{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Image Subtraction Module\n", "\n", "**Lecturer:** Christoffer Fremling
\n", "**Jupyter Notebook Authors:** Igor Andreoni, Christoffer Fremling and Cameron Hummels\n", "\n", "This is a Jupyter notebook lesson taken from the GROWTH Summer School 2019. For other lessons and their accompanying lectures, please see: http://growth.caltech.edu/growth-school-2019.html\n", "\n", "## Objective\n", "Learn how to perform image subtraction to discover astronomical transients from multiple consecutive images.\n", "\n", "## Key steps\n", "- Register science and reference images (make them aligned and of the same size)\n", "- PSF extraction, using PSFex\n", "- PSF matching by convolution\n", "- [Zero-point calibration]\n", "- Image subtraction\n", "\n", "## Required dependencies\n", "\n", "See GROWTH school webpage for detailed instructions on how to install these modules and packages. Nominally, you should be able to install the python modules with `pip install `. The external astromatic packages are easiest installed using package managers (e.g., `rpm`, `apt-get`).\n", "\n", "### Python modules\n", "* python 3\n", "* astropy\n", "* numpy\n", "* scipy\n", "* matplotlib\n", "* pytest\n", "* photutils\n", "\n", "### External packages\n", "* SWarp https://www.astromatic.net/software\n", "* SExtractor https://www.astromatic.net/software\n", "* PSFex https://www.astromatic.net/software\n", "* ds9 http://ds9.si.edu/site/Home.html " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Import the relevant packages\n", "\n", "import numpy as np\n", "from astropy.io import fits #FITS files handling\n", "import os #Call commands from outside Python\n", "from astropy.io import ascii #Read/write ascii files\n", "\n", "# Useful to smooth the images with a Gaussian kernel before the subtraction\n", "from scipy.signal import convolve as scipy_convolve\n", "from astropy.convolution import convolve \n", "from astropy.convolution import Gaussian2DKernel\n", "from astropy.stats import sigma_clipped_stats\n", "\n", "from astropy.coordinates import SkyCoord\n", "from astropy import units as u\n", "\n", "# Background subtraction\n", "from astropy.stats import SigmaClip\n", "from photutils import Background2D, MedianBackground\n", "from photutils import make_source_mask\n", "\n", "# Plot\n", "import matplotlib.pyplot as plt\n", "\n", "# Running external programs\n", "import subprocess\n", "import shutil" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Test dependencies\n", "\n", "In order for this jupyter notebook to function correctly, we must have some external software installed, as described above. The following step assures that these are installed properly before getting to the rest of the content of this lesson." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "scrolled": true }, "outputs": [], "source": [ "def test_dependency(dep, alternate_name=None):\n", " \"\"\"\n", " Test external dependency by trying to run it as a subprocess\n", " \"\"\"\n", " try:\n", " subprocess.check_output(dep, stderr=subprocess.PIPE, shell=True)\n", " print(\"%s is installed properly as %s. OK\" % (dep, dep))\n", " return 1\n", " except subprocess.CalledProcessError:\n", " try:\n", " subprocess.check_output(alternate_name, stderr=subprocess.PIPE, shell=True)\n", " print(\"%s is installed properly as %s. OK\" % (dep, alternate_name))\n", " return 1\n", " except subprocess.CalledProcessError:\n", " print(\"===%s/%s IS NOT YET INSTALLED PROPERLY===\" % (dep, alternate_name))\n", " return 0\n", " \n", "dependencies = [('sextractor', 'sex'), ('SWarp', 'swarp'), ('psfex', 'PSFEx'), ('ds9', 'DS9')]\n", "i = 0\n", "for dep_name1, dep_name2 in dependencies:\n", " i += test_dependency(dep_name1, dep_name2)\n", "print(\"%i out of %i external dependencies installed properly.\\n\" % (i, len(dependencies)))\n", "if i != len(dependencies):\n", " print(\"Please correctly install these programs before continuing by following the instructions in README.md.\")\n", "else:\n", " print(\"You are ready to continue.\") " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Set up paths and clear old temp files" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# remove temporary fits files in current working directory\n", "[os.remove(f) for f in os.listdir() if f.endswith('.fits')]\n", "\n", "# Set directory structure\n", "cwd = os.getcwd()\n", "proc_dir = os.path.join(cwd, 'processed')\n", "data_dir = os.path.join(cwd, 'data')\n", "out_dir = os.path.join(proc_dir, 'out')\n", "if os.path.isdir(proc_dir): \n", " shutil.rmtree(proc_dir)\n", "os.mkdir(proc_dir)\n", "\n", "for f in os.listdir(data_dir):\n", " shutil.copy2(os.path.join(data_dir, f), os.path.join(proc_dir, f))\n", "os.chdir(proc_dir)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reference and science images\n", "\n", "Define the reference and science images. Open them with ds9 to give them a look.
\n", "Also, what is the size of the images in pixel? This information will be useful when we want to align the images using Swarp." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "The dimension of the X axis of the reference image is \n", "1024\n", "The dimension of the Y axis of the reference image is \n", "2048\n" ] } ], "source": [ "# Reference image\n", "ref_image_name = os.path.join(data_dir, 'refimg_i.fits')\n", "ref_image = fits.open(ref_image_name)\n", "\n", "#Plot up the reference image\n", "mean, median, std = sigma_clipped_stats(ref_image[0].data)\n", "plt.figure(figsize=(8,8))\n", "#set the scale of the image based on its statistics\n", "plt.imshow(ref_image[0].data, vmin = median - 2*std, vmax = median + 2*std)\n", "plt.colorbar()\n", "plt.title('Reference image')\n", "plt.show()\n", "\n", "#Image size?\n", "print(\"The dimension of the X axis of the reference image is \")\n", "print(ref_image[0].header[\"NAXIS1\"])\n", "print(\"The dimension of the Y axis of the reference image is \")\n", "print(ref_image[0].header[\"NAXIS2\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's do the same for the science image. Can you already spot the Supernova? " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "The dimension of the X axis of the science image is \n", "1024\n", "The dimension of the Y axis of the science image is \n", "2048\n" ] } ], "source": [ "#Science image\n", "sci_image_name=os.path.join(data_dir, '20120419094409p.fits')\n", "sci_image = fits.open(sci_image_name)\n", "\n", "#Open the images \n", "##os.system('ds9 -zscale '+sci_image_name +' ' + ref_image_name +'&')\n", "\n", "#Plot up the science image\n", "mean, median, std = sigma_clipped_stats(sci_image[0].data)\n", "plt.figure(figsize=(8,8))\n", "#set the scale of the image based on its statistics\n", "plt.imshow(sci_image[0].data, vmin = median - 2*std, vmax = median + 2*std)\n", "plt.colorbar()\n", "plt.title('Science image')\n", "plt.show()\n", "\n", "#Image size?\n", "print(\"The dimension of the X axis of the science image is \")\n", "print(sci_image[0].header[\"NAXIS1\"])\n", "print(\"The dimension of the Y axis of the science image is \")\n", "print(sci_image[0].header[\"NAXIS2\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Align the images\n", "\n", "Use the AstrOmatic Swarp package to align the images. Swarp relies on the astrometric information of the image (in other words, on the sky coordinates), therefore both the science and reference images must be astrometrically calibrated (for example, using the AstrOmatic SCAMP package). In this module we assume that the input images are already calibrated." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Executing command: SWarp /home/growth/Downloads/working_copies/image_subtraction/data/20120419094409p.fits /home/growth/Downloads/working_copies/image_subtraction/data/refimg_i.fits -c /home/growth/Downloads/working_copies/image_subtraction/data/config.swarp -SUBTRACT_BACK N -RESAMPLE Y -RESAMPLE_DIR . -COMBINE N -IMAGE_SIZE 1800,900\n", "Success!\n" ] } ], "source": [ "#Swarp command\n", "try:\n", " command = \"SWarp %s %s -c %s -SUBTRACT_BACK N -RESAMPLE Y -RESAMPLE_DIR . -COMBINE N -IMAGE_SIZE 1800,900\" % (sci_image_name, ref_image_name, os.path.join(data_dir, 'config.swarp'))\n", " print('Executing command: %s' % command)\n", " rval = subprocess.run(command.split(), check=True)\n", " print('Success!')\n", "except subprocess.CalledProcessError as err:\n", " print('Could not run SWarp with exit error %s'%err)\n", "\n", "#Names of the aligned images\n", "sci_image_aligned_name=sci_image_name.replace(\".fits\", \".resamp.fits\").replace('data','processed')\n", "ref_image_aligned_name=ref_image_name.replace(\".fits\", \".resamp.fits\").replace('data','processed')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we attempt an image subtraction now, what does the result look like?" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Test image subtraction:\n", "ref_image_aligned=fits.open(ref_image_aligned_name)\n", "hdr_ref=ref_image_aligned[0].header #save fits header\n", "sci_image_aligned=fits.open(sci_image_aligned_name)\n", "hdr_sci=sci_image_aligned[0].header #save fits header\n", "image_sub = sci_image_aligned[0].data-ref_image_aligned[0].data\n", "hdu_image_sub=fits.PrimaryHDU(image_sub)\n", "hdu_image_sub.writeto(\"sub_test_0.fits\", overwrite = True)\n", "\n", "#Plot up the result of the image subtraction\n", "mean, median, std = sigma_clipped_stats(hdu_image_sub.data)\n", "plt.figure(figsize=(8,8))\n", "#set the scale of the image based on its statistics\n", "plt.imshow(hdu_image_sub.data, vmin = median - 2*std, vmax = median + 2*std, cmap='gray')\n", "plt.colorbar(shrink = 0.4)\n", "plt.title('Test image subtraction')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Background Subtraction\n", "- Mask sources in images\n", "- Use 3 sigma clipping, 15 iterations to filter data and accurately measure the backgorund\n", "- Then split image into 300x300 pixel boxes and apply 2x2 median filter" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [warnings]\n" ] } ], "source": [ "# Background subtraction. Import the relevant packages\n", "from astropy.stats import SigmaClip\n", "from photutils import Background2D, MedianBackground\n", "from photutils import make_source_mask\n", "mask_sci = make_source_mask(sci_image_aligned[0].data, snr=2, npixels=3, dilate_size=11)\n", "mask_ref = make_source_mask(ref_image_aligned[0].data, snr=2, npixels=3, dilate_size=11)\n", "\n", "sci_image_aligned_name=os.path.join(proc_dir, \"bg_sub_sci.fits\")\n", "ref_image_aligned_name=os.path.join(proc_dir, \"bg_sub_ref.fits\")\n", "\n", "# remove temporary fits files\n", "if os.path.exists(sci_image_aligned_name): os.remove(sci_image_aligned_name)\n", "if os.path.exists(ref_image_aligned_name): os.remove(ref_image_aligned_name)\n", "\n", "sigma_clip = SigmaClip(sigma=3, iters=15) # Sigma clipping\n", "bkg_estimator = MedianBackground()\n", "bkg_sci = Background2D(sci_image_aligned[0].data, (200, 150), filter_size=(3, 3), sigma_clip=sigma_clip, bkg_estimator=bkg_estimator, mask=mask_sci)\n", "bkg_ref = Background2D(ref_image_aligned[0].data, (200, 150), filter_size=(3, 3), sigma_clip=sigma_clip, bkg_estimator=bkg_estimator, mask=mask_ref)\n", "\n", "#Remove the background from the science image\n", "sci_image_aligned[0].data = sci_image_aligned[0].data-bkg_sci.background\n", "hdu_image_sub=fits.PrimaryHDU(sci_image_aligned[0].data-bkg_sci.background)\n", "hdu_image_sub.writeto(sci_image_aligned_name)\n", "\n", "#Remove the background from the reference image\n", "ref_image_aligned[0].data = ref_image_aligned[0].data-bkg_ref.background\n", "hdu_image_sub=fits.PrimaryHDU(ref_image_aligned[0].data-bkg_ref.background)\n", "hdu_image_sub.writeto(ref_image_aligned_name)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What do the background-subtracted images look like?" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Executing command: ds9 -zscale /home/growth/Downloads/working_copies/image_subtraction/processed/bg_sub_sci.fits /home/growth/Downloads/working_copies/image_subtraction/processed/bg_sub_ref.fits\n", "Success!\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 9, "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": [ "#Display with ds9\n", "try:\n", " command = \"ds9 -zscale %s %s\" % (sci_image_aligned_name, ref_image_aligned_name)\n", " print('Executing command: %s' % command)\n", " rval = subprocess.run(command.split(), check=True)\n", " print('Success!')\n", "except subprocess.CalledProcessError as err:\n", " print('Could not run ds9 with exit error %s'%err)\n", "\n", "#Plot here the background image\n", "plt.imshow(bkg_sci.background, origin='lower', cmap='Greys_r')\n", "#plt.imshow(sci_image_aligned[0].data-bkg_sci.background, origin='lower', cmap='Greys_r')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## PSF matching\n", "\n", "The atmosphere heavily affects the PSF of the images by determining the \"seeing\" conditions. The seeing for ground-based optical telescopes is usually measured as the FWHM of the imaging PSF. Properties of the atmosphere can change very rapidly, so it is rare that science and reference images are characterized by the same seeing. Therefore their PSFs are usually different, which is a problem for image subtraction. \n", "\n", "\n", "### Generate the kernel for the convolution\n", "\n", "The PSF of the science and reference images can be matched in several different ways. Here we start by performing a first source extraction on both the science image. We can use the catalogs of sources that we obtain for two main purposes:
\n", "1. Measure the PSF of the science frame, using PSFex or photutils\n", "2. Obtain instruments magnitudes that will be the basis for the zero-point calibration (see Photometry module). " ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Executing command: sextractor /home/growth/Downloads/working_copies/image_subtraction/processed/bg_sub_sci.fits -c /home/growth/Downloads/working_copies/image_subtraction/data/prepsfex.sex -CATALOG_NAME /home/growth/Downloads/working_copies/image_subtraction/data/prepsfex.cat -MAG_ZEROPOINT 25.0\n", "\n", "Success!\n" ] } ], "source": [ "if os.path.exists('prepsfex.cat'): #Remove possible temporary files\n", " os.remove(\"prepsfex.cat\") \n", "try:\n", " command = \"sextractor %s -c %s -CATALOG_NAME %s -MAG_ZEROPOINT 25.0\" % (sci_image_aligned_name, os.path.join(data_dir, 'prepsfex.sex'), os.path.join(data_dir, 'prepsfex.cat'))\n", " print('Executing command: %s\\n' % command)\n", " rval = subprocess.run(command.split(), check=True)\n", " print('Success!')\n", "except subprocess.CalledProcessError as err:\n", " print('Could not run SExtractor with exit error %s'%err)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we use another software part of the AstrOmatic suite, PSFex, to measure the PSF of the science image. PSFex estimates the PSF based on the information present in the catalog generated with SExtractor. Then, let's plot the PSF model obtained with PSFex" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/home/growth/Downloads/working_copies/image_subtraction/processed/out/proto_prepsfex.fits\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 11, "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": [ "#Run PSFex to compute PSF, read and display the final model; needs to output to \"out\" dir.\n", "if not os.path.isdir('out'): os.mkdir('out')\n", "shutil.copy2(os.path.join(data_dir, 'prepsfex.cat'), os.path.join(proc_dir, 'prepsfex.cat'))\n", "\n", "try:\n", " command = \"psfex prepsfex.cat -c psfex_conf.psfex\"\n", " print('Executing command: %s\\n' % command)\n", " rval = subprocess.run(command.split(), check=True)\n", " print('Success!')\n", "except subprocess.CalledProcessError as err:\n", " print('Could not run psfex with exit error %s'%err)\n", "\n", "psf_sci_image_name=os.path.join(out_dir,'proto_prepsfex.fits')\n", "print(psf_sci_image_name)\n", "psf_sci_image = fits.open(psf_sci_image_name)\n", "\n", "plt.imshow(psf_sci_image[0].data[0], cmap='gray')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Convolve the reference image with the PSF of the science image\n", "Now that the kernel is generated, let's convolve the reference image with the PSF of the science frame. " ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Convolve the reference image with the PSF of the science frame\n", "if os.path.exists(os.path.join(proc_dir, 'ref_convolved.fits')): \n", " os.remove(os.path.join(proc_dir, 'ref_convolved.fits'))\n", "\n", "kernel_sci = psf_sci_image[0].data[0]\n", "ref_image_aligned=fits.open(ref_image_aligned_name)\n", "ref_conv = scipy_convolve(ref_image_aligned[0].data, kernel_sci, mode='same', method='fft')\n", "\n", "#Create a new fits file for the convolved image\n", "hdu_ref_conv = fits.PrimaryHDU(ref_conv,hdr_ref)\n", "hdu_ref_conv.writeto(os.path.join(proc_dir, \"ref_convolved.fits\"))\n", "\n", "#Plot up the convolved reference image\n", "mean, median, std = sigma_clipped_stats(hdu_ref_conv.data)\n", "plt.figure(figsize=(8,8))\n", "#set the scale of the image based on its statistics\n", "plt.imshow(hdu_ref_conv.data, vmin = median - 2*std, vmax = median + 2*std)\n", "plt.colorbar(shrink = 0.4)\n", "plt.title('Convolved reference image')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Convolve the science image with the PSF of the reference image\n", "\n", "Same as above, but this time we generate a kernel with the properties of the PSF of the reference image. Then, we convolve the science image with this kernel." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Executing command: sextractor /home/growth/Downloads/working_copies/image_subtraction/processed/bg_sub_ref.fits -c prepsfex.sex -CATALOG_NAME prepsfex.cat -MAG_ZEROPOINT 25.0\n", "\n", "Success!\n" ] } ], "source": [ "#SExtractor command for the ref image\n", "if os.path.exists('prepsfex.cat'): \n", " os.remove(\"prepsfex.cat\")\n", "\n", "try:\n", " command = command=\"sextractor %s -c prepsfex.sex -CATALOG_NAME prepsfex.cat -MAG_ZEROPOINT 25.0\" % ref_image_aligned_name\n", " print('Executing command: %s\\n' % command)\n", " rval = subprocess.run(command.split(), check=True)\n", " print('Success!')\n", "except subprocess.CalledProcessError as err:\n", " print('Could not run SExtractor with exit error %s'%err)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Executing command: psfex prepsfex.cat -c psfex_conf.psfex\n", "\n", "Success!\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Run PSFex to compute PSF, read and display the final model \n", "if os.path.exists(os.path.join(out_dir,'proto_prepsfex.fits')): \n", " os.remove(os.path.join(out_dir, 'proto_prepsfex.fits'))\n", "\n", "try:\n", " command = \"psfex prepsfex.cat -c psfex_conf.psfex\"\n", " print('Executing command: %s\\n' % command)\n", " rval = subprocess.run(command.split(), check=True)\n", " print('Success!')\n", "except subprocess.CalledProcessError as err:\n", " print('Could not run psfex with exit error %s'%err)\n", "\n", "psf_ref_image_name = os.path.join(out_dir, 'proto_prepsfex.fits')\n", "psf_ref_image = fits.open(psf_ref_image_name)\n", "\n", "plt.imshow(psf_ref_image[0].data[0], cmap='gray')\n" ] }, { "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": [ "kernel_ref = psf_ref_image[0].data[0]\n", "\n", "# Read the SCIENCE image and convolve it with the PSF of the reference frame\n", "sci_image_aligned=fits.open(sci_image_aligned_name)\n", "sci_conv = scipy_convolve(sci_image_aligned[0].data, kernel_ref, mode='same', method='fft')\n", "\n", "#Create a new fits file for the convolved image\n", "hdu_sci_conv = fits.PrimaryHDU(sci_conv,hdr_sci)\n", "hdu_sci_conv.writeto(\"sci_convolved.fits\")\n", "\n", "#Plot up the convolved science image\n", "mean, median, std = sigma_clipped_stats(hdu_sci_conv.data)\n", "plt.figure(figsize=(8,8))\n", "#set the scale of the image based on its statistics\n", "plt.imshow(hdu_sci_conv.data, vmin = median - 2*std, vmax = median + 2*std)\n", "plt.colorbar(shrink = 0.4)\n", "plt.title('Convolved science image')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Improving the alignment\n", "Now that the science image is convolved with (an approximation of) the PSF of the reference image, \n", "and the reference image is convolved with the PSF of the science image, we can perform the image subtraction.\n", "\n", "- Before the subtraction we use an fft method (chi_2_shift) to fine-tune the image alignment of the reference and science image" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/growth/miniconda3/lib/python3.7/site-packages/image_registration/fft_tools/convolve_nd.py:269: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", " bigarray[arrayslices] = array\n", "/home/growth/miniconda3/lib/python3.7/site-packages/image_registration/fft_tools/convolve_nd.py:270: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", " bigkernel[kernslices] = kernel\n", "/home/growth/miniconda3/lib/python3.7/site-packages/image_registration/fft_tools/convolve_nd.py:325: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", " result = rifft[arrayslices].real\n", "/home/growth/miniconda3/lib/python3.7/site-packages/image_registration/fft_tools/zoom.py:101: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", " outarr[ii] = outarr_d[dims]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.572265625 0.076171875\n" ] } ], "source": [ "#Test image subtraction:\n", "from image_registration import chi2_shift\n", "from image_registration.fft_tools import shift\n", "import scipy\n", "from scipy import ndimage, misc\n", "import matplotlib.pyplot as plt\n", "import numpy.fft\n", "\n", "# Fine tuning of image alignment\n", "xoff, yoff, exoff, eyoff = chi2_shift(ref_conv, sci_conv, 10, return_error=True, upsample_factor='auto')\n", "print(xoff,yoff)\n", "\n", "sci_conv_shift=scipy.ndimage.shift(sci_conv, [-yoff, -xoff], order=3, mode='reflect', cval=0.0, prefilter=True)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Normalization of the images\n", "\n", "The science and reference images are usually obtained with different exposure times. In addition, the reference image can be the stack of several images to increase the depth. Finally, different CCDs of the same camera (or even different regions of the same CCD when multiple amplifiers are present) may have slightly different gain.
\n", "\n", "The background subtraction should have removed the non-linear offsets between science and reference images. We can therefore normalize the two images by computing the ratio of bright star fluxes in the two images. Once again, we use SExtractor to extract the flux and other quantities." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "# Normalize images using the stars in the image\n", "\n", "#Run SExtractor on the science image\n", "sextractor_command = \"sextractor sci_convolved.fits -c prepsfex.sex -CATALOG_NAME sci_match.cat -MAG_ZEROPOINT 25.0 -CATALOG_TYPE=ASCII_HEAD\"\n", "\n", "try:\n", " command = sextractor_command\n", " print('Executing command: %s\\n' % command)\n", " rval = subprocess.run(command.split(), check=True)\n", " print('Success!')\n", "except subprocess.CalledProcessError as err:\n", " print('Could not run SExtractor with exit error %s'%err)\n", "\n", "cat_sci = ascii.read('sci_match.cat')\n", "\n", "\n", "#Run SExtractor on the reference image\n", "sextractor_command = \"sextractor ref_convolved.fits -c prepsfex.sex -CATALOG_NAME ref_match.cat -MAG_ZEROPOINT 25.0 -CATALOG_TYPE=ASCII_HEAD\"\n", "\n", "try:\n", " command = sextractor_command\n", " print('Executing command: %s\\n' % command)\n", " rval = subprocess.run(command.split(), check=True)\n", " print('Success!')\n", "except subprocess.CalledProcessError as err:\n", " print('Could not run SExtractor with exit error %s'%err)\n", "cat_ref=ascii.read('ref_match.cat')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Match the catalog of sources of the reference and science images. Calculate the ratio between the flux of source in the science image over the flux of sources in the reference image." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1307.4404 336.0891 1308.3041 334.046\n", "651472.8 2253524.0\n", "1715.7888 50.3508 1716.6487 50.7292\n", "2919.975 9292.723\n", "989.4865 36.1106 989.7034 36.4439\n", "496.8632 1760.206\n", "824.3469 6.8587 825.5301 6.638\n", "111479.9 320043.0\n", "1326.342 20.3914 1327.2452 20.7808\n", "4020.154 12751.94\n", "486.3967 21.6124 487.562 20.3622\n", "587.6872 2021.381\n", "1004.6854 868.2502 1004.7606 869.0113\n", "627.3826 2062.861\n", "1369.2184 895.2587 1369.7913 893.0807\n", "26483.88 31209.88\n", "1139.5363 818.4732 1153.4922 873.0015\n", "13604.51 627.0291\n", "1534.5369 857.9026 1535.7301 859.6194\n", "728.8522 3655.551\n", "101.7102 857.9676 100.7837 858.4355\n", "1282.349 4143.87\n", "590.6655 814.0704 590.8465 813.879\n", "156837.7 528038.0\n", "704.8513 855.9346 704.2143 855.5515\n", "1331.656 4858.137\n", "942.095 838.1228 941.8206 837.4998\n", "569.4036 1835.311\n", "1094.1759 852.9767 1094.6216 853.0528\n", "3291.538 11230.72\n", "1139.5363 818.4732 1139.7107 818.1718\n", "13604.51 47744.27\n", "26.1865 823.9939 26.0088 824.3149\n", "963.9858 3500.531\n", "1096.5757 820.5004 1095.8405 819.9836\n", "549.3563 3515.232\n", "865.2557 801.5339 865.4846 802.5891\n", "2189.82 7305.347\n", "348.6858 800.5801 348.6887 800.9792\n", "1743.578 6068.929\n", "967.2813 788.6882 966.2339 788.3749\n", "1957.195 6165.656\n", "1526.4729 789.1428 1527.2566 788.9078\n", "1978.886 6543.973\n", "58.4631 792.6835 57.9063 793.7729\n", "339.4756 1844.107\n", "426.8611 785.0707 428.2927 786.1447\n", "958.0468 3790.296\n", "493.6175 761.9312 471.8565 791.9683\n", "580.2625 986.5802\n", "843.3252 771.2743 843.5197 770.931\n", "3493.601 11418.51\n", "70.2446 759.2386 69.329 758.8787\n", "1542.78 6586.326\n", "493.6175 761.9312 493.6544 761.6369\n", "580.2625 1749.379\n", "935.9514 752.2814 935.8901 751.705\n", "2032.108 8306.979\n", "1731.924 752.2356 1732.6384 754.4844\n", "403.6363 952.634\n", "1355.9746 748.3876 1357.3074 748.3896\n", "441.4305 1251.326\n", "1162.9747 745.5599 1164.0452 745.1471\n", "706.9064 3135.146\n", "352.8905 742.475 351.8022 742.4783\n", "373.2087 1922.609\n", "230.4661 739.9128 230.9833 739.1942\n", "536.1561 1118.231\n", "1668.2959 726.557 1668.6002 726.5767\n", "5873.38 21015.47\n", "255.4937 730.6091 254.9797 730.6711\n", "1032.282 2525.637\n", "1794.6632 729.9658 1793.9891 731.6024\n", "272.3101 1214.481\n", "931.6357 725.4043 932.2894 725.1449\n", "557.0006 2520.398\n", "449.1419 716.8032 449.5049 717.9985\n", "165.1539 747.1612\n", "437.221 692.4268 438.67 692.7363\n", "305.4562 1503.349\n", "723.5328 626.7635 723.7566 626.8039\n", "79622.31 274897.4\n", "462.6985 651.155 461.6394 651.0398\n", "244.674 545.7125\n", "278.7191 636.4144 278.6997 636.6849\n", "1314.119 3250.896\n", "211.1954 628.006 211.6926 627.8864\n", "1058.741 3919.839\n", "129.7976 624.9365 129.8166 625.4357\n", "2044.77 7068.42\n", "1342.7594 606.9783 1343.1217 607.4101\n", "275.7008 1711.297\n", "1089.3788 602.7543 1089.5057 602.256\n", "3067.968 10063.96\n", "129.7976 624.9365 103.9308 606.9385\n", "2044.77 1093.857\n", "568.5526 580.5348 568.993 580.5886\n", "1752.51 6159.887\n", "411.4061 574.5271 411.7411 573.8314\n", "989.4938 2389.868\n", "1081.5079 560.5482 1082.2012 560.3478\n", "14970.03 51515.83\n", "1429.6876 577.2727 1430.306 577.1677\n", "3327.188 11034.56\n", "707.9882 890.5663 708.514 890.0958\n", "506.3508 1630.051\n", "855.0543 507.9171 856.2205 506.8423\n", "411.5435 1009.149\n", "278.3008 429.6241 195.9658 494.5762\n", "16498.26 1038.307\n", "350.217 456.4214 350.7393 456.2532\n", "2544.63 9481.262\n", "335.6344 454.9604 335.9444 454.575\n", "2422.551 9658.513\n", "1574.235 474.8135 1575.0111 474.7204\n", "1446.555 5143.764\n", "1717.3147 467.6023 1718.5717 467.4328\n", "5636.654 19934.27\n", "374.2676 541.7355 374.2659 541.265\n", "353.256 613.7535\n", "278.3008 429.6241 278.6964 429.3744\n", "16498.26 57589.93\n", "1463.5232 511.6817 1463.9884 511.82\n", "2818.144 10334.56\n", "433.5878 397.8126 434.0927 397.7597\n", "3460.077 12372.07\n", "552.1423 399.7553 552.3612 398.7852\n", "312.2324 1479.695\n", "644.9651 389.4753 646.224 389.5564\n", "791.691 2884.686\n", "22.5811 388.9146 22.7882 388.811\n", "797.3258 2668.008\n", "1767.859 379.3983 1768.2325 379.8269\n", "1217.849 3842.359\n", "22.5811 388.9146 77.4794 384.1741\n", "797.3258 882.8976\n", "708.9019 379.0284 709.8181 378.7561\n", "348.3668 1664.337\n", "609.8321 373.9482 610.4021 372.6742\n", "703.8999 2877.248\n", "494.4212 358.6339 495.2029 358.3848\n", "5629.839 19451.8\n", "865.9969 359.9691 868.3767 361.2997\n", "496.1679 2247.335\n", "438.2054 345.4932 440.0637 346.7479\n", "333.8689 1189.671\n", "49.1226 314.4248 49.0457 314.6785\n", "427.1208 1821.7\n", "1636.6123 309.1001 1637.4702 309.7581\n", "300.389 784.697\n", "214.6552 282.3522 215.2468 281.8102\n", "80881.34 275954.8\n", "534.7634 296.5371 535.7922 295.7406\n", "465.4218 2215.764\n", "1145.457 224.9014 1070.3884 278.3593\n", "267.4777 1003.717\n", "130.6825 275.8024 131.3335 275.666\n", "442.1817 2657.482\n", "86.5915 268.3777 85.6523 269.4825\n", "485.4805 2446.421\n", "156.5927 265.2281 158.6548 262.7082\n", "271.3367 7655.383\n", "628.6154 228.5701 684.1796 263.2155\n", "375.4998 1756.098\n", "348.2822 257.4895 349.3839 256.7439\n", "400.1925 6949.453\n", "348.2822 257.4895 409.4536 252.0032\n", "400.1925 4581.044\n", "861.645 233.2094 904.9395 266.8738\n", "1313.643 1898.477\n", "348.2822 257.4895 431.0288 244.0005\n", "400.1925 2283.784\n", "1639.571 235.3087 1639.4666 235.1931\n", "703.1941 2224.841\n", "841.9728 228.2311 842.8556 227.6655\n", "3862.442 12282.8\n", "861.645 233.2094 863.1032 232.3071\n", "1313.643 2661.551\n", "100.7696 250.7178 101.9812 250.2885\n", "1143.564 8902.272\n", "1145.457 224.9014 1145.8398 225.355\n", "267.4777 1094.462\n", "1183.364 222.9198 1185.0245 222.8451\n", "223.1765 1137.391\n", "528.9729 219.6311 530.4017 215.5882\n", "904.0701 1127.782\n", "788.6674 196.7207 789.3939 196.3792\n", "620.7944 2055.756\n", "788.6674 196.7207 741.4003 197.6038\n", "620.7944 452.1226\n", "853.0955 190.7964 854.1906 192.1039\n", "668.8994 1159.535\n", "631.7028 190.8574 632.0488 191.1087\n", "307.3482 1544.053\n", "788.6674 196.7207 818.1182 192.19\n", "620.7944 551.9327\n", "198.8466 180.0815 199.8305 180.0823\n", "826.8592 2737.341\n", "24.7322 183.3822 23.7821 181.6046\n", "1394.893 1799.682\n", "323.8443 167.8755 325.0917 167.3712\n", "540.4866 1758.589\n", "1053.9828 134.1353 1055.1072 134.462\n", "1384.323 3923.667\n", "120.0396 131.1292 120.2166 130.3288\n", "284.0773 1197.733\n", "1670.4735 117.4928 1671.1627 117.587\n", "436.7834 1038.625\n", "716.8115 116.4918 717.2381 115.7344\n", "323.8334 1075.751\n", "988.972 104.5019 989.9993 105.2725\n", "571.8413 1518.872\n", "105.7238 81.562 106.636 81.4607\n", "810.347 3038.781\n", "1132.5763 74.0582 1134.6237 73.889\n", "270.9677 825.7562\n", "323.8443 167.8755 341.3011 61.7882\n", "540.4866 1441.423\n", "1513.7533 878.9217 1513.5853 879.0612\n", "4269.81 14705.03\n", "105.7238 81.562 45.8848 40.7333\n", "810.347 1109.834\n", "348.6858 800.5801 242.7746 874.41\n", "1743.578 1798.471\n", "1054.734 866.157 1054.8322 866.0277\n", "2044.373 6996.284\n", "716.8115 116.4918 632.5135 36.3446\n", "323.8334 833.5007\n", "1776.1282 854.8127 1776.3606 854.9861\n", "8772.116 28134.03\n", "177.7335 104.5981 206.5004 34.9997\n", "224.7884 278.9173\n" ] } ], "source": [ "c1 = SkyCoord(ra=cat_sci['X_WORLD'], dec=cat_sci['Y_WORLD'])\n", "c2 = SkyCoord(ra=cat_ref['X_WORLD'], dec=cat_ref['Y_WORLD'])\n", "\n", "#print(c1)\n", "idx, d2d, d3d = c1.match_to_catalog_3d(c2)\n", "\n", "index_arr=[]\n", "ratio_arr=[]\n", "for i, i2, d in zip(idx, np.arange(len(d2d)),d2d):\n", " #print(i,d)\n", " index_arr.append(i)\n", " print(cat_ref['X_IMAGE'][i],cat_ref['Y_IMAGE'][i],' ', cat_sci['X_IMAGE'][i2],cat_sci['Y_IMAGE'][i2])\n", " print(cat_ref['FLUX_AUTO'][i], cat_sci['FLUX_AUTO'][i2] )\n", " ratio_arr.append(cat_sci['FLUX_AUTO'][i2] / cat_ref['FLUX_AUTO'][i])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Find the scaling factor " ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The scale is 3.417106350177123\n" ] } ], "source": [ "scale=np.median(ratio_arr)\n", "print(\"The scale is\", scale)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Rescale the science image and perform the image subtraction." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "# Perform subtraction\n", "image_sub = sci_conv_shift-ref_conv*scale\n", "hdu_image_sub=fits.PrimaryHDU(image_sub)\n", "hdu_image_sub.writeto(\"sub_final.fits\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot the results..." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Plot up the result of the image subtraction\n", "mean, median, std = sigma_clipped_stats(hdu_image_sub.data)\n", "plt.figure(figsize=(8,8))\n", "#set the scale of the image based on its statistics\n", "plt.imshow(hdu_image_sub.data[200:600,1100:1600], vmin = median - 2*std, vmax = median + 2*std, cmap='gray')\n", "plt.plot([280,310],[115,115], \"r-\" )\n", "plt.plot([258,258],[95,65], \"r-\" )\n", "plt.colorbar(shrink = 0.4)\n", "plt.title('Final image subtraction')\n", "plt.show()\n", "\n", "#...and plot up the same region of sky of science and template images\n", "mean, median, std = sigma_clipped_stats(sci_conv_shift)\n", "plt.figure(figsize=(8,8))\n", "#set the scale of the image based on its statistics\n", "plt.imshow(sci_conv_shift[200:600,1100:1600], vmin = median - 3*std, vmax = median + 3*std, cmap='gray')\n", "plt.plot([280,310],[115,115], \"r-\" )\n", "plt.plot([258,258],[95,65], \"r-\" )\n", "plt.colorbar(shrink = 0.4)\n", "plt.title('Science image')\n", "plt.show()\n", "\n", "mean, median, std = sigma_clipped_stats(ref_conv)\n", "plt.figure(figsize=(8,8))\n", "#set the scale of the image based on its statistics\n", "plt.imshow(ref_conv[200:600,1100:1600], vmin = median - 3*std, vmax = median + 3*std, cmap='gray')\n", "plt.plot([280,310],[115,115], \"r-\" )\n", "plt.plot([258,258],[95,65], \"r-\" )\n", "plt.colorbar(shrink = 0.4)\n", "plt.title('Reference image')\n", "plt.show()\n", "\n", "#ds9 visualization\n", "#os.system('ds9 -zscale '+sci_image_aligned_name +' ' + ref_image_aligned_name + ' sub_final.fits &')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There you go, now you should be able to easily spot the supernova as a white excess on the grey background!
\n", "\n", "Note that the bright center of the host galaxy was not perfectly subtracted and left a spurious signal that could be mistaken for real luminosity variability.
\n", "\n", "\n", "These operations can be made automatic and can be incorporated in pipelines that discover transients. Moreover, using the methods learnt in the Photometry module, you can perform forced PSF photometry on the image subtraction to obtain flux measurement of the transient free from the host galaxy contamination.\n", "\n", "# END OF THE SCHOOL MODULE" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bonus: HOTPANTS\n", "\n", "There are some packages that perform most of the operations above automatically. One of the most popular is called HOTPANTS, which stands for \"High Order Transform of PSF ANd Template Subtraction\".
\n", "\n", "The code can be found on GitHub: https://github.com/acbecker/hotpants
To proceed, install this program and continue." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "#hotpants\n", "os.system(\"path/to/hotpants -inim\"+\" \"+sci_image_aligned_name+\" \"+\"-tmplim \"+ref_image_aligned_name+\" -outim out.fits -oci oci.fits -tg 1 -tr 1 -ig 1 -ir 1 -nrx 1 -nry 1 -nsx 2 -nsy 2 -ng 3 6 0.70 4 1.50 2 3.00 -v 0 -bgo 0 -tl 1 -tu 150000 -il 1 -iu 150000 -ko 0\")\n", "\n", "hotpants_image = fits.open('oci.fits')\n", "image_sub = hotpants_image[0].data-ref_image_aligned[0].data*0.975\n", "hdu_image_sub=fits.PrimaryHDU(image_sub)\n", "hdu_image_sub.writeto(\"sub_test_hp.fits\")\n", "os.system('ds9 -zscale sub_test_hp.fits &')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bonus: Convolving one image only\n", "We can also perform image subtraction after degrading (i.e., convolving with a kernel) only one of the two images. In fact, in some cases it is preferred to keep the science image untouched and manipulate only the reference to avoid introducing errors in photometry measurements. On the other hand, convolving both images usually leads to \"cleaner\" image subtraction.\n", "\n", "Below are a list of commands to do a better job with manipulating only one image usinf fft techniques. In this example, we manipulate the science image instead of the reference simply because of what the specific characteristics of the images that we are playing with. Identical methods can be applied to manipulating reference images only. " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# alternatively to degrade one image only\n", "Im1_psf=np.fft.fftshift(kernel_ref);\n", "Im2_psf=np.fft.fftshift(kernel_sci);\n", "\n", "psf_fft1=np.fft.fft2(Im1_psf);\n", "psf_fft2=np.fft.fft2(Im2_psf);\n", "\n", "\n", "kern=psf_fft1/psf_fft2;\n", "kern_m=np.real(np.fft.fftshift(np.fft.ifft2(kern)))\n", "kern_mean=np.mean(kern_m)\n", "psf_m=(kern_m/(kern_mean*59*59))\n", "\n", "plt.imshow(psf_m, cmap='gray')\n", "\n", "sci_conv = scipy_convolve(sci_image_aligned[0].data, psf_m, mode='same', method='fft')\n", "\n", "from image_registration import chi2_shift\n", "from image_registration.fft_tools import shift\n", "import scipy\n", "from scipy import ndimage, misc\n", "import matplotlib.pyplot as plt\n", "import numpy.fft\n", "\n", "xoff, yoff, exoff, eyoff = chi2_shift(ref_image_aligned[0].data, sci_conv, 10, return_error=True, upsample_factor='auto')\n", "print(xoff,yoff)\n", "\n", "sci_conv_shift=scipy.ndimage.shift(sci_conv, [-yoff, -xoff], order=3, mode='reflect', cval=0.0, prefilter=True)\n", " \n", "os.system(\"rm sub_test2.fits\")\n", "image_sub = sci_conv_shift*scale-ref_image_aligned[0].data\n", "hdu_image_sub=fits.PrimaryHDU(image_sub)\n", "hdu_image_sub.writeto(\"sub_test2.fits\")\n", "\n", "os.system('ds9 -zscale sub_test2.fits&')" ] } ], "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": "3.7.1" } }, "nbformat": 4, "nbformat_minor": 2 }