{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Galaxy distribution\n", "\n", "This example simulates a matter-only light cone up to redshift 1 and samples galaxies from a uniform distribution in redshift.\n", "The results are shown in a pseudo-3D plot." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup\n", "\n", "Set up a galaxy-positions-only GLASS simulation. The setup for angular matter power spectra matches the definition from the [Matter shell definition](shells.ipynb) example." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from matplotlib.colors import LogNorm\n", "\n", "# use the CAMB cosmology that generated the matter power spectra\n", "import camb\n", "from cosmology import Cosmology\n", "\n", "# almost all GLASS functionality is available from the `glass` namespace\n", "import glass\n", "import glass.ext.camb\n", "\n", "# creating a numpy random number generator for sampling\n", "rng = np.random.default_rng(seed=42)\n", "\n", "# cosmology for the simulation\n", "h = 0.7\n", "Oc = 0.25\n", "Ob = 0.05\n", "\n", "# basic parameters of the simulation\n", "nside = lmax = 128\n", "\n", "# set up CAMB parameters for matter angular power spectrum\n", "pars = camb.set_params(\n", " H0=100 * h,\n", " omch2=Oc * h**2,\n", " ombh2=Ob * h**2,\n", " NonLinear=camb.model.NonLinear_both,\n", ")\n", "\n", "# get the cosmology from CAMB\n", "cosmo = Cosmology.from_camb(pars)\n", "\n", "# shells of 200 Mpc in comoving distance spacing\n", "zb = glass.distance_grid(cosmo, 0.0, 1.0, dx=200.0)\n", "\n", "# linear radial window functions\n", "ws = glass.linear_windows(zb)\n", "\n", "# compute the angular matter power spectra of the shells with CAMB\n", "cls = glass.ext.camb.matter_cls(pars, lmax, ws)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Matter" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# apply discretisation to the full set of spectra:\n", "# - HEALPix pixel window function (`nside=nside`)\n", "# - maximum angular mode number (`lmax=lmax`)\n", "# - number of correlated shells (`ncorr=3`)\n", "cls = glass.discretized_cls(cls, nside=nside, lmax=lmax, ncorr=3)\n", "\n", "# compute Gaussian spectra for lognormal fields from discretised spectra\n", "gls = glass.lognormal_gls(cls)\n", "\n", "# generator for lognormal matter fields\n", "matter = glass.generate_lognormal(gls, nside, ncorr=3, rng=rng)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Galaxies" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# constant galaxy density distribution\n", "z = np.linspace(0.0, 1.0, 100)\n", "dndz = np.full_like(z, 0.01)\n", "\n", "# distribute the dN/dz over the linear window functions\n", "ngal = glass.partition(z, dndz, ws)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simulation\n", "\n", "The goal of this example is to make a 3D cube of the sampled galaxy numbers.\n", "A redshift cube is initialised with zero counts, and the simulation is run.\n", "For every shell in the light cone, the galaxies are counted in the cube." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# make a cube for galaxy number in redshift\n", "zcub = np.linspace(-zb[-1], zb[-1], 21)\n", "cube = np.zeros((zcub.size - 1,) * 3)\n", "\n", "# simulate and add galaxies in each matter shell to cube\n", "for i, delta_i in enumerate(matter):\n", " # simulate positions from matter density\n", " for gal_lon, gal_lat, gal_count in glass.positions_from_delta(\n", " ngal[i],\n", " delta_i,\n", " rng=rng,\n", " ):\n", " # sample redshifts uniformly in shell\n", " gal_z = glass.redshifts(gal_count, ws[i], rng=rng)\n", "\n", " # add counts to cube\n", " z1 = gal_z * np.cos(np.deg2rad(gal_lon)) * np.cos(np.deg2rad(gal_lat))\n", " z2 = gal_z * np.sin(np.deg2rad(gal_lon)) * np.cos(np.deg2rad(gal_lat))\n", " z3 = gal_z * np.sin(np.deg2rad(gal_lat))\n", " indices, count = np.unique(\n", " np.searchsorted(zcub[1:], [z1, z2, z3]),\n", " axis=1,\n", " return_counts=True,\n", " )\n", " cube[*indices] += count" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualisation\n", "\n", "Lastly, make a pseudo-3D plot by stacking a number of density slices on top of each other." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# positions of grid cells of the cube\n", "z = (zcub[:-1] + zcub[1:]) / 2\n", "z1, z2, z3 = np.meshgrid(z, z, z)\n", "\n", "# plot the galaxy distribution in pseudo-3D\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111, projection=\"3d\", proj_type=\"ortho\")\n", "norm = LogNorm(vmin=np.min(cube[cube > 0]), vmax=np.max(cube), clip=True)\n", "for i in range(len(zcub) - 1):\n", " v = norm(cube[..., i])\n", " c = plt.cm.inferno(v)\n", " c[..., -1] = 0.2 * v\n", " ax.plot_surface(\n", " z1[..., i],\n", " z2[..., i],\n", " z3[..., i],\n", " rstride=1,\n", " cstride=1,\n", " facecolors=c,\n", " linewidth=0,\n", " shade=False,\n", " antialiased=False,\n", " )\n", "fig.tight_layout()\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "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": "3.12.7" } }, "nbformat": 4, "nbformat_minor": 0 }