{ "cells": [ { "cell_type": "markdown", "id": "da587749", "metadata": {}, "source": [ "# A note on dust torus thermal emission\n", "\n", "`agnpy` is meant for calculations of non-thermal processes occurring in the jets of active galaxies. In this context, the dust torus (DT) emission is considered as a target radiation field for inverse Compton scattering or pair production.\n", "\n", "The contribution of the thermal emission of the DT to the overall MWL SED is usually considered in Flat Spectrum Radio Quasars (FSRQs), where this component is typically dominated by synchrotron radiation (see Fig. 15 in [Aleksic et al. 2016](https://ui.adsabs.harvard.edu/abs/2014A%26A...569A..46A/abstract)). The function computing the DT thermal SED in `agnpy` is mostly meant to check that this emission does not overtake the synchrotron one, and **not for precise modelling of the DT emission**.\n", "\n", "In this notebook we will illustrate that the single-temperature black-body (BB) radiation computed by `agnpy` (in `RingDustTorus.sed_flux`) does not accurately model the thermal emission observed from a DT. At the same time, we illustrate that for the sake of the inverse Compton calculation, even the strongest approximation of the emission as monochromatic (at the BB peak) is satisfactory." ] }, { "cell_type": "code", "execution_count": 1, "id": "34501b0d", "metadata": {}, "outputs": [], "source": [ "# import numpy, astropy and matplotlib for basic functionalities\n", "import numpy as np\n", "from scipy.interpolate import interp1d\n", "import astropy.units as u\n", "from astropy.constants import c, L_sun, m_e\n", "from astropy.coordinates import Distance\n", "import matplotlib.pyplot as plt\n", "import pkg_resources" ] }, { "cell_type": "code", "execution_count": 2, "id": "3310d1ad", "metadata": {}, "outputs": [], "source": [ "# import agnpy classes\n", "from agnpy.spectra import BrokenPowerLaw\n", "from agnpy.emission_regions import Blob\n", "from agnpy.compton import ExternalCompton\n", "from agnpy.targets import SSDisk, SphericalShellBLR, RingDustTorus\n", "from agnpy.utils.plot import load_mpl_rc, sed_x_label, sed_y_label\n", "\n", "load_mpl_rc()" ] }, { "cell_type": "markdown", "id": "94af1a1a", "metadata": {}, "source": [ "## Using single- and multi-temperature black body to model the DT thermal emission\n", "\n", "We will consider, in this example, the DT emission in NGC 1068, using measurement from [Rieke and Low, 1975](https://ui.adsabs.harvard.edu/abs/1975ApJ...199L..13R/abstract) and a dedicated model of the emission by [Pier and Krolik, 1993](https://ui.adsabs.harvard.edu/abs/1992ApJ...401...99P/abstract)." ] }, { "cell_type": "code", "execution_count": 3, "id": "fd340dea", "metadata": {}, "outputs": [], "source": [ "# load the Rieke and Low 1975 spectral points, they are included in the agnpy data\n", "sed_file = pkg_resources.resource_filename(\n", " \"agnpy\", \"data/dt_seds/NGC1068_rieke_low_1975.txt\"\n", ")\n", "sed_data = np.loadtxt(sed_file)\n", "\n", "_lambda = sed_data[:, 0] * u.um\n", "flux = sed_data[:, 1] * u.Jy\n", "flux_err = sed_data[:, 2] * u.Jy\n", "\n", "# get a nuFnu SED\n", "nu = _lambda.to(\"Hz\", equivalencies=u.spectral())\n", "sed = (flux * nu).to(\"erg cm-2 s-1\")\n", "sed_err = (flux_err * nu).to(\"erg cm-2 s-1\")\n", "\n", "# flip the arrays (data were in wavelengths)\n", "nu = np.flip(nu)\n", "sed = np.flip(sed)\n", "sed_err = np.flip(sed_err)" ] }, { "cell_type": "code", "execution_count": 4, "id": "c3455a71", "metadata": {}, "outputs": [], "source": [ "# load the Pier and Krolik 1992 model\n", "model_file = pkg_resources.resource_filename(\n", " \"agnpy\", \"data/dt_seds/pier_krolik_1992.txt\"\n", ")\n", "model_data = np.loadtxt(model_file)\n", "\n", "_lambda_model = model_data[:, 0] * u.um\n", "flux_model = model_data[:, 1] * u.Unit(\"Jy um-1\")\n", "\n", "# get a nuFnu SED\n", "nu_model = _lambda_model.to(\"Hz\", equivalencies=u.spectral())\n", "sed_model = (flux_model * c).to(\"erg cm-2 s-1\")\n", "\n", "# flip the arrays (data were in wavelengths)\n", "nu_model = np.flip(nu_model)\n", "sed_model = np.flip(sed_model)\n", "\n", "# create a function interpolating the model points\n", "pier_krolik_sed_flux = interp1d(nu_model, sed_model)" ] }, { "cell_type": "markdown", "id": "77117a2d", "metadata": {}, "source": [ "Now that we have the measured flux and an accurate model, let us try to reproduce the DT emission with a single- and multi-temperature black body, using `agnpy`." ] }, { "cell_type": "code", "execution_count": 5, "id": "532708c2", "metadata": {}, "outputs": [], "source": [ "# single-temperature black body\n", "# this is computed by default by agnpy's RingDustTorus.sed_flux\n", "L_disk = 0.6 * 4.7e11 * L_sun\n", "R_dt = 1 * u.pc\n", "d_L = 22 * u.Mpc\n", "T = 500 * u.K\n", "z = Distance(d_L).z\n", "\n", "dt_single = RingDustTorus(L_disk=L_disk, T_dt=T, xi_dt=1.0, R_dt=R_dt)\n", "\n", "# recompute the SED on the same frequency of the Pier Krolik model\n", "sed_single_t = dt_single.sed_flux(nu_model, z)" ] }, { "cell_type": "markdown", "id": "eae2c33c", "metadata": {}, "source": [ "Given 20 wavelength values from $2$ to $30$ $\\mu{\\rm m}$, we will consider the same number of DT whose BB emission peaks at each $\\lambda$ value. To generate the multi-temperature BB we will simply sum their emission. The total luminosity is the same of the single-temperature BB, additionally we scale each BB component following the Pier & Krolik 1993 model." ] }, { "cell_type": "code", "execution_count": 6, "id": "f4041bc3", "metadata": {}, "outputs": [], "source": [ "def get_T_from_nu_peak(lambdas):\n", " \"\"\"for each peak wavelgength get the corresponding BB peak T\n", " using Wien's displacement law: lambda_peak = b / T\"\"\"\n", " b = 2898 * u.um * u.K\n", " T = b / lambdas\n", " return T.to(\"K\")\n", "\n", "\n", "# multi-T black body:\n", "# let us consider a range of wavelengths and extract the corresponding T for the BB to peak there\n", "number_bb = 20\n", "lambdas = np.logspace(np.log10(3), np.log10(30), number_bb) * u.um\n", "nu_bb = lambdas.to(\"Hz\", equivalencies=u.spectral())\n", "\n", "T = get_T_from_nu_peak(lambdas)" ] }, { "cell_type": "code", "execution_count": 7, "id": "5dd993e7", "metadata": {}, "outputs": [], "source": [ "# to create a multi-T BB, we create a list of DTs with different T\n", "dts = []\n", "seds_multi_t = []\n", "\n", "for _T, _nu in zip(T, nu_bb):\n", " # scale the luminosity of each BB following the Pier Krolik model\n", " L_scale_factor = pier_krolik_sed_flux(_nu) / np.sum(pier_krolik_sed_flux(nu_bb))\n", " dt = RingDustTorus(L_disk=L_scale_factor * L_disk, T_dt=_T, xi_dt=1.0, R_dt=R_dt)\n", " dts.append(dt)\n", " seds_multi_t.append(dt.sed_flux(nu_model, z))\n", "\n", "# compute their sum\n", "sed_multi_t = np.sum(np.asarray(seds_multi_t), axis=0)" ] }, { "cell_type": "markdown", "id": "128145f1", "metadata": {}, "source": [ "Let us see how they compare to each other" ] }, { "cell_type": "code", "execution_count": 8, "id": "740f7cbf", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 6))\n", "\n", "ax.loglog(nu_model, sed_model, ls=\"--\", color=\"dodgerblue\", label=\"Pier & Krolik, 1992\")\n", "ax.loglog(nu_model, sed_single_t, ls=\"-\", color=\"goldenrod\", label=\"single-T BB\")\n", "\n", "for i in range(len(seds_multi_t)):\n", " ax.loglog(nu_model, seds_multi_t[i], ls=\"-\", lw=1.2, color=\"gray\")\n", "\n", "ax.loglog(nu_model, sed_multi_t, ls=\"-\", color=\"crimson\", label=\"multi-T BB\")\n", "\n", "ax.errorbar(\n", " nu.value,\n", " sed.value,\n", " yerr=sed_err.value,\n", " ls=\"\",\n", " marker=\"o\",\n", " color=\"k\",\n", " label=\"Rieke & Low, 1975\",\n", ")\n", "\n", "ax.legend(fontsize=10)\n", "ax.set_xlabel(sed_x_label)\n", "ax.set_ylabel(sed_y_label)\n", "ax.set_ylim([1e-12, 1e-6])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "ba392d9e", "metadata": {}, "source": [ "It is clear that the single-temperature black body does not accurately reproduce the broad $(100-1\\,{\\rm \\mu m})$ band observed flux. It does not span the entire range of data and it peaks in the wrong energy range. A multi-temperature black body is clearly better suited to reproduces the observed DT SED." ] }, { "cell_type": "markdown", "id": "0adc055a", "metadata": {}, "source": [ "## Impact on external Compton scattering\n", "\n", "Let us consider now the impact of using a single monochromatic approximation for the DT emission in the EC calculation by exploring the difference when using a multi-temperature (always monochormatic) DT as target. To realise the latter we just re-use the previously created list of DT peaking at different temperatures and compute the EC scattering on their photon fields." ] }, { "cell_type": "code", "execution_count": 9, "id": "d9728495", "metadata": {}, "outputs": [], "source": [ "# arbitrary emission region\n", "n_tot = 1.5e5 * u.Unit(\"cm-3\")\n", "\n", "n_e = BrokenPowerLaw.from_total_density(\n", " n_tot=n_tot, p1=2.0, p2=3.9, gamma_b=300.0, gamma_min=2.5, gamma_max=3e4, mass=m_e\n", ")\n", "\n", "R_b = 1.0e16 * u.cm\n", "B = 1.0 * u.G\n", "delta_D = 20\n", "Gamma = 17\n", "\n", "blob = Blob(R_b, z, delta_D, Gamma, B, n_e=n_e, gamma_e_size=500)\n", "\n", "\n", "# let us consider the emission region at a distance smaller than the DT radius\n", "r = 0.3 * u.pc\n", "ec = ExternalCompton(blob, dt_single, r)\n", "\n", "# compute the SED from EC\n", "nu_ec = np.logspace(15, 26, 100) * u.Hz\n", "sed_ec_single_t = ec.sed_flux(nu_ec)" ] }, { "cell_type": "code", "execution_count": 10, "id": "ae1009c9", "metadata": {}, "outputs": [], "source": [ "# re-calculate the SED considering each of the previously generated DT ()\n", "seds_ec_multi_t = []\n", "\n", "for dt in dts:\n", " ec = ExternalCompton(blob, dt, r)\n", " seds_ec_multi_t.append(ec.sed_flux(nu_ec))\n", "\n", "ec_dt_seds_sum = np.sum(np.asarray(seds_ec_multi_t), axis=0)" ] }, { "cell_type": "code", "execution_count": 11, "id": "dc8d32f1", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 6))\n", "\n", "for i in range(len(seds_ec_multi_t)):\n", " ax.loglog(nu_ec, seds_ec_multi_t[i], ls=\"-\", lw=1.2, color=\"gray\")\n", "\n", "ax.loglog(nu_ec, sed_ec_single_t, ls=\"-\", color=\"crimson\", label=\"EC on single-T DT\")\n", "ax.loglog(\n", " nu_ec, ec_dt_seds_sum, lw=2, ls=\"-\", color=\"dodgerblue\", label=\"EC on multi-T DT\"\n", ")\n", "\n", "ax.legend()\n", "ax.set_xlabel(sed_x_label)\n", "ax.set_ylabel(sed_y_label)\n", "ax.set_ylim([1e-13, 1e-6])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "9c14d1c9", "metadata": {}, "source": [ "As we can see, beside the low-energy branch of the SED, usually dominated by other radiative processes, considering a single- or multi-temperature DT target does not significantly impact the EC computation. The small shift of the two curves reflects the shift of the peak energy between the single delta function model and the full DT model." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.8.13 ('gammapy-0.20.1')", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.13" }, "vscode": { "interpreter": { "hash": "421e168cb6cfc6aca15f181c3a83240737b07be3ef1f106b08741fd3b71852a7" } } }, "nbformat": 4, "nbformat_minor": 5 }