{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "HR diagrams\n", "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Download all the Jupyter notebooks from: https://github.com/HeloiseS/hoki/tree/master/tutorials\n", "\n", "# Initial imports" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from hoki import load\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "%matplotlib inline\n", "plt.style.use('tuto.mplstyle')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### In this tutorial you will:\n", "\n", "- Learn about the HR-diagram data structure of BPASS\n", "- Learn how to load them in using hoki\n", "- Use the tools in `hoki` to explore your HR diagram data and make science plots\n", "- Learn to customise the `hoki` plots\n", "\n", "\n", "# Loading in the data\n", "\n", "### About the tools you're about to use. \n", "HR diagram data can be loaded using the `hoki.load.model_output()` function. This function will automatically know that you are trying to load an HR diagram from the name of the text file.\n", "\n", "**Important**:\n", "You should note that when loading an HR diagram you need to specify what type of HR diagram you want to load form the file. The HR diagram files are large and quite complex - see left hand side of the diagam below - so we'll be loading in one type of HR diagram at a time. \n", "\n", "You can choose from 3 options:\n", "- `'TL'`: For a temperature/Luminosity HR diagram\n", "- `'Tg'`: For a temperature/surface gravity HR diagram\n", "- `'TTG'`: For a temperature/(temperature**4/surface gravity) HR diagram\n", "\n", "These options are there for 2 reasons: \n", "* 1.They tell the object which segment of the text file to load in \n", "* 2.They tell the plotting function what grid to create in order to plot the contours (also picks the right axis labels)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![mynewimage](HRD_data.png)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Loading the HR diagrams" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Loading the HR diagrams for signle stars and binary star populations \n", "sin_hr_diagram = load.model_output('./data/hrs-sin-imf135_300.z020.dat', hr_type = 'TL')\n", "bin_hr_diagram = load.model_output('./data/hrs-bin-imf135_300.z020.dat', hr_type = 'TL')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Loading some observational data\n", "\n", "We're going to want to plot some observational data to compare to our models. A nice way to do that is to use `pandas`." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Loading the observational data of Upper Scorpio\n", "usco = pd.read_csv('./data/USco.dat', sep='\\t', engine='python', names=['Temperature', 'Luminosity'])" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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TemperatureLuminosity
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" ], "text/plain": [ " Temperature Luminosity\n", "0 3.756 0.38\n", "1 3.742 0.34\n", "2 3.742 0.36\n", "3 3.750 0.08\n", "4 3.728 0.27" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "usco.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Plotting HR diagrams\n", "\n", "Now that we have loaded in our data, it's time to create some visualisation. The advantage of using the `HRDiagrams` object is that it comes with an **easy-to-use plotting method** that is highly **versatile** and designed to create **publication-ready figures**. \n", "\n", "Let's run through a couple of ways you can use this tool and make it your own. \n", "\n", "### Making a single plot\n", "First we are going to make just one HR diagram plot. The plotting method returns the plote object, which **allows you to customize you plot**. \n", "\n", "For example you can **add observational data**, some **text**, a **title**, a **legend** and redefine the axis **limits** to create a more effective visualisation. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Single stars')" ] }, "execution_count": 5, "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": [ "# Just maing sure teh figure size is sensible\n", "plt.figure(figsize=(8,6))\n", "\n", "# Plotting the hr_diagram (all hydrogen abundances added up) at the 10 million year time bin\n", "my_plot = sin_hr_diagram.plot(log_age=7.0)\n", "\n", "# Addind the observational data of Upper Scorpio\n", "my_plot.scatter(usco.Temperature, usco.Luminosity, label='Usco', s=50)\n", "\n", "# Customizing the visualisation\n", "my_plot.set_xlim([5.4, 3.4])\n", "my_plot.set_ylim([2.8, 6.2]) # better limits\n", "my_plot.text(5.25, 5.5, \"Z = 0.02 \\nlog(Age/yrs)=7.0\", fontsize = 14) # Informative text\n", "my_plot.legend() # a legend\n", "my_plot.set_title('Single stars') # A title" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Multiple plots\n", "\n", "There might be times you want to put multiple plots on the same figure. The good news is the `HRDiagrams.plot()` allows you to do that intuitively! There are actually more than one way to do it, depending on how you like making your subplots in Python, either with `add_subplot()` or `subplots()`.\n", "\n", "Here is the same HR diagram as presented above, but with the Single star population on the left and the Binary star population on the right. \n", "\n", "**a) Using `subplots()` syntax**" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,2, figsize=(15,5))\n", "sin_hr_diagram.plot(log_age=7.0, loc=ax[0])\n", "ax[0].scatter(usco.Temperature, usco.Luminosity, label='Usco')\n", "ax[0].set_xlim([5.4, 3.4])\n", "ax[0].set_ylim([2.8, 6.2])\n", "ax[0].set_title('Single stars')\n", "ax[0].text(5.25, 5.5, \"Z = 0.02 \\nlog(Age/yrs)=7.0\", fontsize = 18)\n", "ax[0].legend()\n", "\n", "\n", "bin_hr_diagram.plot(log_age=7.0, loc=ax[1])\n", "ax[1].scatter(usco.Temperature, usco.Luminosity, c='pink', s=100, label='Usco')\n", "ax[1].set_xlim([5.4, 3.4])\n", "ax[1].set_ylim([2.8, 6.2])\n", "ax[1].set_title('Binary stars')\n", "ax[1].text(5.25, 5.4, \"Z = 0.02 \\nlog(Age/yrs)=7.0\", color='k', fontsize = 18)\n", "ax[1].legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**b) Using `add_subplot()` syntax**" ] }, { "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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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,2, figsize=(15,5))\n", "\n", "sin_plot = sin_hr_diagram.plot(log_age=7, loc=121)\n", "sin_plot .scatter(usco.Temperature, usco.Luminosity, label='Usco')\n", "sin_plot .set_xlim([5.4, 3.4])\n", "sin_plot .set_ylim([2.8, 6.2])\n", "sin_plot .set_title('Single stars')\n", "sin_plot .text(5.25, 5.5, \"Z = 0.02 \\nlog(Age/yrs)=7.0\", fontsize = 18)\n", "sin_plot .legend()\n", "\n", "\n", "bin_plot = bin_hr_diagram.plot(log_age=7, loc=122)\n", "bin_plot.scatter(usco.Temperature, usco.Luminosity, s=100, c='pink', label='Usco')\n", "bin_plot.set_xlim([5.4, 3.4])\n", "bin_plot.set_ylim([2.8, 6.2])\n", "bin_plot.set_title('Binary stars')\n", "bin_plot.text(5.25, 5.4, \"Z = 0.02 \\nlog(Age/yrs)=7.0\", color='k', fontsize = 18)\n", "bin_plot.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Customizing your plots with matplotlib key word arguments\n", "\n", "Althought the default parameters for the HR diagram pltos were chosen to allow the creating of publication-ready plots with as few modifications as possible, the plotting function of `HRDiagrams` objects are designed to take any subplementary key word arguments and pass them on to `matplotlib.pyplot.contour`. \n", "\n", "This allows a much greater level of flexibility when making graphics. \n", "For example if you wish to cahnge the colormap you can do the following. " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,2, figsize=(15,5))\n", "\n", "bin_hr_diagram.plot(log_age=7, loc=ax[0], cmap='jet_r') # levels adjusted for visualisation\n", "ax[0].scatter(usco.Temperature, usco.Luminosity, c='w', label='Usco')\n", "ax[0].set_xlim([5.4, 3.4])\n", "ax[0].set_ylim([2.8, 6.2])\n", "ax[0].set_title('A terrible colormap')\n", "ax[0].text(5.25, 5.4, \"Z = 0.02 \\nlog(Age/yrs)=7.0\", color='k', fontsize = 18)\n", "ax[0].legend()\n", "\n", "\n", "bin_hr_diagram.plot(log_age=7, loc=ax[1], cmap='magma_r') # levels adjusted for visualisation\n", "ax[1].scatter(usco.Temperature, usco.Luminosity, c='w', label='Usco')\n", "ax[1].set_xlim([5.4, 3.4])\n", "ax[1].set_ylim([2.8, 6.2])\n", "ax[1].set_title('A less terrible colormap')\n", "ax[1].text(5.25, 5.0, \"Z = 0.02 \\nlog(Age/yrs)=7.0\", color='w', fontsize = 18)\n", "ax[1].legend()\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Creating a publication-ready figure \n", "\n", "In this last section, we will reproduce with `hoki` Figure 23 of Eldirdge, Stanway et al. (2018). This will show you how you can create a publication ready figure just using `hoki` and other ubiquitous python packages.\n", "\n", "*Note: This figure will look a little different frmo the published version as the latter was created in IDL*" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# renaming our already laoded HR diagram just for readability \n", "hr_usco_sin, hr_usco_bin = sin_hr_diagram, bin_hr_diagram \n", "\n", "hr_census_bin = load.model_output('./data/hrs-bin-imf135_300.z020.dat', hr_type='TL')\n", "hr_census_sin = load.model_output('./data/hrs-sin-imf135_300.z020.dat', hr_type='TL')\n", "\n", "hr_6067_bin = load.model_output('./data/hrs-bin-imf135_300.z030.dat', hr_type='TTG')\n", "hr_6067_sin = load.model_output('./data/hrs-sin-imf135_300.z030.dat', hr_type='TTG')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# Note that it is not recommended to call a column 'T' for a pandas data frame. \n", "# If you do, you won't be able to call it as mydataframe.T, because .T will default to \n", "# returning the transpose. \n", "\n", "cyg_L, cyg_L_e, cyg_T, cyg_T_e = np.genfromtxt('./data/census.dat', unpack=True, usecols=(14,15,17,18))" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "ngc_T, ngc_T_e, ngc_logg, ngc_logg_e = np.loadtxt('./data/ngc6067hr.dat', unpack=True, usecols=(3,4,5,6), skiprows=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the case of the NGC 6067 we want to make a spectroscopic HR diagram. That means that the y axis will be $\\log(T^4/g)$ -- this quatity is refered to as TG or log(TG). The trick is, we need to make sure we are using the right units when we do the calculations. \n", "\n", "We want everything to be with respect to solar units, so we'll have to divide by solar surface temperature (5778K) and surface gravity (274 m/s or a log g = 2.4377). We also nee to convert to SI from cgs, so there is a factor of $10^{-2}$ in the g, i.e a `-2` in the log g exponent, that needs to be taken into account. \n", "\n", "We also need to propagate errors. Since it's a mess of logs I'll just use bootstrapping for that. \n", "\n", "*Boostrapping: In this particular case I sample each of my values/data points according to a normal distribution where the mean is the value of that data point and the standard deviation is the error. I do this 1000 times, calculate the corresponding TG, and take the mean and standard deviation of these 1000 TG values.*" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "TG = []\n", "TG_e = []\n", "for T_i, T_e_i, logg_i, logg_e_i in zip(ngc_T, ngc_T_e, ngc_logg, ngc_logg_e):\n", " TG.append(np.mean(np.log10((np.random.normal(T_i, T_e_i, 1000)/5778)**4/\n", " ((10**(np.random.normal(logg_i-2.4377-2, np.abs(logg_e_i), 1000) ))))))\n", " TG_e.append(np.std(np.log10((np.random.normal(T_i, T_e_i, 1000)/5778)**4/\n", " ((10**(np.random.normal(logg_i-2.4377-2, np.abs(logg_e_i), 1000) ))))))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We also need to make sure we get the log(T) errors (and no, you can't just do `log(ngc_T_e)`). I'm using bootstrapping - because I can. " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "T_e = []\n", "for T_i, T_e_i in zip(ngc_T, ngc_T_e):\n", " T_e.append(np.std(np.log(np.random.normal(T_i, T_e_i, 1000))))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And now it's time to plot all of this!" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(3,2, figsize=(15,20))\n", "\n", "hr_census_sin.plot(log_age=6.8, loc=ax[0,0])\n", "ax[0,0].errorbar(cyg_T, cyg_L, xerr = cyg_T_e, yerr = cyg_L_e,\n", " ls =' ', marker = 'o', alpha=0.5, label = \"Cygnus OB2\")\n", "ax[0,0].set_xlim([5.5, 3.4])\n", "ax[0,0].set_ylim([2,6.4])\n", "ax[0,0].text(5.4, 3.25, \"Z = 0.02 \\nlog(Age/yrs)=6.8\", color='k', fontsize = 18)\n", "\n", "\n", "\n", "hr_census_bin.plot(log_age=6.8, loc=ax[0,1])\n", "ax[0,1].errorbar(cyg_T, cyg_L, xerr = cyg_T_e, yerr = cyg_L_e,\n", " ls =' ', marker = 'o', alpha=0.5, label = \"Cygnus OB2\")\n", "ax[0,1].set_xlim([5.5, 3.4])\n", "ax[0,1].set_ylim([2,6.4])\n", "ax[0,1].text(5.4, 3.25, \"Z = 0.02 \\nlog(Age/yrs)=6.8\", color='k', fontsize = 18)\n", "\n", "\n", "\n", "hr_usco_sin.plot(log_age=7, loc=ax[1,0]) # levels adjusted for visualisation\n", "ax[1,0].scatter(usco.Temperature, usco.Luminosity, label='Usco')\n", "ax[1,0].set_xlim([5.4, 3.4])\n", "ax[1,0].set_ylim([2.8, 6.2])\n", "ax[1,0].text(5.25, 5.4, \"Z = 0.02 \\nlog(Age/yrs)=7.0\", color='k', fontsize = 18)\n", "\n", "\n", "\n", "hr_usco_bin.plot(log_age=7, loc=ax[1,1]) # levels adjusted for visualisation\n", "ax[1,1].scatter(usco.Temperature, usco.Luminosity, label='Usco')\n", "ax[1,1].set_xlim([5.4, 3.4])\n", "ax[1,1].set_ylim([2.8, 6.2])\n", "ax[1,1].text(5.25, 5.4, \"Z = 0.02 \\nlog(Age/yrs)=7.0\", color='k', fontsize = 18)\n", "\n", "\n", "hr_6067_sin.plot(log_age=8, loc=ax[2,0])\n", "ax[2,0].errorbar(np.log10(ngc_T), TG, xerr=T_e, yerr=TG_e, label='NGC 6067', ls=' ', \n", " marker='o')\n", "ax[2,0].set_xlim([4.8, 3.4])\n", "ax[2,0].set_ylim([1, 5.2])\n", "ax[2,0].text(4.6, 4.4, \"Z = 0.02 \\nlog(Age/yrs)=8.0\", color='k', fontsize = 18)\n", "\n", "hr_6067_bin.plot(log_age=8, loc=ax[2,1])\n", "ax[2,1].errorbar(np.log10(ngc_T), TG, xerr=T_e, yerr=TG_e, label='NGC 6067', ls=' ', \n", " marker='o')\n", "ax[2,1].set_xlim([4.8, 3.4])\n", "ax[2,1].set_ylim([1,5.2])\n", "ax[2,1].text(4.6, 4.4, \"Z = 0.02 \\nlog(Age/yrs)=8.0\", color='k', fontsize = 18)\n", "\n", "for axis in ax.reshape(6):\n", " axis.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Stacking a range of Ages\n", "\n", "But what if you are interested in a stellar population that has a range of ages? \n", "\n", "Using the `HRDiagram` class you can stack HR Diagrams of a range of ages across all three surface abundance categories in a single line!\n", "\n", "Let's stack every age bin between 1 and 10 Myrs:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The following attributes were updated: .all_stacked, .high_H_stacked, .medium_H_stacked, .low_H_stacked.\n" ] } ], "source": [ "bin_hr_diagram.stack(log_age_min=6.0, log_age_max=6.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This should return the following message: \n", "```\n", "The following attributes were updated: .all_stacked, .high_H_stacked, .medium_H_stacked, .low_H_stacked.\n", "```\n", "\n", "It indicates that the stacking was performed successfully, and four attributes of the `HRDiagram` class were update. \n", "\n", "`HRDiagram.all_stacked`, `HRDiagram.high_H_stacked`, `HRDiagram.medium_H_stacked`, `HRDiagram.low_H_stacked`, are the stacked equivalents to `HRDiagram.all`, `HRDiagram.high_H`, `HRDiagram.medium_H`, `HRDiagram.low_H`(see right panel of the Figure at the top of this tutorial).\n", "\n", "This means that the original `HRDiagram.all`, `HRDiagram.high_H`, `HRDiagram.medium_H`, `HRDiagram.low_H` attributes **remain untouched** when you run the `.stack()` method - only the \"stacked\" attributes will be updated.\n", "\n", "Note, before you run the `.stack()` method for the first time the \"stacked\" HRDs are just 100x100 numpy arrays filled with zeros. \n", "\n", "# Plotting HRDs of stacked ages\n", "\n", "Now, it's possible you don't actually need to do any opperations on the stacked HRDs, **you just want to plot** HRDs for a range of ages. \n", "\n", "For this you don't even need to use the `.stack()` method, **you can do it directly** in the `.plot()` method: you need to use the parameter `age_range` instead of '`log_age` in the plotting method. \n", "\n", "Here is an example of an HRD at 10 Myrs Vs an aggregate of HRDs from 1 to 10 Myrs." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The following attributes were updated: .all_stacked, .high_H_stacked, .medium_H_stacked, .low_H_stacked.\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Stacked Age: log(Age/yrs)= 6.0 - 7.0')" ] }, "execution_count": 16, "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": [ "fig, ax = plt.subplots(1,2, figsize=(15,5))\n", "\n", "bin_hr_diagram.plot(log_age=7, loc=ax[0]) #levels adjusted for visualisation\n", "ax[0].set_xlim([5.4, 3.4])\n", "ax[0].set_ylim([2.8, 6.2])\n", "ax[0].set_title('Single Age: log(Age/yrs)=7.0')\n", "\n", "\n", "bin_hr_diagram.plot(age_range=[6.0, 7.0], loc=ax[1]) # levels adjusted for visualisation\n", "ax[1].set_xlim([5.4, 3.4])\n", "ax[1].set_ylim([2.8, 6.2])\n", "ax[1].set_title('Stacked Age: log(Age/yrs)= 6.0 - 7.0')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "\n", "**YOU'RE ALL SET!**\n", "\n", "I hope you found this tutorial useful. If you encountered any problems, or would like to make a suggestion, feel free to open an issue on `hoki` GitHub page [here](https://github.com/HeloiseS/hoki) or on the `hoki_tutorials` GitHub [there](https://github.com/HeloiseS/hoki_tutorials)." ] } ], "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": "3.7.5" } }, "nbformat": 4, "nbformat_minor": 2 }