{ "cells": [ { "cell_type": "markdown", "id": "1ee10df0", "metadata": {}, "source": [ "# Noise and saturation\n", "\n", "`wcc_sim` applies the `wcc_etc` noise model exactly: sky + dark, per-frame full-well /\n", "ADC saturation, Poisson noise, read noise, and digitization to ADU. This notebook walks\n", "through it with a controlled star field: a brightness ladder from G = 6 to 16 at\n", "+2 waves defocus.\n", "\n", "**Requirements:** a kernel with `wcc_etc` and `wcc_sim` installed. Fully offline (synthetic catalog)." ] }, { "cell_type": "code", "execution_count": 1, "id": "19c3f464", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:20:07.654930Z", "iopub.status.busy": "2026-10-12T04:20:07.654740Z", "iopub.status.idle": "2026-10-12T04:20:13.602431Z", "shell.execute_reply": "2026-10-12T04:20:13.601935Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "wcc_sim 0.1.0 | wcc_etc 0.1.0\n" ] } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "import wcc_etc\n", "import wcc_sim\n", "\n", "from wcc_sim.plotting import use_style, TEAL, RED, AMBER\n", "use_style()\n", "\n", "print(f'wcc_sim {wcc_sim.__version__} | wcc_etc {wcc_etc.__version__}')" ] }, { "cell_type": "markdown", "id": "0fce3e3a", "metadata": {}, "source": [ "## 1. A brightness ladder\n", "\n", "Six stars, G = 6 to 16, placed along a column at x = 400. (The left half of the frame is *not*\n", "star-free: the G = 6 star's scattered-light halo covers the whole array, see the scattered-light page of\n", "the user guide and `field.plot_psf_profile()` in notebook 10, so the background statistics below\n", "come from a source-free run.) Coordinates are generated through the same\n", "TAN WCS the simulator will build." ] }, { "cell_type": "code", "execution_count": 2, "id": "49e0dc18", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:20:13.606231Z", "iopub.status.busy": "2026-10-12T04:20:13.605733Z", "iopub.status.idle": "2026-10-12T04:20:15.839104Z", "shell.execute_reply": "2026-10-12T04:20:15.838234Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:35: RuntimeWarning: divide by zero encountered in matmul\n", " cx = (psf.sum(axis=0) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:35: RuntimeWarning: overflow encountered in matmul\n", " cx = (psf.sum(axis=0) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:35: RuntimeWarning: invalid value encountered in matmul\n", " cx = (psf.sum(axis=0) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:36: RuntimeWarning: divide by zero encountered in matmul\n", " cy = (psf.sum(axis=1) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:36: RuntimeWarning: overflow encountered in matmul\n", " cy = (psf.sum(axis=1) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:36: RuntimeWarning: invalid value encountered in matmul\n", " cy = (psf.sum(axis=1) @ i) / total\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "sky 0.014 + dark 0.0031 e-/s/px | read noise 3.04 e- | gain 0.261 e-/ADU | well depth 16274.929434794496 e-\n", "saturated pixels: 20524\n" ] } ], "source": [ "from astropy.table import Table\n", "from wcc_sim import simulate_field\n", "from wcc_sim.detectors import get_geometry\n", "from wcc_sim.wcsutil import build_wcs\n", "\n", "RA0, DEC0 = 150.1, 2.2\n", "SHAPE = (512, 512)\n", "EXPTIME = 90.0\n", "GMAGS = np.array([6.0, 8.0, 10.0, 12.0, 14.0, 16.0])\n", "\n", "g = get_geometry('zwo:r')\n", "w = build_wcs(RA0, DEC0, g.plate_scale_mas, 0.0, SHAPE)\n", "ys = np.linspace(60, 460, len(GMAGS))\n", "ras, decs = w.pixel_to_world_values(np.full_like(ys, 400.0), ys)\n", "cat = Table({\n", " 'source_id': np.arange(len(GMAGS)), 'ra': ras, 'dec': decs,\n", " 'phot_g_mean_mag': GMAGS,\n", " 'phot_bp_mean_mag': np.full(len(GMAGS), np.nan), # -> G2V\n", " 'phot_rp_mean_mag': np.full(len(GMAGS), np.nan),\n", "})\n", "\n", "field = simulate_field(RA0, DEC0, sensorfilter='zwo:r', focus=2, exptime=EXPTIME,\n", " seed=42, catalog=cat, shape=SHAPE)\n", "p = field.params\n", "print(f\"sky {p['sky_e_s']:.3f} + dark {p['dark_e_s']:.4f} e-/s/px | \"\n", " f\"read noise {p['read_noise']:.2f} e- | gain {p['gain']:.3f} e-/ADU | \"\n", " f\"well depth {p['well_depth']} e-\")\n", "print(f'saturated pixels: {field.saturation_mask.sum()}')" ] }, { "cell_type": "code", "execution_count": 3, "id": "049d5066", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:20:15.842766Z", "iopub.status.busy": "2026-10-12T04:20:15.842435Z", "iopub.status.idle": "2026-10-12T04:20:16.148852Z", "shell.execute_reply": "2026-10-12T04:20:16.148473Z" } }, "outputs": [ { "data": { "image/png": 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77bdfdQwZjjTwxC/+tHSYXFrov//7v6vtfK++9a1vTRp0//Ef/9E2YNiQpz6lwS+L0r5IGZXUNzSYqQdZ6b4pWZaKBkPYsNTQs4GX6aHBQwkbW9byPTTo16SBTOeDziWfR+s642cpXTsvf/nLq98eggxLNgLPOeecfsfQb9xuu+1WDdZJPvvZz1bpaQCEB0t5AJEGTWhpJg39ZpUYyFQm3Xtk4MYGbL/85S9X28kgftrTntb+baLB0aOPPro9YOXlkksuaZdFAwO0hB61j/L68Ic/XKWhe5sG9/Rg8A9/+MP2sb/5zW/6/cbRewENIPNgmrx++Bgs8wSaBi7WAIwwFixYUAUmIpfb0ijHFPiLoOWipKsTLV/EywxRNFkJpaNtr33ta/ttJzc5aw40uQgSHDhJpqdAPAQt26Ndrb7xjW9ULtzkYseQiym1l1xCJeQeSq7PxHe/+932dnJRtJYBIZc/cn/zQO7H5M5H7dJtJsjN24JcMMk18alPfWq/7eRyx1FTZV09kPs7uZGTayq5vUrIDZfdC8kdkF1hKXAbuQmSyx8t/yEhl0xyXSM3Y7mPXDxjUF9bxPqa3MabWJqD3GPZDZzap5HXFwWuI9h1nND9xUycOLH9t0wfI9ZOikwcK6OEkvz5nps0aZLrnktR55wT/Mx59NFHw0c+8pHKFZauT3Kl5eu8yXqSOzfNG9fPOrp+OWqxvK8o+j9dM695zWsGPJs233zz6lnghe4xch/lYIl0b5M7NU9roSkI3/ve99p9SVMeCD5vsQBzDLkQk5stPePIFZbm11J+FG25ib5IQS6y5GJN50262dL9Qa7xHsil+/TTT6/+1m7kBPUb50XuvDw1qJPrrw50PuhcWkEvGe5Tcpmn3zuOfUDn8PnPf371t5w6tHjx4spdnH6bdFs4gCC1l84n8453vKOKvM/TEzy/KzGoTLr3UtcYLwlJzzm6Lvi3ie5LOh/EnXfeWdXJg7zuaGoNTc+h/qIpQ3QdUHvf+973hmOOOabf7zhB03eovvoapeWpeFqUjlhN54vuWQC6QfwJBAAYltA8OJob9R//8R/Fx9JLN/2Q0VwsMqjkjzLNsyN+8pOfVC+/ZNgRlI7+1i+W9MNP823lusB0HOVNWPPhaL4hvVTTfCP6UT322GPb+8holvOS+YeUfjTJqLMMC5qPzH+TcUrzoehliF5c6AeaXgL4ZYsGFDxQu6gdNL+N5k5peD1eybp166r5jVRXmhscq6t8QfTALxL0EmJBcxnpxZheMGgeGr2EUD1o/q421Amq3yWXXBKagAcoyJCll2qaP8Zl1Lk2rbbRtU6GAxk7tPYxXQfUh7/5zW+qAQn94iYNInr5twxYOVfUE+CO2kmGD0XPpRdnnjdO1xdHk++Ekvz/+Mc/VveXHOyh9Z4ffvjh6u/SOah14JdYuiZjAwRN1fOBBx6oBg7oGrfuKzJU6dqT55SfIbF1Za37Nwc/Q6xlhCgeAhlQ9Ny48sorq7rQgKM8LgbVneYz05Jkn/3sZ6uBoC996UvmHOA6fZGC8iHjnPJ8+ctfHr785S+3y/U+K+lYmg9Mhk9ssJYCa9EcXQqI97e//a16rg4VqfPB+3iwzYpbQOeAoTny9JylaPuXXnppv/T0jOLfJo6lQPcD/ebFrs0616W3TQTFw7DaRAPVNAhLgz05pAFL146GYjpQXAr6PbSuUYqZQn1Dc5kJMsxpbfqm71cAPMBABmAQoQAYMlCQhJQ9goyY2Og5Kbtk5MWgH2IKZENl8EtYCfQjSS/gFECDgm2wgUzBtkhJoJcXCq5DAUZY7aUXTgogo6EXeHqxI0j5oHRSnbOCcdCIM79MUno2kKlMeskiw5+hUW+qFx2jA73EoJfVj370o9VIPQ0EUDu++MUvJvtU8/vf/779Y+7l1ltvrRQZGiwg46AJKMAPDzbEguawgkAGIwequvzyy5PRn5uCzhUZx/RiT54JdD19/vOfr4KsNAWpC1QOBXehwRUasKBrmF6m3vCGN4Tf/e53VR/wAIo0YOglzDLg+OXM20cUDIkM14svvjg85znPqYLhkGcDvwB3Skn+1HZ+0aW208slKSz84toryyQ1Vc+rr766+iRFip6NOcgI58jkJfdvE4M59Ewjw5/U4BIPCjIk3va2t4XPfOYzlSrJz9RO+8IDPYMpPxqIo4BIFGipZM1mGiBlIyY2WCLXHKZn1FAayHXh31o5wMnngwYDLfXcGkyg656e5exhMZTI94fSgdsY3CcnnHBC5WmRg9akZi+ewbxfASDgYg3AIEJRI2nZEusfR2qlEdZYGvnyrqHjyDWL3Ks7cTtiN2t6oeMfJ3JLpB95MkIIMnYIetmj6J0U3dOCXBkpAie90JPa9+lPfzo7Es2qGBnpPGhAKgoZPJKFCxdWn6XLv7z97W+vVBh6aSPDnaJoUr953Gmlkl4yck2Kc526ppBRr1P5slFIBjrBkb0HY61QOu/kJkoDPjR4QxFZzznnnEpBaIpnPvOZlfFIgxCkUJDKRi7wNChAULRyNkh23nnn9nF8bWnkdo8xTwY4GRB8b5BST8eR0d4EpfmTSkmqMw2UkVFF0Yu7PRhShybqWXpf8b072MqTfLlPuQ7HIBd1gjxBYt4X3XjGkDFOqiZFIKf7gupB7sG8VJr3GUXPnlg0ZDloxc+okUDda3MkK6LD5X4FgICBDMAgQu7IjwXHG/CPRlV5zk8sjVxmR//wkLJEhmSnCt1zn/vcyo2MXm7IHZfy/p//+Z/wlre8pVKz6IeKFFsySEj5oaUaaPkPDRkoZJzQSy8t1WG5H1rQCxi1gVwBya161apVlbFM6ruE1Wgy9OTSMB7I2Kalc2hpJ+pXcmGlvvW8oPFoOg0OeOG60iCH18Uxh3TvTq3Xyy/kbHywW13dZUNKjTtygSZjiFQ0UtDoO83La0qVsKCXeZ4rf9ppp7W3S7e+2Eu+3O71LCC1hQxWHgSga5IGet785jd30Iry/KnNZNTQPUTz0z1LvA0FTdWT7yte3ieHvOZK7t9OYfWUnp08NcULDSbREnbk5kyQFwZ7sXTSF17oPJESfOqpp1Zl0DVIKq9eqi/3jKLfNQs5YNCLAzl1qXtt0sBvr3h6NM1wuV8BIGAgAzDMIaOO3JJJmStxFY5BLyzsRkdKMc09IyOYXDpnzJjRDohF+2Lu1aTG0pxJepEnd+ZS2H37ggsuCN///vfD0UcfPSCoB71osmGecikkt0prXUsKUEIDAL/61a+qFzky4miAIQe7tpL67H2R4flc5AGQWmuVjFYaFPBAL9s8GJJar5fndfJ8Tw7M8oMf/CA6IEDtIk+EpiA3ShocIsOIXpJINaS57N2C3OdpYIVe5GmOI0PzYmm9b+nup6F5kAT1bWmQOxpkoeNp7VgaHCBjhgZimiKVPwW2ornYZFCRl0Sv0mQ9+b667bbbkvfAz3/+8+qfdEuPnf9uwEoYeavoQEM5yBWV7lm6d2jKC92b9Myl67uTviiBBjDoGUou0HQvk5JNwZZy0AApE6sTP58Ib6DE4QCfj9RzlqDfbRqE5muTfiOaHuTotT4hd/3UoDb97tO1NlT3KwAEDGQAhjGkRpKqS4ooRSW2ILWX5trWcbOmgE3kJiuNXFa6aTuN8Fpz4khloJcoa34su/jGXO64DJqHRS97FEhLu1cT9KLJc6TJPdNSKOhlg5QXTkeBnNj1ljnqqKOq44kbb7wx5OC8qB0cGToHqeccTZQUTXY1k1B/Ubtpzp8XVtWpvy2XYTo/9GJBfcVpySWZoDq8853vNPMld3gZwIUVMD53Ep4HrRVhCoSmlW06F6eccoq7r+tAAxA0yEBeEDRNgCOjMhx5nKYGWFBwHcK65iyoD6W7OvU13S8Ucb2JdnrzJy8LCmpD500rsrF7jucZWl4Ncs6oPu98zolST4Am60lqOquO5OFiRdslrw16hpA7N8Ug4IB29CwYLDjuhDWYmIIG7ShGAs3jJ2hAkgbGaOoKeWJ00hc5KOAUzfGXUN+RN5H3uiaDlwekYr9BFF+CoPgMPHiXeubQ9cbGlb72UtfzYMNxD+i5HgtqRvcCzbOlwV7ysOHBk8G8NgcTuu5oAJ7OD01rsgaYaSCFrnOKUE0DnPyMGKl9AnoXGMgADFPox4UiA5PKRcoEGZPyHwWwIgOB1GAK7lMC/ThR8CN6AaElQujlS/7w05w6emm3ljki5BxTcl9mF3FyyeaAWjxKLiN/MqQW8/If9PJA7bNgY4uC15C6Ri8c9ONL/ygYFrlw0qi1DPxCqpuGAwbJF7QY5MrO86jJ7VC/iMrRf2kIs1pGEbqprmRckyFAShApOhRYipV6Rs6LtuZIUxAsOv/U37ykk4Tm5tILGinyu+22W7WNBlI4MA7Nxab546RKUh+SKyXNNaeXXxlBnI0KahtFnCWo7v/v//2/9hJL9CIr1SA6396+pjypT2lwgBT/upA3AC0vQmWQQm3Nd6cXM5pTSYMK2k2U1FgKGkXtJbdWD6QO0RQCTzspQjsZaWTceufhefPne44+6bwSdB+Q8scKJreXjQ6OyCvVHL6eacklnvdHAyYc/+Daa6+t7ntekokDMTFsnMTiJTRZTzKIeEkcerGma5YMDrr26PlERhm9lNOAAreFB/voPOsljyhPuj8JaxArR2zgi4xKihrPgxoMq8CWMUv3Oz27qV84pgRdlxydnbwIpCpbpy/kebKMSrov9XOn5FlJBh/Vk6DnBBvDEnqGkNFEAcAk/MyhZwgPyNAgIPUJG8IceJDh64TccblPaVoHG2LymrTamzofqQFdTi8Nvv32268yegka4KBnsGwHBYukttAzgaBnFXu70OAzDWZ4fldySE8D3S5Pm3S7Usg+te5/Oj88UEvKOv2WcrtoJQd6HtB1ywPWtIoAe5ORl9if/vSnfvnReeaB+Dr3KwBJGl9ZGQBQixNOOKFa8P7OO+90pX/rW99apc/9+7d/+7da9fniF79YHf+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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = field.plot(satmask=True, percent=99.5)\n", "for gmag, y in zip(GMAGS, ys):\n", " ax.annotate(f'G = {gmag:.0f}', (400, y), xytext=(310, y - 4), color=RED)\n", "ax.set_title('+2 waves defocus, 90 s, saturated pixels outlined in red')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "779e6cdd", "metadata": {}, "source": [ "Note the shape of the saturated regions: the defocused PSF saturates in its bright\n", "*ring* first. For stars near the threshold the central pixel stays below full well.\n", "This is why the per-star `saturated` flag checks a 32 px window\n", "(`wcc_sim.render.star_saturated`), not just the central pixel." ] }, { "cell_type": "code", "execution_count": 4, "id": "eb9282d6", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:20:16.151033Z", "iopub.status.busy": "2026-10-12T04:20:16.150860Z", "iopub.status.idle": "2026-10-12T04:20:16.153675Z", "shell.execute_reply": "2026-10-12T04:20:16.153293Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "G = 6.0 saturated = True\n", "G = 8.0 saturated = True\n", "G = 10.0 saturated = True\n", "G = 12.0 saturated = True\n", "G = 14.0 saturated = False\n", "G = 16.0 saturated = False\n" ] } ], "source": [ "sat_flags = np.asarray(field.catalog['saturated'])\n", "for gmag, flag in zip(GMAGS, sat_flags):\n", " print(f'G = {gmag:4.1f} saturated = {bool(flag)}')\n", "assert sat_flags[GMAGS <= 8].all() and not sat_flags[GMAGS >= 14].any()" ] }, { "cell_type": "markdown", "id": "64d4a12c", "metadata": {}, "source": [ "## 2. The background noise budget\n", "\n", "Without sources the pixel variance should be Poisson on (sky + dark) × exptime\n", "plus the read-noise variance. Compare the measured standard deviation of `image_e`\n", "(electrons, before digitization) against that expectation." ] }, { "cell_type": "code", "execution_count": 5, "id": "0fd1f91f", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:20:16.155548Z", "iopub.status.busy": "2026-10-12T04:20:16.155387Z", "iopub.status.idle": "2026-10-12T04:20:17.917337Z", "shell.execute_reply": "2026-10-12T04:20:17.916898Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:35: RuntimeWarning: divide by zero encountered in matmul\n", " cx = (psf.sum(axis=0) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:35: RuntimeWarning: overflow encountered in matmul\n", " cx = (psf.sum(axis=0) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:35: RuntimeWarning: invalid value encountered in matmul\n", " cx = (psf.sum(axis=0) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:36: RuntimeWarning: divide by zero encountered in matmul\n", " cy = (psf.sum(axis=1) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:36: RuntimeWarning: overflow encountered in matmul\n", " cy = (psf.sum(axis=1) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:36: RuntimeWarning: invalid value encountered in matmul\n", " cy = (psf.sum(axis=1) @ i) / total\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "background level: 1.51 e- (expected 1.50)\n", "background std: 3.27 e- (expected 3.28)\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sky = simulate_field(RA0, DEC0, sensorfilter='zwo:r', focus=2, exptime=EXPTIME,\n", " seed=43, catalog=cat[:0], shape=SHAPE) # no sources\n", "bkg = sky.image_e\n", "level_e = (p['sky_e_s'] + p['dark_e_s']) * EXPTIME\n", "expected = np.sqrt(level_e + p['read_noise'] ** 2)\n", "measured = bkg.std()\n", "print(f'background level: {bkg.mean():8.2f} e- (expected {level_e:8.2f})')\n", "print(f'background std: {measured:8.2f} e- (expected {expected:8.2f})')\n", "assert abs(measured / expected - 1) < 0.05\n", "\n", "fig, ax = plt.subplots(figsize=(7.5, 4.2))\n", "ax.hist(bkg.ravel(), bins=80, density=True, color=TEAL, alpha=0.6,\n", " label='pixels (source-free run)')\n", "xx = np.linspace(bkg.min(), bkg.max(), 300)\n", "ax.plot(xx, np.exp(-0.5 * ((xx - level_e) / expected) ** 2)\n", " / (expected * np.sqrt(2 * np.pi)), color=RED,\n", " label='Gaussian, ETC budget')\n", "ax.set_xlabel('pixel value [e$^-$]'); ax.set_ylabel('density')\n", "ax.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "77376001", "metadata": {}, "source": [ "## 3. `n_reads`: trading saturation for read noise\n", "\n", "`n_reads` follows the ETC convention of coadded frames: the exposure is split into\n", "equal frames that are summed. Saturation is evaluated **per frame**, so more reads\n", "keep bright stars unsaturated, at the cost of read-noise variance growing as\n", "`n_reads`." ] }, { "cell_type": "code", "execution_count": 6, "id": "04547902", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:20:17.919591Z", "iopub.status.busy": "2026-10-12T04:20:17.919371Z", "iopub.status.idle": "2026-10-12T04:20:19.715535Z", "shell.execute_reply": "2026-10-12T04:20:19.715037Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:35: RuntimeWarning: divide by zero encountered in matmul\n", " cx = (psf.sum(axis=0) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:35: RuntimeWarning: overflow encountered in matmul\n", " cx = (psf.sum(axis=0) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:35: RuntimeWarning: invalid value encountered in matmul\n", " cx = (psf.sum(axis=0) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:36: RuntimeWarning: divide by zero encountered in matmul\n", " cy = (psf.sum(axis=1) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:36: RuntimeWarning: overflow encountered in matmul\n", " cy = (psf.sum(axis=1) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:36: RuntimeWarning: invalid value encountered in matmul\n", " cy = (psf.sum(axis=1) @ i) / total\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "n_reads = 1: 20524 saturated px | saturated stars: G=6, G=8, G=10, G=12 | noise std 4.85 e-\n", "n_reads = 9: 8764 saturated px | saturated stars: G=6, G=8, G=10 | noise std 9.87 e-\n" ] } ], "source": [ "field9 = simulate_field(RA0, DEC0, sensorfilter='zwo:r', focus=2, exptime=EXPTIME,\n", " n_reads=9, seed=42, catalog=cat, shape=SHAPE)\n", "for f, label in [(field, 'n_reads = 1'), (field9, 'n_reads = 9')]:\n", " n_sat = int(f.saturation_mask.sum())\n", " stars = ', '.join(f'G={m:.0f}' for m, s in\n", " zip(GMAGS, np.asarray(f.catalog['saturated'])) if s)\n", " bstd = (f.image_e - f.image_clean)[:, :200].std() # noise realization only\n", " print(f'{label}: {n_sat:6d} saturated px | saturated stars: {stars or \"none\"} | '\n", " f'noise std {bstd:6.2f} e-')\n", "assert field9.saturation_mask.sum() < field.saturation_mask.sum()" ] }, { "cell_type": "markdown", "id": "84740d5d", "metadata": {}, "source": [ "## 4. Noiseless closure\n", "\n", "With `add_noise=False` the realisation is the expectation image itself, so `image_e == image_clean` wherever nothing saturates. The one exception is deliberate: the delivered frame respects the per-frame well ceiling with or without noise, so the saturated pixels of the G = 6 and G = 8 stars are capped in `image_e` and left at their true expectation in `image_clean`. This is the basis for photometric closure tests." ] }, { "cell_type": "code", "execution_count": 7, "id": "8f9fb613", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:20:19.717661Z", "iopub.status.busy": "2026-10-12T04:20:19.717508Z", "iopub.status.idle": "2026-10-12T04:20:21.408335Z", "shell.execute_reply": "2026-10-12T04:20:21.407837Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:35: RuntimeWarning: divide by zero encountered in matmul\n", " cx = (psf.sum(axis=0) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:35: RuntimeWarning: overflow encountered in matmul\n", " cx = (psf.sum(axis=0) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:35: RuntimeWarning: invalid value encountered in matmul\n", " cx = (psf.sum(axis=0) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:36: RuntimeWarning: divide by zero encountered in matmul\n", " cy = (psf.sum(axis=1) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:36: RuntimeWarning: overflow encountered in matmul\n", " cy = (psf.sum(axis=1) @ i) / total\n", "/Users/gudmundurstefansson/Dropbox/mypylib/notebooks/GIT/wcc-sim/src/wcc_sim/psf.py:36: RuntimeWarning: invalid value encountered in matmul\n", " cy = (psf.sum(axis=1) @ i) / total\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "max |image_e - image_clean| off the saturated pixels: 0.0\n", "saturated pixels: 20524, capped at 16275 e- (true expectation up to 6.07e+06 e-)\n" ] } ], "source": [ "clean = simulate_field(RA0, DEC0, sensorfilter='zwo:r', focus=2, exptime=EXPTIME,\n", " catalog=cat, shape=SHAPE, add_noise=False)\n", "unsat = ~clean.saturation_mask\n", "diff = np.abs(clean.image_e - clean.image_clean)\n", "print(f'max |image_e - image_clean| off the saturated pixels: {diff[unsat].max()}')\n", "print(f'saturated pixels: {int((~unsat).sum())}, capped at {clean.params[\"saturation_e\"]:.0f} e- '\n", " f'(true expectation up to {clean.image_clean[~unsat].max():.3g} e-)')\n", "assert diff[unsat].max() == 0.0\n", "assert np.all(clean.image_e[~unsat] == clean.params['saturation_e'])" ] }, { "cell_type": "markdown", "id": "b9994f70", "metadata": {}, "source": [ "## Summary\n", "\n", "- Noise model = sky + dark, per-frame full-well/ADC cap, Poisson, read noise\n", " (variance × `n_reads`), gain + bias + clip to ADU, with the same semantics as the ETC.\n", "- Defocused stars saturate in the ring first; the per-star flag uses a 32 px window.\n", "- Background statistics match the ETC noise budget to a few percent.\n", "- More reads → less per-frame saturation, more read noise; `add_noise=False` gives the\n", " exact expectation image." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.13.5" } }, "nbformat": 4, "nbformat_minor": 5 }