{ "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. 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 still, 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", "import astropy.constants as const\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.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 * const.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 * const.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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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\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", "for i in range(len(seds_multi_t)):\n", " ax.loglog(nu_model, seds_multi_t[i], ls=\"-\", lw=1.2, color=\"gray\")\n", "ax.loglog(nu_model, sed_multi_t, ls=\"-\", color=\"crimson\", label=\"multi-T BB\")\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", "norm = 1.5e5 * u.Unit(\"cm-3\")\n", "parameters1 = {\n", " \"p1\": 2.0,\n", " \"p2\": 3.9,\n", " \"gamma_b\": 300.0,\n", " \"gamma_min\": 2.5,\n", " \"gamma_max\": 3.0e4,\n", "}\n", "spectrum_dict = {\"type\": \"BrokenPowerLaw\", \"parameters\": parameters1}\n", "R_b = 1.0e16 * u.cm\n", "B = 1.0 * u.G\n", "delta_D = 20\n", "Gamma = 17\n", "blob = Blob(R_b, z, delta_D, Gamma, B, norm, spectrum_dict)\n", "blob.set_gamma_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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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\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 (ipykernel)", "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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 5 }