{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Local background estimation\n", "\n", "`opticam` 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`, as well as explain `opticam`'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 (131, 115)\n", "[OPTICAM] variability RMS: 0.02 %\n", "[OPTICAM] variability frequency: 0.135 Hz\n", "[OPTICAM] variability phase lags:\n", " [OPTICAM] g-band: 0.000 radians\n", " [OPTICAM] r-band: 1.571 radians\n", " [OPTICAM] i-band: 3.142 radians\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Generating observations: 100%|██████████|[00:04<00:00]\n" ] } ], "source": [ "import opticam\n", "\n", "opticam.generate_observations(\n", " out_dir='local_backgrounds_tutorial/data',\n", " n_images=10,\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]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Binning: 4x4\n", "[OPTICAM] Filters: g-band, r-band, i-band\n", "[OPTICAM] 10 g-band images.\n", "[OPTICAM] 10 r-band images.\n", "[OPTICAM] 10 i-band images.\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Creating source 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] 10 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] 10 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] 10 image(s) aligned.\n", "[OPTICAM] 0 image(s) could not be aligned.\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reducer = opticam.Reducer(\n", " data_directory='local_backgrounds_tutorial/data',\n", " out_directory='local_backgrounds_tutorial/reduced',\n", " remove_cosmic_rays=False,\n", " )\n", "\n", "reducer.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` attribute, which is defined when the source catalogs are created (or read from file if the catalogs were created previously). Let's see what this dictionary looks like:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'g-band': {'semimajor_sigma': np.float64(1.413218686650065),\n", " 'semiminor_sigma': np.float64(1.3790703013931664),\n", " 'orientation': np.float64(-75.23359473318958)},\n", " 'r-band': {'semimajor_sigma': np.float64(1.4132191514395016),\n", " 'semiminor_sigma': np.float64(1.3790698107870591),\n", " 'orientation': np.float64(-75.23520649261539)},\n", " 'i-band': {'semimajor_sigma': np.float64(1.4132373104484879),\n", " 'semiminor_sigma': np.float64(1.3790481577857459),\n", " 'orientation': np.float64(-75.23624808916581)}}" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "reducer.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": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Photometry results will be saved to lcs/optimal_annulus 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" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "phot = opticam.OptimalPhotometer(\n", " local_background_estimator=opticam.DefaultLocalBackground(),\n", ")\n", "\n", "reducer.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": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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BMJDfluxflux_errbackgroundbackground_err
060309.999797259.6559004.780290101.06965310.799642
160309.999809263.0284604.676428100.6141869.383994
260309.999820251.5552614.680888100.50085310.390129
360309.999832261.7064784.655758102.1831998.896059
460309.999843252.5876264.647972101.3340629.896461
560309.999855239.8128404.607177100.13050310.254058
660309.999866253.3021154.64158599.4341779.829064
760309.999878256.5236964.62519499.5445239.452757
860309.999890248.2720534.57364199.3568049.532862
960309.999901263.4707374.63311099.2401229.023487
\n", "
" ], "text/plain": [ " BMJD flux flux_err background background_err\n", "0 60309.999797 259.655900 4.780290 101.069653 10.799642\n", "1 60309.999809 263.028460 4.676428 100.614186 9.383994\n", "2 60309.999820 251.555261 4.680888 100.500853 10.390129\n", "3 60309.999832 261.706478 4.655758 102.183199 8.896059\n", "4 60309.999843 252.587626 4.647972 101.334062 9.896461\n", "5 60309.999855 239.812840 4.607177 100.130503 10.254058\n", "6 60309.999866 253.302115 4.641585 99.434177 9.829064\n", "7 60309.999878 256.523696 4.625194 99.544523 9.452757\n", "8 60309.999890 248.272053 4.573641 99.356804 9.532862\n", "9 60309.999901 263.470737 4.633110 99.240122 9.023487" ] }, "execution_count": 5, "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/lcs/optimal_annulus/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": 6, "metadata": {}, "outputs": [], "source": [ "from photutils.aperture import EllipticalAnnulus, ApertureStats\n", "from astropy.stats import SigmaClip\n", "\n", "def custom_local_background(\n", " data, # 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", " # set inner and outer radius scale of annulus\n", " r_in_scale = 5\n", " r_out_scale = 7.5\n", " \n", " # define the annulus using photutils\n", " annulus = EllipticalAnnulus(\n", " positions=position,\n", " a_in=r_in_scale * semimajor_axis,\n", " a_out=r_out_scale * semimajor_axis,\n", " b_in=r_in_scale * semiminor_axis,\n", " b_out=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", " sigma_clip=SigmaClip(sigma=3.5, maxiters=10),\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`'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": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Photometry results will be saved to lcs/optimal_annulus 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" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "custom_phot = opticam.OptimalPhotometer(\n", " local_background_estimator=custom_local_background,\n", " )\n", "\n", "reducer.photometry(custom_phot, overwrite=True)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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BMJDfluxflux_errbackgroundbackground_err
060309.999797259.9615884.838659100.76396511.418520
160309.999809262.4922784.676677101.1503689.387024
260309.999820250.7872044.680005101.26891010.380381
360309.999832260.8737594.711841103.0159179.592005
460309.999843251.3633194.614560102.5583699.505810
560309.999855240.0306024.58317699.9127419.987173
660309.999866253.7525044.68301498.98378810.299108
760309.999878256.8144884.51852099.2537318.091121
860309.999890248.3453014.57169499.2835569.509957
960309.999901263.1194224.70771499.5914379.924216
\n", "
" ], "text/plain": [ " BMJD flux flux_err background background_err\n", "0 60309.999797 259.961588 4.838659 100.763965 11.418520\n", "1 60309.999809 262.492278 4.676677 101.150368 9.387024\n", "2 60309.999820 250.787204 4.680005 101.268910 10.380381\n", "3 60309.999832 260.873759 4.711841 103.015917 9.592005\n", "4 60309.999843 251.363319 4.614560 102.558369 9.505810\n", "5 60309.999855 240.030602 4.583176 99.912741 9.987173\n", "6 60309.999866 253.752504 4.683014 98.983788 10.299108\n", "7 60309.999878 256.814488 4.518520 99.253731 8.091121\n", "8 60309.999890 248.345301 4.571694 99.283556 9.509957\n", "9 60309.999901 263.119422 4.707714 99.591437 9.924216" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "custom_g_band_source_2_df = pd.read_csv(\n", " 'local_backgrounds_tutorial/reduced/lcs/optimal_annulus/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": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "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", " ls='--',\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", " ls='--',\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 RMS [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`! 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": "3.13.3" } }, "nbformat": 4, "nbformat_minor": 2 }