From 149281ecd492258b9a4c720f632724bd602edf0b Mon Sep 17 00:00:00 2001 From: mrileyowens Date: Mon, 12 Aug 2024 09:44:14 -0400 Subject: [PATCH 1/9] Updated esc.ipynb with new locations of MagE spectra and their stellar continuum fits --- esc.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/esc.ipynb b/esc.ipynb index 30a9e9d..d2755e6 100644 --- a/esc.ipynb +++ b/esc.ipynb @@ -266,10 +266,10 @@ " n_f814w_fluxes.append(n_f814w_flux)\n", "\n", " # Get the Starburst99 fit's wavelength bins and flux densities\n", - " w_sb99, f_sb99 = np.loadtxt(f'{data}/spectra/mage/cfit/planckarc-{slit_id}-sb99-fit.txt', comments='#', usecols=(0,3), unpack=True)\n", + " w_sb99, f_sb99 = np.loadtxt(f'{data}/mage/stellar_continuum_fits/planckarc-{slit_id}-sb99-fit.txt', comments='#', usecols=(0,3), unpack=True)\n", "\n", " # Get the wavelength bins and flux densities and associated uncertainties of the MagE spectrum\n", - " w, f, n = np.loadtxt(f'{data}/spectra/mage/{file}', delimiter='\\t', comments=('#','w'), usecols=(0,1,2), unpack=True)\n", + " w, f, n = np.loadtxt(f'{data}/mage/{file}', delimiter='\\t', comments=('#','w'), usecols=(0,1,2), unpack=True)\n", " \n", " # Create a mask excluding extreme flux density outliers\n", " f_mask = f < 1e-20 \n", From 65e3f088f9d17396cedf1ccd11d7203d491d7ec9 Mon Sep 17 00:00:00 2001 From: mrileyowens Date: Mon, 12 Aug 2024 11:50:54 -0400 Subject: [PATCH 2/9] =?UTF-8?q?Fixed=20path=20to=20Ly=CE=B1=20maps?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- lya_and_lyc_maps.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/lya_and_lyc_maps.ipynb b/lya_and_lyc_maps.ipynb index d4ae7fd..8723941 100644 --- a/lya_and_lyc_maps.ipynb +++ b/lya_and_lyc_maps.ipynb @@ -188,8 +188,8 @@ " # Establish file paths to the necessary files\n", " hst_f275w_file = f'{data}/hst/V5.0_PSZ1G311.65-18.48_F275W_0.03g0.6_crsc1.2_0.7crsn3.5_3.0_drc_sci.fits'\n", " hst_f606w_file = f'{data}/hst/V5.0_PSZ1G311.65-18.48_F606W_0.03g0.6_crsc1.2_0.7crsn3.5_3.0_drc_sci.fits'\n", - " lya_nb_f390w_file = f'{results}/Lya_cont_sub_F390W.fits'\n", - " lya_nb_f555w_file = f'{results}/Lya_cont_sub_F555W.fits'\n", + " lya_nb_f390w_file = f'{results}/lya_maps/Lya_cont_sub_F390W.fits'\n", + " lya_nb_f555w_file = f'{results}/lya_maps/Lya_cont_sub_F555W.fits'\n", "\n", " # Put the files we will display data from into an array. We will loop over this array\n", " # to make the figure\n", @@ -406,7 +406,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.5" + "version": "3.12.2" } }, "nbformat": 4, From bea2cf97328ee12eaef45ef1e3ca4b7ecd3ed683 Mon Sep 17 00:00:00 2001 From: mrileyowens Date: Mon, 12 Aug 2024 11:55:00 -0400 Subject: [PATCH 3/9] =?UTF-8?q?Fixed=20path=20of=20Ly=CE=B1=20maps=20to=20?= =?UTF-8?q?updated=20folder=20location?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- lya_nb_m3.ipynb | 39 +++++++++++++++++++++++++++++++-------- 1 file changed, 31 insertions(+), 8 deletions(-) diff --git a/lya_nb_m3.ipynb b/lya_nb_m3.ipynb index 5cd2d63..2c845f8 100644 --- a/lya_nb_m3.ipynb +++ b/lya_nb_m3.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 37, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -15,7 +15,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -37,7 +37,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -53,8 +53,8 @@ " results = f'{home}/results'\n", "\n", " # Get the file paths to the Lya maps from either local continuum estimate schemes\n", - " lya_f390w = f'{results}/lya_cont_sub_F390W.fits'\n", - " lya_f555w = f'{results}/lya_cont_sub_F555W.fits'\n", + " lya_f390w = f'{results}/lya_maps/lya_cont_sub_F390W.fits'\n", + " lya_f555w = f'{results}/lya_maps/lya_cont_sub_F555W.fits'\n", "\n", " # Set the center and width of a square area in celestial coordinates\n", " center = SkyCoord(frame='fk5', ra='15h50m00.6009s', dec='-78d11m09.912s')\n", @@ -155,9 +155,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\15136\\AppData\\Local\\Temp/ipykernel_14092/2092324573.py:57: MatplotlibDeprecationWarning: Passing the angle parameter of __init__() positionally is deprecated since Matplotlib 3.6; the parameter will become keyword-only two minor releases later.\n", + " weird_clump = patches.Ellipse((47, 52), 15, 15, 45, facecolor='none',\n", + "C:\\Users\\15136\\AppData\\Local\\Temp/ipykernel_14092/2092324573.py:57: MatplotlibDeprecationWarning: Passing the angle parameter of __init__() positionally is deprecated since Matplotlib 3.6; the parameter will become keyword-only two minor releases later.\n", + " weird_clump = patches.Ellipse((47, 52), 15, 15, 45, facecolor='none',\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plot()" ] @@ -179,7 +202,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.5" + "version": "3.12.2" }, "orig_nbformat": 4, "vscode": { From af4b2cbd2f6b642c7fe4ef6c9abcdb785cc9a4dd Mon Sep 17 00:00:00 2001 From: mrileyowens Date: Mon, 12 Aug 2024 12:23:49 -0400 Subject: [PATCH 4/9] Replaced file paths in stack.ipynb with f-strings, adjusted save directory of stacked spectra to updated location (the folder with the other MagE spectra) --- stack.ipynb | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/stack.ipynb b/stack.ipynb index 27f54b3..fe25b36 100644 --- a/stack.ipynb +++ b/stack.ipynb @@ -80,10 +80,10 @@ "\n", " # Establish basic directories\n", " home = os.getcwd()\n", - " data = home + '/data/spectra/mage'\n", + " data = f'{home}/data/mage'\n", "\n", " # Get the individual MagE spectra\n", - " files = glob.glob(data + '/*.txt')\n", + " files = glob.glob(f'{data}/*.txt')\n", "\n", " # Dictionary of the spectroscopic redshifts of each spectrum,\n", " # as measured by Mainali et al. (2022) (bibliographic information \n", @@ -202,11 +202,11 @@ " n_nonleaker = n_nonleaker / 3\n", "\n", " # Save the stacked spectra to .txt files\n", - " np.savetxt(data + '/sunburst_arc_leaker_stack_mage.txt', np.array([w_leaker, f_leaker, n_leaker]).T, delimiter='\\t', encoding='utf-8',\n", + " np.savetxt(f'{data}/mage/sunburst_arc_leaker_stack_mage.txt', np.array([w_leaker, f_leaker, n_leaker]).T, delimiter='\\t', encoding='utf-8',\n", " header=f'Stacked spectrum of the LyC-leaking region of the Sunburst Arc from the MagE slits M2, M7, M8, M9, created by stack.ipynb.' + '\\n' \n", " + 'The stack excludes slit M0 because of poor observing conditions that caused a poor fluxing.' + '\\n' + '\\n'\n", " + 'The columns below are, from left to right: rest wavelength (angstroms), flux density (arbitrary units in wavelength space), and the 1σ Gaussian uncertainty of the flux density.')\n", - " np.savetxt(data + '/sunburst_arc_nonleaker_stack_mage.txt', np.array([w_nonleaker, f_nonleaker, n_nonleaker]).T, delimiter='\\t', encoding='utf-8',\n", + " np.savetxt(f'{data}/mage/sunburst_arc_nonleaker_stack_mage.txt', np.array([w_nonleaker, f_nonleaker, n_nonleaker]).T, delimiter='\\t', encoding='utf-8',\n", " header=f'Stacked spectrum of the non-LyC-leaking regions of the Sunburst Arc from the MagE slits M5, M4, M6, created by stack.ipynb.' + '\\n' \n", " + 'The stack excludes slit M3 because it captures a highly compact region of the galaxy which may not be representative of it\\'s surrounding environment.' + '\\n'\n", " + 'Consult Vanzella et al. (2020) (MNRAS:Letters, 499, 1, L67), Diego et al. (2022) (A&A, 665, A134), or Sharon et al. (2022) (ApJ, 941, 2, 203) for more information about the compact region.' + '\\n' + '\\n'\n", From 5d4ecd0f6f0a8c12a76d54107883ebb9f1fd7e4f Mon Sep 17 00:00:00 2001 From: mrileyowens Date: Mon, 12 Aug 2024 20:35:29 -0400 Subject: [PATCH 5/9] Edited stacked MagE spectra names to the current versions and adjusted folder structure to point to the new directory containing the MagE spectra --- lya.ipynb | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/lya.ipynb b/lya.ipynb index 11f6b93..263f678 100644 --- a/lya.ipynb +++ b/lya.ipynb @@ -183,8 +183,8 @@ " # magnification of the slit, a tuple specifying a range of Lya peculiar velocities used to set \n", " # initial parameter estimates of the central Lya peak, spectral resolution, and uncertainty in the spectral resolution\n", " slits = {\n", - " 'NL' : ['rest_sba-nonleaker-no_m3_MWdr.txt', 0, 1, [60,140], 5400, 200],\n", - " 'L' : ['rest_sba-leaker-no_m0_MWdr.txt', 0, 1, [20,130], 5300, 200],\n", + " 'NL' : ['sunburst_arc_nonleaker_stack_mage.txt', 0, 1, [60,140], 5400, 200],\n", + " 'L' : ['sunburst_arc_leaker_stack_mage.txt', 0, 1, [20,130], 5300, 200],\n", " 'M5' : ['sunburst_M-5-comb1_MWdr.txt', 2.37086, 51, [0,100], 5500, 400],\n", " 'M4' : ['sunburst_M-4-comb1_MWdr.txt', 2.37073, 14.6, [0,85], 5400, 300],\n", " 'M6' : ['sunburst_M-6-comb1_MWdr.txt', 2.37021, 147, [10,130], 5300, 300],\n", @@ -224,7 +224,7 @@ " factor = 1e16 if 'M' in slit_id else 1\n", "\n", " # Extract the data from the .txt file\n", - " w, f, n = extract_data(f'{data}/spectra/mage/{file_name}')\n", + " w, f, n = extract_data(f'{data}/mage/{file_name}')\n", "\n", " # Cut the data to just the relevant portion of the spectrum\n", " f = f[(w >= 1195 * (1 + z)) & (w <= 1235 * (1 + z))]\n", @@ -784,7 +784,7 @@ " z, mag, c, model = slits[slit_id][1], slits[slit_id][2], slits[slit_id][3], slits[slit_id][4]\n", "\n", " # Get the data\n", - " w, f, n = extract_data(f'{data}/spectra/mage/{slits[slit_id][0]}')\n", + " w, f, n = extract_data(f'{data}/mage/{slits[slit_id][0]}')\n", "\n", " # Convert the data to the rest frame\n", " w, f, n = w / (1 + z), f * (1 + z) / mag, n * (1 + z) / mag\n", @@ -861,7 +861,7 @@ " z, c, model = slits[slit_id][1], slits[slit_id][3], slits[slit_id][4]\n", "\n", " # Get the data\n", - " w, f, n = extract_data(f'{data}/spectra/mage/{slits[slit_id][0]}')\n", + " w, f, n = extract_data(f'{data}/mage/{slits[slit_id][0]}')\n", "\n", " # Convert the data to the rest frame\n", " w, f, n = w / (1 + z), f * (1 + z), n * (1 + z)\n", From 06ddbb7218269b5aad21a0d4d820185fe9060746 Mon Sep 17 00:00:00 2001 From: mrileyowens Date: Mon, 12 Aug 2024 20:46:45 -0400 Subject: [PATCH 6/9] Replaced the original arc mask file with the original VLT/MUSE IFU footprint mask, and adjusted the FITS header of the final arc mask file --- masks.ipynb | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/masks.ipynb b/masks.ipynb index 419e28c..23e8bbb 100644 --- a/masks.ipynb +++ b/masks.ipynb @@ -111,8 +111,8 @@ " # Save the mask with the new header\n", " fits.writeto(f'{results}/masks/{slit_id}_mask_v5.fits', mask, header=slit_mask_header, overwrite=True)\n", "\n", - " # The file path to the mask of the two largest arcs in the v4 HST reduction WCS\n", - " arc_mask_file = f'{data}/hst/masks/arcMask.fits'\n", + " # The file path to the mask of the two largest arcs in a VLT/MUSE IFU footprint\n", + " arc_mask_file = f'{data}/psz1550_1909_v2_mask.fits'\n", "\n", " # Reproject and interpolate the mask to the v5 HST reduction WCS\n", " arc_mask, _ = reproject_interp(arc_mask_file, header, hdu_in=0)\n", @@ -131,9 +131,8 @@ " arc_mask_header['DATE'] = (date.today().strftime('%d %B %Y'), 'The date this file was created')\n", " arc_mask_header['FILENAME'] = (f'arc_mask_v5.fits', 'Name of file')\n", " arc_mask_header['DESC'] = ('This file is a binary mask of the Sunburst Arc, aligned to the WCS of the \\\n", - " v5 reduction of the HST observations. The original mask was made for the VLT/MUSE footprint, and \\\n", - " then reprojected to the v4 HST reduction WCS. This file was created from the mask reprojected to \\\n", - " the v4 HST reduction WCS.', 'Description of file')\n", + " v5 reduction of the HST observations. The original mask was made for the VLT/MUSE footprint.', \n", + " 'Description of file')\n", "\n", " # Save the new arc mask\n", " hdu = fits.PrimaryHDU(data=arc_mask, header=header)\n", @@ -168,7 +167,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.5" + "version": "3.12.2" } }, "nbformat": 4, From 2d3ff0e658572d9be4534ad8a2e3ae0641483047 Mon Sep 17 00:00:00 2001 From: mrileyowens Date: Mon, 12 Aug 2024 20:54:29 -0400 Subject: [PATCH 7/9] Updated SED file path to new subfolder with SED fits, edited stacked MagE spectra names to current format, added new subfolder to file path of saved background estimation area mask --- nb.ipynb | 29 +++++++++++++++++++---------- 1 file changed, 19 insertions(+), 10 deletions(-) diff --git a/nb.ipynb b/nb.ipynb index 9a849bc..27a10b2 100644 --- a/nb.ipynb +++ b/nb.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 3, + "execution_count": 22, "id": "a8da6247", "metadata": {}, "outputs": [], @@ -19,7 +19,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "id": "f6755dd9", "metadata": { "scrolled": true @@ -52,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 24, "id": "0d3c414b", "metadata": {}, "outputs": [], @@ -64,7 +64,7 @@ " results = f'{home}/results'\n", "\n", " # The filepaths of the SEDs fitted to complete images of the entire Sunburst Arc galaxy\n", - " SEDs = np.array([i for i in sorted(glob.glob(f'{data}/bestfit_model_image*_spec_filter6_cont.txt'))], dtype=str)\n", + " SEDs = np.array([i for i in sorted(glob.glob(f'{data}/sed_fits/bestfit_model_image*_spec_filter6_cont.txt'))], dtype=str)\n", "\n", " # Create a blank dictionary\n", " df = {}\n", @@ -152,7 +152,7 @@ " for i, label in enumerate(['nonleaker', 'leaker']):\n", "\n", " # Get the file path\n", - " file = glob.glob(f'{data}/spectra/mage/sunburst_arc_{label}_rest_no_m*.txt')[0]\n", + " file = glob.glob(f'{data}/mage/sunburst_arc_{label}_stack_mage.txt')[0]\n", "\n", " # Get the wavelength bins and flux densities of the stacked spectrum\n", " w, f = np.loadtxt(file, delimiter='\\t', comments='#', usecols=(0,1), unpack=True)\n", @@ -271,7 +271,7 @@ "\n", " # Make a mask of the region and save it\n", " mask = pixel_region.to_mask().to_image((v5_header['NAXIS2'], v5_header['NAXIS1']))\n", - " fits.writeto(f'{home}/results/box_for_median_imcoords_mask_v5.fits', mask.data, header=v5_header, overwrite=True)\n", + " fits.writeto(f'{home}/results/masks/box_for_median_imcoords_mask_v5.fits', mask.data, header=v5_header, overwrite=True)\n", "\n", " # Subtract the continuum using both the F390W and F555W-based continuum estimates, and for all ...\n", " #for i, linelabel in enumerate(linelabels):\n", @@ -312,8 +312,17 @@ " header_f = wcs.WCS(header_on).to_header()\n", " header_n = wcs.WCS(header_on).to_header()\n", "\n", + " cd_matrix = wcs.WCS(header_on).wcs.cd\n", + "\n", + " #print(repr(header_f))\n", + "\n", " # For the headers of the data and uncertainty extensions\n", - " for i, header in enumerate([header_f, header_n]):\n", + " for j, header in enumerate([header_f, header_n]):\n", + "\n", + " header['CD1_1'] = cd_matrix[0,0]\n", + " header['CD1_2'] = cd_matrix[0,1]\n", + " header['CD2_1'] = cd_matrix[1,0]\n", + " header['CD2_2'] = cd_matrix[1,1]\n", "\n", " header.insert(1, ('CREATOR', 'M. Riley Owens', 'Creator of this file'))\n", " header.insert(2, ('CREATOR_EMAIL', 'm.riley.owens@gmail.com', 'Email of the creator of this file'))\n", @@ -326,7 +335,7 @@ " header['SCALEU'] = (cont_scale_std[i], 'The standard deviation of the continuum scaling factor, as inferred from the distribution of scaling factors derived from the 4 SED fits and 2 stacked MagE spectra')\n", " \n", " # For each keyword in an array of useful keywords that the observations share\n", - " for j, keyword in enumerate(np.array(['FILETYPE', 'TELESCOP', 'INSTRUME', 'EQUINOX', 'IMAGETYP',\n", + " for k, keyword in enumerate(np.array(['FILETYPE', 'TELESCOP', 'INSTRUME', 'EQUINOX', 'IMAGETYP',\n", " 'PRIMESI', 'OBSTYPE', 'BUNIT', ], dtype=str)):\n", "\n", " header[keyword] = (header_on[keyword], header_on.comments[keyword])\n", @@ -344,7 +353,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 25, "id": "b7314114", "metadata": {}, "outputs": [], @@ -369,7 +378,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.5" + "version": "3.12.2" } }, "nbformat": 4, From 48b743087e116f03c7df93810058229bb5d2c89d Mon Sep 17 00:00:00 2001 From: mrileyowens Date: Mon, 12 Aug 2024 20:59:12 -0400 Subject: [PATCH 8/9] Changed directories of arc mask and slit masks to new subfolder --- seeing.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/seeing.ipynb b/seeing.ipynb index 744de0c..3946396 100644 --- a/seeing.ipynb +++ b/seeing.ipynb @@ -184,7 +184,7 @@ "\n", " # File path to the mask of the two largest arcs of the Sunburst Arc\n", " # in the v5 HST data reduction WCS\n", - " arc_mask_file = f'{results}/arc_mask_v5.fits'\n", + " arc_mask_file = f'{results}/masks/arc_mask_v5.fits'\n", "\n", " # Get a cutout of the arc mask. This is necessary because we will\n", " # convolve the Lya maps later, which is computationally expensive for\n", @@ -212,7 +212,7 @@ " #table = table + f'{slit_id} & '\n", " \n", " # File path to the slit mask\n", - " slit_mask_file = f'{results}/{slit_id}_mask_v5.fits'\n", + " slit_mask_file = f'{results}/masks/{slit_id}_mask_v5.fits'\n", "\n", " # Get a cutout of the mask\n", " slit_mask = fits.getdata(slit_mask_file)[4000:5600, 4400:5700]\n", @@ -481,7 +481,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.5" + "version": "3.12.2" }, "orig_nbformat": 4 }, From debd594a62349ee3ad4016a0313997d74e8bcede Mon Sep 17 00:00:00 2001 From: mrileyowens Date: Mon, 12 Aug 2024 21:00:52 -0400 Subject: [PATCH 9/9] Updated folder directory of the individual source plane reconstruction images of each non-LyC-leaking MagE aperture overlaid --- source_plane.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/source_plane.ipynb b/source_plane.ipynb index dc0b8f5..166a58c 100644 --- a/source_plane.ipynb +++ b/source_plane.ipynb @@ -48,7 +48,7 @@ " slits = np.array(['M5', 'M4', 'M6', 'M3'], dtype=str)\n", "\n", " # Make an array of the filepaths to the source images\n", - " files = np.array([f'{home}/figs/artist_impression_sunburst_source_labels_and_slilts_Riley_{slit}.png' for slit in slits], dtype=str)\n", + " files = np.array([f'{home}/figs/source_plane_reconstructions/artist_impression_sunburst_source_labels_and_slilts_Riley_{slit}.png' for slit in slits], dtype=str)\n", "\n", " # Instantiate the figure and axes\n", " fig, ax = plt.subplots(2,2, figsize=(5,5), constrained_layout=True)\n", @@ -100,7 +100,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.5" + "version": "3.12.2" } }, "nbformat": 4,