diff --git a/doc/nb/tutorial-fastspec-and-observed-spectra.ipynb b/doc/nb/tutorial-fastspec-and-observed-spectra.ipynb new file mode 100644 index 00000000..affe1af2 --- /dev/null +++ b/doc/nb/tutorial-fastspec-and-observed-spectra.ipynb @@ -0,0 +1,255 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "f3b0caa7", + "metadata": {}, + "source": [ + "# Fastspec and Observed Spectra\n", + "\n", + "## Author: Ashod Khederlarian, University of Pittsburgh\n", + "\n", + "This notebook illustrates how to use data from the fastspec fits files to obtain the fitted fastspec spectrum and compare it with the observed healpix spectrum.\n", + "\n", + "## Environment\n", + "\n", + "This notebook will work with the default DESI environment on NERSC. You can also create your own environment and install all the packages manually. Everything is pip installable except for desiutil, which you can install using desiInstall (on NERSC), https://desiutil.readthedocs.io/en/latest/desiInstall.html.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "dfe1ca6d-d704-45b9-956f-768702272df1", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "from astropy.io import fits\n", + "from astropy.table import Table, join\n", + "import numpy as np\n", + "import pylab as plt\n", + "import healpy\n", + "from scipy.signal import medfilt\n", + "from desiutil.dust import SFDMap\n", + "from desiutil.dust import dust_transmission\n", + "import os\n", + "\n", + "plt.rcParams['figure.figsize'] = [25, 10]" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "83ed5faa-7a4a-4085-8a38-ab05be97d326", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# reading fastspec catalog for fuji BGS bright\n", + "\n", + "sv = '1'\n", + "fastspec_path = \"/global/cfs/cdirs/desi/spectro/fastspecfit/fuji/v2.0/catalogs/fastspec-fuji-sv\"+sv+\"-bright.fits\"\n", + "data = Table.read(fastspec_path, hdu=1)\n", + "metadata = Table.read(fastspec_path, hdu=2)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "a88938a9-f2a9-44b1-aec0-2748f0e77698", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "#data.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "7bc2b4ee-0afc-4bfd-a6e8-dd57fa860f8a", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "#metadata.columns" + ] + }, + { + "cell_type": "markdown", + "id": "64ccffee", + "metadata": {}, + "source": [ + "A DESI target at a given RA and DEC can have many spectra observed on different runs. These spectra are co-added into a single spectrum and are stored in the HEALPIX catalogs. See documentation at https://data.desi.lbl.gov/doc/.\n", + "\n", + "Fastspecfit is applied on the co-added spectra, so to fetch the spectrum of an object in the fastspec catalog we need its RA and DEC." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "ac6979f1-73ea-4eaf-a8b0-c92145ea9c95", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# based on a target_id retrieve redshift, RA, and DEC\n", + "target_id = data['TARGETID'][1000] # this is a random object from the sample.\n", + "\n", + "i = np.where(target_id == data['TARGETID'])[0][0]\n", + "z = data['Z'][i] #redshift\n", + "\n", + "assert metadata['TARGETID'][i] == target_id\n", + "ra = metadata['RA'][i]\n", + "dec = metadata['DEC'][i]\n" + ] + }, + { + "cell_type": "markdown", + "id": "e87c876f", + "metadata": {}, + "source": [ + "HEALPix is a software that subdivides a spherical surface (the sky) into pixels, see https://healpix.sourceforge.io/.\n", + "\n", + "Given an RA and DEC, the healpix group of an object can be obtained using healpy. The observed spectra are cataloged according to this grouping. Fastspecfit spectra follow the same convention." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "1aa471b1-b463-48f0-a5e7-34a6fe5815f7", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "## Using RA and DEC attain healpix group and fetch fastspec fitted spectra\n", + "\n", + "healpix = str(healpy.ang2pix(64, ra, dec, lonlat=True, nest=True))\n", + "hp_group = healpix[:-2]\n", + "hp_path = '/global/cfs/cdirs/desi/spectro/fastspecfit/fuji/v2.0/healpix/sv' +sv+ '/bright/' + hp_group + '/' + str(healpix)\n", + "hp_path = hp_path + '/fastspec-sv' + sv + '-bright-' + healpix + '.fits.gz'\n", + "\n", + "hp_spectra = fits.open(hp_path)\n", + "hp_ind = np.where(hp_spectra[2].data['TARGETID'] == target_id)[0][0]\n", + "\n", + "continuum = hp_spectra[3].data[hp_ind,0,:]\n", + "smooth_continuum = hp_spectra[3].data[hp_ind,1,:]\n", + "emission = hp_spectra[3].data[hp_ind,2,:]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "7b093915-1f46-4e2c-8c02-dedaae7f5f08", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "## Obtain Co-added observed spectrum of target again using healpix\n", + "\n", + "coadd_path = '/global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv'+sv+'/bright/'+hp_group+'/'+healpix+\\\n", + " '/coadd-sv'+sv+'-bright-'+healpix+'.fits'\n", + "coadd_file = fits.open(coadd_path)\n", + "hp_ind = np.where(coadd_file[1].data['TARGETID'] == target_id)\n", + "\n", + "# dust correction map to correct for MW dust extinction on the observed spectrum\n", + "mapdir = os.path.join('/global/cfs/cdirs/cosmo/data/dust/v0_1', 'maps')\n", + "SFDMap = SFDMap(scaling=1.0, mapdir=mapdir)\n", + "ebv = SFDMap.ebv(ra, dec)\n", + "\n", + "cameras = ['B', 'R', 'Z']\n", + "obs_wavelength = []\n", + "obs_flux = []\n", + "obs_flux_ivar = []\n", + "for i in range(len(cameras)):\n", + " obs_wavelength.append(coadd_file[cameras[i]+'_WAVELENGTH'].data.reshape(-1))\n", + " mw_transmission = dust_transmission(obs_wavelength[i], ebv)\n", + " obs_flux.append(coadd_file[cameras[i]+'_FLUX'].data[hp_ind,:].reshape(-1)/mw_transmission)\n", + " obs_flux_ivar.append(coadd_file[cameras[i]+'_IVAR'].data[hp_ind,:].reshape(-1)*mw_transmission**2)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "390abb48-14d9-416c-ac24-c8dca41412de", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.0, 10.0)" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#plotting the spectra\n", + "\n", + "wavelength = np.arange(3600, 9824+.8, .8) #DESI observed wavelength grid\n", + "fig, ax = plt.subplots()\n", + "\n", + "camera_colors = ['b', 'r', 'm']\n", + "for i in range(len(cameras)):\n", + " ax.plot(obs_wavelength[i], medfilt(obs_flux[i], kernel_size=11), color=camera_colors[i], alpha=.7)\n", + " \n", + "ax.plot(wavelength, continuum+emission+smooth_continuum, color='k')\n", + "\n", + "ax.set_ylim([0,10])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8c3a96e1-b762-4cca-89b9-c48b81a54356", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "myenv", + "language": "python", + "name": "myenv" + }, + "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" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}