{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Hands On Astropy Tutorial - Solutions to the exercises\n", "**Tutors:** Axel Donath and Christoph Deil\n", "\n", "\n", "This notebook contains the solutions to the exercises in [astropy_hands_on.ipynb](https://github.com/Asterics2020-Obelics/School2017/blob/master/astropy/astropy_hands_on.ipynb)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import numpy as np" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Units and Quantities" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- (*easy*) How long does the light travel from the sun to the earth in minutes? How long does the light travel from the Galactic center (assume a distance of 8 kpc) in years? \n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Light travels from sun to earth in 8.32 min\n", "Light travels from the GC to earth in 26092.51 yr\n" ] } ], "source": [ "from astropy import constants as const\n", "import astropy.units as u\n", "\n", "# distance sun - earth\n", "distance_sun = 1 * u.au\n", "\n", "# speed of light\n", "speed = const.c\n", "\n", "# time\n", "time_sun = distance_sun / speed\n", "print(\"Light travels from sun to earth in {:.2f}\".format(time_sun.to('min')))\n", "\n", "# distance to GC\n", "distance_gc = 8 * u.kpc\n", "\n", "# time\n", "time_gc = distance_gc / speed\n", "print(\"Light travels from the GC to earth in {:.2f}\".format(time_gc.to('yr')))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- (*advanced*) Define a new unit called `\"baro-meter\"`, which is eqivalent to 25 cm and use it to measure the height of the empire state building (assume a height of 381 meters). Please read the [Astropy documentation on equivalencies](http://docs.astropy.org/en/stable/units/equivalencies.html#writing-new-equivalencies) for an example how to do this ( For other ways to measure the height of a building using a barometer see [barometer question on Wikipedia](https://en.wikipedia.org/wiki/Barometer_question)...)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The height of the empire state building in baro-meters is 1524.0 baro-meter\n" ] } ], "source": [ "import astropy.units as u\n", "\n", "# define new unit baro-meter\n", "bm = u.def_unit('baro-meter', 25 * u.cm)\n", "u.add_enabled_units(bm)\n", "\n", "# height of the empire state building\n", "height = 381 * u.m\n", "\n", "# convert to baro-meters\n", "height_bm = height.to(\"baro-meter\")\n", "print(\"The height of the empire state building in baro-meters is {}\".format(height_bm))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- (*expert*) Find the frequency with the maximum photon rate of the black body spectrum $\\mathcal{B}(\\nu, T)$ with temperature $T=5000~\\mathrm{K}$. For this you can use a numerical optimization routine such as [scipy.optimize.minimize](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.minimize.html).\n", "As the frequency as well as the radiance can cover many orders of magnitude, the stability of the algorithm can be much improved by minimizing the (negative) logarithm of the radiance $-\\log{\\mathcal{B}}$ as well as minimizing with respect to the logarithm of the frequency by introducing the variable $x = \\log{\\nu}$. Finally compare the result against the analytical solution from [Wien's displacement law](https://en.wikipedia.org/wiki/Wien%27s_displacement_law). " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "from scipy.optimize import minimize\n", "\n", "# Copy over the definition from the tutorial notebook \n", "@u.quantity_input(frequency=u.hertz, temperature=u.K)\n", "def blackbody(frequency, temperature): \n", " pre_factor = 2 * (const.h * frequency ** 3) / const.c ** 2\n", " exponential_factor = 1. / (np.exp((const.h * frequency) / (const.k_B * temperature)) - 1)\n", " return pre_factor * exponential_factor\n", "\n", "\n", "# Define the objective function that shall be minimized\n", "# We introduce x = np.log(frequency) => frequency = np.exp(x)\n", "# And convert the radiance to well defined units and take the negative logarithm\n", "def objective_funtion(x):\n", " frequency = u.Quantity(np.exp(x) , unit=\"Hz\", copy=False)\n", " radiance = blackbody(frequency=frequency, temperature=5000 * u.K)\n", " value = -np.log(radiance.to_value('Hz3 J s3 / m2'))\n", " return value\n", " \n", "result = minimize(objective_funtion, x0=np.log(1E14), method='Nelder-Mead') \n", "frequency_max = np.exp(result['x']) * u.Hz\n", "\n", "# Equation taken from https://en.wikipedia.org/wiki/Wien%27s_displacement_law#Alternate_Maxima\n", "@u.quantity_input(temperature=u.K)\n", "def wiens_displacement_law(temperature):\n", " return 0.058789e12 * u.Unit(\"Hz /K\") * temperature \n", "\n", "\n", "frequency_max_wien = wiens_displacement_law(temperature=5000*u.K)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The numerical optimization gives: 2.939e+14 Hz\n", "Wien's displacement law gives : 2.939e+14 Hz\n" ] } ], "source": [ "print(\"The numerical optimization gives: {[0]:.3e}\".format(frequency_max))\n", "print(\"Wien's displacement law gives : {:.3e}\".format(frequency_max_wien))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Coordinates" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- (*easy*) Define the sky coordinate for your favorite object and find the distance to the crab nebula and Galactic center." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The angular distance between PKS2155-204 and the Crab Nebula is 120.89 deg\n", "The angular distance between PKS2155-204 and the Galactic Center is 54.33 deg\n" ] } ], "source": [ "from astropy.coordinates import SkyCoord\n", "\n", "# Coordinate of PKS2155-305\n", "# coord_pks = SkyCoord.from_name('pks2155-304')\n", "coord_pks = SkyCoord(\"21h58m52.7s\", \"-30d13m18s\", frame=\"icrs\")\n", "\n", "# Coordinate of the Crab Nebula\n", "# coord_crab = SkyCoord.from_name('crab')\n", "coord_crab = SkyCoord(83.63 * u.deg, 22.01 * u.deg, frame='icrs')\n", "\n", "separation_crab = coord_pks.separation(coord_crab)\n", "print('The angular distance between PKS2155-204 and the Crab Nebula is {:.2f}'.format(separation_crab))\n", "\n", "# Coordinate of the Galactic Center\n", "coord_gc = SkyCoord(0, 0, unit='deg', frame='galactic')\n", "separation_gc = coord_pks.separation(coord_gc)\n", "print('The angular distance between PKS2155-204 and the Galactic Center is {:.2f}'.format(separation_gc))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- (*expert*) Make a plot of the height above horizon vs.time for the crab position at the location of Annecy. Mark the the time range where it is visible. Would the crab be visible tonight?" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from astropy.coordinates import EarthLocation, AltAz\n", "from astropy.time import Time\n", "import numpy as np\n", "from astropy.visualization import quantity_support\n", "\n", "# Define coordinate\n", "coord_crab = SkyCoord(83.63 * u.deg, 22.01 * u.deg, frame='icrs')\n", "\n", "# Set location\n", "annecy = EarthLocation(lat=45.8058 * u.deg, lon=6.5726 * u.deg)\n", "\n", "# Define array of times (30 minute intervals)\n", "time_intervals = np.linspace(0 * u.day, 1 *u.day, 48)\n", "\n", "time_start = Time('2019-04-12 00:00:00')\n", "times = Time(time_start + time_intervals)\n", "\n", "# Get AltAz coordinates\n", "altaz = AltAz(obstime=times, location=annecy)\n", "crab_altaz = coord_crab.transform_to(altaz)\n", "\n", "# Get altitude over horizon\n", "altitudes = crab_altaz.alt.to('deg')\n", "\n", "# Get times when altitude > 0\n", "above_horizon = altitudes > 0 * u.deg\n", "\n", "with quantity_support():\n", " plt.plot_date(times.plot_date, altitudes, fmt='-')\n", " \n", " # orient date labels at a slant\n", " plt.gcf().autofmt_xdate() \n", " \n", " alt_min, alt_max = -25 * u.deg, 75 * u.deg\n", " plt.fill_between(times.plot_date,\n", " alt_min, alt_max,\n", " where=above_horizon,\n", " facecolor='green',\n", " alpha=0.5)\n", " plt.ylim(alt_min, alt_max)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Tables" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- (*easy*) Add columns with the `RA` and `DEC` coordinates of the objects to the example table." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table length=3\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
Source_NameGLONGLATRADEC
degdegdegdeg
str6float64float64float64float64
Crab184.55754381-5.7842736983.6332083305282322.014472226225813
Sag A*0.00.0266.4049882865447-28.936177761791473
Cas A111.74169477-2.13544151350.866416708962158.81177779991024
" ], "text/plain": [ "\n", "Source_Name GLON GLAT RA DEC \n", " deg deg deg deg \n", " str6 float64 float64 float64 float64 \n", "----------- ------------ ----------- ----------------- -------------------\n", " Crab 184.55754381 -5.78427369 83.63320833052823 22.014472226225813\n", " Sag A* 0.0 0.0 266.4049882865447 -28.936177761791473\n", " Cas A 111.74169477 -2.13544151 350.8664167089621 58.81177779991024" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Get example table\n", "from astropy.table import Table\n", "\n", "table = Table()\n", "table['Source_Name'] = ['Crab', 'Sag A*', 'Cas A']\n", "table['GLON'] = [184.55754381, 0, 111.74169477] * u.deg\n", "table['GLAT'] = [-5.78427369, 0, -2.13544151] * u.deg\n", "\n", "# Create SkyCoord object holding all 3 sky coordinates\n", "coords = SkyCoord(table['GLON'], table['GLAT'], frame='galactic')\n", "\n", "# Add new columns\n", "table['RA'] = coords.icrs.ra\n", "table['DEC'] = coords.icrs.dec\n", "\n", "table" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- (*advanced *) Load the Fermi 2FHL catalog table (`'data/fermi_2fhl_catalog.fits'`) and find the brighest source (the brightness value is stored in the `'Flux50'` column). What is the common name of the source (column `'ASSOC'`)?\n", "Find all sources within 10 deg from the position of this source." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The brightest source in the catalog is: Crab \n", "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: UnitsWarning: 'photon/cm**2/s' contains multiple slashes, which is discouraged by the FITS standard [astropy.units.format.generic]\n", "WARNING: UnitsWarning: 'erg/cm**2/s' contains multiple slashes, which is discouraged by the FITS standard [astropy.units.format.generic]\n" ] }, { "data": { "text/html": [ "Table length=5\n", "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
Source_NameRAJ2000DEJ2000GLONGLATPos_err_68Pos_err_95TSSpectral_IndexUnc_Spectral_IndexIntr_Spectral_Index_D11Unc_Intr_Spectral_Index_D11Intr_Spectral_Index_G12Unc_Intr_Spectral_Index_G12Flux50Unc_Flux50Energy_Flux50Unc_Energy_Flux50Flux50_171GeVUnc_Flux50_171GeV [2]Sqrt_TS50_171GeVFlux171_585GeVUnc_Flux171_585GeV [2]Sqrt_TS171_585GeVFlux585_2000GeVUnc_Flux585_2000GeV [2]Sqrt_TS585_2000GeVNpredHEP_EnergyHEP_ProbROIASSOCASSOC_PROB_BAYASSOC_PROB_LRCLASSRedshiftNuPeak_obs3FGL_Name1FHL_NameTeVCat_Name
degdegdegdegdegdegph / (cm2 s)ph / (cm2 s)erg / (cm2 s)erg / (cm2 s)ph / (cm2 s)ph / (cm2 s)ph / (cm2 s)ph / (cm2 s)ph / (cm2 s)ph / (cm2 s)GeVHz
bytes18float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32float32int16bytes25float32float32bytes8float32float32bytes18bytes18bytes18
2FHL J0534.1+275383.52527.886179.544-2.7040.0490.07929.13.181.10nannannannan1.6400e-118.0200e-122.4000e-121.4400e-121.2975e-11-5.3815e-12 .. 7.3262e-125.445.1763e-16nan .. 6.2549e-120.001.8205e-16nan .. 5.8903e-120.004.90135.430.9917S147nan0.8939snr0.00000nan3FGL J0540.3+2756e
2FHL J0515.5+153078.88815.503187.622-13.0940.0650.10442.06.412.27nannannannan2.4200e-119.7300e-122.3800e-129.8500e-136.1487e-12-2.1737e-12 .. 2.8043e-126.494.5839e-13nan .. 7.6937e-120.611.0190e-17nan .. 6.7986e-120.006.8068.770.9917NVSS J051547+1527160.9940nanbllnan6.6681e+133FGL J0515.8+15261FHL J0515.9+1528
2FHL J0521.7+211280.43821.209183.607-8.7140.0310.050562.62.920.272.780.282.760.282.0400e-102.7500e-113.2900e-115.8600e-121.6515e-10-2.1797e-11 .. 2.3864e-1123.208.3150e-12-4.2235e-12 .. 6.1628e-125.357.5567e-17nan .. 5.9877e-120.0058.90316.790.8617TXS 0518+2111.00000.9867bll0.108002.1627e+143FGL J0521.7+21131FHL J0521.7+2113TeV J0521+211
2FHL J0617.2+2234e94.31022.580189.0483.0330.0000.000398.62.660.21nannannannan2.7000e-103.2100e-114.9700e-118.3900e-122.1090e-10-2.5807e-11 .. 2.7968e-1118.802.4934e-11-8.2973e-12 .. 1.0530e-116.627.1373e-12-3.9838e-12 .. 6.3763e-123.7078.20699.500.9823IC 443nannansnrnannan3FGL J0617.2+2234e1FHL J0617.2+2234eTeV J0616+225
2FHL J0534.5+220183.63422.021184.552-5.7800.0300.0495149.72.130.07nannannannan1.3100e-096.8300e-113.5200e-102.9000e-119.9407e-10-5.7595e-11 .. 5.9473e-1163.582.4388e-10-2.8254e-11 .. 3.0435e-1133.185.2754e-11-1.3340e-11 .. 1.6048e-1114.46377.701463.301.0019Crab0.99830.9969pwnnannan3FGL J0534.5+2201i1FHL J0534.5+2201TeV J0534+220p
" ], "text/plain": [ "\n", " Source_Name RAJ2000 DEJ2000 ... 1FHL_Name TeVCat_Name \n", " deg deg ... \n", " bytes18 float32 float32 ... bytes18 bytes18 \n", "------------------ ---------- ---------- ... ------------------ --------------\n", " 2FHL J0534.1+2753 83.525 27.886 ... \n", " 2FHL J0515.5+1530 78.888 15.503 ... 1FHL J0515.9+1528 \n", " 2FHL J0521.7+2112 80.438 21.209 ... 1FHL J0521.7+2113 TeV J0521+211\n", "2FHL J0617.2+2234e 94.310 22.580 ... 1FHL J0617.2+2234e TeV J0616+225\n", " 2FHL J0534.5+2201 83.634 22.021 ... 1FHL J0534.5+2201 TeV J0534+220p" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Read table\n", "fermi_2fhl = Table.read('data/fermi_2fhl_catalog.fits', hdu=1)\n", "\n", "# Sort by brightness\n", "fermi_2fhl.sort('Flux50')\n", "\n", "# With -1 we get the last element\n", "print('The brightest source in the catalog is: {} \\n'.format(fermi_2fhl[-1]['ASSOC']))\n", "\n", "\n", "\n", "# Defie SkyCoord for all objects in the table\n", "coords = SkyCoord(fermi_2fhl['GLON'], fermi_2fhl['GLAT'], frame='galactic')\n", "\n", "# Get Crab position\n", "coord_crab = coords[fermi_2fhl[\"ASSOC\"] == \"Crab\"]\n", "\n", "\n", "# Find rows where separation < 1 deg\n", "separation = coord_crab.separation(coords)\n", "\n", "# Print result\n", "max_separation = 10 * u.deg\n", "fermi_2fhl[separation < max_separation]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- (*expert*) Make an allsky plot (using an 'Aitoff' projection) of all the sources in the Fermi 2FHL catalog grouped by source class (i.e. choose a different marker color for every source class). The class of the sources is stored in the `'CLASS'` column. There are a few possible ways to identify the groups of source class. One of them is to use [Table.group_by()](http://docs.astropy.org/en/stable/api/astropy.table.Table.html#astropy.table.Table.group_by) followed by a loop over the groups (check Astropy documentation!) another way is to use a regular Python `set` to idenfity the unique entries in the `'CLASS'` column and loop over those. You can use `plt.subplot(projection='aitoff')` to instanciate a matplotlib axes with `'Aitoff'` projection. Note that the `'Aitoff'` projection requires angular positions measured in radians." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Source classes: {'bll', 'sfr', 'bin', 'bcu I', 'unk', 'rdg/bll', 'gal', 'galclu', 'bll-g', 'fsrq', 'bcu II', 'spp', 'rdg', 'psr', 'agn', 'snr', 'pwn', 'hmb', 'bcu III'}\n" ] } ], "source": [ "source_classes = set(fermi_2fhl['CLASS'])\n", "\n", "print('Source classes: {}'.format(source_classes))" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from astropy.coordinates import Angle\n", "\n", "plt.figure(figsize=(12, 5))\n", "ax = plt.subplot(projection='aitoff')\n", "\n", "glon = Angle(fermi_2fhl['GLON'].quantity)\n", "glon = glon.wrap_at('180d')\n", "\n", "glat = Angle(fermi_2fhl['GLAT'].quantity)\n", "\n", "with quantity_support():\n", " for source_class in sorted(source_classes):\n", " selection = fermi_2fhl['CLASS'] == source_class\n", " ax.scatter(glon[selection].rad, glat[selection].rad, label=source_class)\n", " ax.grid()\n", " plt.legend(bbox_to_anchor=(1.15, 1), loc=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. FITS Images and WCS" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- (*easy*) Read in the data from the other energy bands (`'data/casa_1.5-3.0keV.fits.gz'` and `'data/casa_4.0-6.0keV.fits.gz'`) as well, sum up all the data from the three energy bands. Plot the summed data using [plt.imshow()](https://matplotlib.org/devdocs/api/_as_gen/matplotlib.axes.Axes.imshow.html) again." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 12, "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": [ "from astropy.io import fits\n", "\n", "filenames = ['data/casa_0.5-1.5keV.fits.gz', 'data/casa_1.5-3.0keV.fits.gz',\n", " 'data/casa_4.0-6.0keV.fits.gz']\n", "\n", "data_list = []\n", "\n", "for filename in filenames:\n", " image_hdu = fits.open(filename)['PRIMARY']\n", " data_list.append(image_hdu.data)\n", " \n", "data_summed = np.sum(data_list, axis=0)\n", "plt.imshow(data_summed, origin='lower', cmap='afmhot')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- (*advanced*) Cutout the central region of the image using [astropy.nddata.Cutout2D](http://docs.astropy.org/en/stable/api/astropy.nddata.Cutout2D.html) (size of 0.05 deg x 0.05 deg around the position of `'Cas A'`). Find the sky position of the brightest pixel in the cutout data. For this [np.argmax()](https://docs.scipy.org/doc/numpy/reference/generated/numpy.argmax.html) and [np.unravel_index()](https://docs.scipy.org/doc/numpy/reference/generated/numpy.unravel_index.html) might be helpful. Make sure you use the updated `.data` and `.wcs` attributes of the `Cutout2D` object to achieve the latter." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The position of the brightest pixel in the image is: \n" ] } ], "source": [ "from astropy.nddata.utils import Cutout2D\n", "from astropy.wcs import WCS\n", "\n", "image_hdu = fits.open('data/casa_0.5-1.5keV.fits.gz')['PRIMARY']\n", "wcs = WCS(image_hdu.header) \n", "image_data = image_hdu.data\n", "\n", "pos_casa = SkyCoord('23h23m27.94s', '+58d48m42.4s', frame='icrs')\n", "\n", "data_cutout = Cutout2D(image_data, position=pos_casa,\n", " wcs=wcs, size=0.05 * u.deg)\n", "\n", "# Find index of maximum value (this will return the\n", "# index on the flattened array)\n", "idx_flat = data_cutout.data.argmax()\n", "\n", "# Transform back to the original shape\n", "idx = np.unravel_index(idx_flat, data_cutout.data.shape)\n", "\n", "# Transform to SkyCoord\n", "pos = SkyCoord.from_pixel(*idx, wcs=data_cutout.wcs)\n", "print(\"The position of the brightest pixel in the image is: {}\".format(pos))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- (*very hard*) Calculate a radial profile of the image data to estimate the size of the shell of the supernova remnant. For this sum up all the data within a set of rings (specified by `radii_min` and `radii_max`, choose a total minimum radius of `0 arcmin` and total maximum radius of `5 arcmin`) around the center position of *Cas A*. You can use [np.indices()](https://docs.scipy.org/doc/numpy/reference/generated/numpy.indices.html) to get arrays of x and y pixel positions. Make sure you use clever numpy broadcasting to avoid a Python loop over the `radii_min` and `radii_max` arrays (**hint**: [ndarray.reshape(-1, ...)](https://docs.scipy.org/doc/numpy/reference/generated/numpy.reshape.html#numpy.reshape) might be useful to expand the data and radius array to the third dimension)." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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ormTlrnJuOis/pgcGtHf+xCEMTkvir2v2RTsUY3q9YMtCP6Oq1wETgdeA/wfkiMh9InJJN+7xdWBzwPcfAb9Q1XHAUeBmV34zcFRVxwK/cPUQkcnA9cAUYC7wW5fA/MBv8GY0mAx82tUNdg/TAzYfrGZbSQ3zp48AvOn5xw5J41dLOm7dPPjmTtKSE/jUrN41dX+i38f8aSNYurmUIzUN0Q7HmF6tyz8zVbVWVf+kqlcCucBa4M4uTgNARHKBK4AH3HcBLgCeclUWAvPd/jz3HXf8Qld/HvC4qjao6i5gBzDbbTtUdaeqNgKPA/O6uIfpAX9fu58En3DlqcMA8PuEr3XSujlYeYwX1h/kull5ZKTExkJp3fGpWXk0t6pNzmnMSQo2QOAjb92parmq/l5VL+isTju/BL4FtD1hzQIqVLVtOcRiYITbH4E3CAF3vNLVP17e7pzOyoPdw5ykllbl2bX7OW/CEAb2/6B3sq110/7ZzcK399Cqyo1n5kch2pM3Pied2aMH8djKPTY5pzEnIVjL5lkR+ZmInCMixxf3EJExIvIFEVmE163VIRG5EihV1TWBxR1U1S6O9VR5RzHeKiJFIlJUVmYPgUOx/P0jlFQ1cM2MD+dvv0/41wvGsq2khpc3HgKgtqGZP6/cw2VTh5E3qF80wu0RN5wxin3lx3h9W2m0QzGm1wr2zOZCYCneDM/viUiliBwBHgOGAQtU9anOzgfOAq527+Y8jte19UtggIi0TQCaC7TNCVIM5IG3lAGQCZQHlrc7p7Pyw0Hu0f5nvF9VC1W1MDvbJl0MxTPv7ic9OYELJg75yLErTxvOKdn9+dXSbbS2Kn8t2kdVfTM3x/hLnF25dMpQstOT+ePyPdEOxZheK+gzG1V9SVU/q6r5qpqpqlmqeqaq3q2qh7o49zuqmquq+XgP+F9V1c8Cy4BPumoLgGfd/nPuO+74q+rNg/IccL0brTYaGAesAlYD49zIsyR3j+fcOZ3dw5yEY40tvLLxIJefOoyUxI+uRdP27GZbSQ0vbjjIQ2/tZsbIAcwYGfsvcQaT6Pfx6dkjeW1bGXuP1EU7HGN6pWiMQ/02cIeI7MB7vvKgK38QyHLld+AGIajqe8CTwCbgFeA2VW1xz2S+CizCG+32pKsb7B7mJCzeXEJtY8vxUWgdaWvdfOfpDewtr+OWs8dEMMLw+czskfhEeGyltW6MORES6iSKfV1hYaEWFRVFO4yY9oVHVrP5YBVvffsCfL7OX7l6du1+vv74WvIGpfLaN8/HH6Rub/Llx9awfOcRVnznwg5bdsbEIxFZo6qFXdXrPW/Ymag6XNPA69vKmDdtRNBEA17r5rKpQ/m3Syf2mUQD8PkzRlFR12RLDxhzAkKdiPNjInKT2892z05MHHlh3QFaWpWPB+lCa+P3Cfd9biZXFwyPQGSRc8aYLMYOSeOPK6wrzZju6jLZiMhdeM9AvuOKEvFGpJk48szaA0walsGEofG7WriI8Pk5o1hfXMk6t+KoMSY0obRsPg5cDdQCqOoBIH5/48ShnWU1rNtXwTUhtGr6umtmjKBfkp9HbRi0Md0SSrJpdMOJFSDwBU8TH/6+9gAicPW0vtUtdiLSUxL5+PQRPL/+AOW1jdEOx5heI5Rk86SI/B7vRckvAkuAP4Q3LBNLXtl4kNn5g8jJSIl2KDHhhjPyaWxu5a9FNhu0MaEKZSLOn+JNavk3YALw37Z4WvzYc6SWbSU1XDKl96xDE24Thtp8acZ0V0ij0VR1sar+m6p+U1UXhzsoEzsWbyoB4OJJOVGOJLZ8fo7Nl2ZMdwSb9blaRKo62yIZpImexZtKmJCTzsis3juRZjhcOmUoWf2TeOZde+fGmFAkdHZAVdMBROT7eCt2/hFvRuXPYqPR4sLR2kZW7y7nK+eNjXYoMScpwceZYwezatcRVBVvGSVjTGdC6Ua7VFV/q6rVqlqlqvfhLRlt+rhXt5TSqnDxZOtC68js0YMoqWpgb7lNzmlMV0JJNi0i8lm3FLNPRD4LtIQ7MBN9izeVkJORzKkjMqMdSkyaM3oQACt3lkc5EmNiXyjJ5jPAp4ASt13rykwfVt/Uwhvby7hoUk6Xc6HFq7FD0hjUP4mVuyzZGNOVTp/ZtFHV3cC88IdiYsny949Q19jCRdaF1ikRYVb+QFbtPhLtUIyJeV0mGxF5mA6WVVbVL4QlIhMT/rGphP5Jfs48JSvaocS02aOzWPReCQcqjjF8QGq0wzEmZoXSjfYC8KLblgIZQE04gzLR1dqqLNlcwrkTsklOsHVbgjndPbdZvdu60owJJpRutL8FfheRv+BNWWP6qPX7KymrbrBRaCGYNCyD9OQEVuwsZ940m6jUmM6cyOJp44CRPR2IiR2LNx3C7xPOnzAk2qHEPL9PKMwfyKpd9tzGmGBCeWZTzYef2RzCW9/G9FGLN5UwK38gA/olRTuUXmH26CyWbS3jcE0Dg9OSox2OMTEplIk401U1I2Ab375rzfQdbRNvXjzZJt4M1elj3HMbGwJtTKdCWalzaShlpm9om3jzEnteE7KpwzNJTfTb+zbGBNFpN5qIpAD9gMEiMhBvXjTwRqPZKlp91OJNJUwcmk7eIJt4M1RJCT5mjBpgycaYIIK1bP4FWANMBN5x+2uAZ4HfhD80E2ltE29eZMsJdNvs/Cy2HKqisq4p2qEYE5M6TTaq+itVHQ18U1VHB2wFqvp/EYzRRIhNvHniTh8zCFUo2mOtG2M6Emw9mwvc7n4Ruab91tWFRSRFRFaJyDoReU9EvufKR4vIShHZLiJPiEiSK09233e44/kB1/qOK98qIpcGlM91ZTtE5M6A8g7vYYJbstkm3jxR0/IGkOT3scq60ozpULButHPd51UdbFeGcO0G4AJVLQCmAXNFZA7wI+AXqjoOOArc7OrfDBxV1bHAL1w9RGQycD0wBZgL/NbNQO3H6867DJgMfNrVJcg9TCcq65p4fZtNvHmiUhL9FORl2nMbYzoRrBvtLvd5Uwdbl/OiqadtWptEtylwAfCUK18IzHf789x33PELxVuRah7wuKo2qOouYAcw2207VHWnqjYCjwPz3Dmd3cN0YuHy3dQ1tvC5OaOiHUqvNXv0IDbsr6S2oTnaoRgTc4KNRrsj2Imq+vOuLu5aH2uAsXitkPeBClVt+99YDLTN8TEC2Oeu3SwilUCWK18RcNnAc/a1Kz/dndPZPUwHahuaeeitXVw0aQiThmVEO5xe6/TRWfxm2fu8s/coZ4/LjnY4xsSUYN1o6V1sXVLVFlWdBuTitUQmdVTNfXbUd6M9WP4RInKriBSJSFFZWVlHVeLCn1buoaKuidvOt+WfT8aMUQPx+8Se2xjTgU5bNqr6vZ66iapWiMhrwBxggIgkuJZHLnDAVSsG8oBiEUkAMoHygPI2ged0VH44yD3ax3U/cD9AYWFhhwmpr6tvauEP/9zFx8YOZvrIgdEOp1dLS05g6vAMe25jTAdCmUFgjIg8LyJlIlIqIs+KyJgQzssWkQFuPxW4CNgMLAM+6aotwHtvB+A59x13/FVVVVd+vRutNhpvItBVwGpgnBt5loQ3iOA5d05n9zDt/LVoH2XVDdaq6SGzRw9i7b4K6pts5XRjAoUy6/OfgSeBYXgzB/wV+EsI5w0DlonIerzEsFhVX8CbxPMOEdmB93zlQVf/QSDLld8B3Amgqu+5+28CXgFuc91zzcBXgUV4SexJV5cg9zABmlpa+d3rO5k5aiBz3Pxe5uScPjqLxuZW1u2riHYoxsSULmd9BkRV/xjw/TER+WpXJ6nqemB6B+U78Z7ftC+vB67t5Fp3A3d3UP4S8FKo94gnj63Yw7t7K/jB/Cn0S+r4n/mZd/ezv+IYP5w/FW8QnzlZs/IHIQKrdpVz+hhb5dSYNqEkm2XuhcnH8R60Xwe8KCKDAFTVOqhjjKry22U7OFBZz67DNTx842wy+yV+qE5Lq3Lfa+8zZXgG502wkVM9JbNfIhNy0lllK3ca8yGhdKNdhzdP2jLgNeDLwBfwhjQXhS0yc8I2HaziQGU9VxUMZ+P+Kq67fzmlVfUfqvPShoPsOlzLV88fa62aHnb66EGs2XOU5pbWaIdiTMwIZT2b0UG2LgcKmMhbsqkUEfjvKyfz8E2z2Ftexyd/t5y9R+oAaG1VfrNsB2OHpHHpFFu3pqdNHzmQusYWdpTVdF3ZmDgRymg0v4hcLSJfE5E72rZIBGdOzJLNJUzPG0B2ejJnjR3Mn245nar6Jj75u7fZeqiapVtK2XKomq+cd4pNTRMGBXkDAGyQgDEBQulGex64EW9UV7de6jSRd7DyGBv2V3JRwMzN00cO5Ml/OQMR+NTvl3PPy5vJG5TK1QW2LFE45Gf1IyMlgbX7KqMdijExI5QBArmqelrYIzE9YunmUgAubrcmzficdJ760pl87sGVvF9Wy/98/FQS/KH8rWG6S0QoyBtgLRtjAoTy2+ZlEbkk7JGYHrFkcwmjsvoxdkjaR47lDerHU186kx/On8q1hblRiC5+FOQOYGtJtb3caYwTSrJZATwjIsdEpEpEqkWkKtyBme6rbWjm7R1HuHhSTqcjzLLTk/ncnFEkWqsmrAryBtDSqrx3wLrSjIHQks3PgDOAfqqaoarpqmpTA8egf24vo7Gl9UPPa0x0FOR6C9DZcxtjPKEkm+3ARjfnmIlhizeVkpmaSOEom1Az2oZkpDA8M8We2xjjhDJA4CDwmoi8jLf6JhDaejYmclpalVe3lHDBxCH24D9GFOQNYF2xJRtjILSWzS5gKZDEB8OeP/r02UTVO3uPcrSuiYsmWRdarCjIG8CeI3UcrW2MdijGRF2XLZv269qISApwVdgiMidkyaYSEv3COeMHRzsU45zmntusK67gvAlDohyNMdEVUn+Lm0XgMhF5FNiNN1+aiSGLN5cwZ0wW6SmJXVc2EXHqiExEYJ0NEjAmeMtGRM4BPgNcgbdg2VnAGFWti0BsJkTvl9Wws6yWG8/Mj3YoJkB6SiJjs9NYb89tjOm8ZSMixcA9wFvAZFX9BHDMEk3sWbKpBIAL7XlNzGkbJGCDOU28C9aN9jdgBF6X2VUi0h9vPRsTBuW1jfx55V7+8d6hbp+7ZHMJk4dlMGJAahgiMyejIG8Ah2sa2V9xLNqhGBNVnXajqerXReR24Hzg08BPgAwR+RTwkqra/OknqfJYE4veO8QL6w/y1o7DtLQqSX4fS+44l5FZ/UK6xpGaBtbsOcpXLxgX5mjNiZiW2zYDdCW5A0P7NzWmLwo6QEA9r6rqF4F8vOc38/EGCZgT9Pq2Mm5ZWMSsHy7hW0+tZ9fhGv7lnDH86ZbTSfALd7+0KeRrLdtaRqt+dOJNExsmDE0nKcFn79uYuBfKS50AqGoT3nIDz4uI9decoCM1DXzhkdUMTkvihjNGcVXBcE7LzTw+l9lt54/lJ4u28vaOw5w5tuthzEs2lZCTkczUETaDUCxKSvAxZXgGa20mARPnTuhVc1W1DugTVLTnKC2tym8/O4P/vHIyBXkDPjRp5s0fG03uwFS+/8KmLpcV3nW4lte3lXFRkIk3TfQV5A5gQ3GlLRNt4prNaxJhq3eVk5TgY+qIzA6PpyT6+ffLJ7HlUDWPr97X6XUq6hq5+ZHVpCb5+dK5p4QrXNMDCvIyOdZky0Sb+BZysnGj0cxJWr3nKNPyBpCc4O+0zmVTh3L66EH87B9bqaxr+sjxppZWvvzYOxQfPcbvPz+TvEH24DmWFeTaMtHGdJlsRORMEdkEbHbfC0Tkt2GPrA+qa2zmvf2VzMoPPiuziPDfV02m4lgTv1q6/UPHVJX/+vtGlu88wj2fOJVZ+YPCGbLpAflZ/clISWBdsc0kYOJXKC2bXwCXAkcAVHUdcE5XJ4lInogsE5HNIvKeiHzdlQ8SkcUist19DnTlIiL3isgOEVkvIjMCrrXA1d8uIgsCymeKyAZ3zr3iHlx0do9oW7u3guZWDSlBTBmeyfWz8nh0+W52lH7Q/fLgm7t4fPU+bjv/FK6ZYatt9gY+ny0TbUxI3Wiq2v7hQShr3TYD31DVScAc4DYRmQzcCSxV1XF4s0nf6epfBoxz263AfeAlDuAu4HTvtFSHAAAWEUlEQVRgNnBXQPK4z9VtO2+uK+/sHlG1anc5IjAjxPVmvnHJBFIT/dz9ojcUesmmEu5+aTOXTR3KNy6eEM5QTQ8ryB3AlkO2TLSJX6Ekm30iciagIpIkIt/EdakFo6oHVfUdt1/tzhkBzAMWumoL8d7bwZU/6t7tWQEMEJFheK2qxaparqpHgcXAXHcsQ1WXu4XdHm13rY7uEVVFu48yaWgGGSFOljk4LZmvXTiOZVvL+N3r7/P1x99l6vBMfv6pafh8NvqsN7Flok28CyXZfAm4DS9RFAPT3PeQiUg+MB1YCeSo6kHwEhLQNvf6CCCwBVXsyoKVF3dQTpB7tI/rVhEpEpGisrKy7vxI3dbc0so7e492+bymvQVn5jN6cH/ueXkL6SmJPLCgkNSkzgcXmNhky0SbeNdlslHVw6r6WVXNUdUhqvo5VT0S6g1EJA1vnrXbVbUqWNWObn8C5SFT1ftVtVBVC7Ozs7tzardtOlhFXWMLs0Z374F+UoKPH86fyinZ/XlgQSE5GSlhitCE05CMFIbZMtEmjnU6g4CI/Jogv7xV9WtdXVxEEvESzZ9U9WlXXCIiw1T1oOsKK3XlxUBewOm5wAFXfl678tdceW4H9YPdo8f9dNFWKo818YP5U4PWW7WrHIDCUd0fPXbW2MEs/cZ5JxKeiSEFubZMtIlfwVo2RcCaIFtQbmTYg8BmVf15wKHngLYRZQuAZwPKb3Cj0uYAla4LbBFwiYgMdAMDLgEWuWPVIjLH3euGdtfq6B49rqq+iSeK9lFRF3zp36LdR8kblMrQTGuZxCtbJtrEs2CzPi/s7FiIzgI+D2wQkbWu7N/x1sh5UkRuBvYC17pjLwGXAzuAOuAmF0e5iPwAWO3qfV9Vy93+l4FHgFTgZbcR5B497rpZeTy6fA9/f3c/N541usM6qsrq3eWcOyG8XXUmthXkec9t3t13lAsm2sSpJr4E60b7pareLiLP00F3mqpeHezCqvomHT9XAbiwg/pKJwMPVPUh4KEOyouAj/RfuWdKH7lHOEwZnsmpIzJ5fPU+FpyZ3+EcZbsO13KkttFewIxzM0YOJDnBxxvbDluyMXEn2KzPj7rPn0YikN7s+tl5/MczG1lXXMm0vAEfOb56t9cQs2QT31IS/ZxxShavbS0FpkQ7HGMiKtgzm5+4z8tV9fX2WySC6y2uLhhOaqKfJ1bv7fD46t1HGdQ/iVOybXq5eHf+hCHsPlLH7sO10Q7FmIgKlmyGici5wNUiMl1EZgRukQqwN0hPSeSK04bx3NoD1DY0f+R40e5yCkcNtGUADOe553Ze68aY+BEs2fw33jQvucDPgZ8FbNa11s71s/KobWzhxfUHP1ReWl3P7iN11oVmABiV1Z/Rg/vz2rbwvkRsTKzpNNmo6lOqehnwY1U9v912QQRj7BVmjhrI2CFpPN6uK61o91GAbr/Mafquc8dns/z9IzZPmokrocwg8AMRuVpEfuq2KyMRWG8jIlw/K4939lawraT6ePmqXeWkJvqZMtyWbTae8yZk09DcyoqdIU/EYUyvF8p6Nv8LfB3Y5LavuzLTzsenjyDRLzy+6oOp3Ir2lDN95AAS/bYoqvHMGZNFcoKP17ZaV5qJH6H8BrwCuFhVH3Lvu8x1ZaadrLRkLpkylKffLaahuYXq+iY2Haii0J7XmABtQ6Bft+c2Jo6E+ud24MsjmeEIpK+4flYeFXVN/OO9Et7dW0GrwmxLNqad88Zns+twLXuO2BBoEx9CSTb/C7wrIo+IyEK8edH+J7xh9V5nnTKYEQNSeXz1XlbvLsfvE6aN/OiLnia+nTfBW/XCutJMvAiabNwEl2/irbT5tNvOUNXHIxBbr+TzCdfNyuOtHUd4Yf1BJg/LIC052EQNJh7lD+5PflY/e9/GxI2gycbNV/Z3t+rmc6r6rKoeilBsvda1hbn4xJsTzd6vMZ05b8IQlu+0IdAmPoTSjbZCRGaFPZI+ZFhm6vFuku6uzGnix7kTsqlvamXlrvKuKxvTy4WSbM7HSzjvi8h6EdkgIuvDHVhv98WzxzBmcH/OOCUr2qGYGHXG8SHQ1pVm+r5QHiZcFvYo+qAzTsni1W+eF+0wTAxLSfQzZ0wWr28tg6uiHY0x4dVpy0ZEUkTkduDf8N6t2a+qe9q2iEVoTB92/oRsdh6uZe+RumiHYkxYBetGWwgUAhvwWjc/i0hExsSR40Ogt1lXmunbgiWbyar6OVX9PfBJ4OwIxWRM3PhgCLS9b2P6tmDJpqltR1U/ukiLMaZHnDdhCG+/f9iGQJs+LViyKRCRKrdVA6e17YtIVaQCNKavsyHQJh4EW8/Gr6oZbktX1YSAfZsv35ge0jYE+pWN9r606bts3ntjoiwl0c8nZ+byxOq9rC+uiHY4xoSFJRtjYsC35k5kcFoy33pqPU0trdEOx5geZ8nGmBiQmZrID+ZPZcuhau5/Y2e0wzGmx4Ut2YjIQyJSKiIbA8oGichiEdnuPge6chGRe0Vkh5sSZ0bAOQtc/e0isiCgfKabOmeHO1eC3cOYWHfplKFcfupQfrV0O++X1UQ7HGN6VDhbNo/gzTwQ6E5gqaqOA5a67+C9NDrObbcC94GXOIC7gNOB2cBdAcnjPle37by5XdzDmJj33aunkJLg4zt/20Brq0Y7HGN6TNiSjaq+AbQfyzkPb2YC3Of8gPJH1bMCGCAiw4BLgcWqWq6qR4HFwFx3LENVl7tlEB5td62O7mFMzBuSnsJ/XjGZVbvL+fOqvdEOx5geE+lnNjmqehDAfQ5x5SOAfQH1il1ZsPLiDsqD3eMjRORWESkSkaKyMnuD28SGawtzOWtsFve8vIVDlfXRDseYHhErAwSkgzI9gfJuUdX7VbVQVQuzs7O7e7oxYSEi/O/HT6O5tZX//PtGvMa7Mb1bpJNNiesCw322zT5YDOQF1MsFDnRRnttBebB7GNNrjMzqxzcunsCSzSW8uOFgtMMx5qRFOtk8B7SNKFsAPBtQfoMblTYHqHRdYIuAS0RkoBsYcAmwyB2rFpE5bhTaDe2u1dE9jOlVbjorn1NHZPIfz2y0BdZMrxfOoc9/AZYDE0SkWERuBu4BLhaR7cDF7jvAS8BOYAfwB+ArAKpaDvwAWO2277sygC8DD7hz3gdeduWd3cOYXiXB7+M3n5nBsMwUbnx4NT96ZYu98Gl6LbH+YE9hYaEWFRVFOwxjPqK+qYXvPb+Jv6zay8xRA/n1p6czfEBqtMMyBgARWaOqhV3Vi5UBAsaYTqQk+vnfa07l3k9PZ8vBKi6/958s2VQS7bCM6RZLNsb0ElcXDOeFr53N8MxUbnm0iB++sMm61UyvYcnGmF5k9OD+PP2VM7nhjFE88OYubn9iLc2WcEwvkBDtAIwx3ZOS6Of786aSN7Afd7+0mSS/j59eW4Df19HrZ8bEBks2xvRSXzxnDI0trfxk0VYS/cI915yGzxKOiVGWbIzpxW47fywNza3cu3Q7iX4fP5w/FTcBujExxZKNMb3c/7toHI3Nrfzu9fdJ9Pu466rJlnBMzLFkY0wvJyJ8e+4EmlpaefDNXSQn+LjzsomWcExMsWRjTB8gIvznFZNoamnl92/spFWV71w2yZ7hmJhhycaYPkJE+O5VUwD4wz93sbe8jl9cN41+Sfbf3ESfvWdjTB/i8wnfu3oK/3XlZBZvKuHa3y23NXFMTLBkY0wfIyLc/LHRPLCgkD1H6pj3mzfZUFwZ7bBMnLNkY0wfdcHEHJ768hkk+Hxc+/u3eWWjrYtjoseSjTF92MShGTz71bOYPCyDLz32Dvcu3W7zqZmosGRjTB83OC2ZP39xDvOnDefni7dx6S/fYOnmEltu2kSUJRtj4kBKop9fXDeNBxd4y47cvLCIzz24kk0HqqIcmYkXlmyMiRMiwoWTclh0+zl896rJvHegiit+/U++/dR6SqttxJoJL1up07GVOk28qaxr4tevbmfh8t0k+n18bs4objwz31YBNd0S6kqdlmwcSzYmXu0+XMvPF2/jxQ0HEeCqguHccvZopgzPjHZophewZNNNlmxMvNtXXsfDb+3midV7qW1s4ayxWXzx7DGcOz7b5lkznbJk002WbIzxVB5r4i+r9vLwW7soqWogq38SU0dkcuqITE7N9T6HZaZYAjKAJZtus2RjzIc1Nrfy0oaDvLXjMBv2V7K9tIaWVu/3xeC0JMbnpDOwXxIZqQlkpCSSkZpIRkoCGamJDOyXxKD+SWSleZ/JCf4o/zQmXEJNNjZDnzGmQ0kJPuZPH8H86SMAqG9qYdPBKjbur2R9cSU7y2rYWlJN1bEmquqbqG/q/GXR9OQEBqUlkZ2WTE5GCkMyvM+cjGRy0lMY4vbTUxIj9eOZCOuzyUZE5gK/AvzAA6p6T5RDMqZXS0n0M2PkQGaMHNjh8YbmFqqONVN5rImjdY0cqWmkvLaR8toGDrv9suoGNh+q4vVtDdQ0NH/kGv2T/MeT0dCMFHIyUsjsl0h6ims1pSSSnpJA+vHPBPonJdhSCr1An0w2IuIHfgNcDBQDq0XkOVXdFN3IjOm7khP8ZKf7yU5PDql+TUMzpVX1lFQ1UFJV77YGSqrrKamsZ83eo5RUNdDYHHx6HRFIS0ogzSWftOQE+icn0C/JT/+kBPol++mX5H1PTvCTlOAjKcFHst93fD8l0UdqolenX5Kf1KQPzkny+yyZ9YA+mWyA2cAOVd0JICKPA/MASzbGxIi05ATSstMYk53WaR1VpaG5lar6JqqONVNd30RVfTNVx5qoafC+19Q3U93QTHV9s9tvcomsgdrGZo41tlDb2By0m68rfp+Q5PeR6BcvQfl9pLhkluoSVNt+aqKXrFISfCQnet9TEv2kJHqJLdH/0WSX4POu7fcJiX4fCX4hwefD75MPNhF8PvCL9723DdDoq8lmBLAv4HsxcHqUYjHGnCARcb+o/QxJP7lrtbQqjc2tNDa30tDS4n267/VNLRxrbKGusYW6phaONTZT19jCsaYWmpqVxpYWmlrc+S3eOceaWqhr8OodqWlkX2Pd8XPqm1pOKrmFQgSXgOR4AvIJ7tMr9wnevggi3jnHv7triAgPLZjFyKx+YY23ryabjlL+R4bdicitwK0AI0eODHdMxpgo8vvEa3kk+YHwD0Roa5W1JZ76ppbjier4p9uaW1tpblWaW5SmFrffqjS3tNLSqrSq0tKK+9SAMqVFldbWD463lbeqF4NXBq2tiuLVUXWfLs6khPDPXNZXk00xkBfwPRc40L6Sqt4P3A/e0OfIhGaMiQeBrTLTdyfiXA2ME5HRIpIEXA88F+WYjDEmbvXJlo2qNovIV4FFeEOfH1LV96IcljHGxK0+mWwAVPUl4KVox2GMMabvdqMZY4yJIZZsjDHGhJ0lG2OMMWFnycYYY0zYWbIxxhgTdraejSMiZcCebpwyGDgcpnBimf3c8cV+7vjT3Z99lKpmd1XJks0JEpGiUBYM6mvs544v9nPHn3D97NaNZowxJuws2RhjjAk7SzYn7v5oBxAl9nPHF/u5409YfnZ7ZmOMMSbsrGVjjDEm7CzZdJOIzBWRrSKyQ0TujHY8kSIiD4lIqYhsjHYskSQieSKyTEQ2i8h7IvL1aMcUCSKSIiKrRGSd+7m/F+2YIklE/CLyroi8EO1YIkVEdovIBhFZKyJFPX5960YLnYj4gW3AxXgLtK0GPq2qm6IaWASIyDlADfCoqk6NdjyRIiLDgGGq+o6IpANrgPl9/d9cvAXu+6tqjYgkAm8CX1fVFVEOLSJE5A6gEMhQ1SujHU8kiMhuoFBVw/J+kbVsumc2sENVd6pqI/A4MC/KMUWEqr4BlEc7jkhT1YOq+o7brwY2AyOiG1X4qafGfU10W1z8ZSoiucAVwAPRjqUvsWTTPSOAfQHfi4mDXzzGIyL5wHRgZXQjiQzXlbQWKAUWq2pc/NzAL4FvAa3RDiTCFPiHiKwRkVt7+uKWbLpHOiiLi7/24p2IpAF/A25X1apoxxMJqtqiqtOAXGC2iPT57lMRuRIoVdU10Y4lCs5S1RnAZcBtruu8x1iy6Z5iIC/gey5wIEqxmAhxzyz+BvxJVZ+OdjyRpqoVwGvA3CiHEglnAVe75xePAxeIyGPRDSkyVPWA+ywFnsF7bNBjLNl0z2pgnIiMFpEk4HrguSjHZMLIPSh/ENisqj+PdjyRIiLZIjLA7acCFwFbohtV+Knqd1Q1V1Xz8f5/v6qqn4tyWGEnIv3dABhEpD9wCdCjI08t2XSDqjYDXwUW4T0oflJV34tuVJEhIn8BlgMTRKRYRG6OdkwRchbweby/cNe67fJoBxUBw4BlIrIe74+sxaoaN8OA41AO8KaIrANWAS+q6is9eQMb+myMMSbsrGVjjDEm7CzZGGOMCTtLNsYYY8LOko0xxpiws2RjjDEm7CzZGGOMCTtLNsY4ItLi3qPZKCLPt73U2I3zvysi33T73xeRi3ogplQRed3NOB4RIvKAiEzuos5XReSmSMVkej97z8YYR0RqVDXN7S8Etqnq3d04/7tAjar+tAdjug1IUNVfhVhf8P5fh3USSRHpB7ylqtPDeR/Td1jLxpiOLcfN6C0iaSKyVETecYtLHV9WQkT+wy2mtwSYEFD+iIh80u3vFpHBbr9QRF5z++cGzErwbtt0Ie18Fng2WBwiku8Wd/st8A6Q5xb5e8ctfrbU1fuuiCwUkX+4mK4RkR+7a73i5oBDRF4TkUK3XyMid7vrrBCRHABVrQN2i0iPzp9l+i5LNsa047qsLuSDee/qgY+7GXHPB34mnpl482dNB64BZnXzVt8EbnMzK58NHGsXRxIwRlV3B4vDHZuAt7DddKAO+APwCVUtAK4NuOwpeGu1zAMeA5ap6qnu3ld0EGN/YIW7zhvAFwOOFbm4jemSJRtjPpDq1m85AgwCFrtyAf7HzRO2BK/Fk4P3i/YZVa1zyw50d1LWt4Cfi8jXgAFu7r1Ag4GKgO+dxQGwJ2AVzTnAG6q6C0BVAxe9e1lVm4ANgB9om/9qA5DfQYyNQNucaGva1SkFhnf9YxpjycaYQMdcK2MUkATc5so/C2QDM93xEiDFHQvloWczH/xfazsPVb0HuAVIBVaIyMT28QTW7yKO2oB6EiSuBnfvVqBJP3ho2wokdFA/sE5LuzoptGuNGdMZSzbGtKOqlcDXgG+65xiZeAtqNYnI+XjJCLxupY+7EWPpwFWdXHI3MNPtf6KtUEROUdUNqvojvC6pDyUbVT0K+EWkLaF0Fkd7y4FzRWS0u8+gUH/2bhpPD09Db/ouSzbGdEBV3wXW4T2T+RNQKCJFeK2LLa7OO8ATwFq8xdX+2cnlvgf8SkT+idc6aHO7G2a9Dq+F8HIH5/4D+Jjb7zCODmIvA24FnnbXfiKkH7r7zsLrzjOmSzb02ZgYJiLTgTtU9fPRjiVQrMZlYpe1bIyJYa6FtSySL3WGaDDwX9EOwvQe1rIxxhgTdtayMcYYE3aWbIwxxoSdJRtjjDFhZ8nGGGNM2FmyMcYYE3b/H+JuC8AT2ymgAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from astropy.wcs import WCS\n", "from astropy.io import fits \n", "from astropy.coordinates import SkyCoord\n", "from astropy.visualization import quantity_support\n", " \n", "# open image\n", "image_hdu = fits.open('data/casa_1.5-3.0keV.fits.gz')['PRIMARY']\n", "wcs = WCS(image_hdu.header)\n", "image_data = image_hdu.data\n", "\n", "# define position and integration radius\n", "pos_casa = SkyCoord('23h23m27.94s', '+58d48m42.4s', frame='icrs')\n", "\n", "# create an array of sky positions for each pixel\n", "yp, xp = np.indices(image_data.shape)\n", "sky_positions = SkyCoord.from_pixel(xp=xp, yp=yp, wcs=wcs)\n", "\n", "# calculate separation image\n", "separation = pos_casa.separation(sky_positions)\n", "\n", "# initialize radius arrays\n", "radii = np.linspace(0, 5, 50).reshape(-1, 1, 1) * u.arcmin\n", "radii_min, radii_max = radii[:-1], radii[1:]\n", "\n", "# mask out the annulus regions\n", "mask = (separation > radii_min) & (separation < radii_max)\n", "\n", "data_masked = mask * image_data.reshape(-1, 1024, 1024)\n", "data_summed = data_masked.sum(axis=-1).sum(axis=-1)\n", "\n", "radius_center = (radii_min[:, 0, 0] + radii_max[:, 0, 0]) / 2.\n", "\n", "r_dr = radius_center * (radii_max - radii_min).squeeze()\n", "\n", "with quantity_support():\n", " plt.plot(radius_center, data_summed / (2 * np.pi * r_dr))\n", " plt.xlabel('Radius (arcmin)')\n", " plt.ylabel('Profile Amplitude (A.U.)')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Note:** Even if we avoided the Python loop by expanding the Numpy data array in the third dimension, this is still not\n", "the most efficient implementation to measure radial profiles on images. Better solutions are based on counting pixels by indices. E.g. look at the implementation proposed here: https://stackoverflow.com/questions/21242011/most-efficient-way-to-calculate-radial-profile/21242776#2124277e." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Plotting of sky images (optional)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- (*easy*) Make a combined plot of the Chandra data for all energy bands side by side (one row, three columns)\n", "and put the energy information in the title of the subplot. You can use e.g. `plt.sublots()`. " ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from astropy.io import fits\n", "from astropy.wcs import WCS\n", "\n", "# We define a figure size, that has an aspect ratio to accomodate three plots side by side\n", "fig = plt.figure(figsize=(12, 3))\n", "filenames = ['data/casa_0.5-1.5keV.fits.gz', 'data/casa_1.5-3.0keV.fits.gz', 'data/casa_4.0-6.0keV.fits.gz']\n", "\n", "# For convenience we use a Python loop here, but the same can be achieved\n", "# by copy and pasting the code for one energy band\n", "for idx, filename in enumerate(filenames):\n", " image_hdu = fits.open(filename)['PRIMARY']\n", " wcs = WCS(image_hdu.header)\n", " ax = plt.subplot(1, 3, idx + 1, projection=wcs)\n", " ax.imshow(image_hdu.data, origin='lower', cmap='afmhot')\n", " \n", " # We extract the energy range from the filename, by setting it \"by hand\" is also fine\n", " energy_range = filename[10:20]\n", " ax.set_title('Energy range: {}'.format(energy_range))\n", " \n", " ax.set_xlabel('RA (deg)')\n", " ax.set_ylabel('DEC (deg)')\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- (*advanced*) Make a combined RGB image of the Chandra data in different energy bands. Therefore you have to\n", "renormalize the data per energy band to the maximum value of respective energy band and combine the data into a 3d array with a shape that is recognised by `plt.imshow()` (check the matplotlib documentation!)." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from astropy.visualization import AsinhStretch\n", "\n", "# use asinh stretching to brighten up the image\n", "stretch = AsinhStretch(0.1)\n", "\n", "data_rgb = []\n", "\n", "for filename in filenames:\n", " image_hdu = fits.open(filename)['PRIMARY']\n", " data = image_hdu.data\n", " data /= data.max()\n", " data = stretch(data)\n", " data_rgb.append(data)\n", "\n", "data_rgb_stacked = np.stack(data_rgb, axis=2)\n", "\n", "plt.figure(figsize=(10, 10))\n", "ax = plt.subplot(projection=wcs)\n", "ax.imshow(data_rgb_stacked, origin='lower')\n", "\n", "ax.set_xlabel('RA (deg)')\n", "ax.set_ylabel('DEC (deg)')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Acknowledgements\n", "![](asterics_log.png)\n", "\n", "This tutorial was supported by the H2020-Astronomy ESFRI and Research Infrastructure Cluster (Grant Agreement number: 653477)." ] } ], "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": "3.7.0" } }, "nbformat": 4, "nbformat_minor": 2 }