{ "cells": [ { "cell_type": "markdown", "id": "b4ce8e65-c2d9-47f6-bfc3-7dd054ce1c64", "metadata": {}, "source": [ "# Generate artifacts for Dust GNILC model\n", "\n", "This is a simplified version of the Dust GNILC template generation notebook which doesn't create any plots but just creates the artifacts at N_side 8192." ] }, { "cell_type": "code", "execution_count": 1, "id": "7555d741-b206-49c4-9008-2a2c36743863", "metadata": {}, "outputs": [], "source": [ "from pathlib import Path\n", "import healpy as hp\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pymaster as nmt\n", "from astropy.io import fits\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "id": "a4c0a077-4f59-4e8d-9351-593e8c3003d4", "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "# for jupyter.nersc.gov otherwise the notebook only uses 2 cores\n", "\n", "os.environ[\"OMP_NUM_THREADS\"] = \"64\"" ] }, { "cell_type": "code", "execution_count": 3, "id": "1e3edd65-14fc-409f-a956-39e6539eb09a", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: AstropyDeprecationWarning: The disable_warnings function is deprecated and may be removed in a future version. [warnings]\n" ] } ], "source": [ "hp.disable_warnings()" ] }, { "cell_type": "code", "execution_count": 4, "id": "6c9e2399-20c9-44a1-8f88-1923d9cb667f", "metadata": {}, "outputs": [], "source": [ "plt.style.use(\"seaborn-talk\")" ] }, { "cell_type": "code", "execution_count": 5, "id": "e4951457-1bf6-4ac8-b6ef-8d482aaab3ab", "metadata": {}, "outputs": [], "source": [ "import pysm3 as pysm\n", "import pysm3.units as u" ] }, { "cell_type": "code", "execution_count": 6, "id": "98132cc2-19a9-427f-8124-739d3d8aa71b", "metadata": {}, "outputs": [], "source": [ "nside = 2048\n", "lmax = 2048" ] }, { "cell_type": "code", "execution_count": 7, "id": "db1b63fa-16f4-46bf-b44a-754358fb0a99", "metadata": {}, "outputs": [], "source": [ "comp = \"IQU\"" ] }, { "cell_type": "code", "execution_count": 8, "id": "434c1817-3ad9-46d6-a2c1-b8f989f9bbe9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[(0, 'I'), (1, 'Q'), (2, 'U')]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "components = list(enumerate(comp))\n", "components" ] }, { "cell_type": "code", "execution_count": 9, "id": "ef0893e2-d7a1-428d-84a6-14a64828fe32", "metadata": {}, "outputs": [], "source": [ "spectra_components = [\"TT\", \"EE\", \"BB\", \"TE\"]" ] }, { "cell_type": "markdown", "id": "3bcc4f05-9417-440f-8282-ec2e5fb1d78b", "metadata": {}, "source": [ "change this to True if you want to run namaster on notebook \n" ] }, { "cell_type": "code", "execution_count": 10, "id": "99a8d4a6-1510-4a3a-a529-ad35f765a92b", "metadata": {}, "outputs": [], "source": [ "namaster_on_nb = True" ] }, { "cell_type": "code", "execution_count": 11, "id": "59f1f34a-4b01-4af9-8af8-5fa7e859d310", "metadata": {}, "outputs": [], "source": [ "datadir = Path(\"data\")" ] }, { "cell_type": "code", "execution_count": 12, "id": "f11d1934-6ddb-4b85-913a-55afe6ccf721", "metadata": {}, "outputs": [], "source": [ "proddir = Path(\"production-data\") / \"dust_gnilc\" / \"raw\"" ] }, { "cell_type": "code", "execution_count": 13, "id": "87e5c4fb-a1d9-4a09-a20a-6e313e6a3c33", "metadata": {}, "outputs": [], "source": [ "gnilc_template = \"varres\"\n", "dust_varresI = datadir / \"COM_CompMap_Dust-GNILC-F353_2048_21p8acm.fits\"\n", "dust_varresP = (\n", " datadir / f\"COM_CompMap_IQU-thermaldust-gnilc-{gnilc_template}_2048_R3.00.fits\"\n", ")" ] }, { "cell_type": "code", "execution_count": 14, "id": "cea40634-9f68-4da9-bad1-4457b53e46a4", "metadata": {}, "outputs": [], "source": [ "if not dust_varresI.exists():\n", " !wget -O $dust_varresI https://portal.nersc.gov/project/cmb/pysm-data/dust_gnilc/inputs/COM_CompMap_Dust-GNILC-F353_2048_21p8acm.fits" ] }, { "cell_type": "code", "execution_count": 15, "id": "134293d5-11d9-4b70-897d-22887590f4a8", "metadata": {}, "outputs": [], "source": [ "if not dust_varresP.exists():\n", " !wget -O $dust_varresP http://pla.esac.esa.int/pla/aio/product-action?MAP.MAP_ID=COM_CompMap_IQU-thermaldust-gnilc-varres_2048_R3.00.fits" ] }, { "cell_type": "markdown", "id": "8e5a113c-4355-498e-a3e6-dfb167d2f2b2", "metadata": {}, "source": [ "Transform maps to double precision for computations" ] }, { "cell_type": "code", "execution_count": 16, "id": "0b43a229-b37a-466a-a325-607505b3c0d9", "metadata": {}, "outputs": [], "source": [ "m_planck_varres, h = hp.read_map(\n", " dust_varresP, [c + \"_STOKES\" for c in comp], dtype=np.float64, h=True\n", ")\n", "I_planck_varres, h = hp.read_map(dust_varresI, dtype=np.float64, h=True)" ] }, { "cell_type": "markdown", "id": "eba0d85c-3eda-448d-8c00-31bcb4b4ec6a", "metadata": {}, "source": [ "Maps from the two releases are in different units `MJy/sr` the former, and `K_CMB` the latter, we therefore need to perform some conversion to `uK_RJ`. " ] }, { "cell_type": "code", "execution_count": 17, "id": "fc284506-9442-4246-b002-f58498141163", "metadata": {}, "outputs": [], "source": [ "m_planck_varres <<= u.K_CMB\n", "I_planck_varres <<= u.MJy / u.sr\n", "m_planck_varres = m_planck_varres.to(\n", " \"uK_RJ\", equivalencies=u.cmb_equivalencies(353 * u.GHz)\n", ")\n", "I_planck_varres = I_planck_varres.to(\n", " \"uK_RJ\", equivalencies=u.cmb_equivalencies(353 * u.GHz)\n", ")" ] }, { "cell_type": "markdown", "id": "6dc76669-d9dd-4df8-a7f6-14161c4e6112", "metadata": {}, "source": [ "then we are ready to combine both maps into one single TQU map. " ] }, { "cell_type": "code", "execution_count": 18, "id": "c57e1d34-ecaa-4a37-b8ca-007567a96b4f", "metadata": {}, "outputs": [], "source": [ "m_planck_varres[0] = I_planck_varres\n", "del I_planck_varres" ] }, { "cell_type": "markdown", "id": "1744a6ed-10ff-4452-9424-ab3c3185208e", "metadata": {}, "source": [ "## GAL080 Planck mask\n", "\n", "we perform the monopole removal in a region outside the Galactic plane. \n" ] }, { "cell_type": "code", "execution_count": 19, "id": "77e338b7-ffaa-4705-a2b7-503e80c98556", "metadata": {}, "outputs": [], "source": [ "planck_mask_filename = datadir / \"HFI_Mask_GalPlane-apo2_2048_R2.00.fits\"\n", "\n", "if not planck_mask_filename.exists():\n", " !wget -O $planck_mask_filename \"http://pla.esac.esa.int/pla/aio/product-action?MAP.MAP_ID=HFI_Mask_GalPlane-apo2_2048_R2.00.fits\"" ] }, { "cell_type": "code", "execution_count": 20, "id": "507c5fed-62e7-4c1f-87e0-e17b4d88703d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "masking 0.7912631829579672 of the sky\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "planck_mask = hp.read_map(planck_mask_filename, [\"GAL080\"])\n", "\n", "planck_mask = np.int_(np.ma.masked_not_equal(planck_mask, 0.0).mask)\n", "fsky = planck_mask.sum() / planck_mask.size\n", "print(f\"masking {fsky} of the sky\")\n", "hp.mollview(planck_mask, title=f\"Planck common galactic mask, {comp}\")" ] }, { "cell_type": "markdown", "id": "b9edd1b6-7c21-4bcf-b8b0-b786251a0e4e", "metadata": {}, "source": [ "### Monopole subtraction\n", "\n", "\n", "Section 2.2 of [Planck 2018 XII](https://arxiv.org/pdf/1807.06212.pdf) value reported: 0.13 MJy/sr \n", "\n", "we subtract this term only to the I map for the pixels outside the Galactic plane mask." ] }, { "cell_type": "code", "execution_count": 21, "id": "3304ebb8-9cc2-47f0-9845-8b8b500fa906", "metadata": {}, "outputs": [], "source": [ "planck2018_monopole = (0.13 * u.MJy / u.sr).to(\n", " u.uK_RJ, equivalencies=u.cmb_equivalencies(353 * u.GHz)\n", ")\n", "\n", "m_planck_varres[0][planck_mask] -= planck2018_monopole" ] }, { "cell_type": "markdown", "id": "0826905e-347a-4f15-a519-3546ebc68aa0", "metadata": {}, "source": [ "\n", "We estimate how many pixels have I< P after we subtract the monopole " ] }, { "cell_type": "code", "execution_count": 22, "id": "b7bfaaa8-9e97-425f-88c7-7ecdf0cd409a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "5 pixels out of 50331648 expected to be NaNs in Log Pol Tens maps \n" ] } ], "source": [ "maskmono = m_planck_varres[0] ** 2 < m_planck_varres[1] ** 2 + m_planck_varres[2] ** 2\n", "print(\n", " f\"{maskmono.sum() } pixels out of { maskmono.size} expected to be NaNs in Log Pol Tens maps \"\n", ")" ] }, { "cell_type": "markdown", "id": "92c1c642-acd1-418c-a298-187d622dfd41", "metadata": {}, "source": [ "## Transform maps to Poltens quantities " ] }, { "cell_type": "code", "execution_count": 23, "id": "47660711-55f8-49d8-91dc-5610ae21a036", "metadata": {}, "outputs": [], "source": [ "def map_to_log_pol_tens(m):\n", " P = np.sqrt(m[1] ** 2 + m[2] ** 2)\n", " log_pol_tens = np.empty_like(m)\n", " log_pol_tens[0] = np.log(m[0] ** 2 - P ** 2) / 2.0\n", " log_pol_tens[1:] = m[1:] / P * np.log((m[0] + P) / (m[0] - P)) / 2.0\n", " return log_pol_tens\n", "\n", "\n", "def log_pol_tens_to_map(log_pol_tens):\n", " P = np.sqrt(log_pol_tens[1] ** 2 + log_pol_tens[2] ** 2)\n", " m = np.empty_like(log_pol_tens)\n", " exp_i = np.exp(log_pol_tens[0])\n", " m[0] = exp_i * np.cosh(P)\n", " m[1:] = log_pol_tens[1:] / P * exp_i * np.sinh(P)\n", " return m\n", "\n", "\n", "def sigmoid(x, x0, width, power=4):\n", " \"\"\"Sigmoid function given start point and width\n", " Parameters\n", " ----------\n", " x : array\n", " input x axis\n", " x0 : float\n", " value of x where the sigmoid starts (not the center)\n", " width : float\n", " width of the transition region in unit of x\n", " power : float\n", " tweak the steepness of the curve\n", " Returns\n", " -------\n", " sigmoid : array\n", " sigmoid, same length of x\"\"\"\n", " return 1.0 / (1 + np.exp(-power * (x - x0 - width / 2) / width))" ] }, { "cell_type": "code", "execution_count": 24, "id": "a4798c7a-1ec9-430c-a499-b28e9d55e696", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_53026/1566809701.py:4: RuntimeWarning: invalid value encountered in log\n", " log_pol_tens[0] = np.log(m[0] ** 2 - P ** 2) / 2.0\n", "/tmp/ipykernel_53026/1566809701.py:5: RuntimeWarning: invalid value encountered in log\n", " log_pol_tens[1:] = m[1:] / P * np.log((m[0] + P) / (m[0] - P)) / 2.0\n" ] } ], "source": [ "log_pol_tens_varres = map_to_log_pol_tens(m_planck_varres.value)" ] }, { "cell_type": "markdown", "id": "c9bc4c4a-82da-4a2d-8170-f03249a7285c", "metadata": {}, "source": [ "Checking NaNs on the Poltens map " ] }, { "cell_type": "code", "execution_count": 25, "id": "7450ec3f-92d8-4d9e-9bbc-674e524b40a9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "5 pixels out of 50331648 are NaNs in Log Pol Tens maps \n" ] } ], "source": [ "print(\n", " f\"{np.isnan(log_pol_tens_varres[0]).sum() } pixels out of { maskmono.size} are NaNs in Log Pol Tens maps \"\n", ")" ] }, { "cell_type": "code", "execution_count": 26, "id": "4c509cdf-b7cd-47a1-8814-c3ae2560276b", "metadata": {}, "outputs": [], "source": [ "for i in range(3):\n", " log_pol_tens_varres[i, np.isnan(log_pol_tens_varres[i])] = np.nanmedian(\n", " log_pol_tens_varres[i]\n", " )" ] }, { "cell_type": "markdown", "id": "5a53f9f2-ddab-440c-a68f-417bd2ddede5", "metadata": {}, "source": [ "Set all the NaNs to the map median value \n" ] }, { "cell_type": "code", "execution_count": 27, "id": "adaf518b-4b05-4ddf-87f8-368da9def8fc", "metadata": {}, "outputs": [], "source": [ "assert np.isnan(log_pol_tens_varres).sum() == 0" ] }, { "cell_type": "code", "execution_count": 28, "id": "b1e6b7b8-1c8a-4b00-adf1-9811b352dd49", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "for i_pol, pol in components:\n", " hp.mollview(\n", " log_pol_tens_varres[i_pol],\n", " title=\"Log Pol tensor \" + pol,\n", " sub=131 + i_pol,\n", " unit=m_planck_varres.unit,\n", " )" ] }, { "cell_type": "code", "execution_count": 29, "id": "f4f86cfb-d85d-43fe-8bf2-f4945650b128", "metadata": {}, "outputs": [], "source": [ "from scipy.optimize import curve_fit" ] }, { "cell_type": "code", "execution_count": 30, "id": "7c341313-4f5f-4611-bb79-8ea6779e4672", "metadata": {}, "outputs": [], "source": [ "def model(ell, A, gamma):\n", " out = A * ell ** gamma\n", " return out" ] }, { "cell_type": "code", "execution_count": 31, "id": "8ad6a315-1cf1-4456-819c-34c6fab76529", "metadata": {}, "outputs": [], "source": [ "def run_anafast(m, lmax):\n", " clanaf = hp.anafast(m, lmax=lmax)\n", " cl = {}\n", " cl[\"TT\"] = clanaf[0]\n", " cl[\"EE\"] = clanaf[1]\n", " cl[\"BB\"] = clanaf[2]\n", " cl[\"TE\"] = clanaf[3]\n", " ell = np.arange(lmax + 1)\n", "\n", " cl_norm = ell * (ell + 1) / np.pi / 2\n", " cl_norm[0] = 1\n", " return ell, cl_norm, cl\n", "\n", "\n", "def run_namaster(m, mask, lmax, nlbins):\n", " \"\"\"Compute C_ell with NaMaster\n", " Parameters\n", " ----------\n", " m : numpy array\n", " T only or TQU HEALPix map\n", " mask : numpy array\n", " mask, 1D, 0 for masked pixels,\n", " needs to have same Nside of the input map\n", " lmax : int\n", " maximum ell of the spherical harmonics transform\n", " Returns\n", " -------\n", " ell : numpy array\n", " array of ell from 0 to lmax (length lmax+1)\n", " cl_norm : numpy array\n", " ell (ell+1)/2pi factor to turn C_ell into D_ell\n", " first element is set to 1\n", " cl : dict of numpy arrays\n", " dictionary of numpy arrays with all components\n", " of the spectra, for now only II, EE, BB, no\n", " cross-spectra\n", " \"\"\"\n", "\n", " nside = hp.npix2nside(len(mask))\n", " # b = nmt.NmtBin.from_nside_linear(nside, 16)\n", " # leff = b.get_effective_ells()\n", " binning = nmt.NmtBin(nside=nside, nlb=nlbins, lmax=lmax, is_Dell=False)\n", "\n", " cl = {}\n", "\n", " if len(m) == 3:\n", " f_0 = nmt.NmtField(mask, [m[0]])\n", " f_2 = nmt.NmtField(\n", " mask, m[1:].copy(), purify_b=True\n", " ) # NaMaster masks the map in-place\n", " cl_namaster = nmt.compute_full_master(f_2, f_2, binning)\n", " cl[\"EE\"] = np.concatenate([[0, 0], cl_namaster[0]])\n", " cl[\"BB\"] = np.concatenate([[0, 0], cl_namaster[3]])\n", " cl_namaster = nmt.compute_full_master(f_0, f_2, binning)\n", " cl[\"TE\"] = np.concatenate([[0, 0], cl_namaster[0]])\n", " elif m.ndim == 1:\n", " m = m.reshape((1, -1))\n", " f_0 = nmt.NmtField(mask, [m[0]])\n", "\n", " cl_namaster_I = nmt.compute_full_master(f_0, f_0, binning)\n", "\n", " cl[\"TT\"] = np.concatenate([[0, 0], cl_namaster_I[0]])\n", " ell = np.concatenate([[0, 1], binning.get_effective_ells()])\n", " cl_norm = ell * (ell + 1) / np.pi / 2\n", " cl_norm[0] = 1\n", " return ell, cl_norm, cl" ] }, { "cell_type": "code", "execution_count": 32, "id": "572bfc2d-fb81-4d3c-9b1c-d50d2e07d541", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "run anafast on full sky \n" ] } ], "source": [ "print(\"run anafast on full sky \")\n", "ell, cl_norm, cl = run_anafast(log_pol_tens_varres, lmax)" ] }, { "cell_type": "markdown", "id": "9a98b166-58b2-45d2-ba9e-61f774ec67f9", "metadata": {}, "source": [ "## (New) employing spectral indices from literature\n", "\n", "- https://arxiv.org/pdf/1801.04945.pdf and https://www.aanda.org/articles/aa/pdf/2016/09/aa28503-16.pdf\n", "- 2 pivotal scales `ell1=110` and `ell2=800 ` \n", "- non zero TE spectrum \n", "\n" ] }, { "cell_type": "code", "execution_count": 33, "id": "b72443b3-b614-40b2-bcaf-ba98d2266d31", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_53026/3409733669.py:2: RuntimeWarning: divide by zero encountered in power\n", " out = A * ell ** gamma\n", "/tmp/ipykernel_53026/3409733669.py:2: RuntimeWarning: divide by zero encountered in power\n", " out = A * ell ** gamma\n", "/tmp/ipykernel_53026/3409733669.py:2: RuntimeWarning: divide by zero encountered in power\n", " out = A * ell ** gamma\n", "/tmp/ipykernel_53026/3409733669.py:2: RuntimeWarning: divide by zero encountered in power\n", " out = A * ell ** gamma\n" ] }, { "data": { "text/plain": [ "(1e-07, 0.1)" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ell_fit_low = {\"TT\": 50, \"EE\": 50, \"BB\": 50, \"TE\": 50}\n", "ell_fit_high = {\"TT\": 100, \"EE\": 100, \"BB\": 100, \"TE\": 100}\n", "gamma_fit2 = {\"TT\": -0.8, \"EE\": -0.42, \"BB\": -0.54, \"TE\": -0.50}\n", "A_fit, gamma_fit, A_fit_std, gamma_fit_std = {}, {}, {}, {}\n", "plt.figure(figsize=(25, 5))\n", "A_fit2 = {}\n", "smallscales = []\n", "\n", "ell_pivot = 2000\n", "for ii, pol in enumerate(spectra_components):\n", " plt.subplot(141 + ii)\n", " xdata = np.arange(ell_fit_low[pol], ell_fit_high[pol])\n", " ydata = xdata * (xdata + 1) / np.pi / 2 * cl[pol][xdata]\n", " (A_fit[pol], gamma_fit[pol]), cov = curve_fit(model, xdata, ydata)\n", " A_fit2[pol] = np.fabs(A_fit[pol]) * ell_fit_high[pol] ** (\n", " gamma_fit[pol] - gamma_fit2[pol]\n", " )\n", " plt.loglog(ell, ell * (ell + 1) / np.pi / 2 * cl[pol])\n", " scaling = model(ell[:ell_pivot], A_fit2[pol], gamma_fit2[pol])\n", " scaling[:2] = 0\n", " plt.plot(ell[:ell_pivot], scaling, label=r\"$\\alpha$\" + f\"[{pol}]:{gamma_fit2[pol]}\")\n", " smallscales.append(scaling)\n", "\n", " plt.axvline(ell_fit_high[pol], linestyle=\"--\", color=\"gray\")\n", " plt.axvline(ell_pivot, linestyle=\"--\", color=\"k\")\n", " plt.grid()\n", " plt.title(f\"{pol} spectrum for dust Dust Pol.Tens \")\n", "\n", " plt.xlabel((\"$\\ell$\"))\n", " plt.xlim(2, lmax)\n", " plt.legend(fontsize=15)\n", "\n", "for ii, pol in enumerate(spectra_components):\n", " # we change the EE and BB power laws\n", " xdata = np.arange(ell_fit_high[pol], ell.size)\n", " ydata = xdata * (xdata + 1) / np.pi / 2 * cl[pol][xdata]\n", " (A_fit[pol], gamma_fit[pol]), cov = curve_fit(model, xdata, ydata)\n", "\n", " plt.subplot(141 + ii)\n", " if pol == \"TE\":\n", " A_fit2[pol] = A_fit2[pol] * ell_pivot ** (gamma_fit2[pol] - gamma_fit2[\"TE\"])\n", " scaling = model(ell[ell_pivot:], A_fit2[pol], gamma_fit2[\"TE\"])\n", "\n", " plt.plot(\n", " ell[ell_pivot:],\n", " scaling,\n", " linewidth=3,\n", " alpha=0.4,\n", " color=\"k\",\n", " )\n", " smallscales[ii] = np.concatenate([smallscales[ii], scaling])\n", " else:\n", " A_fit2[pol] = A_fit2[pol] * ell_pivot ** (gamma_fit2[pol] - gamma_fit2[\"TT\"])\n", " scaling = model(ell[ell_pivot:], A_fit2[pol], gamma_fit2[\"TT\"])\n", "\n", " plt.plot(\n", " ell[ell_pivot:],\n", " scaling,\n", " linewidth=3,\n", " alpha=0.4,\n", " color=\"k\",\n", " )\n", " smallscales[ii] = np.concatenate([smallscales[ii], scaling])\n", "\n", "plt.subplot(141)\n", "\n", "plt.ylabel(\"$\\ell(\\ell+1)C_\\ell/2\\pi [\\mu K_{RJ}]$\")\n", "plt.ylim(1e-5, 1e0)\n", "plt.subplot(142)\n", "plt.ylim(1e-7, 1e-3)\n", "plt.subplot(143)\n", "plt.ylim(1e-7, 1e-3)\n", "plt.subplot(143)\n", "plt.ylim(1e-7, 1e-1)" ] }, { "cell_type": "code", "execution_count": 34, "id": "a4b06710-daf9-43af-8fbd-2bfa691c5d7c", "metadata": { "tags": [] }, "outputs": [], "source": [ "output_nside = 8192\n", "output_lmax = 2 * output_nside\n", "lmax = output_lmax\n", "ell = np.arange(output_lmax + 1)\n", "cl_norm = ell * (ell + 1) / np.pi / 2\n", "cl_norm[:1] = 1" ] }, { "cell_type": "code", "execution_count": 35, "id": "fadffccf-e5e6-4d76-8da6-ae3e556424e1", "metadata": { "tags": [] }, "outputs": [], "source": [ "output_ell = np.arange(output_lmax + 1)[len(smallscales[0]) :]\n", "output_cl_norm = output_ell * (output_ell + 1) / np.pi / 2" ] }, { "cell_type": "code", "execution_count": 36, "id": "529a1c54-82d8-4b43-afb5-6f489f2fbae7", "metadata": {}, "outputs": [], "source": [ "for ii, pol in enumerate(spectra_components):\n", " if pol == \"TE\":\n", " scaling = model(output_ell, A_fit2[pol], gamma_fit2[\"TE\"])\n", " smallscales[ii] = np.concatenate([smallscales[ii], scaling])\n", " else:\n", " scaling = model(output_ell, A_fit2[pol], gamma_fit2[\"TT\"])\n", " smallscales[ii] = np.concatenate([smallscales[ii], scaling])" ] }, { "cell_type": "code", "execution_count": 37, "id": "e5987c56-f2f0-4a90-8b81-4eb91ac661f1", "metadata": {}, "outputs": [], "source": [ "output_ell = np.arange(output_lmax + 1)\n", "output_cl_norm = output_ell * (output_ell + 1) / np.pi / 2\n", "output_cl_norm[:1] = 1" ] }, { "cell_type": "code", "execution_count": 38, "id": "7786e476-2825-4a9f-b7aa-0e03a52a6ed4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(16385, 16385)" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(smallscales[0]), len(output_cl_norm)" ] }, { "cell_type": "code", "execution_count": 39, "id": "ee8f6a40-2ea2-4893-a7fb-7fe9de954570", "metadata": {}, "outputs": [], "source": [ "cl_ss = [\n", " smallscales[ii]\n", " * sigmoid(output_ell, ell_fit_high[pol], ell_fit_high[pol] / 10)\n", " / output_cl_norm\n", " for ii, pol in enumerate(spectra_components)\n", "]" ] }, { "cell_type": "code", "execution_count": 40, "id": "8bc564ce-0e8f-4710-8427-05cb47dc2596", "metadata": {}, "outputs": [], "source": [ "hp.write_cl(\n", " proddir / f\"gnilc_dust_small_scales_logpoltens_cl_lmax{output_lmax}.fits.gz\",\n", " cl_ss,\n", " dtype=np.complex128,\n", " overwrite=True,\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "0bbe061c-51e0-43f7-9bf2-4f67a1f398d4", "metadata": {}, "outputs": [], "source": [ "pysm3.utils.add_metadata(\n", " [\"gnilc_dust_small_scales_logpoltens_cl_lmax16384.fits\"], coord=\"G\", unit=\"uK_RJ**2\"\n", ")" ] }, { "cell_type": "code", "execution_count": 41, "id": "89ddc63a-a121-433e-9c47-53eb7cc652a3", "metadata": {}, "outputs": [], "source": [ "tsm = hp.read_map(datadir / \"dust_gnilc_modulation_nside512.fits\", 0)\n", "psm = hp.read_map(datadir / \"dust_gnilc_modulation_nside512.fits\", 1)" ] }, { "cell_type": "code", "execution_count": 42, "id": "a1000816-b984-4c95-a841-cfb4a0abf39d", "metadata": {}, "outputs": [], "source": [ "for name, each_modulate in [(\"temperature\", tsm), (\"polarization\", psm)]:\n", " alm = hp.map2alm(each_modulate, lmax=1.5 * 512, use_pixel_weights=True)\n", " hp.write_alm(\n", " proddir / f\"gnilc_dust_{name}_modulation_alms_lmax{int(1.5*512):d}.fits.gz\",\n", " alm,\n", " overwrite=True,\n", " out_dtype=np.float32,\n", " )" ] }, { "cell_type": "markdown", "id": "8f17e948-125e-40b2-86b9-2655fb58899c", "metadata": {}, "source": [ "## Small scale injection\n" ] }, { "cell_type": "code", "execution_count": 43, "id": "95f3d27b-948e-48e8-afea-883b9957fc34", "metadata": {}, "outputs": [], "source": [ "largescale_lmax = 1024" ] }, { "cell_type": "code", "execution_count": 44, "id": "ce9328ae-82a5-4293-93df-05890f217ce6", "metadata": {}, "outputs": [], "source": [ "alm_log_pol_tens_fullsky = hp.map2alm(\n", " log_pol_tens_varres, lmax=largescale_lmax, use_pixel_weights=True\n", ")\n", "\n", "ii_LS_alm = np.empty_like(alm_log_pol_tens_fullsky)\n", "for ii, pol in enumerate(spectra_components[:-1]):\n", "\n", " sig_func = sigmoid(ell, x0=ell_fit_high[pol], width=ell_fit_high[pol] / 10)\n", "\n", " ii_LS_alm[ii] = hp.almxfl(alm_log_pol_tens_fullsky[ii], (1.0 - sig_func) ** 0.2)" ] }, { "cell_type": "code", "execution_count": 45, "id": "2d985deb-5517-4c74-bdec-82a1633cc098", "metadata": {}, "outputs": [], "source": [ "hp.write_alm(\n", " proddir\n", " / f\"gnilc_dust_largescale_template_logpoltens_alm_nside{nside}_lmax{largescale_lmax:d}_complex64.fits.gz\",\n", " ii_LS_alm,\n", " lmax=largescale_lmax,\n", " out_dtype=np.complex64,\n", " overwrite=True,\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "8a0bee80-1b0e-4a8b-a19d-167990a9cc84", "metadata": {}, "outputs": [], "source": [ "pysm.utils.add_metadata(\n", " [\n", " proddir\n", " / f\"gnilc_dust_largescale_template_logpoltens_alm_nside{nside}_lmax{largescale_lmax:d}_complex64.fits.gz\",\n", " ],\n", " coord=\"G\",\n", " unit=\"uK_RJ\",\n", ")" ] }, { "cell_type": "markdown", "id": "c1498cd4-581f-4dd6-bedc-31070caa1623", "metadata": {}, "source": [ "### small scales included only outside the `GAL097` planck mask\n", "Employ observed data inside the Gal. Plane \n" ] }, { "cell_type": "code", "execution_count": 46, "id": "8c9ed60a-9c2d-45ce-a96f-159835527abf", "metadata": {}, "outputs": [], "source": [ "galplane_mask = hp.read_map(planck_mask_filename, [\"GAL097\"])" ] }, { "cell_type": "code", "execution_count": 47, "id": "d52cbdcc-4451-4c78-8cff-6bea12c8f086", "metadata": {}, "outputs": [], "source": [ "m_planck_varres[:, galplane_mask == 1] = 0" ] }, { "cell_type": "code", "execution_count": 48, "id": "a9b18f2a-8554-44ad-9a8b-c31173d2d9e9", "metadata": {}, "outputs": [], "source": [ "hp.write_map(\n", " proddir / \"gnilc_dust_galplane.fits.gz\",\n", " list(m_planck_varres.value) + [galplane_mask],\n", " fits_IDL=False,\n", " overwrite=True,\n", " coord=\"G\",\n", " column_names=[\"TEMPERATURE\", \"Q_POLARISATION\", \"U_POLARISATION\", \"GALMASK\"],\n", " column_units=[\"uK_RJ\", \"uK_RJ\", \"uK_RJ\", \"\"],\n", " dtype=np.float32,\n", ")" ] } ], "metadata": { "kernelspec": { "display_name": "condanamaster2", "language": "python", "name": "condanamaster2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.0" } }, "nbformat": 4, "nbformat_minor": 5 }