From 4d8d1d080e44b600b0e1b96b58da86b6217dde31 Mon Sep 17 00:00:00 2001 From: Kirsten Hall Date: Fri, 5 Jul 2024 12:21:40 -0400 Subject: [PATCH] Added initial tutorial first draft of point source flux extraction, extended source flux determination ongoing --- SMA_FluxExtraction.ipynb | 634 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 634 insertions(+) create mode 100644 SMA_FluxExtraction.ipynb diff --git a/SMA_FluxExtraction.ipynb b/SMA_FluxExtraction.ipynb new file mode 100644 index 0000000..53b444a --- /dev/null +++ b/SMA_FluxExtraction.ipynb @@ -0,0 +1,634 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "ae657570-a94a-4103-94f9-08280cae8987", + "metadata": {}, + "source": [ + "# Flux Extract from SMA images #\n", + "Authors: Kirsten R. Hall, Eric Koch, Joshua Lovell, Jakob den Brok, ...\n", + "June 2024\n", + "\n", + "This notebook will demonstrate how we extract fluxes from SMA (and other interferometric data) in the event that the source is point-like, extended and can be approximated by a two dimensional Gaussian, or it is extended and non-Gaussian. \n", + "\n", + "## Learning Goals ##\n", + "* plotting images with contours\n", + "* determining the noise in the map\n", + "* extracting source fluxes based on the level of its resolution in the image (unresolved, partially resolved, abnormal morphology)\n", + "\n", + "## Requires ##\n", + "\n", + "```\n", + "pip install numpy\n", + "pip install scipy\n", + "pip install matplotlib\n", + "pip install astropy\n", + "```\n", + "\n", + "sidenote: CASA has excellent tools for extracting fluxes from point sources and extended sources that are well approximated by a 2D gaussian. These are the image-plane tool \"imfit\" as well as the uv-plane tool \"uvmodelfit\". " + ] + }, + { + "cell_type": "markdown", + "id": "fc4b4d62-0b93-4938-86a9-2305c08cbd8a", + "metadata": {}, + "source": [ + "We start by importing our necessary packages" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "b37d854d-983b-4311-883a-c8f232b2c14b", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "from scipy import optimize\n", + "import matplotlib.pyplot as plt\n", + "from astropy.io import fits\n", + "from astropy.wcs import WCS\n", + "from astropy import units as u\n", + "from matplotlib.patches import Ellipse\n", + "from photutils import aperture_photometry\n", + "from astropy.table import hstack\n", + "from photutils import CircularAperture\n", + "from photutils import CircularAnnulus\n", + "from photutils import EllipticalAnnulus\n", + "from scipy import integrate\n", + "from astropy.modeling import models, fitting" + ] + }, + { + "cell_type": "markdown", + "id": "3aeaa655-42ac-4a1b-b4c0-6d9b2aa13903", + "metadata": {}, + "source": [ + "Read in the data. We will use the clean image to locate the source, and the primary beam corrected image to extract the appropriate flux. " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "28cfbf7a-9d44-4345-901a-8423441ecf84", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 57940.476277 from DATE-OBS'. [astropy.wcs.wcs]\n", + "WARNING: FITSFixedWarning: 'obsfix' made the change 'Set OBSGEO-L to -155.477522 from OBSGEO-[XYZ].\n", + "Set OBSGEO-B to 19.947177 from OBSGEO-[XYZ].\n", + "Set OBSGEO-H to 6578.484 from OBSGEO-[XYZ]'. [astropy.wcs.wcs]\n" + ] + } + ], + "source": [ + "filename = '/Users/kirstenhall/astro/ACT_dsfg/GrallaFollowUp/J0038_natural_SMA225GHz.fits' #/your/path/to/imagefits/file\n", + "hdu = fits.open(filename)[0]\n", + "wcs = WCS(hdu.header).celestial" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "8aced06f-75e3-4108-9d6f-47f1f3ddeeb3", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 57940.476277 from DATE-OBS'. [astropy.wcs.wcs]\n", + "WARNING: FITSFixedWarning: 'obsfix' made the change 'Set OBSGEO-L to -155.477522 from OBSGEO-[XYZ].\n", + "Set OBSGEO-B to 19.947177 from OBSGEO-[XYZ].\n", + "Set OBSGEO-H to 6578.484 from OBSGEO-[XYZ]'. [astropy.wcs.wcs]\n" + ] + } + ], + "source": [ + "filename_pbcor = '/Users/kirstenhall/astro/ACT_dsfg/GrallaFollowUp/J0038_natural_pbcor.fits' #/your/path/to/pbcorfits/file\n", + "hdu_pbcor = fits.open(filename_pbcor)[0]\n", + "wcs_pbcor = WCS(hdu_pbcor.header).celestial" + ] + }, + { + "cell_type": "markdown", + "id": "1f2c980d-1b37-4a6f-9246-3c95d5cc400f", + "metadata": {}, + "source": [ + "A function to extract the beam information" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "4cbc9111-5f9d-4c30-9e81-bb4264e72f9e", + "metadata": {}, + "outputs": [], + "source": [ + "def getbeam(hdr):\n", + " return hdr['BMAJ'], hdr['BMIN'], hdr['BPA']" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "ee618f8e-8c71-44aa-8d0a-949167d1d335", + "metadata": {}, + "outputs": [], + "source": [ + "beam = getbeam(hdu.header)\n", + "cdelt = hdu.header['CDELT2']\n", + "if beam[2] < 0:\n", + " bpa = beam[2]+180\n", + "else:\n", + " bpa = beam[2]" + ] + }, + { + "cell_type": "markdown", + "id": "83c18cd5-d6b2-471b-a45f-fec0232743b6", + "metadata": {}, + "source": [ + "We will also read the representative frequency of these data from the header" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "id": "0620c637-62fa-4fc9-affd-54bfe45532c9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "225.0007920868 GHz\n" + ] + } + ], + "source": [ + "Freq = hdu.header['CRVAL3']*u.Hz\n", + "print(Freq.to(u.GHz))" + ] + }, + { + "cell_type": "code", + "execution_count": 118, + "id": "14a0d1e1-9a32-4bae-9b1c-516384c6d068", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 118, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data_array = hdu.data[0][0]\n", + "maxloc = np.where(data_array == np.nanmax(data_array.flatten()))\n", + "aperture = CircularAnnulus((int(maxloc[0]),int(maxloc[1])), r_in=30, r_out=50)\n", + "rms=np.sqrt(aperture.do_photometry(data_array**2)[0]/aperture.area)[0] #Jy/beam\n", + "\n", + "plt.imshow(data_array)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "id": "63087fbd-9811-404d-8da0-61f9bfefb5de", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 120, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data_array_pbcor = hdu_pbcor.data[0][0]\n", + "plt.imshow(data_array_pbcor)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "markdown", + "id": "ed112425-438f-4d84-a4e5-6332adc44179", + "metadata": {}, + "source": [ + "This is a 2D array in which outside the circular beam the data values are NaN, so we need to either mask those (or convert the NaNs to zeros) or crop the image to continue with our analysis. We will convert the NaNs to zeros here. " + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "id": "0c2416dc-366c-4ed9-97bd-95be987ba290", + "metadata": {}, + "outputs": [], + "source": [ + "isnan_sel = np.isnan(data_array_pbcor)\n", + "data_array_pbcor[isnan_sel] = 0.0" + ] + }, + { + "cell_type": "markdown", + "id": "5d17a473-12f3-4599-ab4b-731bbb7cb1e1", + "metadata": {}, + "source": [ + "Define two dimensional Gaussian function" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "09fdb8f9-699f-4afc-975a-94c837d4389d", + "metadata": {}, + "outputs": [], + "source": [ + "\"\"\"\n", + "Factor with which to multiply Gaussian 1-sigma standard deviation to\n", + "convert it to full width at half maximum (FWHM).\n", + "\"\"\"\n", + "gaussian_sigma_to_fwhm = 2.0 * np.sqrt(2.0 * np.log(2.0))\n", + "\n", + "\"\"\"\n", + "Factor with which to multiply Gaussian full width at half maximum (FWHM)\n", + "to convert it to 1-sigma standard deviation.\n", + "\"\"\"\n", + "gaussian_fwhm_to_sigma = 1.0 / gaussian_sigma_to_fwhm" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "id": "20db5c7d-4e88-4828-b230-91b2cd40988c", + "metadata": {}, + "outputs": [], + "source": [ + "def fit_2dgaussian(array, yme, xme, fwhmx=4, fwhmy=4, theta=0, full_output=False):\n", + " gauss = models.Gaussian2D(amplitude=np.nanmax(array.flatten()), x_mean=xme,\n", + " y_mean=yme, x_stddev=fwhmx*gaussian_fwhm_to_sigma,\n", + " y_stddev=fwhmy*gaussian_fwhm_to_sigma, theta=theta)\n", + " # Levenberg-Marquardt algorithm\n", + " fitter = fitting.LevMarLSQFitter(calc_uncertainties=True)\n", + " y, x = np.indices(array.shape)\n", + " fit = fitter(gauss, x, y, array, maxiter=1000, acc=1e-08)\n", + " mean_y = fit.y_mean.value\n", + " mean_x = fit.x_mean.value\n", + " fwhm_y = fit.y_stddev.value*gaussian_sigma_to_fwhm\n", + " fwhm_x = fit.x_stddev.value*gaussian_sigma_to_fwhm\n", + " amplitude = fit.amplitude.value\n", + " theta = fit.theta.value\n", + " amperr = fit.amplitude.std\n", + " fwhm_yerr = fit.y_stddev.std*gaussian_sigma_to_fwhm\n", + " fwhm_xerr = fit.x_stddev.std*gaussian_sigma_to_fwhm\n", + "\n", + " if full_output:\n", + " return mean_y, mean_x, fwhm_y, fwhm_x, fwhm_yerr, fwhm_xerr, amplitude, amperr, theta\n", + " else:\n", + " return mean_y, mean_x, fwhm_y, fwhm_x, amplitude, amperr, theta" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "id": "6b33fc27-99e5-4e4b-9e5f-d0ab10bd00ba", + "metadata": {}, + "outputs": [], + "source": [ + "Fit_params = fit_2dgaussian(data_array_pbcor, maxloc[0], maxloc[1], fwhmx = beam[1]/cdelt, fwhmy = beam[0]/cdelt, theta=bpa*np.pi/180)" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "id": "1070f695-1726-452e-925d-f9f3063d4801", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "7.604781627656991 5.8540973663328115 7.7162370578254 6.091356611261326\n" + ] + } + ], + "source": [ + "print(beam[0]/cdelt, beam[1]/cdelt, Fit_params[2], Fit_params[3])" + ] + }, + { + "cell_type": "markdown", + "id": "d99a12e3-568f-48b4-b0f4-3e6fe2acaa1c", + "metadata": {}, + "source": [ + "Right away we see that the best-fit 2D Gaussian has full-width at half maxima in both directions that are less than 1 pixel greater than the size of the beam. This indicates that this source is a point-source in this image, given its resolution, and therefore we can take the flux density of this source to be the peak value (amplitude) of the best-fit 2D Gaussian." + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "id": "32c04e16-350f-49cb-a793-35baabbf71d2", + "metadata": {}, + "outputs": [], + "source": [ + "F225 = Fit_params[4]*u.Jy #225 GHz peak flux in units of Jy/beam, but it is a point source so this is the representative flux density of the source over 1 beam in units of Jy\n", + "F225err = Fit_params[5]*u.Jy" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "id": "1c7ab547-71ac-4368-b1f5-29de9b930e23", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "16.22760797327214 mJy 2.666640206429508 mJy\n" + ] + } + ], + "source": [ + "print(F225.to(u.mJy), F225err.to(u.mJy)) #mJy is a more useful unit here" + ] + }, + { + "cell_type": "markdown", + "id": "001d4ce6-2e51-4948-b71c-a99079c3f09c", + "metadata": {}, + "source": [ + "Next we consider a different source for which the flux can be approximated by a 2D Gaussian, but it is more extended than the beam (partially resolved)." + ] + }, + { + "cell_type": "code", + "execution_count": 139, + "id": "cd2fddd7-6d83-498f-b891-9aa6a2196e6f", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 56656.174455 from DATE-OBS'. [astropy.wcs.wcs]\n", + "WARNING: FITSFixedWarning: 'obsfix' made the change 'Set OBSGEO-L to -155.477522 from OBSGEO-[XYZ].\n", + "Set OBSGEO-B to 19.947177 from OBSGEO-[XYZ].\n", + "Set OBSGEO-H to 6578.484 from OBSGEO-[XYZ]'. [astropy.wcs.wcs]\n" + ] + } + ], + "source": [ + "filename = '/Users/kirstenhall/astro/ACT_dsfg/GrallaFollowUp/J0116_natural_SMA228.5GHz.fits'\n", + "hdu = fits.open(filename)[0]\n", + "wcs = WCS(hdu.header).celestial" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "id": "f446c218-2dfc-4327-876a-f0a6ccd5ec4f", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 56656.174455 from DATE-OBS'. [astropy.wcs.wcs]\n", + "WARNING: FITSFixedWarning: 'obsfix' made the change 'Set OBSGEO-L to -155.477522 from OBSGEO-[XYZ].\n", + "Set OBSGEO-B to 19.947177 from OBSGEO-[XYZ].\n", + "Set OBSGEO-H to 6578.484 from OBSGEO-[XYZ]'. [astropy.wcs.wcs]\n" + ] + } + ], + "source": [ + "filename_pbcor = '/Users/kirstenhall/astro/ACT_dsfg/GrallaFollowUp/J0116_natural_pbcor.fits'\n", + "hdu_pbcor = fits.open(filename_pbcor)[0]\n", + "wcs_pbcor = WCS(hdu_pbcor.header).celestial" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "id": "0d455d38-d698-4f10-9193-08e7296f36f3", + "metadata": {}, + "outputs": [], + "source": [ + "beam = getbeam(hdu.header)\n", + "cdelt = hdu.header['CDELT2']\n", + "if beam[2] < 0:\n", + " bpa = beam[2]+180\n", + "else:\n", + " bpa = beam[2]" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "id": "e1f64e40-e103-45c8-93cf-64acc9c47d38", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "228.50561389170002 GHz\n" + ] + } + ], + "source": [ + "Freq = hdu.header['CRVAL3']*u.Hz\n", + "print(Freq.to(u.GHz))" + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "id": "1e055cc4-76ac-48ca-a524-02a1f2465e84", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(array([123]), array([128]))\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 148, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data_array = hdu.data[0][0]\n", + "maxloc = np.where(data_array == np.nanmax(data_array.flatten()))\n", + "print(maxloc)\n", + "aperture = CircularAnnulus((int(maxloc[0]),int(maxloc[1])), r_in=30, r_out=50)\n", + "rms=np.sqrt(aperture.do_photometry(data_array**2)[0]/aperture.area)[0] #Jy/beam\n", + "\n", + "plt.imshow(data_array)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "id": "f2029970-8907-45c3-b96a-7d88a573030f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 144, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data_array_pbcor = hdu_pbcor.data[0][0]\n", + "plt.imshow(data_array_pbcor)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "id": "f12138d7-3beb-4d00-ba5b-c1d8ba3a0437", + "metadata": {}, + "outputs": [], + "source": [ + "isnan_sel = np.isnan(data_array_pbcor)\n", + "data_array_pbcor[isnan_sel] = 0.0" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "id": "14f422ee-0e2a-48c1-b04b-3e42a8cf7549", + "metadata": {}, + "outputs": [], + "source": [ + "Fit_params = fit_2dgaussian(data_array_pbcor, maxloc[0], maxloc[1], fwhmx = beam[1]/cdelt, fwhmy = beam[0]/cdelt, theta=bpa*np.pi/180)" + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "id": "aa433e42-f649-4c70-a2ac-836bf5c3cf98", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "7.786744117739376 6.511080741881959 14.858454966897817 7.802214399021332 123.3851356955843 128.1319678887817\n" + ] + } + ], + "source": [ + "print(beam[0]/cdelt, beam[1]/cdelt, Fit_params[2], Fit_params[3], Fit_params[0], Fit_params[1])\n", + "pixscale = cdelt*u.deg" + ] + }, + { + "cell_type": "markdown", + "id": "45dc1df9-3298-4c74-9f68-0d919f04faa8", + "metadata": {}, + "source": [ + "Here we see the best fit 2D Gaussian to the source emission is >1 pixel = 0.5 arcsec in both dimensions. We might consider this partically resolved and therefore want to integrate over the 2D gaussian of this size and amplitude to determine the total flux density of the source. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9cc435ec-2d64-4cfa-9f16-0362a8c5c444", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.8.18" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}