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none +demo_CalculateLSSTColours +- **Demonstrates:** How to generate LSST bandpass colours from an existing reflectance spectrum +- **Files:** 2002PN34_highres.spec + demo_CircleFootprint - **Demonstrates:** PPCircleFootprint - **Files:** footprintFilterValidationObservations.csv, oneline_v2.0.db diff --git a/docs/notebooks/demo_CalculateLSSTColours.ipynb b/docs/notebooks/demo_CalculateLSSTColours.ipynb new file mode 100644 index 00000000..ee805347 --- /dev/null +++ b/docs/notebooks/demo_CalculateLSSTColours.ipynb @@ -0,0 +1,493 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# LSST Colour Determination\n", + "\n", + "Real Solar System objects have colours. The LSST will observe across a full _ugrizy_ wavelength range. You therefore probably want to include some colours in your model populations. The purpose of this notebook is to walk you through the steps of how you can take an existing optical reflectance spectra of your desired class of object and convert it into colours in the LSST bandpass system. This notebook relies on the user having installed rubin_sim to work. Instructions on this can be found at: https://rubin-sim.lsst.io/installation.html" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "import rubin_sim.phot_utils as phot_utils\n", + "from rubin_sim.data import get_data_dir\n", + "from scipy.interpolate import UnivariateSpline\n", + "from scipy.optimize import curve_fit\n", + "\n", + "import seaborn as sns\n", + "sns.set_context('talk')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# define a straight line function for later fitting\n", + "def lin(x, m, c): \n", + " return m*x + c" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We use the LSST filter throughputs that are included within the rubin_sim data download." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# read in the LSST filter throughputs from rubin_sim\n", + "lsst = {}\n", + "lsst_filterlist = 'ugrizy'\n", + "for f in lsst_filterlist:\n", + " lsst[f] = phot_utils.Bandpass()\n", + " lsst[f].read_throughput(os.path.join(get_data_dir(), 'throughputs', 'baseline', f'total_{f}.dat'))\n", + "\n", + "wavelen_min = lsst['g'].wavelen.min()\n", + "wavelen_max = lsst['g'].wavelen.max()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First, let's read in the original spectrum data and plot the optical section within the LSST wavelength range (300-1150nm). \\\n", + "(The data used in this notebook of 2002 PN34 is originally from DeMeo et al., 2010 https://doi.org/10.1051/0004-6361/201014042)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tno = pd.read_table('./2002PN34_highres.spec', sep='\\s+', names=['wavelen','reflectance'])\n", + "tno.wavelen = tno.wavelen * 1000\n", + "tno = tno[tno.wavelen < 1300] # <- cut off the spectrum that expands into NIR\n", + "ogtno = tno \n", + "\n", + "fig = plt.figure(figsize=(15,9))\n", + "plt.plot(tno.wavelen, tno.reflectance, marker='.', color='k', zorder=10)\n", + "plt.xlabel('Wavelength [nm]')\n", + "plt.ylabel('Reflectance')\n", + "plt.title(r'Original 2002 PN34 Spectrum (DeMeo et al. 2010)')\n", + "plt.grid(True, alpha=0.4, linestyle='dashed')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This original optical data only exists in the wavelength range of ~400-850nm. We want to estimate what all of the _ugrizy_ colours will be within LSST however, so let's extrapolate the data to the full LSST wavelength range. We can do this by estimating the slopes at both red and blue ends and extrapolating straight lines from there to the LSST wavelength limits (here we assume no change in slopes in this unkown region). Be warned that due to this extrapolation, any magnitudes and colours calculated later must be treated with caution, and not taken as conclusive measurements." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "# normalise to 550nm by fitting a spline to the data and finding the value of reflectance at 550nm\n", + "norm_window = np.where((tno.wavelen > 450) & (tno.wavelen < 650))\n", + "spl = UnivariateSpline(tno.wavelen.loc[norm_window], tno.reflectance.loc[norm_window])\n", + "spl.set_smoothing_factor(0.01)\n", + "\n", + "xs = np.linspace(450, 650, 201)\n", + "idx = np.where((xs > 549.999) & (xs < 550.001))\n", + "norm_flux = spl(xs)[idx]\n", + "\n", + "tno.reflectance = tno.reflectance / norm_flux\n", + "\n", + "\n", + "# extrapolate blue end\n", + "bluest = tno.wavelen.min()\n", + "condition = ((tno.wavelen > bluest) & (tno.wavelen < bluest+100)) # <- define the range of the blue end of spectrum that we will derive a slope from\n", + "\n", + "popt, pcov = curve_fit(lin, tno.wavelen[condition], tno.reflectance[condition])\n", + "wavelen_extend_b = np.arange(wavelen_min, bluest+1.0, 1) # <- +1.0 just to ensure we cover into the existing blue end of spectrum\n", + "reflect_extend_b = lin(wavelen_extend_b, popt[0], popt[1])\n", + "\n", + "\n", + "# extrapolate red end\n", + "reddest = tno.wavelen.max()\n", + "condition = (tno.wavelen > 700) # <- define the range of the red end of spectrum that we will derive a slope from\n", + " \n", + "popt, pcov = curve_fit(lin, tno.wavelen[condition], tno.reflectance[condition])\n", + "wavelen_extend_r = np.arange(750, wavelen_max+1.0, 1) # <- +1.0 just to ensure we cover into the existing red end of spectrum\n", + "reflect_extend_r = lin(wavelen_extend_r, popt[0], popt[1])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Also, as this is an optical TNO spectrum, we don't need to be too concerned with the individual features. Instead, we care more about the spectral gradient here, so let's also smooth out the data to remove any noisier data points, and bundle all of these new spectrum points into one." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# smooth out og spectrum\n", + "condition = (tno.wavelen > bluest) & (tno.wavelen < 750)\n", + "popt, pcov = curve_fit(lin, tno.wavelen[condition], tno.reflectance[condition])\n", + "smooth_ogwavelen = np.arange(bluest, 750, 1)\n", + "smooth_ogreflec = lin(smooth_ogwavelen, popt[0], popt[1])\n", + "\n", + "\n", + "# concatenate the extrapolated blue, red, and smoothed og spectra into one continuous spectrum for SED conversion\n", + "wavelen_final = np.concatenate([wavelen_extend_b, smooth_ogwavelen, wavelen_extend_r])\n", + "reflect_final = np.concatenate([reflect_extend_b, smooth_ogreflec, reflect_extend_r])\n", + "df = pd.DataFrame({'wavelen':wavelen_final, 'reflect':reflect_final}).sort_values(by=['wavelen']) # <- temporarily convert to dataframe so that we can resort the data properly by wavelength range so it is continuous\n", + "wavelen_final = df['wavelen'].values\n", + "reflect_final = df['reflect'].values" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's look at what we have done to the spectrum so far then:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axs = plt.subplots(2, 1, figsize=(20,15), sharex=True, gridspec_kw={'height_ratios':[2,0.5]})\n", + "fig.subplots_adjust(hspace=0)\n", + "\n", + "axs[0].plot(ogtno.wavelen, ogtno.reflectance, marker='.', color='k', zorder=1, label=r'Original 2002 PN34 Spectrum (DeMeo et al. 2010)')\n", + "axs[0].plot(wavelen_final, reflect_final, lw=5, color='red', zorder=10, alpha=1.0, label=r'Smoothed Extrapolated 2002 PN34 Spectrum')\n", + "\n", + "axs[0].grid(True, alpha=0.2, linestyle='dashed')\n", + "axs[0].set_ylabel('Normalized Reflectance')\n", + "axs[0].set_title('New smoothed spectrum of 2002 PN34')\n", + "axs[0].legend(loc='upper left')\n", + "\n", + "filtcols = ['#0c71ff', '#49be61', '#c61c00', '#ffc200', '#f341a2', '#5d0000'] # <- https://rtn-045.lsst.io/#colorblind-friendly-plots\n", + "for n, f in enumerate(lsst_filterlist):\n", + " axs[1].plot(lsst[f].wavelen, lsst[f].sb, label=f, color=filtcols[n])\n", + " axs[1].fill_between(lsst[f].wavelen, lsst[f].sb, alpha=0.2, color=filtcols[n])\n", + "\n", + "axs[1].grid(True, alpha=0.2, linestyle='dashed')\n", + "axs[1].set_xlabel('$\\lambda$ [nm]')\n", + "axs[1].set_ylabel('Transmission')\n", + "axs[1].set_ylim(0,0.7)\n", + "axs[1].set_xlim(wavelen_min, wavelen_max)\n", + "axs[1].legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We now have a good approximation for the slope of the spectrum across the entire _ugrizy_ range, and now we now want to convert this into a spectral energy distribution (SED) so that we can calculate our colours. Firstly, let's read in a Kurucz Solar spectrum from rubin_sim and multiply this back in to our reflectance spectrum. " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# set up SED object with smoothed wavelength and reflectance values\n", + "obj_sed = phot_utils.Sed()\n", + "obj_sed.set_sed(wavelen=wavelen_final, flambda=reflect_final)\n", + "og_obj_sed = obj_sed\n", + "\n", + "# read in solar spectrum and match wavelength with object SED (for multiplying out sun)\n", + "sun = phot_utils.Sed()\n", + "sun.read_sed_flambda(os.path.join(get_data_dir(), 'movingObjects', 'kurucz_sun.gz'))\n", + "sun.resample_sed(wavelen_match=obj_sed.wavelen)\n", + "\n", + "# turn reflectance spectra into SED\n", + "obj_sed = obj_sed.multiply_sed(sun, wavelen_step=0.1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's see what this SED looks like then:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axs = plt.subplots(2, 1, figsize=(20,15), sharex=True, gridspec_kw={'height_ratios':[2,0.5]})\n", + "fig.subplots_adjust(hspace=0)\n", + "\n", + "axs[0].plot(obj_sed.wavelen, obj_sed.flambda, lw=3, color='k', zorder=1, label=r'\\huge Original 2002 PN34 Spectrum (DeMeo et al. 2010)')\n", + "\n", + "axs[0].grid(True, alpha=0.2, linestyle='dashed')\n", + "axs[0].set_ylabel('$F_\\lambda$ [ergs/cm$^2$/s/nm]')\n", + "axs[0].set_title('SED of 2002 PN34')\n", + "\n", + "filtcols = ['#0c71ff', '#49be61', '#c61c00', '#ffc200', '#f341a2', '#5d0000'] # <- https://rtn-045.lsst.io/#colorblind-friendly-plots\n", + "for n, f in enumerate(lsst_filterlist):\n", + " axs[1].plot(lsst[f].wavelen, lsst[f].sb, label=f, color=filtcols[n])\n", + " axs[1].fill_between(lsst[f].wavelen, lsst[f].sb, alpha=0.2, color=filtcols[n])\n", + "\n", + "axs[1].grid(True, alpha=0.2, linestyle='dashed')\n", + "axs[1].set_xlabel('$\\lambda$ [nm]')\n", + "axs[1].set_ylabel('Transmission')\n", + "axs[1].set_ylim(0,0.7)\n", + "axs[1].set_xlim(wavelen_min, wavelen_max)\n", + "axs[1].legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The flux $F_b$ (in Janskys) under the bandpass $b$ can then be calculated as an integration of the SED flux density $F_\\nu$ with response function $\\phi_b$ as follows (see S2.6 of the LSST Science Book for more details https://arxiv.org/pdf/0912.0201):\n", + "\n", + "$$\n", + " F_b = \\int_0^\\infty F_\\nu(\\lambda) \\phi_b(\\lambda) d\\lambda\n", + "$$\n", + "\n", + "The exact actual implementation of this is done under the hood by rubin_sim, but essentially it is a simple np.trapz integration per filter. This is then converted into a magnitude using the standard conversion equation, and subsequently a colour is found." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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LSST (u-r)1.983211
LSST (g-r)0.642892
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LSST (i-r)-0.267818
LSST (z-r)-0.342495
LSST (y-r)-0.400735
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" + ], + "text/plain": [ + " 0\n", + "LSST (u-r) 1.983211\n", + "LSST (g-r) 0.642892\n", + "LSST (r-r) 0.000000\n", + "LSST (i-r) -0.267818\n", + "LSST (z-r) -0.342495\n", + "LSST (y-r) -0.400735" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# calculate magnitudes (in case user wants their own colours)\n", + "mags = {}\n", + "for f in lsst_filterlist:\n", + " mags[f'LSST {f}'] = obj_sed.calc_mag(lsst[f])\n", + "mags = pd.DataFrame(mags, index=[0])\n", + "\n", + "# calculate colours now (relative to LSST r)\n", + "colours = {}\n", + "\n", + "refband = lsst['r']\n", + "refmag = obj_sed.calc_mag(refband)\n", + "for f in 'ugrizy':\n", + " colours[f'LSST ({f}-r)'] = obj_sed.calc_mag(lsst[f]) - refmag\n", + "colours = pd.DataFrame(colours, index=[0])\n", + "\n", + "colours.T" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You may be interested in how accurate this method is for other filter systems for reference. The rubin_sim magnitude calculation method works for any other given filter response curves you may have. In the original De Meo et al., (2010) paper, they were able to measure $V$ ~ 20.7 and $R$ ~ 20.3 magnitudes, so let's see how the Johnson V-R colours we can calculate match up." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "we find (V-R) = 0.44\n", + "from DeMeo et al. 2010, Table 3, (V-R) ~ 0.43\n" + ] + } + ], + "source": [ + "# read in the Johnson filter throughputs from rubin_sim\n", + "johnson = {}\n", + "johnson_filterlist = 'UBVR'\n", + "for f in johnson_filterlist:\n", + " johnson[f] = phot_utils.Bandpass()\n", + " johnson[f].read_throughput(os.path.join(get_data_dir(), 'throughputs', 'johnson', f'johnson_{f}.dat'))\n", + " johnson[f].resample_bandpass(wavelen_min=300, wavelen_max=1000)\n", + "\n", + "# calculate colours in Johnson system for our object SED\n", + "refband = johnson['R']\n", + "\n", + "refmag = obj_sed.calc_mag(refband)\n", + "\n", + "for f in 'UBVR':\n", + " colours[f'Johnson ({f}-R)'] = obj_sed.calc_mag(johnson[f]) - refmag\n", + "\n", + "colours = pd.DataFrame(colours, index=[0])\n", + "print(f\"we find (V-R) = {colours['Johnson (V-R)'].values[0]:.2f}\")\n", + "print('from DeMeo et al. 2010, Table 3, (V-R) ~ 0.43')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "rubin_sim", + "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": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/requirements.txt b/docs/requirements.txt index c5f4587c..c1468b21 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -19,3 +19,5 @@ jupytext jupyter sorcha-addons importlib_resources +rubin_sim +seaborn