{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Local background estimation\n", "\n", "`opticam_new` supports specification of local background estimators, which can improve the background estimation in cases where the background varies considerably across an image. In this notebook, I will demonstrate how to define a local background estimator for use with `opticam_new`, as well as explain `opticam_new`'s default local background estimator.\n", "\n", "## Generating Data\n", "\n", "First thing's first, we need to generate some dummy data:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] variable source is at (122, 104)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Generating observations: 100%|██████████|[00:04<00:00]\n" ] } ], "source": [ "import opticam_new\n", "\n", "opticam_new.generate_observations(\n", " out_dir='local_backgrounds_tutorial/data',\n", " n_images=20,\n", " circular_aperture=False,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can use these dummy observations to compute and compare local backgrounds.\n", "\n", "## Generating Catalogs\n", "\n", "Before we can look at the local background estimator, we need to create our source catalogs:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] local_backgrounds_tutorial/reduced not found, attempting to create ...\n", "[OPTICAM] local_backgrounds_tutorial/reduced created.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "[OPTICAM] Scanning data directory: 100%|██████████|[00:00<00:00]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Binning: 4x4\n", "[OPTICAM] Filters: g-band, r-band, i-band\n", "[OPTICAM] 20 g-band images.\n", "[OPTICAM] 20 r-band images.\n", "[OPTICAM] 20 i-band images.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cat = opticam_new.Catalog(\n", " data_directory='local_backgrounds_tutorial/data',\n", " out_directory='local_backgrounds_tutorial/reduced',\n", " remove_cosmic_rays=False,\n", " )" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Initialising catalogs\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "[OPTICAM] Aligning g-band images: 100%|██████████|[00:00<00:00]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Done.\n", "[OPTICAM] 20 image(s) aligned.\n", "[OPTICAM] 0 image(s) could not be aligned.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "[OPTICAM] Aligning r-band images: 100%|██████████|[00:00<00:00]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Done.\n", "[OPTICAM] 20 image(s) aligned.\n", "[OPTICAM] 0 image(s) could not be aligned.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "[OPTICAM] Aligning i-band images: 100%|██████████|[00:00<00:00]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Done.\n", "[OPTICAM] 20 image(s) aligned.\n", "[OPTICAM] 0 image(s) could not be aligned.\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cat.create_catalogs()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `DefaultLocalBackground`\n", "\n", "Now we look at the default local background estimator, `DefaultLocalBackground`. The default local background estimator uses an elliptical annulus that scales the `semimajor_sigma` and `semiminor_sigma` parameters of the catalogue's `psf_params` dictionary. Let's see what this dictionary looks like:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'g-band': {'semimajor_sigma': np.float64(1.947867010701578),\n", " 'semiminor_sigma': np.float64(1.9362408131678852),\n", " 'orientation': np.float64(47.13371883619817)},\n", " 'r-band': {'semimajor_sigma': np.float64(1.9478670106350826),\n", " 'semiminor_sigma': np.float64(1.9362408131119144),\n", " 'orientation': np.float64(47.152263419301484)},\n", " 'i-band': {'semimajor_sigma': np.float64(1.9478670107825269),\n", " 'semiminor_sigma': np.float64(1.936240813226689),\n", " 'orientation': np.float64(47.17119043872118)}}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cat.psf_params" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see that all three cameras have the same PSF parameters, since these simulated data are the same for each camera. In practise, the PSF parameters will generally be different between cameras. \n", "\n", "We can see each camera has three PSF parameters:\n", "- `semimajor_sigma`: the standard deviation of the PSF along the semi-major axis (assuming a 2D Gaussian PSF)\n", "- `semiminor_sigma`: the standard deviation of the PSF along the semi-minor axis (assuming a 2D Gaussian PSF)\n", "- `orientation`: the orientation of the PSF in degrees\n", "\n", "When defining a custom local background estimator, it's a good idea to use these values to define your annulus (more on this later). For now, let's perform photometry using the default local background estimator:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Photometry results will be saved to optimal_annulus_light_curves in local_backgrounds_tutorial/reduced.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "[OPTICAM] Performing photometry on g-band images: 100%|██████████|[00:00<00:00]\n", "[OPTICAM] Performing photometry on r-band images: 100%|██████████|[00:00<00:00]\n", "[OPTICAM] Performing photometry on i-band images: 100%|██████████|[00:00<00:00]\n" ] } ], "source": [ "phot = opticam_new.OptimalPhotometer(\n", " local_background_estimator=opticam_new.DefaultLocalBackground(),\n", ")\n", "\n", "cat.photometry(phot)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's take a look at the resulting light curve file for a random source:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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fluxflux_errbackgroundbackground_errBMJD
0432.99942510.673493100.5413609.98654060310.000000
1433.16550610.90534698.66909310.23583060310.000012
2431.94227110.963515100.16622410.29847760310.000023
3431.4650179.96445499.6021999.22809760310.000035
4434.02568110.709357101.07194810.02306860310.000046
5432.00602810.33984099.7364659.63212160310.000058
6429.91155710.072193100.9813599.34513860310.000069
7431.16691810.540508100.1063049.84833060310.000081
8431.43610310.14089599.9668989.41857860310.000093
9429.94545511.011182101.97104310.34804260310.000104
10433.2086879.382505100.2382548.59298260310.000116
11432.25290810.341411100.4709629.63188760310.000127
12433.92591611.07500599.82650810.41411260310.000139
13433.58855710.043910100.6407339.30956660310.000150
14432.45153611.06859599.58146810.41043760310.000162
15433.62279911.49743499.33545210.86332460310.000174
16434.07277911.78097299.63055911.16183560310.000185
17432.77460410.74158299.68983310.05989260310.000197
18434.28384410.63944499.7597569.94924360310.000208
19433.47260110.06985599.4647529.34017860310.000220
\n", "
" ], "text/plain": [ " flux flux_err background background_err BMJD\n", "0 432.999425 10.673493 100.541360 9.986540 60310.000000\n", "1 433.165506 10.905346 98.669093 10.235830 60310.000012\n", "2 431.942271 10.963515 100.166224 10.298477 60310.000023\n", "3 431.465017 9.964454 99.602199 9.228097 60310.000035\n", "4 434.025681 10.709357 101.071948 10.023068 60310.000046\n", "5 432.006028 10.339840 99.736465 9.632121 60310.000058\n", "6 429.911557 10.072193 100.981359 9.345138 60310.000069\n", "7 431.166918 10.540508 100.106304 9.848330 60310.000081\n", "8 431.436103 10.140895 99.966898 9.418578 60310.000093\n", "9 429.945455 11.011182 101.971043 10.348042 60310.000104\n", "10 433.208687 9.382505 100.238254 8.592982 60310.000116\n", "11 432.252908 10.341411 100.470962 9.631887 60310.000127\n", "12 433.925916 11.075005 99.826508 10.414112 60310.000139\n", "13 433.588557 10.043910 100.640733 9.309566 60310.000150\n", "14 432.451536 11.068595 99.581468 10.410437 60310.000162\n", "15 433.622799 11.497434 99.335452 10.863324 60310.000174\n", "16 434.072779 11.780972 99.630559 11.161835 60310.000185\n", "17 432.774604 10.741582 99.689833 10.059892 60310.000197\n", "18 434.283844 10.639444 99.759756 9.949243 60310.000208\n", "19 433.472601 10.069855 99.464752 9.340178 60310.000220" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "\n", "default_g_band_source_2_df = pd.read_csv(\n", " 'local_backgrounds_tutorial/reduced/optimal_annulus_light_curves/g-band_source_2.csv',\n", " )\n", "\n", "default_g_band_source_2_df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see that the light curve file has background and background_err columns, which are only included if a local background estimator was used to compute the light curve. The average background is about 100, which is the expected value, and the average background error is about $\\sqrt{100} = 10$, which is also the expected value, showing that the default local background estimator is working well.\n", "\n", "## Custom Local Background\n", "\n", "The default local background estimator uses the mean and standard deviation in the sigma-clipped annulus to estimate the background and its error, respectively. We will therefore define a custom local background estimator that works slightly differently, using the median instead of the mean, and the median absolute deviation instead of the standard deviation. \n", "\n", "To define a custom local background estimator, you should either inherit from the `BaseLocalBackground` base class, or define a class that implements a `__call__()` method with the following input parameters:\n", "- `data`: the image data as a 2D `numpy` array\n", "- `error`: the error in the image data as a 2D `numpy` array\n", "- `position`: the position of a source as a tuple (x, y)\n", "- `semimajor_axis`: the semi-major standard deviation of the PSF (assumed to be a 2D Gaussian)\n", "- `semiminor_axis`: the semi-minor standard deviation of the PSF (assumed to be a 2D Gaussian)\n", "- `orientation`: the orientation of the PSF in degrees\n", "\n", "For simplicity, I will inherit from the base class since this is how I'd recommend defining a custom local background estimator:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from opticam_new.reduction.local_background import BaseLocalBackground\n", "\n", "from photutils.aperture import EllipticalAnnulus, ApertureStats\n", "\n", "class CustomLocalBackground(BaseLocalBackground):\n", " \n", " def __call__(\n", " self,\n", " data, # the image data as a 2D numpy array\n", " error, # the error in the image data as a 2D numpy array\n", " position, # the position of a source as a tuple (x, y)\n", " semimajor_axis, # the semimajor axis of the PSF in pixels (assuming a 2D Gaussian PSF)\n", " semiminor_axis, # the semiminor axis of the PSF in pixels (assuming a 2D Gaussian PSF)\n", " orientation, # the orientation of the PSF in degrees\n", " ):\n", " \n", " # define the annulus using photutils\n", " annulus = EllipticalAnnulus(\n", " positions=position,\n", " a_in=self.r_in_scale * semimajor_axis,\n", " a_out=self.r_out_scale * semimajor_axis,\n", " b_in=self.r_in_scale * semiminor_axis,\n", " b_out=self.r_out_scale * semiminor_axis,\n", " theta=orientation,\n", " )\n", " \n", " # compute the statistics in the annulus\n", " stats = ApertureStats(\n", " data,\n", " annulus,\n", " error=error,\n", " sigma_clip=self.sigma_clip,\n", " )\n", " \n", " median_local_background = float(stats.median)\n", " \n", " # median absolute deviation (MAD) of the local background\n", " mad_std_local_background = float(stats.mad_std)\n", " \n", " return median_local_background, mad_std_local_background" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When inheriting from the `BaseLocalBackground` base class, there is no need to implement an `__init__()` method.\n", "\n", "The order of the parameters in the `__call__()` method is important, since `opticam_new`'s photometry routines assume a local background estimator's `__call__()` method takes the above parameters in the above order. These parameters are handled by the catalogue, and so you don't need to worry about computing them. In particular, the `semimajor_axis`, `semiminor_axis`, and `orientation` parameters are passed from the catalogue's `psf_params` dictionary using the appropriate values for the camera corresponding to the image, so you don't need to worry about unpacking this dictionary.\n", "\n", "Finally, there is no requirement to use `photutils` for estimating local backgrounds, but `photutils` does make it a lot easier.\n", "\n", "Let's now perform photometry using our custom local background estimator:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Photometry results will be saved to optimal_annulus_light_curves in local_backgrounds_tutorial/reduced.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "[OPTICAM] Performing photometry on g-band images: 100%|██████████|[00:00<00:00]\n", "[OPTICAM] Performing photometry on r-band images: 100%|██████████|[00:00<00:00]\n", "[OPTICAM] Performing photometry on i-band images: 100%|██████████|[00:00<00:00]\n" ] } ], "source": [ "from astropy.stats import SigmaClip\n", "\n", "custom_phot = opticam_new.OptimalPhotometer(\n", " local_background_estimator=CustomLocalBackground(\n", " r_in_scale=5,\n", " r_out_scale=6,\n", " sigma_clip=SigmaClip(\n", " sigma=3,\n", " maxiters=10,\n", " ),\n", " ),\n", ")\n", "\n", "cat.photometry(custom_phot)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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fluxflux_errbackgroundbackground_errBMJD
0431.85113311.442116101.68965210.80414560310.000000
1434.00151610.22981397.8330829.51287160310.000012
2431.63054510.741558100.47795110.06186160310.000023
3431.2750669.60401799.7921508.83767960310.000035
4434.9359739.908621100.1616579.16255060310.000046
5432.82189410.75667598.92059810.07827060310.000058
6430.91077010.22063899.9821469.50494460310.000069
7430.92733911.450960100.34588410.81719960310.000081
8431.32523211.154775100.07777010.50242260310.000093
9430.1798539.423111101.7366458.63891560310.000104
10433.08168710.431433100.3652549.72742260310.000116
11431.6120399.632335101.1118318.86624760310.000127
12435.33026510.51716298.4221599.81879260310.000139
13434.03039410.933374100.19889610.26287360310.000150
14431.40844411.198730100.62456010.54869460310.000162
15433.00018110.97176199.95807010.30535660310.000174
16433.63016911.667831100.07316811.04235260310.000185
17431.73222111.156288100.73221610.50155360310.000197
18434.23369411.97503099.80990611.36622360310.000208
19433.10334610.59307199.8340079.90202560310.000220
\n", "
" ], "text/plain": [ " flux flux_err background background_err BMJD\n", "0 431.851133 11.442116 101.689652 10.804145 60310.000000\n", "1 434.001516 10.229813 97.833082 9.512871 60310.000012\n", "2 431.630545 10.741558 100.477951 10.061861 60310.000023\n", "3 431.275066 9.604017 99.792150 8.837679 60310.000035\n", "4 434.935973 9.908621 100.161657 9.162550 60310.000046\n", "5 432.821894 10.756675 98.920598 10.078270 60310.000058\n", "6 430.910770 10.220638 99.982146 9.504944 60310.000069\n", "7 430.927339 11.450960 100.345884 10.817199 60310.000081\n", "8 431.325232 11.154775 100.077770 10.502422 60310.000093\n", "9 430.179853 9.423111 101.736645 8.638915 60310.000104\n", "10 433.081687 10.431433 100.365254 9.727422 60310.000116\n", "11 431.612039 9.632335 101.111831 8.866247 60310.000127\n", "12 435.330265 10.517162 98.422159 9.818792 60310.000139\n", "13 434.030394 10.933374 100.198896 10.262873 60310.000150\n", "14 431.408444 11.198730 100.624560 10.548694 60310.000162\n", "15 433.000181 10.971761 99.958070 10.305356 60310.000174\n", "16 433.630169 11.667831 100.073168 11.042352 60310.000185\n", "17 431.732221 11.156288 100.732216 10.501553 60310.000197\n", "18 434.233694 11.975030 99.809906 11.366223 60310.000208\n", "19 433.103346 10.593071 99.834007 9.902025 60310.000220" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "custom_g_band_source_2_df = pd.read_csv(\n", " 'local_backgrounds_tutorial/reduced/optimal_annulus_light_curves/g-band_source_2.csv',\n", " )\n", "\n", "custom_g_band_source_2_df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Again, the background and its error are both close to the expected values. Let's therefore compare the local background estimations more clearly:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib import pyplot as plt\n", "\n", "fig, axes = plt.subplots(\n", " nrows=2,\n", " tight_layout=True,\n", " sharex=True,\n", " )\n", "\n", "axes[0].plot(\n", " default_g_band_source_2_df['BMJD'],\n", " default_g_band_source_2_df['background'],\n", " label='Default',\n", ")\n", "axes[0].plot(\n", " custom_g_band_source_2_df['BMJD'],\n", " custom_g_band_source_2_df['background'],\n", " label='Custom',\n", ")\n", "axes[0].axhline(\n", " 100,\n", " color='k',\n", " zorder=0,\n", ")\n", "\n", "axes[1].plot(\n", " default_g_band_source_2_df['BMJD'],\n", " default_g_band_source_2_df['background_err'],\n", " label='Default',\n", ")\n", "axes[1].plot(\n", " custom_g_band_source_2_df['BMJD'],\n", " custom_g_band_source_2_df['background_err'],\n", " label='Custom',\n", ")\n", "axes[1].axhline(\n", " 10,\n", " color='k',\n", " zorder=0,\n", ")\n", "\n", "axes[1].set_xlabel('BMJD [days]')\n", "axes[0].set_ylabel('Background [Counts]')\n", "axes[1].set_ylabel('Background error [Counts]')\n", "\n", "axes[0].legend()\n", "axes[1].legend()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, both methods are around the expected values, and so either local background estimator would likely give pretty good results in practise.\n", "\n", "That concludes the local background tutorial for `opticam_new`! The default local background estimator should be \"good enough\" in most cases, but we have seen how to implement custom local background estimators if required. Once again, I refer to the excellent `photutils` documentation for further details on implementing custom local background estimators: https://photutils.readthedocs.io/en/stable/user_guide/aperture.html#local-background-subtraction." ] } ], "metadata": { "kernelspec": { "display_name": "opticam", "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": "3.12.7" } }, "nbformat": 4, "nbformat_minor": 2 }