{ "cells": [ { "cell_type": "markdown", "id": "ed351ef6", "metadata": {}, "source": [ "# Astrometry, WCS, and custom catalogs\n", "\n", "Every simulated frame carries a gnomonic (TAN) WCS built by\n", "`wcc_sim.wcsutil.build_wcs`. This notebook checks the WCS round-trip, verifies that\n", "injected stars land where the WCS says they should (to milliarcseconds), demonstrates\n", "position angles, and shows the edge / `in_image` bookkeeping.\n", "\n", "**Requirements:** the `py313` conda env kernel. Fully offline (synthetic catalogs)." ] }, { "cell_type": "code", "execution_count": 1, "id": "a930baca", "metadata": { "execution": { "iopub.execute_input": "2026-07-02T17:37:58.625486Z", "iopub.status.busy": "2026-07-02T17:37:58.625323Z", "iopub.status.idle": "2026-07-02T17:38:03.237648Z", "shell.execute_reply": "2026-07-02T17:38:03.237316Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "wcc_sim 0.1.0 | wcc_etc 0.6.0\n" ] } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "import wcc_etc\n", "import wcc_sim\n", "\n", "plt.style.use('gks')\n", "TEAL, RED, AMBER = '#00798c', '#d1495b', '#edae49'\n", "\n", "print(f'wcc_sim {wcc_sim.__version__} | wcc_etc {wcc_etc.__version__}')" ] }, { "cell_type": "markdown", "id": "a298b6c6", "metadata": {}, "source": [ "## 1. The TAN WCS and its round-trip\n", "\n", "`build_wcs(ra, dec, plate_scale_mas, pa, shape)` centers the projection on the array\n", "center, with the conventional east-left parity and `pa` degrees E of N." ] }, { "cell_type": "code", "execution_count": 2, "id": "36a231db", "metadata": { "execution": { "iopub.execute_input": "2026-07-02T17:38:03.240588Z", "iopub.status.busy": "2026-07-02T17:38:03.240236Z", "iopub.status.idle": "2026-07-02T17:38:03.244058Z", "shell.execute_reply": "2026-07-02T17:38:03.243720Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WCS Keywords\n", "\n", "Number of WCS axes: 2\n", "CTYPE : 'RA---TAN' 'DEC--TAN' \n", "CRVAL : 291.0 44.5 \n", "CRPIX : 256.5 256.5 \n", "CD1_1 CD1_2 : -4.686111111111111e-06 0.0 \n", "CD2_1 CD2_2 : 0.0 4.686111111111111e-06 \n", "NAXIS : 512 512\n", "round-trip error: 1.009e-08 px (1.703e-07 mas)\n" ] } ], "source": [ "from wcc_sim.wcsutil import build_wcs\n", "\n", "RA0, DEC0 = 291.0, 44.5\n", "SHAPE = (512, 512)\n", "PLATE = 16.87 # mas/px (IMX455)\n", "\n", "w = build_wcs(RA0, DEC0, PLATE, 0.0, SHAPE)\n", "print(repr(w))\n", "\n", "rng = np.random.default_rng(0)\n", "x = rng.uniform(0, SHAPE[1] - 1, 500)\n", "y = rng.uniform(0, SHAPE[0] - 1, 500)\n", "ra, dec = w.pixel_to_world_values(x, y)\n", "x2, y2 = w.world_to_pixel_values(ra, dec)\n", "err_px = np.hypot(x2 - x, y2 - y).max()\n", "print(f'round-trip error: {err_px:.3e} px ({err_px * PLATE:.3e} mas)')\n", "assert err_px < 1e-6" ] }, { "cell_type": "markdown", "id": "ba97b9d8", "metadata": {}, "source": [ "## 2. Do stars land where the WCS says?\n", "\n", "Inject a 7×7 grid of G = 15 stars (via `catalog=`, no Gaia query), simulate without\n", "noise, and measure each star's centroid on the background-subtracted expectation\n", "image. Rendering uses a fine-grid shift that is exact to 1/22 px (≈ 0.8 mas), so\n", "centroids should agree with the catalog to milliarcseconds." ] }, { "cell_type": "code", "execution_count": 3, "id": "d1b2b605", "metadata": { "execution": { "iopub.execute_input": "2026-07-02T17:38:03.246047Z", "iopub.status.busy": "2026-07-02T17:38:03.245922Z", "iopub.status.idle": "2026-07-02T17:38:04.781820Z", "shell.execute_reply": "2026-07-02T17:38:04.781532Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "centroid residuals: rms 0.21 mas, max 1.03 mas\n" ] } ], "source": [ "from astropy.table import Table\n", "from wcc_sim import simulate_field\n", "\n", "gx, gy = np.meshgrid(np.linspace(76, 436, 7), np.linspace(76, 436, 7))\n", "gx = gx.ravel() + np.random.default_rng(1).uniform(-0.5, 0.5, gx.size) # sub-pixel\n", "gy = gy.ravel() + np.random.default_rng(2).uniform(-0.5, 0.5, gy.size)\n", "ras, decs = w.pixel_to_world_values(gx, gy)\n", "n = ras.size\n", "cat = Table({\n", " 'source_id': np.arange(n), 'ra': ras, 'dec': decs,\n", " 'phot_g_mean_mag': np.full(n, 15.0),\n", " 'phot_bp_mean_mag': np.full(n, np.nan),\n", " 'phot_rp_mean_mag': np.full(n, np.nan),\n", "})\n", "field = simulate_field(RA0, DEC0, sensorfilter='zwo:r', focus=0, exptime=90,\n", " catalog=cat, shape=SHAPE, add_noise=False)\n", "\n", "bkg = (field.params['sky_e_s'] + field.params['dark_e_s']) * 90.0\n", "img = field.image_clean - bkg\n", "\n", "def centroid(img, x0, y0, half=8):\n", " xi, yi = int(round(x0)), int(round(y0))\n", " cut = img[yi - half:yi + half + 1, xi - half:xi + half + 1]\n", " yy, xx = np.mgrid[yi - half:yi + half + 1, xi - half:xi + half + 1]\n", " return (xx * cut).sum() / cut.sum(), (yy * cut).sum() / cut.sum()\n", "\n", "cx, cy = np.array([centroid(img, *xy) for xy in zip(field.catalog['x'],\n", " field.catalog['y'])]).T\n", "dx = (cx - field.catalog['x']) * PLATE\n", "dy = (cy - field.catalog['y']) * PLATE\n", "print(f'centroid residuals: rms {np.hypot(dx, dy).std():.2f} mas, '\n", " f'max {np.hypot(dx, dy).max():.2f} mas')\n", "assert np.hypot(dx, dy).max() < 0.2 * PLATE # well below 1/5 pixel" ] }, { "cell_type": "code", "execution_count": 4, "id": "c2a9cc77", "metadata": { "execution": { "iopub.execute_input": "2026-07-02T17:38:04.783399Z", "iopub.status.busy": "2026-07-02T17:38:04.783280Z", "iopub.status.idle": "2026-07-02T17:38:04.974499Z", "shell.execute_reply": "2026-07-02T17:38:04.974235Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (axL, axR) = plt.subplots(1, 2, figsize=(12, 5.2))\n", "from astropy.visualization import simple_norm\n", "axL.imshow(field.image_clean, origin='lower', cmap='gray_r',\n", " norm=simple_norm(field.image_clean, 'asinh', percent=99.7))\n", "axL.scatter(field.catalog['x'], field.catalog['y'], s=90, facecolor='none',\n", " edgecolor=AMBER, lw=0.9)\n", "axL.set_xlabel('x [pix]'); axL.set_ylabel('y [pix]')\n", "axL.set_title('noiseless scene + catalog positions')\n", "\n", "axR.quiver(field.catalog['x'], field.catalog['y'], dx, dy,\n", " angles='xy', color=RED)\n", "axR.set_xlim(0, SHAPE[1]); axR.set_ylim(0, SHAPE[0])\n", "axR.set_xlabel('x [pix]')\n", "axR.set_title(f'centroid $-$ catalog (rms {np.hypot(dx, dy).std():.2f} mas)')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "702bc0bd", "metadata": {}, "source": [ "## 3. Position angle\n", "\n", "`pa` rotates the field on the detector (degrees E of N). Same sky scene, two roll\n", "angles:" ] }, { "cell_type": "code", "execution_count": 5, "id": "c973f925", "metadata": { "execution": { "iopub.execute_input": "2026-07-02T17:38:04.975808Z", "iopub.status.busy": "2026-07-02T17:38:04.975736Z", "iopub.status.idle": "2026-07-02T17:38:07.082885Z", "shell.execute_reply": "2026-07-02T17:38:07.082602Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# An asymmetric pattern (an arrow) so the rotation is obvious.\n", "ax_px = np.array([256, 256, 256, 256, 236, 276, 216, 296])\n", "ay_px = np.array([156, 226, 296, 366, 336, 336, 306, 306])\n", "ras, decs = w.pixel_to_world_values(ax_px, ay_px)\n", "cat_arrow = Table({\n", " 'source_id': np.arange(ras.size), 'ra': ras, 'dec': decs,\n", " 'phot_g_mean_mag': np.full(ras.size, 13.0),\n", " 'phot_bp_mean_mag': np.full(ras.size, np.nan),\n", " 'phot_rp_mean_mag': np.full(ras.size, np.nan),\n", "})\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(12, 5.6))\n", "for ax, pa in zip(axes, (0.0, 45.0)):\n", " f = simulate_field(RA0, DEC0, sensorfilter='zwo:r', focus=0, exptime=90,\n", " pa=pa, seed=5, catalog=cat_arrow, shape=SHAPE)\n", " ax.imshow(f.image_adu, origin='lower', cmap='gray_r',\n", " norm=simple_norm(f.image_adu, 'asinh', percent=99.8))\n", " ax.set_title(f'pa = {pa:.0f}$^\\circ$')\n", " ax.set_xlabel('x [pix]')\n", "axes[0].set_ylabel('y [pix]')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b50e708f", "metadata": {}, "source": [ "## 4. Edges and the `in_image` flag\n", "\n", "Stars whose centers fall off the array get `in_image = False` but still contribute\n", "their PSF wings if they are close enough (the Gaia query radius includes a 10 arcsec\n", "margin for exactly this reason)." ] }, { "cell_type": "code", "execution_count": 6, "id": "0b2a4f51", "metadata": { "execution": { "iopub.execute_input": "2026-07-02T17:38:07.084418Z", "iopub.status.busy": "2026-07-02T17:38:07.084240Z", "iopub.status.idle": "2026-07-02T17:38:08.028337Z", "shell.execute_reply": "2026-07-02T17:38:08.028048Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "x = -40.0 in_image = False\n", "x = -8.0 in_image = False\n", "x = 256.0 in_image = True\n", "x = 519.0 in_image = False\n", "x = 551.0 in_image = False\n" ] } ], "source": [ "xs_edge = np.array([-40.0, -8.0, 256.0, 519.0, 551.0])\n", "ras, decs = w.pixel_to_world_values(xs_edge, np.full_like(xs_edge, 256.0))\n", "cat_edge = Table({\n", " 'source_id': np.arange(ras.size), 'ra': ras, 'dec': decs,\n", " 'phot_g_mean_mag': np.full(ras.size, 11.0),\n", " 'phot_bp_mean_mag': np.full(ras.size, np.nan),\n", " 'phot_rp_mean_mag': np.full(ras.size, np.nan),\n", "})\n", "f = simulate_field(RA0, DEC0, sensorfilter='zwo:r', focus=0, exptime=90,\n", " catalog=cat_edge, shape=SHAPE, add_noise=False)\n", "for row in f.catalog:\n", " print(f\"x = {row['x']:7.1f} in_image = {bool(row['in_image'])}\")\n", "assert list(f.catalog['in_image']) == [False, False, True, False, False]" ] }, { "cell_type": "markdown", "id": "dc16e09c", "metadata": {}, "source": [ "## Summary\n", "\n", "- The TAN WCS round-trips at floating-point precision; injected stars land on the\n", " detector to milliarcseconds (sub-pixel placement exact to 1/22 px).\n", "- `pa` rolls the field; `in_image` marks stars whose centers are on the array, while\n", " off-edge stars still deposit their wings." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (py313)", "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 }