{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/me-manu/gammaALPs/blob/master/docs/tutorials/mixing_gmf.ipynb)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Mixing in the magnetic field of the Milky Way\n", "\n", "This tutorial demonstrates mixing in the Galactic mangetic field (GMF) of the Milky Way. \n", "The GMF will be modeled here through the model of the coherent component put forward by Jansson & Farrar (2012).\n", "\n", "In addition to the simple photon-ALP oscillation calculation as a function of energy also shown in the other tutorials, here we also demonstrate how one can extract the mixing as a function of propagation distance, which nicely demonstrates the effect of the different B-field components of the Jansson & Farrar model.\n", "\n", "In the second part of the tutorial, we show one can generate an all-sky map for the photon-ALP conversion probability in the GMF using `healpy`. If you want to run the tutorial notebook yourself, make sure that you have `healpy` installed; it's not a requirement to run gammaALPs. For installing `healpy` check out the documentation here." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you haven't installed `gammaALPs` already, you can do so using `pip`. Just uncomment the line below:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "#!pip install gammaALPs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We begin with the usual imports:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from gammaALPs.core import Source, ALP, ModuleList\n", "from gammaALPs.base import environs, transfer\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from matplotlib.patheffects import withStroke\n", "from mpl_toolkits.mplot3d import Axes3D\n", "import mpl_toolkits.mplot3d.art3d as art3d\n", "from matplotlib.patches import Circle, PathPatch\n", "from matplotlib.text import TextPath\n", "from matplotlib.transforms import Affine2D\n", "\n", "\n", "effect = dict(path_effects=[withStroke(foreground=\"w\", linewidth=2)]) # used for plotting" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next we initialize the module. We assume a pure ALP beam as the initial state that enters the Milky Way. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[0;36menvirons.py:\u001b[0;35m1196\u001b[0;0m --- \u001b[1;36mINFO\u001b[1;0m: Using inputted chi\n" ] } ], "source": [ "EGeV = np.logspace(-1., 3., 101) # the energy range, roughly mathing the Fermi-LAT energy range\n", "src = Source(z=0.017559, l=20., b=20.) # some dummy source for initialization\n", "pa_in = np.diag([0., 0., 1.]) # the inital polarization matrix; a pure ALP state\n", "\n", "ml = ModuleList(ALP(m=1., g=1.), src, pin=pa_in, EGeV=EGeV, seed=0)\n", "\n", "# add the GMF propagation module\n", "ml.add_propagation(\"GMF\", 0, model='jansson12')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### A comment on the geometry adopted in gammaALPs\n", "\n", "To calculate the Galactic magnetic field parallel to the two photon polarization states, a local coordinate system along the line of sight is defined and the B field is projected onto the transversal axis, which are called $\\hat{l}$ and $\\hat{b}$, see the 3D plot below. \n", "\n", "In case a source is added (which is not the case in this tutorial), the $\\psi$ angle, i.e., the angle between the $\\hat{y}$ axis in the source frame and the $B$ field is related to the local coordinate system through \n", "$$ \\tan\\psi = \\frac{\\langle \\vec{B}, -\\hat{b}\\rangle}{\\langle \\vec{B}, \\hat{l}\\rangle}.$$ " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(8,8))\n", "ax = fig.add_subplot(111, projection='3d')\n", "\n", "\n", "# Earth and GC position\n", "ax.plot(-8.5, 0., ms=10, mec='k', mfc='w', marker='o')\n", "ax.plot(-8.5, 0., ms=5, color='k', marker='.')\n", "ax.plot(0., 0., ms=10, color='k', marker='*')\n", "\n", "# Axes\n", "start = -10.\n", "length = 20.\n", "axes = [[start, 0., 0., length, 0., 0.], \n", " [0., start, 0., 0., length, 0.], \n", " [0., 0., start, 0., 0., length]]\n", "X, Y, Z, U, V, W = zip(*axes)\n", " \n", "ax.quiver(X, Y, Z, U, V, W, arrow_length_ratio=.05, normalize=False)\n", "\n", "# arrows to source\n", "x_earth, y_earth, z_earth = np.array([-8.5]), np.array([0.]), np.array([0.])\n", "\n", "def uvw_gal(l, b, shift_b=0., shift_l=0.):\n", " if np.isscalar(l):\n", " l = np.array([l])\n", " if np.isscalar(b):\n", " b = np.array([b])\n", " \n", " u = np.cos(np.deg2rad(b) + shift_b) * np.cos(np.deg2rad(l) + shift_l)\n", " v = np.cos(np.deg2rad(b) + shift_b) * np.sin(np.deg2rad(l) + shift_l)\n", " w = np.sin(np.deg2rad(src.b) + shift_b)\n", " \n", " return u,v,w\n", " \n", "\n", "source_distance = 20.\n", "u, v, w = uvw_gal(src.l, src.b)\n", "\n", "# arrow to source\n", "ax.quiver(x_earth, y_earth, z_earth, \n", " u, v, w, \n", " arrow_length_ratio=.001, normalize=False, length=source_distance, color=\"C1\", ls='--')\n", "\n", "# local coordinate system at Earth\n", "ax.quiver(x_earth, y_earth, z_earth, \n", " u, v, w, \n", " arrow_length_ratio=.3, normalize=True, length=3., color=\"k\", ls='-')\n", "ax.text((x_earth + u)[0] + 0.5, (y_earth + v)[0]-0.5, (z_earth + w)[0] + 1.5,\n", " \"$\\hat{s}$\", color='k')\n", "\n", "\n", "u, v, w = uvw_gal(src.l + 90., src.b)\n", "ax.quiver(x_earth, y_earth, z_earth, \n", " u, v, w, \n", " arrow_length_ratio=.3, normalize=True, length=3., color=\"k\", ls='-')\n", "ax.text((x_earth + u)[0], (y_earth + v)[0] + 3., (z_earth + w)[0],\n", " \"$\\hat{l}$\", color='k')\n", "\n", "u, v, w = uvw_gal(src.l, src.b, shift_b=np.pi / 2.)\n", "ax.quiver(x_earth, y_earth, z_earth, \n", " u, v, w, \n", " arrow_length_ratio=.3, normalize=True, length=3., color=\"k\", ls='-')\n", "ax.text((x_earth + u)[0] - 0.3, (y_earth + v)[0], (z_earth + w)[0] + 2.,\n", " \"$\\hat{b}$\", color='k')\n", "\n", "\n", "# coordinate system at source\n", "u, v, w = uvw_gal(src.l, src.b)\n", "x_src = x_earth + source_distance * u\n", "y_src = y_earth + source_distance * v\n", "z_src = z_earth + source_distance * w\n", "\n", "plt.plot(x_src, y_src, z_src, marker=\"*\", mec=\"w\", mfc=\"b\", ms=20.)\n", "\n", "u, v, w = uvw_gal(src.l, src.b, shift_b=np.pi)\n", "ax.quiver(x_src, y_src, z_src,\n", " u, v, w,\n", " arrow_length_ratio=.3, normalize=True, length=3., color=\"b\", ls='-')\n", "ax.text((x_src + u)[0] - 0.5, (y_src + v)[0] - 0.5, (z_src + w)[0] - 1.5, \"$\\hat{z}$\", color='b')\n", "\n", "u, v, w = uvw_gal(src.l + 90., src.b)\n", "ax.quiver(x_src, y_src, z_src,\n", " u, v, w,\n", " arrow_length_ratio=.3, normalize=True, length=3., color=\"b\", ls='-')\n", "ax.text((x_src + u)[0] + 0.5, (y_src + v)[0] + 1.5, (z_src + w)[0] + 0.5, \"$\\hat{y}$\", color='b')\n", "\n", "u, v, w = uvw_gal(src.l, src.b, shift_b=np.pi / 2.)\n", "ax.quiver(x_src, y_src, z_src,\n", " u, v, w,\n", " arrow_length_ratio=.3, normalize=True, length=3., color=\"b\", ls='-')\n", "ax.text((x_src + u)[0], (y_src + v)[0] - 0.5, (z_src + w)[0] + 0.7, \"$\\hat{x}$\", color='b')\n", " \n", "# Galactic disk\n", "p = Circle((0, 0), 10, alpha=0.1, zorder=-10)\n", "ax.add_patch(p)\n", "art3d.pathpatch_2d_to_3d(p, z=0, zdir=\"z\")\n", "\n", "text_path = TextPath((0, 0), \"Galactic disk\", size=1.2, usetex=False)\n", "trans = Affine2D().rotate(0.).translate(0.5, -3.5)\n", "p1 = PathPatch(trans.transform_path(text_path))\n", "ax.add_patch(p1)\n", "art3d.pathpatch_2d_to_3d(p1, z=0., zdir=\"z\")\n", "\n", "ax.set_xlabel(\"$x$ (kpc)\")\n", "ax.set_ylabel(\"$y$ (kpc)\")\n", "ax.set_zlabel(\"$z$ (kpc)\")\n", "ax.set_xlim(-10.,10)\n", "ax.set_ylim(-10.,10)\n", "ax.set_zlim(-10.,10)\n", "\n", "ax.view_init(elev=25, azim=220)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Continue with computing conversion probability \n", "\n", "Compute the conversion probability as a function of energy:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[0;36m core.py:\u001b[0;35m 658\u001b[0;0m --- \u001b[1;36mINFO\u001b[1;0m: Running Module 0: \n", "/Users/mey/Python/gammaALPs/gammaALPs/base/transfer.py:799: UserWarning: Not all values of linear polarization are real values!\n", " warnings.warn(\"Not all values of linear polarization are real values!\")\n", "/Users/mey/Python/gammaALPs/gammaALPs/base/transfer.py:802: UserWarning: Not all values of circular polarization are real values!\n", " warnings.warn(\"Not all values of circular polarization are real values!\")\n" ] } ], "source": [ "px, py, pa = ml.run()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Compute the conversion probability along the line of sight. We provide the initial state and the final polarization state we're interested in. This step has to come *after* you have calculated the conversion probability as a function of energy, because the tranfer matrices have to be filled with the correct values. This could alternatively be done by calling the `ml.modules[\"GMF\"].fill_transfer()` function." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "px_in = np.diag([1., 0., 0.])\n", "py_in = np.diag([0., 1., 0.])\n", "\n", "prx = ml.modules[\"GMF\"].show_conv_prob_vs_r(pa_in, px_in)\n", "pry = ml.modules[\"GMF\"].show_conv_prob_vs_r(pa_in, py_in)\n", "pra = ml.modules[\"GMF\"].show_conv_prob_vs_r(pa_in, pa_in)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot the conversion probability for one fixed energy as a function of propagation disctance together with the transversal magnetic field strength." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Energy: 3.981071705534973 GeV\n" ] }, { "data": { "text/plain": [ "Text(0, 0.5, '$B_{\\\\perp}$ ($\\\\mu$G)')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "idx = 40\n", "print (\"Energy:\", EGeV[idx], \"GeV\")\n", "\n", "ax = plt.subplot(111)\n", "ax.semilogy(ml.modules[\"GMF\"].r, (prx[:,idx] + pry[:,idx])[::-1],\n", " drawstyle='steps')\n", "\n", "plt.ylabel(\"$P_{a\\gamma}$\", color = plt.cm.tab10(0.))\n", "plt.xlabel(\"$r$ (kpc)\")\n", "ax.set_ylim(1e-6,1e-1)\n", "\n", "ax2 = ax.twinx()\n", "ax2.semilogy(ml.modules[\"GMF\"].r, ml.modules[\"GMF\"].B[::-1],\n", " color = plt.cm.tab10(0.3),\n", " drawstyle ='steps')\n", "plt.ylabel(\"$B_{\\perp}$ ($\\mu$G)\", color = plt.cm.tab10(0.3))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot the total conversion probability as a function of energy:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, '$P_{a\\\\gamma}$')" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.semilogx(EGeV, px[0] + py[0], lw = 2)\n", "plt.xlabel(\"Energy (GeV)\")\n", "plt.ylabel(\"$P_{a\\gamma}$\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sky map for mixing in the GMF\n", "\n", "Next, we compute a full sky map using `healpy`. In each sky pixel, we calculate the photon-ALP conversion probability at one single energy (1 GeV).\n", "\n", "First, we import healpy." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "import healpy as hp\n", "import time" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And define the pixel grid:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(10800,)\n" ] } ], "source": [ "NSIDE = 30\n", "pix = np.arange(hp.nside2npix(NSIDE)) # get the pixels\n", "ll, bb = hp.pixelfunc.pix2ang(NSIDE, pix, lonlat=True) # get the galactic coordinates for each pixel\n", "print (ll.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We loop over the coordinates and for each coordinate we re-initialize the `ModuleList` class \n", "and re-calculate the mixing probability." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/mey/Python/gammaALPs/gammaALPs/base/transfer.py:799: UserWarning: Not all values of linear polarization are real values!\n", " warnings.warn(\"Not all values of linear polarization are real values!\")\n", "/Users/mey/Python/gammaALPs/gammaALPs/base/transfer.py:802: UserWarning: Not all values of circular polarization are real values!\n", " warnings.warn(\"Not all values of circular polarization are real values!\")\n", "/Users/mey/Python/gammaALPs/gammaALPs/base/environs.py:1255: RuntimeWarning: divide by zero encountered in scalar divide\n", " self._smax = np.amin([self.__zmax/np.abs(sb),\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "It took 25.066362857818604 seconds\n" ] } ], "source": [ "EGeV = np.array([1.]) # energy\n", "pgg = np.zeros((pix.shape[0],EGeV.shape[0])) # array to store the results\n", "src = Source(z=0.1, ra=0., dec=0.) # some random source for initialization\n", "\n", "# coupling and mass at which we want to calculate the conversion probability:\n", "g = 0.3\n", "m = 1.\n", "\n", "t1 = time.time()\n", "for i, l in enumerate(ll):\n", " src.l = l\n", " src.b = bb[i]\n", " ml = ModuleList(ALP(m=m,g=g),\n", " src,\n", " pin=pa_in, # pure ALP beam\n", " EGeV=EGeV, \n", " log_level='warning' # suppress info calls\n", " )\n", " ml.add_propagation(\"GMF\", 0, model='jansson12') # add the propagation module\n", " px, py, pa = ml.run() # run the code\n", " pgg[i] = px + py # save the result\n", "\n", " if i < ll.size - 1:\n", " del ml\n", " \n", "t2 = time.time()\n", "print (\"It took\", t2-t1, \"seconds\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot the full sky map using `healpy`'s Mollweide projection:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.03, 0.93, '$g_{a\\\\gamma} = 0.30\\\\times10^{-11}\\\\,\\\\mathrm{GeV}^{-1}$')" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "hpmap = hp.mollview(pgg[:,0], \n", " norm='linear',\n", " title = '', \n", " unit= '$P_{a\\gamma}$', \n", " min=1e-7,\n", " max=1e-2, \n", " cmap = 'Spectral_r')\n", "hp.graticule()\n", "plt.annotate(\"$g_{{a\\gamma}} = {0:.2f}\\\\times10^{{-11}}\\,\\mathrm{{GeV}}^{{-1}}$\".format(ml.alp.g),\n", " xy = (0.03,0.93), xycoords = 'axes fraction', fontsize = 'x-large', **effect)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also use `healpy` to calculate the power spectrum of $P_{a\\gamma}$ in terms of an expansion into spherical components and multipole number $\\ell$:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cl = hp.sphtfunc.anafast(pgg[:,0], gal_cut = 0.)\n", "ell = np.arange(len(cl))\n", "\n", "plt.loglog(ell, ell * (ell + 1) * cl * 1e6)\n", "plt.xlabel(\"$\\ell$\")\n", "plt.ylabel(\"$\\ell(\\ell+1)C_{\\ell}$ [$\\\\times10^{-6}$]\")\n", "plt.grid()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": "3.9.18" } }, "nbformat": 4, "nbformat_minor": 4 }