olv_data = fits.open(olv_file)[1].data" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5,1,'Olivine Absorption')" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "energy = olv_data['energy'] * u.eV\n", + "plt.plot(energy.to('keV'), olv_data['abs'])\n", + "plt.loglog()\n", + "plt.xlabel('keV')\n", + "plt.ylabel(r'$\\tau$ ($Md / 10^{-4}$ g cm$^{-2}$)')\n", + "plt.title('Olivine Absorption')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5,1,'Olivine Absorption, Fe K edge')" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(olv_data['angstroms'], olv_data['abs'])\n", + "plt.xlim(1.5, 1.9)\n", + "plt.ylim(0, 0.02)\n", + "plt.xlabel('Angstroms')\n", + "plt.ylabel(r'$\\tau$ ($Md / 10^{-4}$ g cm$^{-2}$)')\n", + "plt.title('Olivine Absorption, Fe K edge')" + ] + }, { "cell_type": "code", "execution_count": null, From 1bfc7081a33bef158248465324a205c430fb745c Mon Sep 17 00:00:00 2001 From: Lia Corrales Date: Mon, 25 Jun 2018 09:43:58 +0200 Subject: [PATCH 08/10] Finished Silicate cross-sections --- edge_files/silicate_xs.fits | Bin 31680 -> 86400 bytes edge_files/xs_ext_grid.fits | Bin 313920 -> 313920 bytes make_xs_ext.py | 17 ++++++++++------- plot_xsects.ipynb | 28 +++++++++++----------------- 4 files changed, 21 insertions(+), 24 deletions(-) diff --git a/edge_files/silicate_xs.fits b/edge_files/silicate_xs.fits index 448ee053fa4fff7e80f65298c99d121cf5207267..6fd15b54c8f3d1d9e9079db58a3c1b967961a777 100644 GIT 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\n", + "image/png": 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\n", 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" ] @@ -285,17 +285,7 @@ "outputs": [ { "data": { - "text/plain": [ - "Text(0.5,1,'Olivine Absorption, Fe K edge')" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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\n", 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" ] @@ -305,12 +295,16 @@ } ], "source": [ - "plt.plot(olv_data['angstroms'], olv_data['abs'])\n", + "sil_wavel = (sil_data['energy'] * u.keV).to('angstrom', equivalencies=u.spectral())\n", + "plt.plot(olv_data['angstroms'], olv_data['abs'], label='OlivineAbs (Rogantini Fe K)')\n", + "plt.plot(sil_wavel, sil_data['abs'], label='ISMdust (Draine Fe K)')\n", "plt.xlim(1.5, 1.9)\n", - "plt.ylim(0, 0.02)\n", + "plt.ylim(0, 0.025)\n", "plt.xlabel('Angstroms')\n", - "plt.ylabel(r'$\\tau$ ($Md / 10^{-4}$ g cm$^{-2}$)')\n", - "plt.title('Olivine Absorption, Fe K edge')" + "plt.ylabel(r'$\\tau$ abs ($Md / 10^{-4}$ g cm$^{-2}$)')\n", + "plt.title('Olivine Absorption, Fe K edge')\n", + "plt.legend(loc='upper left')\n", + "plt.savefig(\"olivineabs_FeK.pdf\", format='pdf')" ] }, { From c2b63edda8aaf0d65b0c6d9190508ba3e1857e77 Mon Sep 17 00:00:00 2001 From: Lia Corrales Date: Mon, 25 Jun 2018 09:49:47 +0200 Subject: [PATCH 09/10] updated ISMdust XSPEC model --- ismdust.f90 | 7 +++---- make_xs_ext.py | 7 +++---- 2 files changed, 6 insertions(+), 8 deletions(-) diff --git a/ismdust.f90 b/ismdust.f90 index 17286ff..f04747c 100755 --- a/ismdust.f90 +++ b/ismdust.f90 @@ -10,7 +10,7 @@ subroutine ismdust(ear, ne, param, ifl, photar) implicit none integer,parameter :: num_param = 3 integer,parameter :: ngrain=1 -integer,parameter :: nemod=25800 !Number of elements for each cross section. +integer,parameter :: nemod=25530 !Number of elements for each cross section. integer :: ne, ifl, a double precision :: msil, mgra, rshift, emod(1:nemod), coemod(nemod) double precision :: bxs(0:ngrain,nemod), bener(nemod) @@ -32,7 +32,7 @@ subroutine ismdust(ear, ne, param, ifl, photar) print *, '##-------------------------------------------------------------------##' print *, ' ' call read_cross_sections_ismdust(nemod,bxs,ifl,bener) - startup=.false. + startup=.false. endif ! Model parameters msil = param(1) @@ -75,7 +75,7 @@ subroutine read_cross_sections_ismdust(bnene,xs,ifl,ener) character (len=255) :: fgmstr external :: fgmstr !Number of elements for each grain type cross section. -nemax=25800 +nemax=25530 ! Where do we look for the data? ismdust_root = trim(fgmstr('ISMDUSTROOT')) if (ismdust_root .EQ. '') then @@ -222,4 +222,3 @@ subroutine dbinsrch_ismdust(e,k,ener,n) endif k=klo end subroutine dbinsrch_ismdust - diff --git a/make_xs_ext.py b/make_xs_ext.py index 24395c6..39c83f3 100755 --- a/make_xs_ext.py +++ b/make_xs_ext.py @@ -84,10 +84,6 @@ _FINAL_FILE = 'xs_ext_grid.fits' -print("Creating a final energy grid of length %d" % (len(_EGRID)) ) -# in the past: 25800 -# now (2018.06.24): 25530 - # Low resulotion grids for computing # This is for computing the cross-sections, then later # we will interpolate those cross-sections onto _EGRID @@ -304,4 +300,7 @@ def make_xs_fits(clobber=True): graphite_xs() if 'combine' in args: #print('combine on') + print("Creating a final energy grid of length %d" % (len(_EGRID)) ) + # in the past: 25800 + # now (2018.06.24): 25530 make_xs_fits() From b9ad2bab320d5057faddce9ab10db935a7f3611b Mon Sep 17 00:00:00 2001 From: Lia Corrales Date: Mon, 25 Jun 2018 10:35:33 +0200 Subject: [PATCH 10/10] updated XSPEC ismdust model to do linear interpolation everywhere --- ismdust.f90 | 82 +++++++++++++++++++++-------------------------------- test.xcm | 4 +-- 2 files changed, 35 insertions(+), 51 deletions(-) diff --git a/ismdust.f90 b/ismdust.f90 index f04747c..7684bf3 100755 --- a/ismdust.f90 +++ b/ismdust.f90 @@ -12,7 +12,7 @@ subroutine ismdust(ear, ne, param, ifl, photar) integer,parameter :: ngrain=1 integer,parameter :: nemod=25530 !Number of elements for each cross section. integer :: ne, ifl, a -double precision :: msil, mgra, rshift, emod(1:nemod), coemod(nemod) +double precision :: msil, mgra, rshift, emod(nemod), coemod(nemod) double precision :: bxs(0:ngrain,nemod), bener(nemod) double precision :: zfac real :: ear(0:ne), param(num_param), photar(ne) @@ -27,9 +27,6 @@ subroutine ismdust(ear, ne, param, ifl, photar) print *, 'WARNING: If used in conjunction with neutral metal absorption models' print *, '(e.g. TBabs, TBnew), be sure to change abundances to stop' print *, 'from overestimating the ISM metal absorption component.' - print *, '##-------------------------------------------------------------------##' - print *, '!! ISMdust is best as a template for absorption edges, not continuum !!' - print *, '##-------------------------------------------------------------------##' print *, ' ' call read_cross_sections_ismdust(nemod,bxs,ifl,bener) startup=.false. @@ -98,15 +95,15 @@ subroutine read_cross_sections_ismdust(bnene,xs,ifl,ener) !Read in one energy grid (column 1) colnum=1 do j=1,nemax -call ftgcvd(inunit,colnum,j,felem,1,nulld,ener(j),anynull,status) + call ftgcvd(inunit,colnum,j,felem,1,nulld,ener(j),anynull,status) enddo !Read in the cross section information do i=0,ngrain -colnum=i+2 -do j=1,nemax -call ftgcvd(inunit,colnum,j,felem,1,nulld,xs(i,j),anynull,status) -enddo + colnum=i+2 + do j=1,nemax + call ftgcvd(inunit,colnum,j,felem,1,nulld,xs(i,j),anynull,status) + enddo enddo ! Report on errors (done before closing the file in case the error @@ -116,7 +113,7 @@ subroutine read_cross_sections_ismdust(bnene,xs,ifl,ener) ! the first time it is used. An alternative would be to use xwrite() ! with a low chatter level. ! -! This message could be displayed only once, but it is probaly worth +! This message could be displayed only once, but it is probably worth ! repeating each time it is used. if (status .ne. 0) then write (*,*) 'ERROR: unable to read cross sections from ', filename2 @@ -136,18 +133,17 @@ subroutine extinction_ismdust(msil, mgra, zfac, e1, bnene, coeff, bxs2,ifl,bener integer :: bnene, ifl integer :: i, j double precision :: msil, mgra -double precision :: bener(0:bnene), bxs2(0:ngrain,bnene), e1(0:bnene) +double precision :: bener(bnene), bxs2(0:ngrain,bnene), e1(bnene) double precision :: tau, coeff(bnene) double precision :: zfac real hphoto, gphoto external hphoto, gphoto ! Calculates the optical depth and the extinction coefficient exp(-tau) -e1(0)=(bener(0)*zfac)/1.d3 do i=1,bnene -e1(i)=(bener(i)*zfac)/1.d3 -tau=mgra*bxs2(1,i) + msil*bxs2(0,i) -coeff(i)=dexp(-tau) + e1(i) = (bener(i)*zfac)/1.d3 + tau = msil * bxs2(0,i) + mgra * bxs2(1,i) + coeff(i) = dexp(-tau) enddo end subroutine extinction_ismdust @@ -155,44 +151,32 @@ end subroutine extinction_ismdust subroutine map_to_grid_ismdust(new_en,nne,old_en, one, nflux, old_flu,ifl) ! This routine maps to a given grid implicit none -integer :: i, j, k, one, nne, bmin, bmax,ifl +integer :: i, j, k, one, nne, bmin, bmax, ifl, btemp double precision :: new_en(0:nne) -double precision :: old_en(0:one), old_flu(one) -double precision :: stemp,etemp, s, etemp2 +double precision :: old_en(one), old_flu(one) +double precision :: etemp, s real :: nflux(nne) integer,parameter :: out_unit=20 do i=1,nne -nflux(i)=real(0.d0) -call dbinsrch_ismdust(new_en(i-1),bmin,old_en,one+1) -call dbinsrch_ismdust(new_en(i),bmax,old_en,one+1) -bmin = bmin-1 -bmax = bmax-1 -! Linear interpolation -if (bmin.eq.bmax) then -if(new_en(i).le.old_en(1))then -s=real(old_flu(1)) -else if(new_en(i).gt.old_en(one))then -s=real(old_flu(one)) -else -do j=2,one -if(new_en(i).gt.old_en(j-1).and.new_en(i).le.old_en(j))then -etemp2=(new_en(i)+new_en(i-1))/2 -s=old_flu(j-1)+(old_flu(j)-old_flu(j-1))*(etemp2-old_en(j-1))/(old_en(j)-old_en(j-1)) -endif -enddo -endif -! Average (integral) -else -stemp=0.d0 -etemp=0.d0 -do k=bmin,bmax -stemp=stemp+(old_flu(k))*(old_en(k)-old_en(k-1)) -etemp=etemp+(old_en(k)-old_en(k-1)) -enddo -s=real(stemp/etemp) -endif -nflux(i)=real(s) -enddo + nflux(i)=0. + call dbinsrch_ismdust(new_en(i-1),bmin,old_en,one+1) + call dbinsrch_ismdust(new_en(i),bmax,old_en,one+1) + etemp = (new_en(i)+new_en(i-1))/2 + ! Linear interpolation + if (bmin.eq.bmax) then + if(new_en(i).le.old_en(0)) then + s = real(old_flu(1)) + else if(new_en(i).gt.old_en(one)) then + s = real(old_flu(one)) + else + s = old_flu(bmin) + (old_flu(bmax+1)-old_flu(bmin)) * (etemp-old_en(bmin)) / (old_en(bmax+1)-old_en(bmin)) + endif + else + call dbinsrch_olivine(etemp,btemp,old_en,one+1) + s = old_flu(btemp) + (old_flu(btemp+1)-old_flu(btemp)) * (etemp-old_en(btemp)) / (old_en(btemp+1)-old_en(btemp)) + endif + nflux(i) = real(s) + enddo end subroutine map_to_grid_ismdust ! ccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccc subroutine dbinsrch_ismdust(e,k,ener,n) diff --git a/test.xcm b/test.xcm index f0f7292..f115b34 100644 --- a/test.xcm +++ b/test.xcm @@ -12,8 +12,8 @@ systematic 0 model powerlaw*ismdust 2 0.01 -3 -2 9 10 1 0.01 0 0 1e+20 1e+24 - 1 0.001 0 0 10000 100000 - 1 0.001 0 0 10000 100000 + 0.6 0.001 0 0 10000 100000 + 0.4 0.001 0 0 10000 100000 0 -0.01 -1 0 10 10 pl eemod