{ "cells": [ { "cell_type": "markdown", "id": "25aa4d36", "metadata": {}, "source": [ "# Polychromatic PSF Simulation\n", "\n", "**What you will learn:**\n", "- Why a polychromatic (broadband) PSF differs from a monochromatic one\n", "- How stellar black-body spectra are modelled in PSFCraft\n", "- How to compute a flux-weighted polychromatic PSF using `build_polychromatic_star`\n", "- How stellar temperature affects the PSF through chromatic broadening\n", "\n", "**Prerequisites:** `04_wavefront_aberrations.ipynb`\n", "\n", "---\n", "\n", "## Background\n", "\n", "Real astronomical sources emit light across a **broad spectral range**. \n", "The PSF at wavelength $\\lambda$ scales as $\\lambda / D$, so different wavelengths produce PSFs \n", "of different sizes.\n", "\n", "A polychromatic PSF is the **flux-weighted sum** of monochromatic PSFs:\n", "\n", "$$\\mathrm{PSF}_\\mathrm{poly}(\\vec{x}) = \\frac{\\sum_i w_i \\, \\mathrm{PSF}(\\vec{x}, \\lambda_i)}{\\sum_i w_i}$$\n", "\n", "where the weights $w_i \\propto F_\\nu(\\lambda_i)$ are the stellar spectral flux values sampled \n", "across the filter bandpass.\n", "\n", "PSFCraft uses the **pysynphot** `BlackBody` model to generate realistic stellar spectra.\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "4dcaa3c5", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n" ] } ], "source": [ "%matplotlib inline\n", "import psfcraft\n", "from psfcraft.utils import build_polychromatic_star\n", "from psfcraft import constants as csts\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n" ] }, { "cell_type": "markdown", "id": "76b60201", "metadata": {}, "source": [ "## 1. Inspecting Stellar Black-Body Spectra\n", "\n", "PSFCraft's `constants` module defines standard photometric filters (Y, J, H bands)\n", "and reference stellar temperatures. Let's visualise the spectral content.\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "a4e47336", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def planck_law(wavelength_m, temperature_K):\n", " \"\"\"Spectral radiance of a black body (W sr⁻¹ m⁻² m⁻¹).\"\"\"\n", " from astropy.constants import c, h, k_B\n", " c_, h_, k_ = c.value, h.value, k_B.value\n", " return 2 * h_ * c_**2 / (wavelength_m**5 * (np.exp(h_ * c_ / (wavelength_m * k_ * temperature_K)) - 1))\n", "\n", "# Wavelength axis\n", "wl_m = np.linspace(0.3e-6, 2.5e-6, 500)\n", "\n", "# Stellar types and their approximate temperatures\n", "stellar_types = {\n", " \"O (40 000 K)\": 40_000,\n", " \"A ( 8 200 K)\": 8_200,\n", " \"G ( 5 800 K)\": 5_800,\n", " \"M ( 3 300 K)\": 3_300,\n", "}\n", "colors = [\"royalblue\", \"skyblue\", \"gold\", \"firebrick\"]\n", "\n", "fig, ax = plt.subplots(figsize=(10, 4))\n", "for (label, T), color in zip(stellar_types.items(), colors):\n", " flux = planck_law(wl_m, T)\n", " ax.plot(wl_m * 1e6, flux / flux.max(), label=label, color=color, linewidth=2)\n", "\n", "# Highlight photometric bands\n", "band_info = [\n", " (\"Y\", csts.FILTER_Y_CUTS, \"khaki\"),\n", " (\"J\", csts.FILTER_J_CUTS, \"orange\"),\n", " (\"H\", csts.FILTER_H_CUTS, \"salmon\"),\n", "]\n", "for name, (lo, hi), color in band_info:\n", " ax.axvspan(lo * 1e-3, hi * 1e-3, alpha=0.25, color=color, label=f\"{name} band\")\n", " ax.text((lo + hi) / 2 * 1e-3, 0.05, name, ha=\"center\", fontsize=11)\n", "\n", "ax.set_xlabel(\"Wavelength (µm)\")\n", "ax.set_ylabel(\"Normalised flux\")\n", "ax.set_title(\"Black-body spectra and NIR filter bands\")\n", "ax.legend(loc=\"upper right\", fontsize=9)\n", "ax.set_xlim(0.3, 2.5)\n", "ax.grid(True, alpha=0.3)\n", "plt.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "1b2f3905", "metadata": {}, "source": [ "## 2. Building a Polychromatic Source Dictionary\n", "\n", "`build_polychromatic_star(temperature, filter_name, sampling)` returns a `dict` with keys:\n", "- `wavelengths` — array of wavelengths **in metres**\n", "- `weights` — corresponding spectral flux values (Planck black-body at `temperature` K)\n", "\n", "This dictionary is passed directly to `calc_psf(source=...)`.\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "ad72ff68", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Source wavelengths (µm): [1.168 1.268 1.368 1.467 1.567]\n", "Source weights (normalised): [1. 0.804 0.652 0.532 0.438]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Reload psfcraft.utils so the kernel picks up the updated build_polychromatic_star\n", "import importlib, psfcraft.utils\n", "from psfcraft.utils import build_polychromatic_star\n", "\n", "# Build a G-star source (T = 5800 K) in the J band, sampled at 5 wavelengths\n", "source = build_polychromatic_star(temperature=5800, filter_name=\"J\", sampling=5)\n", "\n", "print(\"Source wavelengths (µm):\", np.round(source[\"wavelengths\"] * 1e6, 3))\n", "print(\"Source weights (normalised):\", np.round(source[\"weights\"] / source[\"weights\"].max(), 3))\n", "\n", "# Plot the sampled spectrum\n", "fig, ax = plt.subplots(figsize=(7, 3))\n", "ax.stem(source[\"wavelengths\"] * 1e6, source[\"weights\"] / source[\"weights\"].max(),\n", " linefmt=\"C0-\", markerfmt=\"C0o\", basefmt=\"k-\")\n", "lo, hi = csts.FILTER_J_CUTS\n", "ax.axvspan(lo * 1e-3, hi * 1e-3, alpha=0.15, color=\"orange\", label=\"J band\")\n", "ax.set_xlabel(\"Wavelength (µm)\")\n", "ax.set_ylabel(\"Normalised flux\")\n", "ax.set_title(\"G-star (5800 K) sampled in the J band — 5 wavelengths\")\n", "ax.legend()\n", "ax.grid(True, alpha=0.3)\n", "plt.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "556981d8", "metadata": {}, "source": [ "## 3. Computing a Polychromatic PSF\n", "\n", "Pass the source dictionary to `calc_psf(source=...)` instead of `monochromatic=`.\n", "POPPY will compute one PSF per wavelength sample and combine them with the given weights.\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "bb1b0354", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tel = psfcraft.NewtonianTelescope(version=\"1_3\")\n", "tel.pixelscale = 0.0298 # Euclid pixel scale\n", "\n", "# Monochromatic reference (J-band centre)\n", "wl_centre = np.mean(source[\"wavelengths\"])\n", "psf_mono = tel.calc_psf(monochromatic=wl_centre, fov_pixels=64)\n", "\n", "# Polychromatic\n", "psf_poly = tel.calc_psf(source=source, fov_pixels=64)\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(10, 4))\n", "psfcraft.display_psf(psf_mono, ax=axes[0],\n", " title=f\"Monochromatic λ = {wl_centre*1e6:.2f} µm\",\n", " colorbar=False)\n", "psfcraft.display_psf(psf_poly, ax=axes[1],\n", " title=\"Polychromatic (J band, G star)\",\n", " colorbar=False)\n", "plt.suptitle(\"Monochromatic vs Polychromatic PSF\", fontsize=13)\n", "plt.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "82d2660e", "metadata": {}, "source": [ "## 4. Effect of Stellar Temperature on the PSF\n", "\n", "Hotter stars emit more flux at shorter wavelengths → their PSF is slightly sharper \n", "(shorter-λ component dominates the weighted sum). \n", "Cooler stars are redder → the PSF is broader.\n" ] }, { "cell_type": "code", "execution_count": 5, "id": "382fde3d", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n", "pysynphot is unavailable (`np.alltrue` was removed in the NumPy 2.0 release. Use `np.all` instead.). Polychromatic sources will use the built-in Planck-law implementation.\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "temperatures = {\n", " \"O (40 000 K)\": 40_000,\n", " \"A ( 8 200 K)\": 8_200,\n", " \"G ( 5 800 K)\": 5_800,\n", " \"M ( 3 300 K)\": 3_300,\n", "}\n", "filter_name = \"J\"\n", "\n", "tel = psfcraft.NewtonianTelescope(version=\"1_3\")\n", "tel.pixelscale = 0.0298\n", "\n", "fig, axes = plt.subplots(1, len(temperatures), figsize=(14, 4))\n", "for ax, (label, T) in zip(axes, temperatures.items()):\n", " src = build_polychromatic_star(temperature=T, filter_name=filter_name, sampling=7)\n", " psf = tel.calc_psf(source=src, fov_pixels=64)\n", " psfcraft.display_psf(psf, ax=ax, title=label, colorbar=False)\n", "\n", "plt.suptitle(f\"Polychromatic PSF — {filter_name}-band, varying stellar temperature\", fontsize=12)\n", "plt.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "66f2b286", "metadata": {}, "source": [ "---\n", "\n", "## Key Takeaways\n", "\n", "- A polychromatic PSF is the flux-weighted average of monochromatic PSFs across the bandpass.\n", "- Use `build_polychromatic_star(T, filter_name, sampling)` to build the source dictionary (requires `pysynphot`).\n", "- Pass `source=...` to `calc_psf()` instead of `monochromatic=` to trigger polychromatic mode.\n", "- Hotter (bluer) stars produce slightly sharper PSFs in a given band; cooler (redder) stars produce broader ones.\n", "- More wavelength samples → better accuracy but longer computation time; 5–10 samples is usually sufficient.\n", "\n", "**Next:** [`07_psf_generation_pipeline.ipynb`](07_psf_generation_pipeline.ipynb) — build a full batch PSF dataset for ML or analysis pipelines.\n" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "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": "3.13.12" } }, "nbformat": 4, "nbformat_minor": 5 }