{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Image segmentation and forced photometry\n", "\n", "Since the primary aim of the `Band_Data` and `Data` classes we have recently been looking at is to produce a [Catalogue](../catalogue.rst) of sources, we will also need to be able to identify one object from another. This is done in a process known as segmentation, and in principle is quite challenging to do well, although we will have a go here." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example 1: Making segmentation maps with SExtractor\n", "\n", "The first technique we will use to segment the data into different sources, which is the default in galfind, is to use the SExtractor parameters from Adams et al. 2023. Before starting this example please ensure that this is installed appropriately on your computer; an explanation of how to install SExtractor can be found [here](../getting_started/installation.rst). Let's start by instantiating our JOF data object as before." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading GALFIND config file from: /nvme/scratch/work/austind/GALFIND/galfind/../configs/galfind_config.ini\n", "Important: Gaia archive will be intermittently unavailable due to scheduled maintenance on 14-10-2024 from 10:30 to 12:30 (CEST)\n" ] } ], "source": [ "from copy import deepcopy\n", "import matplotlib.pyplot as plt\n", "import astropy.units as u\n", "from astropy.table import Table\n", "from galfind import config, Data\n", "from galfind.Data import morgan_version_to_dir\n", "\n", "survey = \"JOF\"\n", "version = \"v11\"\n", "instrument_names = [\"NIRCam\"]\n", "\n", "JOF_data = Data.from_survey_version(\n", " survey = survey,\n", " version = version,\n", " instrument_names = instrument_names, \n", " version_to_dir_dict = morgan_version_to_dir,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To look at what exactly the segmentation process is doing, we will try it on the F444W band only. To do this, we will first have to load in the aperture diameters." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:galfind:Loaded aper_diams= for F090W\n", "INFO:galfind:Loaded aper_diams= for F115W\n", "INFO:galfind:Loaded aper_diams= for F150W\n", "INFO:galfind:Loaded aper_diams= for F162M\n", "INFO:galfind:Loaded aper_diams= for F182M\n", "INFO:galfind:Loaded aper_diams= for F200W\n", "INFO:galfind:Loaded aper_diams= for F210M\n", "INFO:galfind:Loaded aper_diams= for F250M\n", "INFO:galfind:Loaded aper_diams= for F277W\n", "INFO:galfind:Loaded aper_diams= for F300M\n", "INFO:galfind:Loaded aper_diams= for F335M\n", "INFO:galfind:Loaded aper_diams= for F356W\n", "INFO:galfind:Loaded aper_diams= for F410M\n", "INFO:galfind:Loaded aper_diams= for F444W\n" ] } ], "source": [ "aper_diams = [0.32, 0.5, 1.0, 1.5, 2.0] * u.arcsec\n", "JOF_data.load_aper_diams(aper_diams)\n", "\n", "F444W_JOF = JOF_data[\"F444W\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will now segment the F444W JOF imaging. This will take a little while as SExtractor is running; the output will be stored in the config `SExtractor/SEX_DIR` directory when it has finished under the appropriate survey/version/instrument sub-directories (which in this case this is JOF/v11/NIRCam)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "****************************************\n", "NIRCam/F444W BAND DATA:\n", "----------\n", "SURVEY: JOF\n", "VERSION: v11\n", "PIX SCALE: 0.03 arcsec\n", "ZP: 28.086519392283982\n", "SHAPE: (4464, 10244)\n", "APERTURE DIAMETERS: [0.32 0.5 1. 1.5 2. ] arcsec\n", "IM PATH: /raid/scratch/data/jwst/JOF/NIRCam/mosaic_1084_wispnathan/30mas/jw04210-o001_t002_nircam_clear-f444w_i2dnobg.fits[1]\n", "RMS ERR PATH: /raid/scratch/data/jwst/JOF/NIRCam/mosaic_1084_wispnathan/30mas/jw04210-o001_t002_nircam_clear-f444w_i2dnobg.fits[2]\n", "WHT PATH: /raid/scratch/data/jwst/JOF/NIRCam/mosaic_1084_wispnathan/30mas/jw04210-o001_t002_nircam_clear-f444w_i2dnobg.fits[4]\n", "SEG PATH: /raid/scratch/work/austind/GALFIND_WORK/SExtractor/NIRCam/v11/JOF/MAP_RMS/segmentation/JOF_F444W_F444W_sel_cat_v11_seg.fits\n", "SEG ARGS: {'err_type': 'rms_err', 'method': 'sextractor', 'config_name': 'default.sex', 'params_name': 'default.param'}\n", "****************************************\n", "\n" ] } ], "source": [ "F444W_JOF_2 = deepcopy(F444W_JOF)\n", "F444W_JOF_3 = deepcopy(F444W_JOF)\n", "F444W_JOF_4 = deepcopy(F444W_JOF)\n", "F444W_JOF_5 = deepcopy(F444W_JOF)\n", "\n", "F444W_JOF.segment()\n", "print(F444W_JOF)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In addition to the segmentation map, this function will additionally produce a background map and photometric catalogue with fluxes (from sources selected in the same band) in apertures set by the `SExtractor/APER_DIAMS` parameter in the config file. The `seg_path` and the method used to measure this will be saved inside the `Band_Data` class for future access. \n", "\n", "Now let's say we wanted to load the path to the segmentation map rather than making it. We can simply run this function again on a fresh `Band_Data` object, and if the required file already exists it will load the path to it." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "F444W_JOF_2.segment()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see from above that SExtractor is not called here. If we wanted to re-run this segmentation map for whatever reason, there are two possible actions we could take:\n", "\n", "1. Delete or move the saved segmentation map manually\n", "2. Pass `overwrite=True` into the `segment` function on a pre-segmented object\n", "\n", "Option 2 is the preferred, and probably more straight forward, choice to make here. Below is its implementation." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# re-segment using SExtractor\n", "F444W_JOF_3.segment(overwrite=False) # True" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Excellent! We have overwritten the original segmentation map, albeit with the exact same SExtractor output. Next we will produce a segmentation map using the stored `wht` map rather than the `rms_err` map by changing the `err_type` attribute from the default `rms_err` to `wht`. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "****************************************\n", "NIRCam/F444W BAND DATA:\n", "----------\n", "SURVEY: JOF\n", "VERSION: v11\n", "PIX SCALE: 0.03 arcsec\n", "ZP: 28.086519392283982\n", "SHAPE: (4464, 10244)\n", "APERTURE DIAMETERS: [0.32 0.5 1. 1.5 2. ] arcsec\n", "IM PATH: /raid/scratch/data/jwst/JOF/NIRCam/mosaic_1084_wispnathan/30mas/jw04210-o001_t002_nircam_clear-f444w_i2dnobg.fits[1]\n", "RMS ERR PATH: /raid/scratch/data/jwst/JOF/NIRCam/mosaic_1084_wispnathan/30mas/jw04210-o001_t002_nircam_clear-f444w_i2dnobg.fits[2]\n", "WHT PATH: /raid/scratch/data/jwst/JOF/NIRCam/mosaic_1084_wispnathan/30mas/jw04210-o001_t002_nircam_clear-f444w_i2dnobg.fits[4]\n", "SEG PATH: /raid/scratch/work/austind/GALFIND_WORK/SExtractor/NIRCam/v11/JOF/MAP_WEIGHT/segmentation/JOF_F444W_F444W_sel_cat_v11_seg.fits\n", "SEG ARGS: {'err_type': 'wht', 'method': 'sextractor', 'config_name': 'default.sex', 'params_name': 'default.param'}\n", "****************************************\n", "\n" ] } ], "source": [ "F444W_JOF_4.segment(\"wht\", overwrite=False) # True\n", "print(F444W_JOF_4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This will update the segmentation map path in the `Band_Data` object for F444W and make a new segmentation map using the `wht` path, although will not actually overwrite the previously run `rms_err` map. The difference between the two maps can be seen by comparing the segmentation maps generated from the two separate weight maps." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# load the segmentation maps\n", "rms_err_seg = F444W_JOF.load_seg(incl_hdr = False)\n", "wht_seg = F444W_JOF_4.load_seg(incl_hdr = False)\n", "# plot the difference\n", "fig, ax = plt.subplots()\n", "ax.imshow(wht_seg.astype(bool) & ~rms_err_seg.astype(bool), origin = \"lower\")\n", "ax.set_title(\"bool(WHT SEG) AND NOT bool(ERR SEG)\")\n", "ax.set_xlabel(\"x [pix]\")\n", "ax.set_ylabel(\"y [pix]\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we can see there is a minor difference between SExtractor segmentation using the ERR and WHT maps in that the WHT maps segments more of the outskirts surrounding bright objects in the wisp affected modules.\n", "\n", "Lastly, we will regularly want to produce segmentation maps for every band used in a particular survey, for instance when running a cataloguing pipeline. As before, this takes in `err_type`, `method`, and `overwrite` arguments; we will implement the default functionality of this below." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "****************************************\n", "DATA OBJECT:\n", "----------\n", "SURVEY: JOF\n", "VERSION: v11\n", "****************************************\n", "MULTIPLE_FILTER\n", "----------\n", "FACILITY: JWST\n", "INSTRUMENT: NIRCam\n", "FILTERS: ['F090W', 'F115W', 'F150W', 'F162M', 'F182M', 'F200W', 'F210M', 'F250M', 'F277W', 'F300M', 'F335M', 'F356W', 'F410M', 'F444W']\n", "****************************************\n", "NIRCam COMMON ATTRIBUTES:\n", "----------\n", "IM DIR: /raid/scratch/data/jwst/JOF/NIRCam/mosaic_1084_wispnathan/30mas\n", "RMS ERR DIR: /raid/scratch/data/jwst/JOF/NIRCam/mosaic_1084_wispnathan/30mas\n", "WHT DIR: /raid/scratch/data/jwst/JOF/NIRCam/mosaic_1084_wispnathan/30mas\n", "SEG DIR: /raid/scratch/work/austind/GALFIND_WORK/SExtractor/NIRCam/v11/JOF/MAP_RMS/segmentation\n", "IM EXT: 1\n", "RMS ERR EXT: 2\n", "WHT EXT: 4\n", "ZP: 28.0865\n", "PIX SCALE: 0.03 arcsec\n", "DATA SHAPE: (4464, 10244)\n", "SEG ARGS: {'err_type': 'rms_err', 'method': 'sextractor', 'config_name': 'default.sex', 'params_name': 'default.param'}\n", "----------\n", "****************************************\n", "NIRCam/F090W\n", "----------\n", "IM NAME: jw01210-o001_t002_nircam_clear-f090w_i2dnobg.fits[1]\n", "RMS ERR NAME: jw01210-o001_t002_nircam_clear-f090w_i2dnobg.fits[2]\n", "WHT NAME: jw01210-o001_t002_nircam_clear-f090w_i2dnobg.fits[4]\n", "SEG PATH: JOF_F090W_F090W_sel_cat_v11_seg.fits\n", "****************************************\n", "NIRCam/F115W\n", "----------\n", "IM NAME: jw01210-o001_t002_nircam_clear-f115w_i2dnobg.fits[1]\n", "RMS ERR NAME: jw01210-o001_t002_nircam_clear-f115w_i2dnobg.fits[2]\n", "WHT NAME: jw01210-o001_t002_nircam_clear-f115w_i2dnobg.fits[4]\n", "SEG PATH: JOF_F115W_F115W_sel_cat_v11_seg.fits\n", "****************************************\n", "NIRCam/F150W\n", "----------\n", "IM NAME: jw01210-o001_t002_nircam_clear-f150w_i2dnobg.fits[1]\n", "RMS ERR NAME: jw01210-o001_t002_nircam_clear-f150w_i2dnobg.fits[2]\n", "WHT NAME: jw01210-o001_t002_nircam_clear-f150w_i2dnobg.fits[4]\n", "SEG PATH: JOF_F150W_F150W_sel_cat_v11_seg.fits\n", "****************************************\n", "NIRCam/F162M\n", "----------\n", "IM NAME: jw03215-o001_t002_nircam_clear-f162m_i2dnobg.fits[1]\n", "RMS ERR NAME: jw03215-o001_t002_nircam_clear-f162m_i2dnobg.fits[2]\n", "WHT NAME: jw03215-o001_t002_nircam_clear-f162m_i2dnobg.fits[4]\n", "SEG PATH: JOF_F162M_F162M_sel_cat_v11_seg.fits\n", "****************************************\n", "NIRCam/F182M\n", "----------\n", "IM NAME: jw03215-o001_t002_nircam_clear-f182m_i2dnobg.fits[1]\n", "RMS ERR NAME: jw03215-o001_t002_nircam_clear-f182m_i2dnobg.fits[2]\n", "WHT NAME: jw03215-o001_t002_nircam_clear-f182m_i2dnobg.fits[4]\n", "SEG PATH: JOF_F182M_F182M_sel_cat_v11_seg.fits\n", "****************************************\n", "NIRCam/F200W\n", "----------\n", "IM NAME: jw01210-o001_t002_nircam_clear-f200w_i2dnobg.fits[1]\n", "RMS ERR NAME: jw01210-o001_t002_nircam_clear-f200w_i2dnobg.fits[2]\n", "WHT NAME: jw01210-o001_t002_nircam_clear-f200w_i2dnobg.fits[4]\n", "SEG PATH: JOF_F200W_F200W_sel_cat_v11_seg.fits\n", "****************************************\n", "NIRCam/F210M\n", "----------\n", "IM NAME: jw03215-o001_t002_nircam_clear-f210m_i2dnobg.fits[1]\n", "RMS ERR NAME: jw03215-o001_t002_nircam_clear-f210m_i2dnobg.fits[2]\n", "WHT NAME: jw03215-o001_t002_nircam_clear-f210m_i2dnobg.fits[4]\n", "SEG PATH: JOF_F210M_F210M_sel_cat_v11_seg.fits\n", "****************************************\n", "NIRCam/F250M\n", "----------\n", "IM NAME: jw03215-o001_t002_nircam_clear-f250m_i2dnobg.fits[1]\n", "RMS ERR NAME: jw03215-o001_t002_nircam_clear-f250m_i2dnobg.fits[2]\n", "WHT NAME: jw03215-o001_t002_nircam_clear-f250m_i2dnobg.fits[4]\n", "SEG PATH: JOF_F250M_F250M_sel_cat_v11_seg.fits\n", "****************************************\n", "NIRCam/F277W\n", "----------\n", "IM NAME: jw01210-o001_t002_nircam_clear-f277w_i2dnobg.fits[1]\n", "RMS ERR NAME: jw01210-o001_t002_nircam_clear-f277w_i2dnobg.fits[2]\n", "WHT NAME: jw01210-o001_t002_nircam_clear-f277w_i2dnobg.fits[4]\n", "SEG PATH: JOF_F277W_F277W_sel_cat_v11_seg.fits\n", "****************************************\n", "NIRCam/F300M\n", "----------\n", "IM NAME: jw03215-o001_t002_nircam_clear-f300m_i2dnobg.fits[1]\n", "RMS ERR NAME: jw03215-o001_t002_nircam_clear-f300m_i2dnobg.fits[2]\n", "WHT NAME: jw03215-o001_t002_nircam_clear-f300m_i2dnobg.fits[4]\n", "SEG PATH: JOF_F300M_F300M_sel_cat_v11_seg.fits\n", "****************************************\n", "NIRCam/F335M\n", "----------\n", "IM NAME: jw03215-o001_t002_nircam_clear-f335m_i2dnobg.fits[1]\n", "RMS ERR NAME: jw03215-o001_t002_nircam_clear-f335m_i2dnobg.fits[2]\n", "WHT NAME: jw03215-o001_t002_nircam_clear-f335m_i2dnobg.fits[4]\n", "SEG PATH: JOF_F335M_F335M_sel_cat_v11_seg.fits\n", "****************************************\n", "NIRCam/F356W\n", "----------\n", "IM NAME: jw01210-o001_t002_nircam_clear-f356w_i2dnobg.fits[1]\n", "RMS ERR NAME: jw01210-o001_t002_nircam_clear-f356w_i2dnobg.fits[2]\n", "WHT NAME: jw01210-o001_t002_nircam_clear-f356w_i2dnobg.fits[4]\n", "SEG PATH: JOF_F356W_F356W_sel_cat_v11_seg.fits\n", "****************************************\n", "NIRCam/F410M\n", "----------\n", "IM NAME: jw01210-o001_t002_nircam_clear-f410m_i2dnobg.fits[1]\n", "RMS ERR NAME: jw01210-o001_t002_nircam_clear-f410m_i2dnobg.fits[2]\n", "WHT NAME: jw01210-o001_t002_nircam_clear-f410m_i2dnobg.fits[4]\n", "SEG PATH: JOF_F410M_F410M_sel_cat_v11_seg.fits\n", "****************************************\n", "NIRCam/F444W\n", "----------\n", "IM NAME: jw04210-o001_t002_nircam_clear-f444w_i2dnobg.fits[1]\n", "RMS ERR NAME: jw04210-o001_t002_nircam_clear-f444w_i2dnobg.fits[2]\n", "WHT NAME: jw04210-o001_t002_nircam_clear-f444w_i2dnobg.fits[4]\n", "SEG PATH: JOF_F444W_F444W_sel_cat_v11_seg.fits\n", "****************************************\n", "****************************************\n", "\n" ] } ], "source": [ "JOF_data.segment(err_type=\"rms_err\", method=\"sextractor\", overwrite=False)\n", "print(JOF_data)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example 2: Plotting the segmentation maps\n", "\n", "Once the segmentation map has been created, the next step is to plot it. We use the `Data.plot()` function using the `ext = \"SEG\"` argument. There are a few more arguments that we write explicitly for clarity, although we note that for now we will keep these as the galfind defaults." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "JOF_data[\"F444W\"].plot(ext = \"SEG\", cmap = \"plasma\", show = True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Maybe we also want to zoom into a specific region of the segmentation map as well to have a closer look at some specific sources. Let's change some of the default arguments now to see how this changes the output plot." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example 3: Running forced photometry using SExtractor\n", "\n", "In previous notebooks and examples 1 and 2 we have seen how to load a photometric `Data` class and produce segmentation maps using SExtractor. Now we will produce a catalogue of forced photometry, required for producing photometric source catalogues.\n", "\n", "The `perform_forced_phot()` method in `Data` and `Band_Data_Base` is used to:\n", "1. Perform forced photometry using a specific selection band, including the possibility of using stacked data\n", "2. Produce a photometric catalogue with aperture (and Kron) fluxes in a range of chosen aperture sizes, and other associated (currently just SExtractor) derived properties\n", "3. Create a README for the catalogue which is updated at runtime to describe what is included (TO DO)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:galfind:Loaded aper_diams= for F277W+F356W+F444W\n" ] } ], "source": [ "JOF_data_2 = Data.from_survey_version(\n", " survey = survey,\n", " version = version,\n", " instrument_names = instrument_names, \n", " version_to_dir_dict = morgan_version_to_dir,\n", " aper_diams = aper_diams,\n", " forced_phot_band = [\"F277W\", \"F356W\", \"F444W\"],\n", ")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "****************************************\n", "DATA OBJECT:\n", "----------\n", "SURVEY: JOF\n", "VERSION: v11\n", "PHOTOMETRIC CATALOGUE: /raid/scratch/work/austind/GALFIND_WORK/Catalogues/v11/NIRCam/JOF/(0.32,0.50,1.00,1.50,2.00)as/JOF_MASTER_Sel-F277W+F356W+F444W_v11.fits\n", "APERTURE DIAMETERS: [0.32 0.5 1. 1.5 2. ] arcsec\n", "SELECTION BAND: NIRCam/F277W+F356W+F444W\n", "****************************************\n", "MULTIPLE_FILTER\n", "----------\n", "FACILITY: JWST\n", "INSTRUMENT: NIRCam\n", "FILTERS: ['F090W', 'F115W', 'F150W', 'F162M', 'F182M', 'F200W', 'F210M', 'F250M', 'F277W', 'F300M', 'F335M', 'F356W', 'F410M', 'F444W']\n", "****************************************\n", "NIRCam COMMON ATTRIBUTES:\n", "----------\n", "IM DIR: /raid/scratch/data/jwst/JOF/NIRCam/mosaic_1084_wispnathan/30mas\n", "RMS ERR DIR: /raid/scratch/data/jwst/JOF/NIRCam/mosaic_1084_wispnathan/30mas\n", "WHT DIR: /raid/scratch/data/jwst/JOF/NIRCam/mosaic_1084_wispnathan/30mas\n", "SEG DIR: /raid/scratch/work/austind/GALFIND_WORK/SExtractor/NIRCam/v11/JOF/MAP_RMS/segmentation\n", "FORCED PHOT DIR: /raid/scratch/work/austind/GALFIND_WORK/SExtractor/NIRCam/v11/JOF/MAP_RMS/forced_phot/(0.32,0.50,1.00,1.50,2.00)as\n", "IM EXT: 1\n", "RMS ERR EXT: 2\n", "WHT EXT: 4\n", "ZP: 28.0865\n", "PIX SCALE: 0.03 arcsec\n", "DATA SHAPE: (4464, 10244)\n", "SEG ARGS: {'err_type': 'rms_err', 'method': 'sextractor', 'config_name': 'default.sex', 'params_name': 'default.param'}\n", "FORCED PHOT ARGS: {'forced_phot_band': NIRCam/F277W+F356W+F444W, 'err_type': 'rms_err', 'method': 'sextractor', 'config_name': 'default.sex', 'params_name': 'default.param', 'ra_label': 'ALPHA_J2000', 'dec_label': 'DELTA_J2000'}\n", "----------\n", "****************************************\n", "NIRCam/F090W\n", "----------\n", "IM NAME: jw01210-o001_t002_nircam_clear-f090w_i2dnobg.fits[1]\n", "RMS ERR NAME: jw01210-o001_t002_nircam_clear-f090w_i2dnobg.fits[2]\n", "WHT NAME: jw01210-o001_t002_nircam_clear-f090w_i2dnobg.fits[4]\n", "SEG PATH: JOF_F090W_F090W_sel_cat_v11_seg.fits\n", "FORCED PHOT PATH: JOF_F090W_F277W+F356W+F444W_sel_cat_v11.fits\n", "****************************************\n", "NIRCam/F115W\n", "----------\n", "IM NAME: jw01210-o001_t002_nircam_clear-f115w_i2dnobg.fits[1]\n", "RMS ERR NAME: jw01210-o001_t002_nircam_clear-f115w_i2dnobg.fits[2]\n", "WHT NAME: jw01210-o001_t002_nircam_clear-f115w_i2dnobg.fits[4]\n", "SEG PATH: JOF_F115W_F115W_sel_cat_v11_seg.fits\n", "FORCED PHOT PATH: JOF_F115W_F277W+F356W+F444W_sel_cat_v11.fits\n", "****************************************\n", "NIRCam/F150W\n", "----------\n", "IM NAME: jw01210-o001_t002_nircam_clear-f150w_i2dnobg.fits[1]\n", "RMS ERR NAME: jw01210-o001_t002_nircam_clear-f150w_i2dnobg.fits[2]\n", "WHT NAME: jw01210-o001_t002_nircam_clear-f150w_i2dnobg.fits[4]\n", "SEG PATH: JOF_F150W_F150W_sel_cat_v11_seg.fits\n", "FORCED PHOT PATH: JOF_F150W_F277W+F356W+F444W_sel_cat_v11.fits\n", "****************************************\n", "NIRCam/F162M\n", "----------\n", "IM NAME: jw03215-o001_t002_nircam_clear-f162m_i2dnobg.fits[1]\n", "RMS ERR NAME: jw03215-o001_t002_nircam_clear-f162m_i2dnobg.fits[2]\n", "WHT NAME: jw03215-o001_t002_nircam_clear-f162m_i2dnobg.fits[4]\n", "SEG PATH: JOF_F162M_F162M_sel_cat_v11_seg.fits\n", "FORCED PHOT PATH: JOF_F162M_F277W+F356W+F444W_sel_cat_v11.fits\n", "****************************************\n", "NIRCam/F182M\n", "----------\n", "IM NAME: jw03215-o001_t002_nircam_clear-f182m_i2dnobg.fits[1]\n", "RMS ERR NAME: jw03215-o001_t002_nircam_clear-f182m_i2dnobg.fits[2]\n", "WHT NAME: jw03215-o001_t002_nircam_clear-f182m_i2dnobg.fits[4]\n", "SEG PATH: JOF_F182M_F182M_sel_cat_v11_seg.fits\n", "FORCED PHOT PATH: JOF_F182M_F277W+F356W+F444W_sel_cat_v11.fits\n", "****************************************\n", "NIRCam/F200W\n", "----------\n", "IM NAME: jw01210-o001_t002_nircam_clear-f200w_i2dnobg.fits[1]\n", "RMS ERR NAME: jw01210-o001_t002_nircam_clear-f200w_i2dnobg.fits[2]\n", "WHT NAME: jw01210-o001_t002_nircam_clear-f200w_i2dnobg.fits[4]\n", "SEG PATH: JOF_F200W_F200W_sel_cat_v11_seg.fits\n", "FORCED PHOT PATH: JOF_F200W_F277W+F356W+F444W_sel_cat_v11.fits\n", "****************************************\n", "NIRCam/F210M\n", "----------\n", "IM NAME: jw03215-o001_t002_nircam_clear-f210m_i2dnobg.fits[1]\n", "RMS ERR NAME: jw03215-o001_t002_nircam_clear-f210m_i2dnobg.fits[2]\n", "WHT NAME: jw03215-o001_t002_nircam_clear-f210m_i2dnobg.fits[4]\n", "SEG PATH: JOF_F210M_F210M_sel_cat_v11_seg.fits\n", "FORCED PHOT PATH: JOF_F210M_F277W+F356W+F444W_sel_cat_v11.fits\n", "****************************************\n", "NIRCam/F250M\n", "----------\n", "IM NAME: jw03215-o001_t002_nircam_clear-f250m_i2dnobg.fits[1]\n", "RMS ERR NAME: jw03215-o001_t002_nircam_clear-f250m_i2dnobg.fits[2]\n", "WHT NAME: jw03215-o001_t002_nircam_clear-f250m_i2dnobg.fits[4]\n", "SEG PATH: JOF_F250M_F250M_sel_cat_v11_seg.fits\n", "FORCED PHOT PATH: JOF_F250M_F277W+F356W+F444W_sel_cat_v11.fits\n", "****************************************\n", "NIRCam/F277W\n", "----------\n", "IM NAME: jw01210-o001_t002_nircam_clear-f277w_i2dnobg.fits[1]\n", "RMS ERR NAME: jw01210-o001_t002_nircam_clear-f277w_i2dnobg.fits[2]\n", "WHT NAME: jw01210-o001_t002_nircam_clear-f277w_i2dnobg.fits[4]\n", "SEG PATH: JOF_F277W_F277W_sel_cat_v11_seg.fits\n", "FORCED PHOT PATH: JOF_F277W_F277W+F356W+F444W_sel_cat_v11.fits\n", "****************************************\n", "NIRCam/F300M\n", "----------\n", "IM NAME: jw03215-o001_t002_nircam_clear-f300m_i2dnobg.fits[1]\n", "RMS ERR NAME: jw03215-o001_t002_nircam_clear-f300m_i2dnobg.fits[2]\n", "WHT NAME: jw03215-o001_t002_nircam_clear-f300m_i2dnobg.fits[4]\n", "SEG PATH: JOF_F300M_F300M_sel_cat_v11_seg.fits\n", "FORCED PHOT PATH: JOF_F300M_F277W+F356W+F444W_sel_cat_v11.fits\n", "****************************************\n", "NIRCam/F335M\n", "----------\n", "IM NAME: jw03215-o001_t002_nircam_clear-f335m_i2dnobg.fits[1]\n", "RMS ERR NAME: jw03215-o001_t002_nircam_clear-f335m_i2dnobg.fits[2]\n", "WHT NAME: jw03215-o001_t002_nircam_clear-f335m_i2dnobg.fits[4]\n", "SEG PATH: JOF_F335M_F335M_sel_cat_v11_seg.fits\n", "FORCED PHOT PATH: JOF_F335M_F277W+F356W+F444W_sel_cat_v11.fits\n", "****************************************\n", "NIRCam/F356W\n", "----------\n", "IM NAME: jw01210-o001_t002_nircam_clear-f356w_i2dnobg.fits[1]\n", "RMS ERR NAME: jw01210-o001_t002_nircam_clear-f356w_i2dnobg.fits[2]\n", "WHT NAME: jw01210-o001_t002_nircam_clear-f356w_i2dnobg.fits[4]\n", "SEG PATH: JOF_F356W_F356W_sel_cat_v11_seg.fits\n", "FORCED PHOT PATH: JOF_F356W_F277W+F356W+F444W_sel_cat_v11.fits\n", "****************************************\n", "NIRCam/F410M\n", "----------\n", "IM NAME: jw01210-o001_t002_nircam_clear-f410m_i2dnobg.fits[1]\n", "RMS ERR NAME: jw01210-o001_t002_nircam_clear-f410m_i2dnobg.fits[2]\n", "WHT NAME: jw01210-o001_t002_nircam_clear-f410m_i2dnobg.fits[4]\n", "SEG PATH: JOF_F410M_F410M_sel_cat_v11_seg.fits\n", "FORCED PHOT PATH: JOF_F410M_F277W+F356W+F444W_sel_cat_v11.fits\n", "****************************************\n", "NIRCam/F444W\n", "----------\n", "IM NAME: jw04210-o001_t002_nircam_clear-f444w_i2dnobg.fits[1]\n", "RMS ERR NAME: jw04210-o001_t002_nircam_clear-f444w_i2dnobg.fits[2]\n", "WHT NAME: jw04210-o001_t002_nircam_clear-f444w_i2dnobg.fits[4]\n", "SEG PATH: JOF_F444W_F444W_sel_cat_v11_seg.fits\n", "FORCED PHOT PATH: JOF_F444W_F277W+F356W+F444W_sel_cat_v11.fits\n", "****************************************\n", "****************************************\n", "\n" ] } ], "source": [ "JOF_data_2.segment(err_type=\"rms_err\", method=\"sextractor\", overwrite=False)\n", "JOF_data_2.perform_forced_phot()\n", "print(JOF_data_2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's have a look at the catalogue this has produced." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " NUMBER X_IMAGE Y_IMAGE ... FLAGS_F444W ISOAREA_IMAGE_F444W\n", " pix pix ... pix2 \n", "---------- ----------- ----------- ... ----------- -------------------\n", " 1 9219.8145 743.6143 ... 2 24934\n", " 2 6108.1621 543.1823 ... 0 15250\n", " 3 7386.6421 518.4732 ... 2 11853\n", " 4 8138.5957 472.6456 ... 2 21621\n", " 5 8047.3140 369.3903 ... 3 4953\n", " 6 9006.2188 330.5024 ... 3 10204\n", " 7 765.8052 389.6784 ... 3 10175\n", " 8 1647.3230 381.3969 ... 3 8131\n", " 9 6701.1450 368.3413 ... 2 6157\n", " 10 82.3648 355.8787 ... 18 3895\n", " ... ... ... ... ... ...\n", " 16326 165.1400 4290.8848 ... 2 7\n", " 16327 1572.5746 3880.5979 ... 0 43\n", " 16328 519.1140 3818.2654 ... 0 4\n", " 16329 2450.3884 4210.3047 ... 0 24\n", " 16330 1747.7365 3890.1292 ... 1 13\n", " 16331 358.0430 3908.7808 ... 0 55\n", " 16332 210.6940 3880.5181 ... 0 289\n", " 16333 1042.0570 3963.1199 ... 0 6\n", " 16334 801.5937 3915.8589 ... 3 2\n", " 16335 9108.6465 3653.9946 ... 0 274\n", "Length = 16335 rows\n" ] } ], "source": [ "tab = Table.read(JOF_data_2.phot_cat_path)\n", "print(tab)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example 4: Re-configuring SExtractor\n", "\n", "We have shown how running SExtractor can work using the default configuration, but what if we want to change this? This is rather straightforwards, as we can simply use the `config_path` argument of the `Band_Data/Stacked_Band_Data/Data` segment function. Let's have a go at this now, again for the F444W filter, also showing explicitly how the default output parameters can be changed with `params_name`. The default `params_name` is still used here, although more information regarding which output parameters are saved can be found in [the official SExtractor documentation](https://sextractor.readthedocs.io/_/downloads/en/stable/pdf/)." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "F444W_JOF_5.segment(\"rms_err\", config_name=\"test1.sex\", params_name=\"default.param\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Hmm, looks like the already run default segmentation maps are loaded in here instead of the ones we wanted to use with the updated config file. Of course we could have set `overwrite=True` in the above code block, but should we wish to compare the two SExtractor outputs we will need to keep the original data too. To get around this, we will use a new version name called `v11_test`. This will load in the `v11` data but save all of the products in `v11_test` folders. Due to this functionality, we caution the reader to not include underscores in their version names. " ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "JOF_data_test = Data.from_survey_version(\n", " survey = survey,\n", " version = f\"{version}_test\",\n", " instrument_names = instrument_names, \n", " version_to_dir_dict = morgan_version_to_dir,\n", " aper_diams = aper_diams,\n", ")\n", "F444W_JOF_test = JOF_data_test[\"F444W\"]\n", "F444W_JOF_test.segment(\"rms_err\", config_name=\"test.sex\", params_name=\"default.param\", overwrite=False) # True" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That's all well and good, but what is the difference between these outputs? The difference between `default.sex` and `test.sex` is that the parameters DETECT_MINAREA, DETECT_THRESH, and ANALYSIS_THRESH have been changed. We should plot the difference to see how this impacts things. " ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# load the segmentation maps\n", "default_seg = F444W_JOF.load_seg(incl_hdr = False)\n", "test_seg = F444W_JOF_test.load_seg(incl_hdr = False)\n", "# plot the difference\n", "fig, ax = plt.subplots()\n", "ax.imshow(default_seg.astype(bool) & ~test_seg.astype(bool), origin = \"lower\")\n", "ax.set_title(\"bool(DEFAULT) AND NOT bool(TEST)\")\n", "ax.set_xlabel(\"x [pix]\")\n", "ax.set_ylabel(\"y [pix]\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It should be easy to now test different SExtractor configurations iteratively until you find the parameters ideal for your specific science goals." ] } ], "metadata": { "kernelspec": { "display_name": "galfind_test", "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": "3.9.0" } }, "nbformat": 4, "nbformat_minor": 2 }