{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Corrections\n", "\n", "`opticam` provides a simple interface for creating and applying image corrections via the `opticam.correctors` subpackge. Currently, corrections are limited to flat-fielding and dark noise.\n", "\n", "In this notebook, I will demonstrate how to create a correction image, and how this correction image can be incorporated into the reduction process.\n", "\n", "## Flat-fielding\n", "\n", "First, let's take a look at flat-field corrections.\n", "\n", "### Generating Synthetic Data and Flats\n", "\n", "Before applying flat-field corrections, we need some flat-field images. For this tutorial, I will use the `generate_flats()` routine to generate some synethetic flats. I will also generate some synthetic observations using `generate_observations()` with `circular_aperture=True`:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:29:28.348265Z", "iopub.status.busy": "2026-02-16T18:29:28.348176Z", "iopub.status.idle": "2026-02-16T18:29:34.615530Z", "shell.execute_reply": "2026-02-16T18:29:34.615172Z" } }, "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": [ "\r", "Generating observations: 0%| |[00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from astropy.io import fits\n", "from astropy.visualization import simple_norm\n", "from matplotlib import pyplot as plt\n", "import numpy as np\n", "\n", "\n", "# open the first flat field image\n", "with fits.open(flat_paths[0]) as hdul:\n", " print(repr(hdul[0].header))\n", " flat = np.array(hdul[0].data)\n", "\n", "# plot the flat field image\n", "fig, ax = plt.subplots(tight_layout=True)\n", "\n", "im = ax.imshow(\n", " flat,\n", " norm=simple_norm(\n", " flat,\n", " stretch=\"log\",\n", " ),\n", " origin=\"lower\",\n", " cmap=\"Greys\",\n", " )\n", "\n", "fig.colorbar(im)\n", "\n", "ax.set_xlabel(\"X\")\n", "ax.set_ylabel(\"Y\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These synthetic flats show a circular shadow. You might imagine that this shadow was cast by the telescope's circular aperture.\n", "\n", "We see a similar shadow in the synthetic observations:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:29:34.743157Z", "iopub.status.busy": "2026-02-16T18:29:34.743082Z", "iopub.status.idle": "2026-02-16T18:29:34.865090Z", "shell.execute_reply": "2026-02-16T18:29:34.864692Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# get the first image\n", "image_paths = sorted(list(obs_dir.glob('*')))\n", "\n", "# open the image\n", "with fits.open(image_paths[0]) as hdul:\n", " image = np.array(hdul[0].data)\n", "\n", "# plot the image\n", "fig, ax = plt.subplots(tight_layout=True)\n", "\n", "im = ax.imshow(\n", " image,\n", " norm=simple_norm(\n", " image,\n", " stretch=\"log\",\n", " ),\n", " origin=\"lower\",\n", " cmap=\"Greys\",\n", " )\n", "\n", "fig.colorbar(im)\n", "\n", "ax.set_xlabel(\"X\")\n", "ax.set_ylabel(\"Y\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Just like in the flats, we see a circular shadow at the corners of the image.\n", "\n", "### Ignoring flat-field corrections\n", "\n", "Let's see what happens if we neglect flat-field corrections:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:29:34.866224Z", "iopub.status.busy": "2026-02-16T18:29:34.866150Z", "iopub.status.idle": "2026-02-16T18:29:46.802979Z", "shell.execute_reply": "2026-02-16T18:29:46.802682Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] out/reduced/no_flats not found, attempting to create ...\n", "[OPTICAM] out/reduced/no_flats created.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "[OPTICAM] Scanning data directory: 0%| |[00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Creating source catalogs.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "[OPTICAM] Aligning 1:g images: 0%| |[00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Plot saved to /tmp/tmptalj6gyx/out/reduced/no_flats/diag/background.pdf.\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reducer = opticam.Reducer(\n", " data_directory=obs_dir, # path to the simulated data\n", " out_directory=out_dir / 'reduced' / 'no_flats', # path to where output will be saved\n", " show_plots=True,\n", " )\n", "\n", "reducer.create_catalogs()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, systematic artefacts stack in the catalog image. Not only can these artefacts skew flux measurements, but they may also lead to spurious source detections. It's therefore important to correct for these effects.\n", "\n", "### Applying Flat-field Corrections\n", "\n", "In `opticam`, flat-field corrections are handled by an `opticam.FlatFieldCorrector` object:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:29:46.804029Z", "iopub.status.busy": "2026-02-16T18:29:46.803950Z", "iopub.status.idle": "2026-02-16T18:29:47.058930Z", "shell.execute_reply": "2026-02-16T18:29:47.058584Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\r", "[OPTICAM] Scanning data directory: 0%| |[00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "master_flat = flat_corrector.master_images['1:g']\n", "\n", "fig, ax = plt.subplots(tight_layout=True)\n", "\n", "im = ax.imshow(\n", " master_flat,\n", " norm=simple_norm(\n", " master_flat,\n", " stretch=\"log\",\n", " ),\n", " origin=\"lower\",\n", " cmap=\"Greys\",\n", " )\n", "\n", "ax.set_xlabel(\"X\")\n", "ax.set_ylabel(\"Y\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Performing Flat-field Corrections\n", "\n", "Let's now use our `FlatFieldCorrector` instance to correct an image using its `correct()` method. `correct()` takes an image array and its corresponding filter as input, and then returns the corrected image and the variance introduced from the correction (used in error propagation):" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:29:47.793397Z", "iopub.status.busy": "2026-02-16T18:29:47.793315Z", "iopub.status.idle": "2026-02-16T18:29:47.977017Z", "shell.execute_reply": "2026-02-16T18:29:47.976694Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with fits.open(image_paths[0]) as hdul:\n", " fltr = hdul[0].header['FILTER']\n", " image = np.array(hdul[0].data)\n", "\n", "if fltr == 'g':\n", " camera = '1'\n", "elif fltr == 'r':\n", " camera = '2'\n", "elif fltr == 'i':\n", " camera = '3'\n", "\n", "# apply the flat-field correction\n", "corrected_image, flat_var = flat_corrector.correct(image, camera=camera, fltr=fltr)\n", "\n", "fig, axes = plt.subplots(\n", " ncols=2,\n", " tight_layout=True,\n", " figsize=(10, 5),\n", " )\n", "\n", "axes[0].imshow(\n", " image,\n", " norm=simple_norm(\n", " image,\n", " stretch=\"log\",\n", " ),\n", " origin=\"lower\",\n", " cmap=\"Greys\",\n", " )\n", "axes[0].set_title('Original image')\n", "\n", "axes[1].imshow(\n", " corrected_image,\n", " norm=simple_norm(\n", " corrected_image,\n", " stretch=\"log\",\n", " ),\n", " origin=\"lower\",\n", " cmap=\"Greys\",\n", " )\n", "axes[1].set_title('Corrected image')\n", "\n", "for ax in axes:\n", " ax.set_xlabel(\"X\")\n", " ax.set_ylabel(\"Y\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, the aperture shadow has been successfully removed!\n", "\n", "We can automate the process of applying master flats by passing an `opticam.FlatFieldCorrector` instance to `opticam.Reducer`:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:29:47.978462Z", "iopub.status.busy": "2026-02-16T18:29:47.978385Z", "iopub.status.idle": "2026-02-16T18:29:52.083841Z", "shell.execute_reply": "2026-02-16T18:29:52.083446Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] out/reduced/manual_flats not found, attempting to create ...\n", "[OPTICAM] out/reduced/manual_flats created.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "[OPTICAM] Scanning data directory: 0%| |[00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reducer = opticam.Reducer(\n", " data_directory=obs_dir, # path to the simulated data\n", " out_directory=out_dir / 'reduced' / 'manual_flats', # path to where output will be saved\n", " show_plots=True,\n", " flat_corrector=flat_corrector, # pass the flat field corrector\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After initialising our `Reducer`, we are told that our `FlatFieldCorrector` successfully passed all checks. This is a safety measure to ensure that the binning modes and filters of the flat-field images match those of the science images. Let's now create source catalogs:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:29:52.084620Z", "iopub.status.busy": "2026-02-16T18:29:52.084538Z", "iopub.status.idle": "2026-02-16T18:30:00.351012Z", "shell.execute_reply": "2026-02-16T18:30:00.350647Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Creating source catalogs.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "[OPTICAM] Aligning 1:g images: 0%| |[00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Plot saved to /tmp/tmptalj6gyx/out/reduced/manual_flats/diag/background.pdf.\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reducer.create_catalogs()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, the catalog images no longer show an aperture shadow. \n", "\n", "### Creating Master Flats (Short Way)\n", "\n", "We can create master flat-field images more easily by letting `opticam` handle the master flat creation automatically:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:00.351798Z", "iopub.status.busy": "2026-02-16T18:30:00.351712Z", "iopub.status.idle": "2026-02-16T18:30:04.677231Z", "shell.execute_reply": "2026-02-16T18:30:04.676955Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\r", "[OPTICAM] Scanning data directory: 0%| |[00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "auto_flat_corrector = opticam.FlatFieldCorrector(\n", " out_directory=out_dir / 'correctors' / 'auto_flats', # where the master flat field images will be stored\n", " data_directory=flats_dir, # where the flat field images are stored\n", " )\n", "\n", "auto_reducer = opticam.Reducer(\n", " data_directory=obs_dir, # path to the simulated data\n", " out_directory=out_dir / 'reduced' / 'auto_flats', # path to where output will be saved\n", " show_plots=True,\n", " flat_corrector=auto_flat_corrector, # pass the flat field corrector\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Currently, the flat corrector has not been used, and so if we check for the master flats we will find that they don't yet exist:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:04.678318Z", "iopub.status.busy": "2026-02-16T18:30:04.678179Z", "iopub.status.idle": "2026-02-16T18:30:04.680306Z", "shell.execute_reply": "2026-02-16T18:30:04.680062Z" } }, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "auto_reducer.flat_corrector.master_image_path.is_file()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "However, if we initialise the catalog we will see that the master flats will be created automatically so that they can be applied to the images:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:04.681212Z", "iopub.status.busy": "2026-02-16T18:30:04.681143Z", "iopub.status.idle": "2026-02-16T18:30:13.544122Z", "shell.execute_reply": "2026-02-16T18:30:13.543814Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Creating source catalogs.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] 1:g master flat-field image not found. Attempting to create.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Master flat-field image(s) created.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Master flat-field image(s) saved to out/correctors/auto_flats/master_flats.fits.gz.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "[OPTICAM] Aligning 1:g images: 0%| |[00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Plot saved to /tmp/tmptalj6gyx/out/reduced/auto_flats/diag/background.pdf.\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "auto_reducer.create_catalogs()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, the master flats were automatically created so that the corrections could be applied when needed. For completeness, let's also check if the master flats directory now exists:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:13.545179Z", "iopub.status.busy": "2026-02-16T18:30:13.545094Z", "iopub.status.idle": "2026-02-16T18:30:13.547005Z", "shell.execute_reply": "2026-02-16T18:30:13.546743Z" } }, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "auto_reducer.flat_corrector.master_image_path.is_file()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With just a few lines of code, we have created master flats and used them to correct our observation images!\n", "\n", "## Dark noise\n", "\n", "OPTICAM-MX images include the dark current in their headers, allowing the dark noise to be calculated by multiplying the dark current by the exposure time. If you're using `opticam` to reduce data from OPTICAM-MX data, or data from an instrument that measures the dark current, then you can subtract the dark noise by passing an empty `DarkNoiseCorrector` instance to `Reducer`:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:13.547785Z", "iopub.status.busy": "2026-02-16T18:30:13.547706Z", "iopub.status.idle": "2026-02-16T18:30:17.672522Z", "shell.execute_reply": "2026-02-16T18:30:17.672149Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] out/reduced/dark_current not found, attempting to create ...\n", "[OPTICAM] out/reduced/dark_current created.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "[OPTICAM] Scanning data directory: 0%| |[00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dark_current_reducer = opticam.Reducer(\n", " data_directory=obs_dir, # path to the simulated data\n", " out_directory=out_dir / 'reduced' / 'dark_current', # path to where output will be saved\n", " show_plots=True,\n", " flat_corrector=auto_flat_corrector, # pass the flat field corrector\n", " dark_corrector=opticam.DarkNoiseCorrector(\n", " instrument=opticam.OPTICAM_MX(),\n", " )\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that we have passed an `Instrument` instance to `DarkNoiseCorrector`, but no directories. By doing this, `opticam` will attempt to perform dark noise corrections using the exposure-integrated dark current; as we can see, the `DarkNoiseCorrector` instance passed all checks in this case. For instruments that do not report a dark current value, we'll need to use `DarkNoiseCorrector` to create a master dark image, which will then be subtracted from science images to remove the dark noise. The interface for `opticam.DarkNoiseCorrector` is almost identical to that of `opticam.FlatFieldCorrector` in this regard.\n", "\n", "### Generating Synthetic Darks\n", "\n", "To demonstrate how to apply dark noise corrections, we need to generate some dark images. For this example, we'll assume we have observed faint sources using a long exposure time to allow for a considerable dark noise contribution. I'll also ignore any randomness in the dark noise contribution for simplicity:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:17.673530Z", "iopub.status.busy": "2026-02-16T18:30:17.673451Z", "iopub.status.idle": "2026-02-16T18:30:17.684850Z", "shell.execute_reply": "2026-02-16T18:30:17.684497Z" } }, "outputs": [], "source": [ "import numpy as np\n", "\n", "IMG_SIZE = (256, 256)\n", "DARK_FLUX = 30.0 # average exposure-integrated dark current contribution\n", "EXPTIME = 120.0 # exposure time in seconds\n", "FLTR = 'U'\n", "BINNING = '1x1'\n", "\n", "for i in range(5):\n", " \n", " image = np.zeros(IMG_SIZE) + DARK_FLUX\n", " \n", " hdu = fits.PrimaryHDU(image) # image data\n", " \n", " hdu.header['FILTER'] = FLTR # the observation filter\n", " hdu.header['BINNING'] = BINNING # the image binning (1x1)\n", " hdu.header['EXPTIME'] = EXPTIME # the exposure time in seconds\n", " hdu.header['INSTRUME'] = 'SYNTHETICAM'\n", " hdu.header['RDNOISE'] = 0.\n", " \n", " save_path = out_dir / 'calibration_images' / 'darks' # directory to which image will be saved\n", " \n", " # create save directory if it does not already exist\n", " if not save_path.is_dir():\n", " save_path.mkdir(parents=True)\n", " \n", " # save image\n", " file_path = save_path / f'image_{i}.fits.gz'\n", " hdu.writeto(file_path, overwrite=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we have some dark images, we can create a `DarkNoiseCorrector`. To create a `DarkNoiseCorrector`, however, we need to define an `Instrument`: (see the [custom instruments tutorial](instruments.ipynb) for more details):" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:17.685975Z", "iopub.status.busy": "2026-02-16T18:30:17.685901Z", "iopub.status.idle": "2026-02-16T18:30:17.687834Z", "shell.execute_reply": "2026-02-16T18:30:17.687556Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Writing custom_routines.py\n" ] } ], "source": [ "%%writefile custom_routines.py\n", "from astropy.coordinates import EarthLocation\n", "\n", "import opticam\n", "\n", "\n", "class CustomInstrument(opticam.Instrument):\n", " \n", " def __init__(\n", " self,\n", " location = EarthLocation.from_geodetic(\n", " lon=0.0,\n", " lat=0.0,\n", " height=0.0,\n", " ),\n", " pixel_scales = {\n", " 'SYNTHETICAM': 1.0,\n", " },\n", " ):\n", " \n", " super().__init__(\n", " location=location,\n", " pixel_scales=pixel_scales,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Due to compatibility issues, routines defined inside of IPython notebooks cannot be used by `multiprocessing` (used by `opticam`). To overcome this issue, we have used the `%%writefile` magic command to write our `CustomInstrument` class to a temporary module called `custom_routines.py`, such that it can be imported by `multiprocessing`. This is required in Python $\\geq$ 3.14." ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:17.688622Z", "iopub.status.busy": "2026-02-16T18:30:17.688553Z", "iopub.status.idle": "2026-02-16T18:30:17.698736Z", "shell.execute_reply": "2026-02-16T18:30:17.698495Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\r", "[OPTICAM] Scanning data directory: 0%| |[00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "im = ax.imshow(base_image, origin='lower')\n", "\n", "fig.colorbar(im)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's look at one of the noisy images:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:27.875867Z", "iopub.status.busy": "2026-02-16T18:30:27.875782Z", "iopub.status.idle": "2026-02-16T18:30:27.959523Z", "shell.execute_reply": "2026-02-16T18:30:27.959090Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "im = ax.imshow(noisy_image, origin='lower')\n", "\n", "fig.colorbar(im)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "While there is no obvious difference from the image alone, because we're assuming uniform dark noise, we can see from the colorbar that the dark noise has increased the flux. Let's compare the fluxes between the two images more explicitly:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:27.960560Z", "iopub.status.busy": "2026-02-16T18:30:27.960413Z", "iopub.status.idle": "2026-02-16T18:30:28.083036Z", "shell.execute_reply": "2026-02-16T18:30:28.082558Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "ax.hist(\n", " base_image.flatten(),\n", " histtype='step',\n", " bins=100,\n", " label='Reference',\n", " )\n", "ax.hist(\n", " noisy_image.flatten(),\n", " histtype='step',\n", " bins=100,\n", " label='Noisy',\n", " )\n", "\n", "ax.set_yscale('log')\n", "\n", "ax.legend()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, the reference image appears to have a median background flux of $\\sim 30$, while the dark noise image has its flux values shifted by the dark flux value of 30. Let's use our `DarkNoiseCorrector` to correct this:" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:28.084019Z", "iopub.status.busy": "2026-02-16T18:30:28.083926Z", "iopub.status.idle": "2026-02-16T18:30:28.097134Z", "shell.execute_reply": "2026-02-16T18:30:28.096762Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] SYNTHETICAM:U master dark image not found. Attempting to create.\n", "[OPTICAM] Master dark image(s) created.\n", "[OPTICAM] Master dark image(s) saved to out/correctors/darks/master_darks.fits.gz.\n" ] } ], "source": [ "corrected_image, dark_var = dark_corr.correct(\n", " image=noisy_image,\n", " camera='SYNTHETICAM',\n", " fltr=FLTR,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `correct()` method of `DarkNoiseCorrector` returns the corrected image and the dark noise variance:" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:28.098006Z", "iopub.status.busy": "2026-02-16T18:30:28.097918Z", "iopub.status.idle": "2026-02-16T18:30:28.100301Z", "shell.execute_reply": "2026-02-16T18:30:28.099894Z" } }, "outputs": [ { "data": { "text/plain": [ "array([[0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " ...,\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.]], shape=(256, 256))" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dark_var" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The dark noise variance is zero in this example since our dark images are all identical. In reality, of course, master dark images will have some non-zero variance that will contribute to the photometric error. This is covered in detail in a [dedicated notebook](../tests/calibration_error_propagation.ipynb).\n", "\n", "Let's take a look at the corrected image:" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:28.101134Z", "iopub.status.busy": "2026-02-16T18:30:28.101046Z", "iopub.status.idle": "2026-02-16T18:30:28.183659Z", "shell.execute_reply": "2026-02-16T18:30:28.183272Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "im = ax.imshow(corrected_image, origin='lower')\n", "\n", "fig.colorbar(im)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the image alone, the difference isn't immediately obvious. Let's compare the corrected image to the base image more explicitly:" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:28.184621Z", "iopub.status.busy": "2026-02-16T18:30:28.184531Z", "iopub.status.idle": "2026-02-16T18:30:28.275167Z", "shell.execute_reply": "2026-02-16T18:30:28.274757Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "ax.hist(\n", " base_image.flatten(),\n", " histtype='step',\n", " bins=100,\n", " label='Reference image',\n", " )\n", "ax.hist(\n", " corrected_image.flatten(),\n", " histtype='step',\n", " bins=100,\n", " label='Corrected image',\n", " ls='-.',\n", " )\n", "\n", "ax.set_yscale('log')\n", "\n", "ax.legend()\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:28.276064Z", "iopub.status.busy": "2026-02-16T18:30:28.275980Z", "iopub.status.idle": "2026-02-16T18:30:28.277798Z", "shell.execute_reply": "2026-02-16T18:30:28.277409Z" }, "tags": [ "remove-cell" ] }, "outputs": [], "source": [ "assert np.allclose(base_image, corrected_image)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, the corrected image is now identical to the base image. Of course, in reality noise is random and so it can never be removed perfectly like we have done here. However, this demonstrates how `opticam.DarkNoiseCorrector` can be used to correct for an instrument's dark noise.\n", "\n", "To then use this dark current corrector to reduce some images, we can pass it to a `Reducer` instance as we did for the flat-field corrections. However, since these data have not been designed to mimic OPTICAM-MX data, we'll need to specify custom [source identification](finders.ipynb) and [background estimation](backgrounds.ipynb) routines:" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:28.278589Z", "iopub.status.busy": "2026-02-16T18:30:28.278509Z", "iopub.status.idle": "2026-02-16T18:30:33.444720Z", "shell.execute_reply": "2026-02-16T18:30:33.444409Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] out/reduced/darks not found, attempting to create ...\n", "[OPTICAM] out/reduced/darks created.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "[OPTICAM] Scanning data directory: 0%| |[00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Creating source catalogs.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", "[OPTICAM] Aligning SYNTHETICAM:U images: 0%| |[00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] Plot saved to /tmp/tmptalj6gyx/out/reduced/darks/diag/background.pdf.\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dark_reducer = opticam.Reducer(\n", " data_directory=out_dir / 'data' / 'darks',\n", " out_directory=out_dir / 'reduced' / 'darks',\n", " show_plots=True,\n", " dark_corrector=dark_corr, # pass the dark noise corrector\n", " instrument=instrument,\n", " finder=opticam.DefaultFinder(npixels=8), # specify a custom source finder\n", " background=opticam.DefaultBackground(box_size=16), # specify a custom background estimator\n", " )\n", "\n", "dark_reducer.create_catalogs(\n", " max_catalog_sources=50,\n", " n_alignment_sources=50,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, our `DarkNoiseCorrector` successfully passed all checks. Similarly to `FlatFieldCorrector`, `DarkNoiseCorrector` instances are checked to ensure that any dark images have the same properties as the science images. In particular, `DarkNoiseCorrector` checks that the binning modes, exposure times, and filters all match those of the science images. Additionally, we can see that the median background is $\\sim 30$, suggesting that the dark noise has been successfully removed! If the dark noise had not been removed, then the median background would have been closer to $\\sim 60$, as we saw earlier.\n", "\n", "## Bias Corrections\n", "\n", "The OPTICAM-MX cameras perform real-time bias corrections, and so additional bias corrections are nominally not required. If you're using `opticam` to reduce data from OPTICAM-MX, or another instrument that performs real-time bias corrections, then you can ignore this section. For other instruments, however, a `BiasCorrector` can be used to automate bias correcting. The interface for `opticam.BiasCorrector` is almost identical to those of `opticam.FlatFieldCorrector` and `opticam.BiasCorrector`.\n", "\n", "Let's generate some bias images:" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:33.445656Z", "iopub.status.busy": "2026-02-16T18:30:33.445566Z", "iopub.status.idle": "2026-02-16T18:30:33.453095Z", "shell.execute_reply": "2026-02-16T18:30:33.452771Z" } }, "outputs": [], "source": [ "BIAS = 100.0\n", "\n", "for i in range(3):\n", " \n", " image = np.zeros(IMG_SIZE) + BIAS\n", " \n", " hdu = fits.PrimaryHDU(image)\n", " \n", " hdu.header['BINNING'] = BINNING\n", " hdu.header['EXPTIME'] = 0.0 # bias images should have an exposure time of 0 s\n", " hdu.header['INSTRUME'] = 'SYNTHETICAM'\n", " \n", " save_path = out_dir / 'calibration_images' / 'biases' # directory to which image will be saved\n", " \n", " # create save directory if it does not already exist\n", " if not save_path.is_dir():\n", " save_path.mkdir(parents=True)\n", " \n", " # save image\n", " file_path = save_path / f'image_{i}.fits.gz'\n", " hdu.writeto(file_path, overwrite=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's generate some new dark images. Our previous dark images assumed no bias, which is not the case in reality; our new dark images will therefore contain a bias:" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:33.453891Z", "iopub.status.busy": "2026-02-16T18:30:33.453814Z", "iopub.status.idle": "2026-02-16T18:30:33.461167Z", "shell.execute_reply": "2026-02-16T18:30:33.460852Z" } }, "outputs": [], "source": [ "for i in range(3):\n", " \n", " image = np.zeros(IMG_SIZE) + DARK_FLUX + BIAS\n", " \n", " hdu = fits.PrimaryHDU(image) # image data\n", " \n", " hdu.header['FILTER'] = FLTR # the observation filter\n", " hdu.header['BINNING'] = BINNING # the image binning (1x1)\n", " hdu.header['EXPTIME'] = EXPTIME # the exposure time in seconds\n", " hdu.header['INSTRUME'] = 'SYNTHETICAM'\n", " \n", " save_path = out_dir / 'calibration_images' / 'darks_with_bias' # directory to which image will be saved\n", " \n", " # create save directory if it does not already exist\n", " if not save_path.is_dir():\n", " save_path.mkdir(parents=True)\n", " \n", " # save image\n", " file_path = save_path / f'image_{i}.fits.gz'\n", " hdu.writeto(file_path, overwrite=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's generate some science images with both bias and dark noise contributions:" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:33.461910Z", "iopub.status.busy": "2026-02-16T18:30:33.461834Z", "iopub.status.idle": "2026-02-16T18:30:33.521488Z", "shell.execute_reply": "2026-02-16T18:30:33.521089Z" } }, "outputs": [], "source": [ "# add dark noise to the image\n", "noisy_image = base_image + DARK_FLUX + BIAS\n", "\n", "for i in range(10):\n", " hdu.data = noisy_image\n", " hdu.header['FILTER'] = FLTR # the observation filter\n", " hdu.header['BINNING'] = BINNING # the image binning (1x1)\n", " hdu.header['EXPTIME'] = EXPTIME # the exposure time in seconds\n", " hdu.header['RA'] = '0' # pointing of the image\n", " hdu.header['DEC'] = '0' # pointing of the image\n", " hdu.header['GAIN'] = 1.0 # instrument gain\n", " hdu.header['DATE-OBS'] = f'2026-01-01T00:00:0{i}.000' # date of observation\n", " hdu.header['INSTRUME'] = 'SYNTHETICAM'\n", " \n", " save_path = out_dir / 'data' / 'darks_with_bias' # directory to which image will be saved\n", " \n", " # create save directory if it does not already exist\n", " if not save_path.is_dir():\n", " save_path.mkdir(parents=True)\n", "\n", " # save image\n", " file_path = save_path.joinpath(f'image_{i}.fits.gz')\n", " hdu.writeto(file_path, overwrite=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's compare the image with the noisy image:" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:33.522278Z", "iopub.status.busy": "2026-02-16T18:30:33.522207Z", "iopub.status.idle": "2026-02-16T18:30:33.597253Z", "shell.execute_reply": "2026-02-16T18:30:33.596978Z" } }, "outputs": [ { "data": { "image/png": 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bNk2DBw9Wamqq/uM//sNbrd30v//7v5owYYIGDhyouXPn6oknnujw3JL02muvadasWYqPj1d6erpuvPFGNTQ09Pj96y/HhBMAAPorOjpav/jFL/TAAw/ok08+6fKckpISfec739EVV1yhd999V3fccYduv/12rV+/vsvzn332Wf3mN7/RI488on379mnjxo0655xzJEk/+MEP9N5773X4j/Xbb7+td955x6+5mI2Njbr//vv19NNPa9OmTdq6dasWLVqkl156SS+99JI2bNigRx55RH/605+8X9PS0qK77rpLu3fv1saNG/Wvf/2rQwmP8vJyXXbZZbr00ku1e/duXXvttbrttts6PO9HH32k+fPn69vf/rbeeecdFRUV6bXXXgv46EhnltY5AQAg1BYtWqTMzEytXLlS//M//3PS8TVr1uiiiy7y9mxMnDhRe/fu1erVq7usz7V//36lpqYqOztbMTExGjNmjHez29GjR2vevHl6/PHHvaUwHn/8cc2ePVunn366z21uaWnRww8/rDPOOEOSdNlll2nDhg06cOCABg0apMmTJ2vu3Ll69dVXlZOTI8kTjEynn3667r//fmVlZam+vl6DBg3SI488okmTJmn16tWSpEmTJmnPnj265557vF+3atUqLVmyxDvxd8KECbr//vs1e/ZsPfzwwxo4cKDPr8Ef9JwAACLOL3/5Sz3xxBN67733Tjr23nvv6YILLujw2AUXXKB9+/Z1Oe/x8ssvV1NTk04//XTl5eXp+eef1/Hjx73H8/Ly9NRTT+no0aNqbm7WH/7whw7BwRcJCQneYCJ5Kq+PHTtWgwYN6vBY+2GbkpISLVy4UGPGjNHgwYM1e/ZsSZ4wJUkffPDBSbXDzFBl2r17t9avX69BgwZ5P+bNm6e2tjaVl5f79Rr84ZhwYqcibAAAZ7vwwgs1b9483Xrrrf2+Vnp6uj744AM99NBDio+P1/XXX68LL7xQLS0tkqSFCxcqLi5Ozz//vP7yl7+opaVFl112mV/PERMT0+F+VFRUl4+1tbVJkhoaGjRv3jwNGTJETz75pHbu3Knnn39ekmcfPF/V19fr2muvVWlpqfdj9+7d2rdvX4ewFGiOGdbJz89Xfn6+6urqInp5FQAgMO69915lZmZq0qRJHR4/66yz9Prrr3d47PXXX9fEiRMVHR3d5bXi4+O1cOFCLVy4UPn5+TrzzDP17rvv6rzzztMpp5yi3NxcPf7444qNjdUVV1yh+PjgbnPy/vvvq7q6Wvfee693w9xdu3Z1OGfSpEl66aWXOjzWedHJeeedp71792r8+PFBbW9njgknAAAE0jnnnKMlS5bo/vvv7/D48uXLlZWVpbvuuks5OTkqLi7Wgw8+qIceeqjL66xfv16tra2aMWOGEhIS9Pvf/17x8fE67bTTvOdcc801OuussyTppOATDGPGjFFsbKweeOABXXfdddqzZ4/uuuuuDudce+21WrNmjX7605/q6quvVmlpqXfSb1RUlCTppz/9qb785S+roKBA11xzjRITE7V37169/PLLevDBB4PWfsIJACBwDn/oqOe58847VVRU1OGx8847T3/84x+1YsUK3XXXXRo5cqTuvPPObjerdblcuvfee1VYWKjW1ladc845+stf/qLhw0/sKj1hwgSdf/75+vzzzzVjxoyAtL0np556qtavX6+f/exnuv/++3Xeeefp17/+tS655BLvOePGjdOf/vQnLV++XP/93/+tmTNn6rbbbtOPfvQj74a75557rrZt26bbbrtNs2bNkmEYOuOMM7yTboMlyvCnJJ4NmMM6tbW1GjJkSEife09lrb75wGt64YavaEpaks/HAMAnn5ZKv50t/XCbp5aHr8dC6OjRoyovL9e4ceM6rtRwQIVYKxmGoQkTJuj666/3Vla3o3vuuUfr1q1TRUVFn76+258P+ff3m54TAED/mbsnR8jeOv44dOiQnn76aVVVVdlun7mHHnpIWVlZGj58uF5//XWtXr066DVMfOGYcEL5egCwOVe6I8JCqI0YMULJycn67W9/26+S+cGwb98+3X333fr88881ZswYLV++PCArmPrLMeHEKat1yg7Wa2hirNJcwZ2JDSBCHf7QMT0G8LDz7Inf/OY3+s1vfmN1M07imDondjc0MVbxMdFaVlSq7Pu2qbKmyeomAQgnCcM9cyyey/PM7ajp25wAwAkIJwGS5orX5uWztTYnU00trTrS4HuRGwDolTmnY/GjnkmnoZzbAYSYY4Z1nCDNFa8jIwb1fiIA9IUr3TahxM5DFbBOoH4u6DkBAPjMLJne2BjCJcNwDPPnonNpfX85pufE6tU6lTVNKjtYb8lzA4gQjYetbkGvoqOj5XK5vBvMJSQkeKuJInIZhqHGxkYdPHhQLper2zL/vnJMOLFytU5lTZOy79umppZWxcdEa2hibEifH0AEqKmQiq70THpNGN77+RZKTU2VpA474AKSp1qu+fPRH44JJ1Y60tCsppZWrc3JVNa4YSwTBhB4jdWeia7fe9b2y4SjoqI0cuRIjRgxwrvzLhATE9PvHhMT4cQP40cMIpgACK6EZKtb4LPo6OiA/TEC2mNCLAAAsBXCCQAAsBXCCQAAsBXCCQAAsBXHhBO3263JkycrKyvL6qYAAIAgckw4yc/P1969e7Vz506rmwIAAILIMeEEAABEBsIJAACwFcIJAACwFcIJAACwFcIJAACwFcIJAACwFcJJkFQ3NFvdBADh7PCHUk2F1a0AgoJwEmBDE2MVHxOt6zaUqLKmyermAAg3CcOlmATpuTzJPZ2AgrDkmHDilAqxaa54rbtyqppaWnWE3hMAgeZKl/J3SIsflVoapcZqq1sEBJxjwomTKsQOT4y1ugkAwpkrXUqeaHUrgKBxTDgBAACRgXACAABshXACAABshXACAABshXACAABshXACAABshXACAABshXACAABshXACAABshXACAABshXACAABshXACAABsxTHhxCm7EgMAgP5xTDhx0q7EAACg7xwTTgAAQGQgnAAAAFshnAAAAFshnARR2cF6VdY0Wd0MAOGs8bDVLQACjnASBEMTYxUfE61lRaXKvm8bAQVA4CUMl2ISpKIrpZoKq1sDBBThJAjSXPHavHy21uZkqqmlVUcamq1uEoBw40qXcjZILY1SY7XVrQEC6hSrGxCu0lzxOjJikNXNABDOEpKtbgEQFPScAAAAWyGcAAAAWyGcAAAAWyGcAAAAWyGc+KCa1TYAgqmmQjr8odWtAGyD1Tq9qKxp0nUbShQfE62hibFWNwdAuKmpkNzTPUuCYxI89UuACEc46cWRhmY1tbTqiR9MV5or3urmAAg3jdWeYLL4UWnMTE/9EiDCMazjo+H0mgAIpuSJBBPg3wgnAADAVggnAADAVkIeTmpqajRt2jRlZmZqypQpevTRR0PdBAAAYGMhnxA7ePBgbd++XQkJCWpoaNCUKVO0ePFiDR/ODHUAAGBBz0l0dLQSEhIkSceOHZNhGDIMI9TNAAAANuV3ONm+fbsWLlyoUaNGKSoqShs3bjzpHLfbrbFjx2rgwIGaMWOGduzY0eF4TU2NMjIyNHr0aN18881KTmZnTQAA4OF3OGloaFBGRobcbneXx4uKilRYWKiVK1fqrbfeUkZGhubNm6eDBw96z3G5XNq9e7fKy8v1hz/8QQcOHOj7KwAAAGHF73CyYMEC3X333Vq0aFGXx9esWaO8vDwtXbpUkydP1rp165SQkKDHHnvspHNTUlKUkZGhv/3tb90+37Fjx1RXV9fhAwAAhK+Azjlpbm5WSUmJsrOzTzzBgAHKzs5WcXGxJOnAgQP64osvJEm1tbXavn27Jk2a1O01V61apaSkJO9HejpFigAACGcBDSeHDx9Wa2urUlJSOjyekpKiqqoqSdLHH3+sWbNmKSMjQ7NmzdINN9ygc845p9tr3nrrraqtrfV+VFRUBLLJAADAZkK+lHj69OkqLS31+fy4uDjFxcUFr0EAAMBWAtpzkpycrOjo6JMmuB44cECpqamBfCoAABCmAhpOYmNjNXXqVG3ZssX7WFtbm7Zs2aKZM2f269put1uTJ09WVlZWf5sZcmUH61VZ02R1MwCEq8MfSjUMeSN8+D2sU19fr7KyMu/98vJylZaWatiwYRozZowKCwuVm5uradOmafr06Vq7dq0aGhq0dOnSfjU0Pz9f+fn5qqurU1JSUr+uFSpDE2MVHxOtZUWlio+J1ubls5Xmire6WQDCRcJwKSZBei7P8zl/BzsbIyz4HU527dqluXPneu8XFhZKknJzc7V+/Xrl5OTo0KFDWrFihaqqqpSZmalNmzadNEk2EqS54rV5+WztLP9cy4pKdaShmXACIHBc6Z5Asr/YE1AaqwknCAt+h5M5c+b0Wm6+oKBABQUFfW5UOElzxevIiEFWNwNAuHKle0IJEEZCvrdOXzl5zgkAAPCdY8JJfn6+9u7dq507d1rdFAAAEESOCScAACAyEE4AAICtOCacMOcEAIDI4JhwwpwTAAAig2PCCQAAiAyEEwAAYCuEEwAAYCuEEwAAYCuOCSes1gEAIDI4JpywWgcAgMjgmHACAAAiA+EEAADYCuEEAADYCuEEAADYimPCCat1AACIDI4JJ6zWAQAgMjgmnAAAgMhAOAmh6oZmq5sAIJwd/lCqqbC6FUC/EU5CYGhirOJjonXdhhJV1jRZ3RwA4SZhuBSTID2XJ7mnE1DgeISTEEhzxWvdlVPV1NKqI/SeAAg0V7qUv0Na/KjU0ig1VlvdIqBfTrG6AZFieGKs1U0AEM5c6YQShA16TgAAgK04JpxQ5wQAgMjgmHBCnRMAACKDY8IJAACIDIQTAABgK4QTAABgK4STECs7WE8hNgDB1XjY6hYA/UI4CRGzSuyyolJl37eNgAIg8MxKsUVXUiUWjkY46UFlTZPKDtYH5FpprnhtXj5ba3MyqRQLwKOmwrMfTqC40qWcDVSJheNRIbYblTVNyr5vm5paWhUfE62hAajwmuaK15ERgwLQOgCOV1Ph2QenpdHT25EwPDDXTUgOzHUACxFOunGkoVlNLa1am5OprHHDlOaKt7pJAMJJY7UnmCx+VBoz09PrAUCSg4Z1rKoQO37EIIIJgOBJnkgwATpxTDihQiwAAJHBMeEEAABEBsIJAACwFcIJAACwFcIJAACwFcIJAACwFcIJAACwFcIJAACwFcIJAACwFcIJAACwFcIJAACwFcIJAACwFcIJAACwFcKJRcoO1quypsnqZgAIV4c/lGoqrG4F0CeOCSdut1uTJ09WVlaW1U3pl6GJsYqPidayolJl37eNgAIgsBKGSzEJ0nN5kns6AQWO5Jhwkp+fr71792rnzp1WN6Vf0lzx2rx8ttbmZKqppVVHGpqtbhKAcOJKl/J3SIsflVoapcZqq1sE+O0UqxsQidJc8ToyYpDVzQAQrlzphBI4mmN6TgAAQGQgnAAAAFshnAAAAFshnAAAAFshnAAAAFshnAAAAFshnAAAAFshnFismiJsAIKJMvZwIMKJRcwy9tdtKNG2Dw9Rxh5AYHUuY/9pqdUtAnxGOLFImitez1w3U5KU+9gO9tkBEFhmGfvvPeu5//gCelDgGIQTC01JS2KfHQDB40qXxmdLORvYZweOwt46FmOfHQBBl5BsdQsAv9BzAgAAbIVwAgAAbIVwAgAAbCXk4aSiokJz5szR5MmTde655+qZZ54JdRMAAICNhXxC7CmnnKK1a9cqMzNTVVVVmjp1qr7xjW8oMTEx1E0BAAA2FPJwMnLkSI0cOVKSlJqaquTkZH3++eeEEwAAIKkPwzrbt2/XwoULNWrUKEVFRWnjxo0nneN2uzV27FgNHDhQM2bM0I4dO7q8VklJiVpbW5Wenu53wwEAQHjyO5w0NDQoIyNDbre7y+NFRUUqLCzUypUr9dZbbykjI0Pz5s3TwYMHO5z3+eef6/vf/75++9vf9q3lAAAgLPk9rLNgwQItWLCg2+Nr1qxRXl6eli5dKklat26dXnzxRT322GO65ZZbJEnHjh3TpZdeqltuuUXnn39+j8937NgxHTt2zHu/rq7O3yYDAAAHCehqnebmZpWUlCg7O/vEEwwYoOzsbBUXF0uSDMPQVVddpa9+9au68sore73mqlWrlJSU5P1gCAgAgPAW0HBy+PBhtba2KiUlpcPjKSkpqqqqkiS9/vrrKioq0saNG5WZmanMzEy9++673V7z1ltvVW1trfejooKNqwAACGchX63zla98RW1tbT6fHxcXp7i4uCC2yF4qa5p0pKFZQxNjleaKt7o5AMJNTYVnA8CE4Z6NAQEbCmg4SU5OVnR0tA4cONDh8QMHDig1NTWQTxWWKmuadPm6YjW1tCo+Jlqbl88moAAInNpPpMcXeHYojkmQ8ncQUGBLAR3WiY2N1dSpU7VlyxbvY21tbdqyZYtmzpzZr2u73W5NnjxZWVlZ/W2mbR1paFZTS6tu+Op4NbW06khDs9VNAhBOGqs9weTCmz2fG6utbhHQJb97Turr61VWVua9X15ertLSUg0bNkxjxoxRYWGhcnNzNW3aNE2fPl1r165VQ0ODd/VOX+Xn5ys/P191dXVKSkrq17Xsjt4SAEGVRG8J7M3vcLJr1y7NnTvXe7+wsFCSlJubq/Xr1ysnJ0eHDh3SihUrVFVVpczMTG3atOmkSbI4WWVNU4f71fScAAik2k4LCg5/yNwT2JLf4WTOnDkyDKPHcwoKClRQUNDnRkWaoYmxio+J1gOvlCk+JlpnjBik+JhoXbehhHknAPovYbhnjsn21Z7PyRM9n5/LY+4JbCnkq3X6yu12y+12q7W11eqmBFyaK16bl8/usEpn3ZVTlfvYDh1paCacAOgfV7ongLRfpZO/Q9pf7AkojdWEE9iKY8JJuM85SXPFdwghwxNjLWwNgLDjSu8YQFzpTIiFbQV0tQ4AAEB/EU5sruxg/UkTZQEgoBoPW90CoAPCiU2Zk2SXFZUq+75tBBQAgWdOlC260lM5FrAJx4STUBZhq6xpUtnB+qA/T0/MSbJrczIpyAaEIzv0VrjSpZwNFGSD7TAhtpPKmiZl37fNW0J+qIUTU9Nc8ToyYpBlzw8gSGoqPL0VMQme3gsrJSRb+/xAFxwTTkLFLCG/NidTWeOGsYwXQOCZZeS/9yxLeIEuOGZYJ9TGjxhEMAEQXPRaAF0inDgEq3YABNXhD5kUC9twTDiJhF2Ju8KqHQBBZa7YeS5Pck8noMAWHBNO8vPztXfvXu3cudPqpoQUq3YABJVZyn7xo6zagW0wIdYBWLUDIKgoZQ+bcUzPCQAAiAyEEwAAYCsM6ziMOSF2aGIsS50BBIc5KZYaLLCIY8KJ2+2W2+1Wa2ur1U2x1LUbSiRJ8THR2rx8NgEFQGDVfiI9vsBzO38HAQWWcMywTqSu1unKDV8dz8odAMHxWaln1Q4rd2Ahx/ScRDqz3okkTUkL3t5CACKUWe9k+2qrWwIQTpzCrHciiR4TAIFn1jtprPYM7RQtsbpFiGCEEwcx55cQTgAEhSudOSawBcfMOQEAAJGBcAIAAGyFcAIAAGzFMeEkUncl9kVlTZP2VNayYzGA4KmpYMdihIxjJsTm5+crPz9fdXV1SkpiKa2psqZJ2fdtU1NLK4XZwkhlTZOONDRTCRj2UFMhuad7blOYLXzYuBKwY3pO0LUjDc1qammlMFsYMQPnNx94Tdn3baNHDNZrrKYwW7gxA6d7ui17xAgnYYL/XYcPAieAoLN54HTMsA5OVnawXvGx0Sc93n5IQBLDAw5T/e8wwvsFyx3+0FM5trOaCs8fNPOYeduGwwPoQk2F5721McKJA5ml7JcVlZ50rLKmSZevK1ZTS8cNEpmP4gyVNU26bkOJ4mOiveESCDmzlP1zeZ7Pix89cczcGLClsePXxCQwH8UJzOGczu+fzTCs40BmKfu1OZknHWs/JGBieMA5zPdv3ZVTCZKwjlnKfvGjJ3f7m8MBF9584rELb7bt8AA6Md+/xY9KOU9a3Zpu0XPiUGmueB0ZMajH413dhjMMp9cEVnOl9xw2ktK7vg1nSJ5odQt6RM8JAACwFcIJAKBntfZbaorw5phhHbfbLbfbrdbW1t5PjhDmxFjztq/HAMAn5sTY7au7P2beBgLIMeGECrEnMyfGSvJOdjULdnV1rPNxAOiROTG2sdqzSqdoyYlelKTRnmNSx7kp7ZcZs3IHfeSYcIKutQ8Z8THReuCVMu8yVPNY++By+bpiSWJZMQDfuNI9H+17UWISOoYPM5y0X2bM0mL0A+EkTJg9JT0VXDOXqZq3zXPoTQHQq/a9KN31irRfZrx9tee+K53eFPiNcBJG0lzxfgcMcx8Xid4UAL0we1F6035pcfuiX/SmwEes1olwZm+KWaStsqZJeypr2WwOQGC0701paZQ+2y19WmrLzeZgH/ScwKt96XvK3QMIKLM3pWiJ5zO9KOgBPSfw6s9uuJU1TfS29IHZU0VvFSJKX8rd11TQ49IX5vfNYd87ek5wEuathIb5fTMnKcfHRGvtFZnWNgoIBX/L3TNvpW86b/LXeRNHG6PnBP3Wed4KfGN+39bmZGptTibfP6A7neetsMGgb9pv8tfVJo42Rs9JhCo7WE/lWJsY38MGjoCjNR6WEpIDdz02GOwbm2/y1xV6TiLUsqJSZd+3jXkOAALPLNhWdKWnMBvgJ8JJBHrkyql+DSOwvDjwKmuaVHaw3upmAMGRNFrK2eD7MAKTXQOvpkI6/KHVregzhnUikD8TVttP2mR5cWB0/p4OTYxlrgnCj6/DOUx2DbzO39OE4Y6Za2Ki5wRenXtGKmuatLP88z4vL0bX2k+EJewh4h3+gMmugdZ+IqxDw55jek7cbrfcbrdaW1utbkrYar9poCRdu6FEkmeJ65Q0doIOtPEjBhFMEDnMeSjmbckzH+W5PM/jIzMta1rYSp7oyGAiOSic5OfnKz8/X3V1dUpK4g9loJi9JY9cOVVprviThhjW5mQqa9ywPveYVNY0ddiMsPN9JwqH1wCETO2/55Ekjfb8L1460Tti/g//e8/2b1WPOVclXDYZDIfX0E+OCScIrKGJsYqPifb2lkxJS/L+oW0fRMz/3fclnHSeW/H/rp6u7//PDkfPX2EODuAjs6dk++oT8x7MP7Sdh276G0zc0z23v/ec9PvFzp6/whwcScw5iVhprnhtXj5bL9zwFb/+wJYdrO911Y65uqfzfJWPDtY7fv5Kf0r8S6zSQQRxpXv+sP5wm39/YA9/2PuqndpPTpRk31/s+UPe0uj5WqfPXwlEwbnGw4FvV4jRcxLB0lzxPocSs6dlWVFpjz0G7TcPlLqerxIOPQ19eQ1drdIBwpor3fdQYva0mHNQego05uaB3QmHYm19fQ01FZ76MmZvlUMRTuATs6dlZ/nnWlZUqrKD9V3+gW6/EmX8iEEsk22n/fcma9ywsAhpQMCYPS37iz0BZX/xice7svjRE5VPaz/pPbBEivbzeBw8HEQ4gc/SXPHSuGGKj4nWdRtKehwOGj9ikLfHhHDSEat0gG6Yf0w796B0JXmiNCozZE1znEBuG2AB5pxEkEBUeE1zxWvdlVMdO2cEQBDV+lnhtavzzR4Uh21Uh8Ci5yQCdF6Z09tcB/N883Znw5krAaC9rlbm9Od8VzqhJMIRTiKAOV/E19oc5vnmbX/40ztT7YCeF2qaAD4wezt8rc3h7/l9dfhD+9cKoaZJlwgnEcKflTnm+X3hS++M2TPT27wVq3VV0wRAN/xZmdOX86Wuq8z2dJ4vK3+s1FVNE0ginKAfyg7Wdwgh7avM9hQ4zHkruY/t0JGGZp/DSVe9GOZjJn96OHrrFWlf0+SBV8r6VNOEXhegnxoPn5jc2b7KbE9hwzzPXPnTWO1bOOmqF8N8zORvD0f76rWdta9psn21/0NZYdzrQjiB3zrXPFl7RaYkT+jwdQ8ef+etdNeLYT5m8rVqqz+VXgNR04ReF8BPZu9H0ZWeybEmX/8I+ztvpbteDPMxkz89Me2r1/b0NX2paRLmlWRZrQO/mXNS1uZkhmzVTleVWdvXDXnhhq/41Z7+Vnq1+vpA2HOlSzkbQrdip6vKrO139/3hNv9XEJlfH4zXEIhKsjZGzwn6JM0VryMjBvX7OubQkLkpoHltU+cJtl31YrSvqdKeL8Mq/vSKVNY0qanZt12xzcm+DOcA/RCoWh1mOfeehm1qP/Hc76oXo7uaKsEYVvG19Lx5XjhUw+0C4QSW6Dw0ZG4KKMk7xGIOjUjyDh35Khgb9F27oUSSep3wW1nTpOs2lFCiHrBa+6GhrjYFlE4etvFVMIZVaj85MYm3pwm/YVKivicM68ASnYeGzE0B2w+BmEMjfRkWCdawytqczF6Djvnc6/49QRiARdoPDXW1KWD7oRF/BWNYxbxmzgbPpN7+nudg9JzAMoEaGurtOQLJLD3fOey0XzVk7jpMsTrABjoPDXU1DNKfoZFgDKt0NZzVftXQ4Q+7Py9MWBJOFi1apK1bt+qiiy7Sn/70JyuaAARM+yEkkzmkw0RYAP3WfgjJZA7phNlEWJMl4eQ///M/9YMf/EBPPPGEFU8PBFTnnZilE/VWCCcA+q39qiFzJ2ZzEi7hJHDmzJmjrVu3WvHUsKneyt53Pl7d0Gy7YZPuVg1JnqGe+NjoELcIgJe/mxIe/vBENdpQ6a2NPe3EbJbqDxN+T4jdvn27Fi5cqFGjRikqKkobN2486Ry3262xY8dq4MCBmjFjhnbsoCQvutZ+U8KemGXxzxgxyFv6PhC7LPvTxr6svmm/Kslc7QMghHzZlNA8JybBEwDM0vdFS+zTxt6+9rk8z9CPuSTa4fzuOWloaFBGRoZ+8IMfaPHixScdLyoqUmFhodatW6cZM2Zo7dq1mjdvnj744AONGDEiII1G+Gi/KWFlTVOXf8A7l8VvX/o+lG00b/fla3eWf65lRaVBaB2AHnXeZLCrYZDOZfHbl74PBfP529dM8XW4pnN7w2SYx+9wsmDBAi1YsKDb42vWrFFeXp6WLl0qSVq3bp1efPFFPfbYY7rlllv8buCxY8d07Ngx7/26ujq/rwF7621Tws5l8YMxnNO+GFx3beirUKxKAtCD9psMdvfHu32NkmDM5ehth+S+bITY/mvN9vo7fGVTAa1z0tzcrJKSEmVnZ594ggEDlJ2dreLi4j5dc9WqVUpKSvJ+pKeHZzU8WKP9sEv2fduCNlTUn6EhAGHAHHapCVJ46M/QkA0FdELs4cOH1draqpSUlA6Pp6Sk6P333/fez87O1u7du9XQ0KDRo0frmWee0cyZM7u85q233qrCwkLv/bq6OgIKAqbzsIs/uyT35XnM2wAiSM6TntU2/uyQ7K/Ow1cO3wTQktU6mzdv9vncuLg4xcXFBbE1iHShGnYhlAARKlRVXPszNGQzAR3WSU5OVnR0tA4cONDh8QMHDig1NTWQTwUH8nXIpOxgfb+GVyprmrxVWv3V3+cGYCF/5lv4usFeoL/+8IfBG9oJIwENJ7GxsZo6daq2bNnifaytrU1btmzpdtjGV263W5MnT1ZWVlZ/m4kQa79cuKc5F4Ga/3HthhLvhoK+zu8I1dwTAEHgz3yL9psB9nXZbe0n/m+813nJLwGlR34P69TX16us7ERNivLycpWWlmrYsGEaM2aMCgsLlZubq2nTpmn69Olau3atGhoavKt3+io/P1/5+fmqq6tTUlLXha5gT+2XC/e2Iqbz/I++WpuTqaxxw3y+RiCfG0CI+TPfwtwM8Pff7vuKHLNi6/ee9X1/mzBd8hssfoeTXbt2ae7cud775mTV3NxcrV+/Xjk5OTp06JBWrFihqqoqZWZmatOmTSdNkkVk6W25cPvzAjH/o7sN+kLx3AAs4M98i0BtmOfvdcK43Hyg+R1O5syZI8MwejynoKBABQUFfW4UnMUJQyDVnUJK5/ud+TpnxY5l9IGwY7faHV21p3Mdk5qKE7sHd6WnY53PC3UZfRuwZLVOX7jdbrndbrW2tvZ+MkLC17kkoW6Pebv9Y9dtKNHm5bOV5opXZU2TrttQ0mWb2889kdTt62p/3bVXZAb1dQERy261O7prjzmXJCbhRKVZcxfhzu1uP/fE/NqeSuqHqkqtzTgmnDDnxH58nUsS6vaYt83P7cvdm0M9TS2teuIH009qc/vXJKnb12VFGX0g4titdkd37elqLom5i/CYmSdXnzWvIXX/uqwoo28jjgknsCdf55KESldt6W7YpbvHfX1NDOcAIWC32h1dtae7uSTJE7sPHr68pgieoxLQpcQAAAD9Rc8JHKsvE3H7U6AtFJwwuRhAD2o/8Qzp2JXdJhd3wzHhhAmxMPV1Im5lTZMuX1esppZWW0zgba+r18RcFsBC5oRU87avipZ4PtthAm97XU3mtfGQkWPCCRNiYerrRFxzIqxZoM1uc2U6vybCCWAhc0KqedsfXU2EtVpXk3kJJ0Bg9WcirlmgzW7sNrkYiHh9DRfdTYS1mt0mF/eACbEAAMBW6DnppLfKoQgdJoeeUFnTZJt6Muin3iqHInQcMjk0JGoq7FNPRg4KJ6GYENtT5VCEjt0qz1qt80Res9ItHKimovvKoQgdu1WetVrtJ9LjC078XObvsDygOCachGJCbE+VQxE6dqs8azXz5/KGr47XA6+UeSvdwoHM3WztOGEyktit8qzVzJ/LC2/2BLbGasu/J44JJ6FE5U/rMTn0ZHw/wohdJ0xGEgdNDg2ZJPt8P5gQCwAAbIVwAgAAbIVwAgAAbIVwgojB0mQAcAbHhBO3263JkycrKyvL6qbAYViaDCDozOXJLE0OCMes1mFvHfQVS5MBBF1/9uLBSRwTToD+YGkygKAjlASMY4Z1AABAZCCcAAAAWyGcAAAAWyGcAAAAWyGcAP0U7Pop1GcBEFS1FVa34CSOCSfUOYHdBLt+CvVZAAS1fop57e2rbVefxTFLialzArsJdv2Uztc/0tAc0OsDcIBg1k8xr91Y7QkmjdWBvX4/OCacAHYU7Pop7a9POAEiVDDrp7jST1zfRuHEMcM6AAAgMhBOAACArRBOAACArRBOAACArRBOAACArRBOAACArRBOAACArTgmnFAhFgCAyOCYcJKfn6+9e/dq586dVjcFAAAEkWPCCQAAiAyEEwAAYCuEEwAAYCuEEwAAYCuEEwAAYCuEEwAAYCuEEwAAYCuEEwAAYCuEEwAAYCuEEwAAYCuEEwAAYCuEEwAAYCuOCSfsSgwAQGRwTDhhV2IAACKDY8IJAACIDIQTAABgK4QTAABgK4QTAABgK4QTAABgK4QTAABgK4QTAABgK4QTAABgK4QTAABgK4QTAABgK4QTAABgK4QTAABgK4QTAABgK4QTAABgK4QTAABgK4QTAABgK4QTAABgK5aEkxdeeEGTJk3ShAkT9Lvf/c6KJgAAAJs6JdRPePz4cRUWFurVV19VUlKSpk6dqkWLFmn48OGhbgoAALChkPec7NixQ2effbbS0tI0aNAgLViwQP/3f/8X6mYAAACb8jucbN++XQsXLtSoUaMUFRWljRs3nnSO2+3W2LFjNXDgQM2YMUM7duzwHvv000+VlpbmvZ+WlqbKysq+tR4AAIQdv8NJQ0ODMjIy5Ha7uzxeVFSkwsJCrVy5Um+99ZYyMjI0b948HTx4sE8NPHbsmOrq6jp8AJGsuqHZ6iYACGeHP5RqKixtgt/hZMGCBbr77ru1aNGiLo+vWbNGeXl5Wrp0qSZPnqx169YpISFBjz32mCRp1KhRHXpKKisrNWrUqG6fb9WqVUpKSvJ+pKen+9tkICwMTYxVfEy0rttQosqaJqubAyDcJAyXYhKk5/Ik93RLA0pA55w0NzerpKRE2dnZJ55gwABlZ2eruLhYkjR9+nTt2bNHlZWVqq+v11//+lfNmzev22veeuutqq2t9X5UVFib5gCrpLnite7KqWpqadURek8ABJorXcrfIS1+VGpplBqrLWtKQFfrHD58WK2trUpJSenweEpKit5//33PE55yiu677z7NnTtXbW1t+slPftLjSp24uDjFxcUFspmAYw1PjLW6CQDCmSvd0lBiCvlSYkm65JJLdMkll1jx1AAAwOYCOqyTnJys6OhoHThwoMPjBw4cUGpqar+u7Xa7NXnyZGVlZfXrOgAAwN4CGk5iY2M1depUbdmyxftYW1ubtmzZopkzZ/br2vn5+dq7d6927tzZ32YCAAAb83tYp76+XmVlZd775eXlKi0t1bBhwzRmzBgVFhYqNzdX06ZN0/Tp07V27Vo1NDRo6dKlAW04AAAIT36Hk127dmnu3Lne+4WFhZKk3NxcrV+/Xjk5OTp06JBWrFihqqoqZWZmatOmTSdNkgUAAOiK3+Fkzpw5Mgyjx3MKCgpUUFDQ50Z1xe12y+12q7W1NaDXBQAA9mLJrsR9wZwTAAAig2PCCQAAiAyEEwAAYCuEEwAAYCuOCScUYQMAIDI4JpwwIRYAgMjgmHACAAAigyUb//WHWWOlrq4u4Neu/6JObccaVf9FnerqogJ+faC/+Bl1uC/qpWOG53MQfocBARGkn1Pz73ZvtdIkKcrw5Swb+eSTT5Senm51MwAAQB9UVFRo9OjRPZ7juHDS1tamTz/9VIMHD1ZUFP9z7K+6ujqlp6eroqJCQ4YMsbo56AXvl7PwfjkP71nwGIahL774QqNGjdKAAT3PKnHcsM6AAQN6TVzw35AhQ/iH6CC8X87C++U8vGfBkZSU5NN5TIgFAAC2QjgBAAC2QjiJcHFxcVq5cqXi4uKsbgp8wPvlLLxfzsN7Zg+OmxALAADCGz0nAADAVggnAADAVggnAADAVggnAADAVggnEeCOO+5QVFRUh48zzzzTe/zo0aPKz8/X8OHDNWjQIH3729/WgQMHLGxx5Nm+fbsWLlyoUaNGKSoqShs3buxw3DAMrVixQiNHjlR8fLyys7O1b9++Dud8/vnnWrJkiYYMGSKXy6Wrr75a9fX1IXwVkaO39+uqq6466d/c/PnzO5zD+xUaq1atUlZWlgYPHqwRI0bo0ksv1QcffNDhHF9+B+7fv18XX3yxEhISNGLECN188806fvx4KF9KRCGcRIizzz5bn332mffjtdde8x778Y9/rL/85S965plntG3bNn366adavHixha2NPA0NDcrIyJDb7e7y+K9+9Svdf//9Wrdund58800lJiZq3rx5Onr0qPecJUuW6B//+IdefvllvfDCC9q+fbt++MMfhuolRJTe3i9Jmj9/fod/c0899VSH47xfobFt2zbl5+fr73//u15++WW1tLTo61//uhoaGrzn9PY7sLW1VRdffLGam5v1xhtv6IknntD69eu1YsUKK15SZDAQ9lauXGlkZGR0eaympsaIiYkxnnnmGe9j7733niHJKC4uDlEL0Z4k4/nnn/feb2trM1JTU43Vq1d7H6upqTHi4uKMp556yjAMw9i7d68hydi5c6f3nL/+9a9GVFSUUVlZGbK2R6LO75dhGEZubq7xrW99q9uv4f2yzsGDBw1JxrZt2wzD8O134EsvvWQMGDDAqKqq8p7z8MMPG0OGDDGOHTsW2hcQIeg5iRD79u3TqFGjdPrpp2vJkiXav3+/JKmkpEQtLS3Kzs72nnvmmWdqzJgxKi4utqq5aKe8vFxVVVUd3qOkpCTNmDHD+x4VFxfL5XJp2rRp3nOys7M1YMAAvfnmmyFvM6StW7dqxIgRmjRpkn70ox+purrae4z3yzq1tbWSpGHDhkny7XdgcXGxzjnnHKWkpHjPmTdvnurq6vSPf/wjhK2PHI7b+A/+mzFjhtavX69Jkybps88+089//nPNmjVLe/bsUVVVlWJjY+VyuTp8TUpKiqqqqqxpMDow34f2vxjN++axqqoqjRgxosPxU045RcOGDeN9tMD8+fO1ePFijRs3Th999JF+9rOfacGCBSouLlZ0dDTvl0Xa2tq0bNkyXXDBBZoyZYok+fQ7sKqqqst/f+YxBB7hJAIsWLDAe/vcc8/VjBkzdNppp+mPf/yj4uPjLWwZEJ6uuOIK7+1zzjlH5557rs444wxt3bpVF110kYUti2z5+fnas2dPhzl3sCeGdSKQy+XSxIkTVVZWptTUVDU3N6umpqbDOQcOHFBqaqo1DUQH5vvQefVA+/coNTVVBw8e7HD8+PHj+vzzz3kfbeD0009XcnKyysrKJPF+WaGgoEAvvPCCXn31VY0ePdr7uC+/A1NTU7v892ceQ+ARTiJQfX29PvroI40cOVJTp05VTEyMtmzZ4j3+wQcfaP/+/Zo5c6aFrYRp3LhxSk1N7fAe1dXV6c033/S+RzNnzlRNTY1KSkq857zyyitqa2vTjBkzQt5mdPTJJ5+ourpaI0eOlMT7FUqGYaigoEDPP/+8XnnlFY0bN67DcV9+B86cOVPvvvtuh0D58ssva8iQIZo8eXJoXkiksXpGLoJv+fLlxtatW43y8nLj9ddfN7Kzs43k5GTj4MGDhmEYxnXXXWeMGTPGeOWVV4xdu3YZM2fONGbOnGlxqyPLF198Ybz99tvG22+/bUgy1qxZY7z99tvGxx9/bBiGYdx7772Gy+Uy/vznPxvvvPOO8a1vfcsYN26c0dTU5L3G/PnzjS996UvGm2++abz22mvGhAkTjO9+97tWvaSw1tP79cUXXxg33XSTUVxcbJSXlxubN282zjvvPGPChAnG0aNHvdfg/QqNH/3oR0ZSUpKxdetW47PPPvN+NDY2es/p7Xfg8ePHjSlTphhf//rXjdLSUmPTpk3Gqaeeatx6661WvKSIQDiJADk5OcbIkSON2NhYIy0tzcjJyTHKysq8x5uamozrr7/eGDp0qJGQkGAsWrTI+OyzzyxsceR59dVXDUknfeTm5hqG4VlOfPvttxspKSlGXFyccdFFFxkffPBBh2tUV1cb3/3ud41BgwYZQ4YMMZYuXWp88cUXFrya8NfT+9XY2Gh8/etfN0499VQjJibGOO2004y8vLwOy1ANg/crVLp6nyQZjz/+uPccX34H/utf/zIWLFhgxMfHG8nJycby5cuNlpaWEL+ayBFlGIYR6t4aAACA7jDnBAAA2ArhBAAA2ArhBAAA2ArhBAAA2ArhBAAA2ArhBAAA2ArhBAAA2ArhBAAA2ArhBAAA2ArhBAAA2ArhBAAA2ArhBAAA2Mr/B825gFamRJ7QAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "ax.hist(\n", " base_image.flatten(),\n", " histtype='step',\n", " bins=100,\n", " label='Base image',\n", " )\n", "ax.hist(\n", " noisy_image.flatten(),\n", " histtype='step',\n", " bins=100,\n", " label='Noisy image',\n", " )\n", "\n", "ax.set_yscale('log')\n", "\n", "ax.legend()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, there is a large offset between the base and noisy images since the noisy image now includes a bias offset in addition to the dark noise from previous example. Let's correct this:" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:33.598075Z", "iopub.status.busy": "2026-02-16T18:30:33.597993Z", "iopub.status.idle": "2026-02-16T18:30:33.610038Z", "shell.execute_reply": "2026-02-16T18:30:33.609778Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\r", "[OPTICAM] Scanning data directory: 0%| |[00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "ax.hist(\n", " base_image.flatten(),\n", " histtype='step',\n", " bins=100,\n", " label='Base image',\n", " )\n", "ax.hist(\n", " bias_corrected_image.flatten(),\n", " histtype='step',\n", " bins=100,\n", " label='Bias corrected image',\n", " )\n", "\n", "ax.set_yscale('log')\n", "\n", "ax.legend()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see that the offset is smaller, but not yet zero (because we also have a dark noise contribution). Let's correct this using our new dark noise corrector:" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:33.697625Z", "iopub.status.busy": "2026-02-16T18:30:33.697552Z", "iopub.status.idle": "2026-02-16T18:30:33.706887Z", "shell.execute_reply": "2026-02-16T18:30:33.706594Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[OPTICAM] SYNTHETICAM:U master dark image not found. Attempting to create.\n", "[OPTICAM] Master dark image(s) created.\n", "[OPTICAM] Master dark image(s) saved to out/correctors/darks_with_bias/master_darks.fits.gz.\n" ] } ], "source": [ "bias_and_dark_corrected_image, dark_var = dark_corr.correct(\n", " image=bias_corrected_image,\n", " camera='SYNTHETICAM',\n", " fltr='U',\n", " )" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:33.707617Z", "iopub.status.busy": "2026-02-16T18:30:33.707545Z", "iopub.status.idle": "2026-02-16T18:30:33.785980Z", "shell.execute_reply": "2026-02-16T18:30:33.785690Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "ax.hist(\n", " base_image.flatten(),\n", " histtype='step',\n", " bins=100,\n", " label='Noiseless',\n", " )\n", "ax.hist(\n", " bias_and_dark_corrected_image.flatten(),\n", " histtype='step',\n", " bins=100,\n", " label='Noisy',\n", " )\n", "\n", "ax.set_yscale('log')\n", "\n", "ax.legend()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Uh oh, we have negative fluxes! This is because the bias contribution is being subtracted twice: once by the master bias and again by the master dark. To fix this, we can pass a `BiasCorrectorInstance` to `DarkNoiseCorrector`:" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:33.786815Z", "iopub.status.busy": "2026-02-16T18:30:33.786741Z", "iopub.status.idle": "2026-02-16T18:30:33.800952Z", "shell.execute_reply": "2026-02-16T18:30:33.800690Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\r", "[OPTICAM] Scanning data directory: 0%| |[00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "ax.hist(\n", " base_image.flatten(),\n", " histtype='step',\n", " bins=100,\n", " label='Base image',\n", " )\n", "ax.hist(\n", " bias_and_dark_corrected_image_new.flatten(),\n", " histtype='step',\n", " bins=100,\n", " label='Corrected image',\n", " ls='-.',\n", " )\n", "\n", "ax.set_yscale('log')\n", "\n", "ax.legend()\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:33.885499Z", "iopub.status.busy": "2026-02-16T18:30:33.885424Z", "iopub.status.idle": "2026-02-16T18:30:33.886954Z", "shell.execute_reply": "2026-02-16T18:30:33.886716Z" }, "tags": [ "remove-cell" ] }, "outputs": [], "source": [ "assert np.allclose(base_image, bias_and_dark_corrected_image_new)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now the corrected image is identical to the reference image! Again, however, it's worth stressing that noise is *random*, and so in practise it will never be removed perfectly as it has been here.\n", "\n", "## Calibrating calibration images\n", "\n", "Above, we saw that it is necessary to bias-correct dark images. Of course, the same is also true for flat-field images. Additionally, it may be necessary to subtract the dark noise contribution from your flats if they require a longer exposure time and/or your instrument has a high dark current. Let's generate some flats that contain bias and dark noise contributions:" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:33.887564Z", "iopub.status.busy": "2026-02-16T18:30:33.887495Z", "iopub.status.idle": "2026-02-16T18:30:33.894754Z", "shell.execute_reply": "2026-02-16T18:30:33.894493Z" } }, "outputs": [], "source": [ "for i in range(3):\n", " image = np.ones(IMG_SIZE) + DARK_FLUX + BIAS\n", "\n", " hdu = fits.PrimaryHDU(image) # image data\n", "\n", " hdu.header['FILTER'] = FLTR # the observation filter\n", " hdu.header['BINNING'] = BINNING # the image binning (1x1)\n", " hdu.header['EXPTIME'] = EXPTIME # the exposure time in seconds\n", " hdu.header['INSTRUME'] = 'SYNTHETICAM'\n", "\n", " save_path = out_dir / 'calibration_images' / 'flats_with_bias_and_dark_noise' # directory to which image will be saved\n", "\n", " # create save directory if it does not already exist\n", " if not save_path.is_dir():\n", " save_path.mkdir(parents=True)\n", "\n", " # save image\n", " file_path = save_path / f'image_{i}.fits.gz'\n", " hdu.writeto(file_path, overwrite=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These flats have a flux of 1 (to avoid division by zero) before bias and dark noise contributions are added. As such, the master flat-field image should also have a flux of 1 (assuming the bias and dark noise are corrected properly):" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "execution": { "iopub.execute_input": "2026-02-16T18:30:33.895403Z", "iopub.status.busy": "2026-02-16T18:30:33.895323Z", "iopub.status.idle": "2026-02-16T18:30:33.910915Z", "shell.execute_reply": "2026-02-16T18:30:33.910619Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\r", "[OPTICAM] Scanning data directory: 0%| |[00:00