{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Investigating Gas and Stellar Kinematics using Marvin" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We're going to study a galaxy (8711-6102) with an inner gas disk that is rotating faster than the stellar disk." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import copy\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "plt.style.use('seaborn-v0_8-darkgrid')\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Get the Halpha velocity and stellar velocity maps" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# For Marvin team\n", "from marvin import config\n", "config.forceDbOff()\n", "\n", "from marvin.tools.maps import Maps\n", "maps = Maps(plateifu='8711-6102')\n", "havel = maps['emline_gvel_ha_6564']\n", "stvel = maps['stellar_vel']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Create a map of the difference between the Halpha and stellar velocities" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Hint: copy one of the maps and modify the `value`, `mask`, and `property_name` attributes. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[1;33m[WARNING]: \u001b[0m\u001b[0;39mdivide by zero encountered in true_divide\u001b[0m \u001b[0;36m(RuntimeWarning)\u001b[0m\n", "\u001b[1;33m[WARNING]: \u001b[0m\u001b[0;39mdivide by zero encountered in true_divide\u001b[0m \u001b[0;36m(RuntimeWarning)\u001b[0m\n" ] } ], "source": [ "diff = havel - stvel\n", "diff.ivar = 1. / ((1. / havel.ivar) + (1. / stvel.ivar))\n", "diff.mask = havel.mask | stvel.mask\n", "diff.property_name = 'Ha vel - stellar vel'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Plot the difference map using the Marvin Maps `plot` function" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "\u001b[1;33m[WARNING]: \u001b[0m\u001b[0;39mWarning: converting a masked element to nan.\u001b[0m \u001b[0;36m(UserWarning)\u001b[0m\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "diff.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Bonus: plot Halpha velocity, stellar velocity, and difference maps" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[1;33m[WARNING]: \u001b[0m\u001b[0;39mWarning: converting a masked element to nan.\u001b[0m \u001b[0;36m(UserWarning)\u001b[0m\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import marvin.utils.plot.map as mapplot\n", "fig, axes = plt.subplots(1, 3, figsize=(15, 4))\n", "for ax, map_ in zip(axes, [havel, stvel, diff]):\n", " mapplot.plot(dapmap=map_, fig=fig, ax=ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Stack spectra in inner gas disk" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "def stack_spectra(ind):\n", " # get a list of spaxels by passing a list of x-indices and a list of y-indices\n", " spaxels = maps.getSpaxel(x=ind[0], y=ind[1], xyorig='lower', cube=True)\n", "\n", " # copy the first spaxel so that the stack is a Marvin Spaxel object\n", " stack = spaxels[0]\n", " \n", " # overwrite the flux with the mean flux of the spectra in the stack (but keep the other meta-data)\n", " stack.mean_flux = np.mean([sp.flux for sp in spaxels], axis=0)\n", "\n", " return stack" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "# Stack spectra with (Halpha vel - stellar vel) between -70 and -40\n", "ind_neg = np.where((diff.value > -70) & (diff.value < -40))\n", "stack_neg = stack_spectra(ind_neg)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "# Stack spectra with (Halpha vel - stellar vel) between 40 and 70\n", "ind_pos = np.where((diff.value > 40) & (diff.value < 70))\n", "stack_pos = stack_spectra(ind_pos)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Plot stacked spectra from red and blue sides using Marvin Spectrum `plot` functionality" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "Hint: divide the Halpha spectrum flux by 2 to get similar normalizations" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "# adjust continuum normalization for ease of by-eye comparison\n", "stack_pos_adjusted = stack_pos\n", "#stack_pos_adjusted.mean_flux /= 2" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[1;33m[WARNING]: \u001b[0m\u001b[0;39mThe truth value of a Quantity is ambiguous. In the future this will raise a ValueError.\u001b[0m \u001b[0;36m(AstropyDeprecationWarning)\u001b[0m\n" ] }, { "data": { "text/plain": [ "[]" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(15, 4))\n", "ax, fig = stack_neg.flux.plot(figure=fig, return_figure=True)\n", "ax.plot(stack_pos.flux.wavelength, stack_pos_adjusted.mean_flux)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[1;33m[WARNING]: \u001b[0m\u001b[0;39mThe truth value of a Quantity is ambiguous. In the future this will raise a ValueError.\u001b[0m \u001b[0;36m(AstropyDeprecationWarning)\u001b[0m\n" ] }, { "data": { "text/plain": [ "(0.0, 0.3)" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# zoom in on calcium H and K lines\n", "fig = plt.figure(figsize=(15, 4))\n", "ax, fig = stack_neg.flux.plot(figure=fig, return_figure=True)\n", "ax.plot(stack_pos.flux.wavelength, stack_pos_adjusted.mean_flux)\n", "ax.set_xlim([4050, 4400])\n", "ax.set_ylim([0., 0.3])" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[1;33m[WARNING]: \u001b[0m\u001b[0;39mThe truth value of a Quantity is ambiguous. In the future this will raise a ValueError.\u001b[0m \u001b[0;36m(AstropyDeprecationWarning)\u001b[0m\n" ] }, { "data": { "text/plain": [ "(0.0, 0.7)" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# zoom in on Halpha line\n", "fig = plt.figure(figsize=(15, 4))\n", "#ax, fig = stack_pos_adjusted.spectrum.plot(figure=fig, return_figure=True)\n", "ax, fig = stack_neg.flux.plot(figure=fig, return_figure=True)\n", "ax.plot(stack_pos.flux.wavelength, stack_pos_adjusted.mean_flux)\n", "ax.set_xlim([6850, 7200])\n", "ax.set_ylim([0.0, 0.7])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 }