{ "cells": [ { "cell_type": "markdown", "id": "877fe131", "metadata": {}, "source": [ "# 9. Stars and noise\n", "\n", "The noise side of the parametric model: a PHOENIX stellar SED from\n", "(T_eff, log g, [Fe/H]), normalised to a magnitude, run through slicersim to\n", "get the per-channel depth uncertainty. This notebook shows the SED grid, the\n", "Vega→AB conversion, how the error bar scales with brightness and band, the\n", "bright-host saturation floor, and the CBE vs EOL instrument configurations.\n", "`lazuli_exo.slicer.depth_error` imports slicersim lazily, so it must be\n", "installed to run this notebook." ] }, { "cell_type": "code", "execution_count": 1, "id": "065d95e4", "metadata": { "execution": { "iopub.execute_input": "2026-10-11T20:41:51.885256Z", "iopub.status.busy": "2026-10-11T20:41:51.885116Z", "iopub.status.idle": "2026-10-11T20:41:52.560995Z", "shell.execute_reply": "2026-10-11T20:41:52.560587Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PHOENIX grid: (56, 4, 5, 2121) | T_eff 2000.0 - 8000.0 K | log g [np.float64(3.5), np.float64(4.0), np.float64(4.5), np.float64(5.0)] | [Fe/H] [np.float64(-1.0), np.float64(-0.5), np.float64(0.0), np.float64(0.3), np.float64(0.5)]\n", "native resolution per folder: {'phoenixm10': 741, 'phoenixm05': 741, 'phoenixm00': 13657, 'phoenixp03': 741, 'phoenixp05': 741}\n" ] } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "try:\n", " plt.style.use(\"gks\")\n", "except OSError:\n", " pass\n", "\n", "from lazuli_exo import star, slicer, tables\n", "\n", "g = tables.load_phoenix_grid()\n", "print(\"PHOENIX grid:\", g[\"log_flam\"].shape, \"| T_eff\", g[\"teff_K\"].min(), \"-\", g[\"teff_K\"].max(), \"K\",\n", " \"| log g\", list(g[\"logg\"]), \"| [Fe/H]\", list(g[\"feh\"]))\n", "print(\"native resolution per folder:\", g[\"meta\"][\"native_R\"])" ] }, { "cell_type": "markdown", "id": "7ea52761", "metadata": {}, "source": [ "## Stellar SEDs\n", "\n", "Trilinear interpolation in (log T_eff, log g, [Fe/H]). The shipped grid is solar metallicity only (2000–12000 K, log g 3.5–5.5; issue #34): out-of-range T_eff and log g and any non-zero [Fe/H] clamp to the nearest node and are reported in `info[\"clamped\"]`. Above 12000 K raises." ] }, { "cell_type": "code", "execution_count": 2, "id": "49d3e450", "metadata": { "execution": { "iopub.execute_input": "2026-10-11T20:41:52.563043Z", "iopub.status.busy": "2026-10-11T20:41:52.562826Z", "iopub.status.idle": "2026-10-11T20:41:52.923552Z", "shell.execute_reply": "2026-10-11T20:41:52.923204Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1800, 5.0, 0.0) -> {'fallback': 'blackbody', 'clamped': {}, 'teff_K': 1800.0, 'logg_used': 5.0, 'feh_used': 0.0, 'grid': 'blackbody'}\n", "(3000, 5.3, 0.6) -> {'fallback': None, 'clamped': {'logg': (5.3, 5.0), 'feh': (0.6, 0.5)}, 'teff_K': 3000.0, 'logg_used': 5.0, 'feh_used': 0.5, 'grid': 'phoenix'}\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 4))\n", "for teff in (2566, 3400, 4300, 5778, 7000):\n", " wl_A, f, info = star.phoenix_sed(teff, 4.5, 0.0)\n", " ax.plot(wl_A / 1e4, f / f[(wl_A > 12000) & (wl_A < 13000)].mean(), lw=1, label=f\"{teff} K ({info['grid']})\")\n", "ax.set_xlim(0.3, 2.5); ax.set_yscale(\"log\"); ax.set_ylim(1e-2, 30)\n", "ax.set_xlabel(\"wavelength [µm]\"); ax.set_ylabel(\"F_lambda, normalised at 1.25 µm\"); ax.legend(frameon=False, fontsize=8)\n", "fig.tight_layout()\n", "for teff, logg, feh in ((1800, 5.0, 0.0), (3000, 5.3, 0.6)):\n", " print((teff, logg, feh), \"->\", star.phoenix_sed(teff, logg, feh)[2])" ] }, { "cell_type": "markdown", "id": "ce712d15", "metadata": {}, "source": [ "## Vega → AB\n", "\n", "slicersim normalises magnitudes in the AB system. Archive magnitudes (2MASS J/H/Ks, Johnson V) are Vega. The offsets come from sncosmo's band definitions and are independent of the spectrum; `depth_error` applies them for `mag_system=\"vega\"` and reports the offset in `info`." ] }, { "cell_type": "code", "execution_count": 3, "id": "ccdf42a8", "metadata": { "execution": { "iopub.execute_input": "2026-10-11T20:41:52.925246Z", "iopub.status.busy": "2026-10-11T20:41:52.925100Z", "iopub.status.idle": "2026-10-11T20:41:57.075073Z", "shell.execute_reply": "2026-10-11T20:41:57.074638Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "V : m_AB - m_Vega = +0.010\n", "J : m_AB - m_Vega = +0.899\n", "H : m_AB - m_Vega = +1.373\n", "Ks: m_AB - m_Vega = +1.843\n" ] } ], "source": [ "for band in (\"V\", \"J\", \"H\", \"Ks\"):\n", " print(f\"{band:2s}: m_AB - m_Vega = {slicer.vega_to_ab_offset(band):+.3f}\")" ] }, { "cell_type": "markdown", "id": "7b39a8a9", "metadata": {}, "source": [ "## Error bar vs brightness\n", "\n", "For a Sun-like star and a 3 h transit: the median single-transit depth error against J magnitude. Faint stars are photon-limited (σ ∝ 10^(0.2 J)); bright stars hit slicersim's shortest readout (2 groups × 1 frame) and residual saturation is reported rather than hidden." ] }, { "cell_type": "code", "execution_count": 4, "id": "b5ccedb1", "metadata": { "execution": { "iopub.execute_input": "2026-10-11T20:41:57.076982Z", "iopub.status.busy": "2026-10-11T20:41:57.076753Z", "iopub.status.idle": "2026-10-11T20:42:05.001211Z", "shell.execute_reply": "2026-10-11T20:42:05.000889Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "J = 5.0 median sigma = 41 ppm nmd = [2, 1, 0] saturated px = 2048\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "J = 6.0 median sigma = 45 ppm nmd = [2, 1, 0] saturated px = 472\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "J = 7.0 median sigma = 71 ppm nmd = [2, 1, 0] saturated px = 0\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "J = 8.0 median sigma = 91 ppm nmd = [2, 4, 0] saturated px = 0\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "J = 9.0 median sigma = 141 ppm nmd = [2, 8, 0] saturated px = 0\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "J = 10.0 median sigma = 214 ppm nmd = [4, 8, 0] saturated px = 0\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "J = 11.0 median sigma = 336 ppm nmd = [8, 8, 0] saturated px = 0\n", "J = 12.0 median sigma = 530 ppm nmd = [16, 8, 0] saturated px = 0\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "J = 13.0 median sigma = 842 ppm nmd = [16, 8, 0] saturated px = 0\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wl_A, flam, _ = star.phoenix_sed(5778, 4.44, 0.0)\n", "mags = np.arange(5.0, 13.1, 1.0)\n", "rows = []\n", "for J in mags:\n", " wl, err, info = slicer.depth_error(wl_A, flam, mag=J, band=\"J\", mag_system=\"vega\", t14_s=3 * 3600)\n", " rows.append((J, np.median(err) * 1e6, info[\"nmd_used\"], info[\"nsaturated_detpx\"], info[\"t_obs_s\"]))\n", " print(f\"J = {J:4.1f} median sigma = {rows[-1][1]:7.0f} ppm nmd = {info['nmd_used']} saturated px = {info['nsaturated_detpx']}\")\n", "fig, ax = plt.subplots(figsize=(6, 3.8))\n", "r = np.array([(x[0], x[1], x[3]) for x in rows])\n", "ax.plot(r[:, 0], r[:, 1], \"o-\", ms=4)\n", "ax.plot(r[r[:, 2] > 0, 0], r[r[:, 2] > 0, 1], \"rx\", ms=9, label=\"residual saturation\")\n", "ax.plot(mags, rows[-1][1] * 10 ** (0.2 * (mags - mags[-1])), \"0.6\", lw=0.8, label=\"photon-limited slope\")\n", "ax.set_yscale(\"log\"); ax.set_xlabel(\"J (Vega)\"); ax.set_ylabel(\"median depth error, 1 transit [ppm]\"); ax.legend(frameon=False, fontsize=8)\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "id": "ed4a648e", "metadata": {}, "source": [ "## Which band to quote the magnitude in\n", "\n", "The same star given in J, H, Ks or V. A consistent SED gives nearly the same answer whichever band is used, since slicersim renormalises the whole spectrum; small differences come from the band offsets and the SED shape." ] }, { "cell_type": "code", "execution_count": 5, "id": "301548cf", "metadata": { "execution": { "iopub.execute_input": "2026-10-11T20:42:05.002803Z", "iopub.status.busy": "2026-10-11T20:42:05.002669Z", "iopub.status.idle": "2026-10-11T20:42:06.569542Z", "shell.execute_reply": "2026-10-11T20:42:06.569216Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "given V = 11.16 Vega -> 11.17 AB: median sigma 214 ppm\n", "given J = 10.00 Vega -> 10.90 AB: median sigma 214 ppm\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "given H = 9.66 Vega -> 11.04 AB: median sigma 214 ppm\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "given Ks = 9.62 Vega -> 11.47 AB: median sigma 214 ppm\n" ] } ], "source": [ "# a 5778 K star with J = 10 has roughly V = 11.1, H = 9.7, Ks = 9.65 (Vega); use the SED itself to be consistent\n", "import sncosmo\n", "spec = sncosmo.Spectrum(wl_A, flam)\n", "J = 10.0\n", "for band in (\"V\", \"J\", \"H\", \"Ks\"):\n", " m = J + (spec.bandmag(slicer.BANDS[band], \"vega\") - spec.bandmag(slicer.BANDS[\"J\"], \"vega\"))\n", " _, err, info = slicer.depth_error(wl_A, flam, mag=m, band=band, mag_system=\"vega\", t14_s=3 * 3600)\n", " print(f\"given {band:2s} = {m:6.2f} Vega -> {info['mag_ab']:6.2f} AB: median sigma {np.median(err)*1e6:5.0f} ppm\")" ] }, { "cell_type": "markdown", "id": "ff5ed9ff", "metadata": {}, "source": [ "## CBE vs EOL\n", "\n", "slicersim ships a current-best-estimate (`lazuli_cbe`) and an end-of-life (`lazuli_eol`) Lazuli configuration. `depth_error` turns any configuration problem into a `ValueError` naming the instrument, so a web page can show it instead of failing; the cell below either plots the EOL/CBE error ratio or prints why EOL is unavailable in the installed slicersim." ] }, { "cell_type": "code", "execution_count": 6, "id": "b4fdfd2d", "metadata": { "execution": { "iopub.execute_input": "2026-10-11T20:42:06.571009Z", "iopub.status.busy": "2026-10-11T20:42:06.570894Z", "iopub.status.idle": "2026-10-11T20:42:07.325663Z", "shell.execute_reply": "2026-10-11T20:42:07.325406Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "median EOL/CBE error ratio: 1.08\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wl_c, err_c, _ = slicer.depth_error(wl_A, flam, mag=10.0, band=\"J\", t14_s=3 * 3600, instrument=\"lazuli_cbe\")\n", "try:\n", " wl_e, err_e, _ = slicer.depth_error(wl_A, flam, mag=10.0, band=\"J\", t14_s=3 * 3600, instrument=\"lazuli_eol\")\n", "except ValueError as e:\n", " print(\"EOL unavailable:\", e)\n", "else:\n", " fig, ax = plt.subplots(1, 2, figsize=(11, 3.6))\n", " ax[0].plot(wl_c, err_c * 1e6, lw=0.8, label=\"CBE\"); ax[0].plot(wl_e, err_e * 1e6, lw=0.8, label=\"EOL\")\n", " ax[0].set_yscale(\"log\"); ax[0].set_xlabel(\"wavelength [µm]\"); ax[0].set_ylabel(\"depth error per channel [ppm]\"); ax[0].legend(frameon=False)\n", " common = np.interp(wl_c, wl_e, err_e)\n", " ax[1].plot(wl_c, common / err_c, lw=0.8); ax[1].set_xlabel(\"wavelength [µm]\"); ax[1].set_ylabel(\"EOL / CBE error\")\n", " fig.tight_layout()\n", " print(f\"median EOL/CBE error ratio: {np.median(common / err_c):.2f}\")" ] }, { "cell_type": "markdown", "id": "6e2fec29", "metadata": {}, "source": [ "## Summary\n", "\n", "- The PHOENIX mini-grid covers 2000–12000 K at solar metallicity; outside it the code clamps and tells you.\n", "- Vega→AB is +0.90 mag in J; passing an archive J without it would make every error bar ~1.4× too optimistic.\n", "- Bright hosts (J ≲ 7) reach the readout floor and carry a residual-saturation flag; treat those error bars as indicative." ] } ], "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 }