{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "dNq0Icv4Ob7L"
   },
   "source": [
    "<a href=\"https://colab.research.google.com/github/IrisFDTD/OPTICS-UNIZAR/blob/main/Topic_4/chapter4-colorimetry.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "tYZjdh8TvE7-"
   },
   "source": [
    ".<a rel=\"license\" href=\"http://creativecommons.org/licenses/by-nc-sa/4.0/\"><img alt=\"Licencia Creative Commons\" style=\"border-width:0\" src=\"https://i.creativecommons.org/l/by-nc-sa/4.0/88x31.png\" /></a><br /><span xmlns:dct=\"http://purl.org/dc/terms/\" property=\"dct:title\"></span> The following notes written by  <span xmlns:cc=\"http://creativecommons.org/ns#\" property=\"cc:attributionName\">Sergio Gutiérrez Rodrigo (<sergut@unizar.es>) </span>. Distributed under  <a rel=\"license\" href=\"http://creativecommons.org/licenses/by-nc-sa/4.0/\">License Creative Commons Atribución-NoComercial-CompartirIgual 4.0 Internacional</a>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "j2H5UHGe1Uf8"
   },
   "source": [
    "```\n",
    "Departamento de Física Aplicada\n",
    "Universidad de Zaragoza\n",
    "Instituto de Nanociencia y Materiales de Aragón (INMA)\n",
    "C/ Pedro Cerbuna, 12, 50009, Zaragoza, España\n",
    "```\n",
    "\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "D7vYGeB21ZQU"
   },
   "source": [
    "---\n",
    "# **Optics - Chapter 4: Colorimetry**\n",
    "\n",
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "O_5_gXoKe3Qi"
   },
   "source": [
    "# Colour in science package"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 6098,
     "status": "ok",
     "timestamp": 1696932171934,
     "user": {
      "displayName": "SERGIO GUTIERREZ RODRIGO",
      "userId": "07959720391705098820"
     },
     "user_tz": -120
    },
    "id": "K5aMpiJnYpEW",
    "outputId": "a74063c5-79cd-4b92-a9a5-768ba1e39e7f"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: colour-science in /usr/local/lib/python3.10/dist-packages (0.4.3)\n",
      "Requirement already satisfied: imageio<3,>=2 in /usr/local/lib/python3.10/dist-packages (from colour-science) (2.31.5)\n",
      "Requirement already satisfied: numpy<2,>=1.22 in /usr/local/lib/python3.10/dist-packages (from colour-science) (1.23.5)\n",
      "Requirement already satisfied: scipy<2,>=1.8 in /usr/local/lib/python3.10/dist-packages (from colour-science) (1.11.3)\n",
      "Requirement already satisfied: typing-extensions<5,>=4 in /usr/local/lib/python3.10/dist-packages (from colour-science) (4.5.0)\n",
      "Requirement already satisfied: pillow>=8.3.2 in /usr/local/lib/python3.10/dist-packages (from imageio<3,>=2->colour-science) (9.4.0)\n"
     ]
    }
   ],
   "source": [
    "# Ver https://colour.readthedocs.io/en/develop/tutorial.html\n",
    "%pip install colour-science"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "06kFPHbSYwLN"
   },
   "outputs": [],
   "source": [
    "import colour\n",
    "import colour.plotting as cplot"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "W4wlZlJvfyPm"
   },
   "source": [
    "# Funciones auxiliares (para pintar gráficos, etc.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "4jsB0jpTfwTG"
   },
   "outputs": [],
   "source": [
    "def wavelength_to_rgb(wavelength, gamma=0.8):\n",
    "    import numpy as np\n",
    "    import matplotlib.pyplot as plt\n",
    "    import matplotlib.colors\n",
    "    ''' taken from http://www.noah.org/wiki/Wavelength_to_RGB_in_Python\n",
    "    This converts a given wavelength of light to an\n",
    "    approximate RGB color value. The wavelength must be given\n",
    "    in nanometers in the range from 380 nm through 750 nm\n",
    "    (789 THz through 400 THz).\n",
    "\n",
    "    Based on code by Dan Bruton\n",
    "    http://www.physics.sfasu.edu/astro/color/spectra.html\n",
    "    Additionally alpha value set to 0.5 outside range\n",
    "    '''\n",
    "    wavelength = float(wavelength)\n",
    "    if wavelength >= 380 and wavelength <= 750:\n",
    "        A = 1.\n",
    "    else:\n",
    "        A=0.5\n",
    "    if wavelength < 380:\n",
    "        wavelength = 380.\n",
    "    if wavelength >750:\n",
    "        wavelength = 750.\n",
    "    if wavelength >= 380 and wavelength <= 440:\n",
    "        attenuation = 0.3 + 0.7 * (wavelength - 380) / (440 - 380)\n",
    "        R = ((-(wavelength - 440) / (440 - 380)) * attenuation) ** gamma\n",
    "        G = 0.0\n",
    "        B = (1.0 * attenuation) ** gamma\n",
    "    elif wavelength >= 440 and wavelength <= 490:\n",
    "        R = 0.0\n",
    "        G = ((wavelength - 440) / (490 - 440)) ** gamma\n",
    "        B = 1.0\n",
    "    elif wavelength >= 490 and wavelength <= 510:\n",
    "        R = 0.0\n",
    "        G = 1.0\n",
    "        B = (-(wavelength - 510) / (510 - 490)) ** gamma\n",
    "    elif wavelength >= 510 and wavelength <= 580:\n",
    "        R = ((wavelength - 510) / (580 - 510)) ** gamma\n",
    "        G = 1.0\n",
    "        B = 0.0\n",
    "    elif wavelength >= 580 and wavelength <= 645:\n",
    "        R = 1.0\n",
    "        G = (-(wavelength - 645) / (645 - 580)) ** gamma\n",
    "        B = 0.0\n",
    "    elif wavelength >= 645 and wavelength <= 750:\n",
    "        attenuation = 0.3 + 0.7 * (750 - wavelength) / (750 - 645)\n",
    "        R = (1.0 * attenuation) ** gamma\n",
    "        G = 0.0\n",
    "        B = 0.0\n",
    "    else:\n",
    "        R = 0.0\n",
    "        G = 0.0\n",
    "        B = 0.0\n",
    "    return (R,G,B,A)\n",
    "\n",
    "def plot_spectra(wavelengths,spectra,xlabel,ylabel,path,pngname,**kwargs):\n",
    "    import matplotlib\n",
    "    import matplotlib.pyplot as plt\n",
    "\n",
    "    fig, ax = plt.subplots(1, 1, figsize=(8,4), tight_layout=True)\n",
    "\n",
    "    ax.plot(wavelengths, spectra, color='darkred',label=\"Normalized spectra\")\n",
    "\n",
    "    ax.fill_between(wavelengths, 1, spectra, color='w')\n",
    "\n",
    "    clim=(350,780)\n",
    "    norm = plt.Normalize(*clim)\n",
    "    wl = np.arange(clim[0],clim[1]+1,2)\n",
    "    colorlist = list(zip(norm(wl),[wavelength_to_rgb(w) for w in wl]))\n",
    "    spectralmap = matplotlib.colors.LinearSegmentedColormap.from_list(\"spectrum\", colorlist)\n",
    "\n",
    "    y = np.linspace(0, np.max(spectra), 100)\n",
    "    X,Y = np.meshgrid(wavelengths, y)\n",
    "\n",
    "    extent=(np.min(wavelengths), np.max(wavelengths), np.min(y), np.max(y))\n",
    "    ax.imshow(X, clim=clim,  extent=extent, cmap=spectralmap, aspect='auto')\n",
    "    ax.set_xlabel(xlabel)\n",
    "    ax.set_ylabel(ylabel)\n",
    "    '''\n",
    "    ax.legend(bbox_to_anchor=(0,1.02,1,0.2), loc=\"lower left\",\n",
    "                    mode=\"expand\", borderaxespad=0, ncol=2)\n",
    "    '''\n",
    "    fig.savefig(path+pngname+\".png\", dpi=220, facecolor=\"#f1f1f1\")\n",
    "    plt.show()\n",
    "    pass"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "MW5YuuTS4LUy"
   },
   "source": [
    "# CIE 1931 2-degree Standard Observer Colour Matching Functions (CMFs)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "9IJaiSasmSiQ"
   },
   "source": [
    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)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "Z0D3DkD5mUBV"
   },
   "outputs": [],
   "source": [
    "# CIE 1931 2-degree Standard Observer (x, y, z) color matching functions data\n",
    "# This data can be found in various sources and is typically provided as a table.\n",
    "# labmbda from 380 to 775, step 5nm.\n",
    "'''\n",
    "for i in range(81):\n",
    "    lambda_nm = 380 + (i * 5)\n",
    "'''\n",
    "\n",
    "cie_colour_match = [\n",
    "        [0.0014,0.0000,0.0065], [0.0022,0.0001,0.0105], [0.0042,0.0001,0.0201],\n",
    "        [0.0076,0.0002,0.0362], [0.0143,0.0004,0.0679], [0.0232,0.0006,0.1102],\n",
    "        [0.0435,0.0012,0.2074], [0.0776,0.0022,0.3713], [0.1344,0.0040,0.6456],\n",
    "        [0.2148,0.0073,1.0391], [0.2839,0.0116,1.3856], [0.3285,0.0168,1.6230],\n",
    "        [0.3483,0.0230,1.7471], [0.3481,0.0298,1.7826], [0.3362,0.0380,1.7721],\n",
    "        [0.3187,0.0480,1.7441], [0.2908,0.0600,1.6692], [0.2511,0.0739,1.5281],\n",
    "        [0.1954,0.0910,1.2876], [0.1421,0.1126,1.0419], [0.0956,0.1390,0.8130],\n",
    "        [0.0580,0.1693,0.6162], [0.0320,0.2080,0.4652], [0.0147,0.2586,0.3533],\n",
    "        [0.0049,0.3230,0.2720], [0.0024,0.4073,0.2123], [0.0093,0.5030,0.1582],\n",
    "        [0.0291,0.6082,0.1117], [0.0633,0.7100,0.0782], [0.1096,0.7932,0.0573],\n",
    "        [0.1655,0.8620,0.0422], [0.2257,0.9149,0.0298], [0.2904,0.9540,0.0203],\n",
    "        [0.3597,0.9803,0.0134], [0.4334,0.9950,0.0087], [0.5121,1.0000,0.0057],\n",
    "        [0.5945,0.9950,0.0039], [0.6784,0.9786,0.0027], [0.7621,0.9520,0.0021],\n",
    "        [0.8425,0.9154,0.0018], [0.9163,0.8700,0.0017], [0.9786,0.8163,0.0014],\n",
    "        [1.0263,0.7570,0.0011], [1.0567,0.6949,0.0010], [1.0622,0.6310,0.0008],\n",
    "        [1.0456,0.5668,0.0006], [1.0026,0.5030,0.0003], [0.9384,0.4412,0.0002],\n",
    "        [0.8544,0.3810,0.0002], [0.7514,0.3210,0.0001], [0.6424,0.2650,0.0000],\n",
    "        [0.5419,0.2170,0.0000], [0.4479,0.1750,0.0000], [0.3608,0.1382,0.0000],\n",
    "        [0.2835,0.1070,0.0000], [0.2187,0.0816,0.0000], [0.1649,0.0610,0.0000],\n",
    "        [0.1212,0.0446,0.0000], [0.0874,0.0320,0.0000], [0.0636,0.0232,0.0000],\n",
    "        [0.0468,0.0170,0.0000], [0.0329,0.0119,0.0000], [0.0227,0.0082,0.0000],\n",
    "        [0.0158,0.0057,0.0000], [0.0114,0.0041,0.0000], [0.0081,0.0029,0.0000],\n",
    "        [0.0058,0.0021,0.0000], [0.0041,0.0015,0.0000], [0.0029,0.0010,0.0000],\n",
    "        [0.0020,0.0007,0.0000], [0.0014,0.0005,0.0000], [0.0010,0.0004,0.0000],\n",
    "        [0.0007,0.0002,0.0000], [0.0005,0.0002,0.0000], [0.0003,0.0001,0.0000],\n",
    "        [0.0002,0.0001,0.0000], [0.0002,0.0001,0.0000], [0.0001,0.0000,0.0000],\n",
    "        [0.0001,0.0000,0.0000], [0.0001,0.0000,0.0000], [0.0000,0.0000,0.0000]\n",
    "]\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 451
    },
    "executionInfo": {
     "elapsed": 975,
     "status": "ok",
     "timestamp": 1696932182972,
     "user": {
      "displayName": "SERGIO GUTIERREZ RODRIGO",
      "userId": "07959720391705098820"
     },
     "user_tz": -120
    },
    "id": "wIUBUWK5MiS5",
    "outputId": "74b20e30-9873-4647-b94a-c55d17d7a653"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "cie=np.array(cie_colour_match)\n",
    "\n",
    "lambda_nm=np.linspace(380.0,380+81*5,81)\n",
    "x_barra=cie[:,0]\n",
    "y_barra=cie[:,1]\n",
    "z_barra=cie[:,2]\n",
    "\n",
    "plt.plot(lambda_nm,x_barra,label=r'$\\bar x(\\lambda)$',color='orange')\n",
    "plt.plot(lambda_nm,y_barra,label=r'$\\bar y(\\lambda)=V(\\lambda)$',color='magenta')\n",
    "plt.plot(lambda_nm,z_barra,label=r'$\\bar z(\\lambda)$',color='cyan')\n",
    "\n",
    "plt.xlabel(r'$\\lambda (nm)$')\n",
    "plt.ylabel('Funciones de combinación de colores XYZ')\n",
    "plt.legend()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "vjZIeRH93ayh"
   },
   "source": [
    "# Spectrum to $xyz$ coordinates"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "gJ100uQ_OfPL"
   },
   "source": [
    "## Equation (1)\n",
    "\n",
    "**Tristimulus values in XYZ system for a spectral distribution $I(\\lambda)$**\n",
    "\n",
    "$X=\\Delta \\lambda \\sum_{\\lambda_i}^{\\lambda_f} \\, \\bar x(\\lambda) I(\\lambda)$\n",
    "\n",
    "$Y=\\Delta \\lambda \\sum_{\\lambda_i}^{\\lambda_f} \\, \\bar y(\\lambda) I(\\lambda)$\n",
    "\n",
    "$Z=\\Delta \\lambda \\sum_{\\lambda_i}^{\\lambda_f} \\, \\bar z(\\lambda) I(\\lambda)$\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "-ZS5RIqXPfUT"
   },
   "source": [
    "## Equation (2)\n",
    "\n",
    "$x=X/(X+Y+Z)$\n",
    "\n",
    "$y=Y/(X+Y+Z)$\n",
    "\n",
    "$z=Z/(X+Y+Z)$\n",
    "\n",
    "$z=1-(x+y)$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "0N4ZXK8I3PQM"
   },
   "outputs": [],
   "source": [
    "import math\n",
    "def spectrum_to_xyz(spec_intens):\n",
    "    '''\n",
    "    To determine the CIE XYZ coordinates of a given spectrum, we use Eqs. (1) to sum,\n",
    "    across the visual spectrum, the products of the CIE colour matching functions and the\n",
    "    power spectrum.\n",
    "    The function argument can be the spectrum taking the wavelength as the argument.\n",
    "    Since we're only interested in the colour of spectrum and not its absolute luminosity,\n",
    "    we ignore the Δλ terms in Eqs. (1) as they cancel when we compute chromaticity coordinates with Eqs. (2).\n",
    "    '''\n",
    "    X, Y, Z = 0, 0, 0\n",
    "    for i in range(81):\n",
    "        lambda_nm = 380 + (i * 5)\n",
    "        Me = spec_intens(lambda_nm)\n",
    "        X += Me * cie_colour_match[i][0]\n",
    "        Y += Me * cie_colour_match[i][1]\n",
    "        Z += Me * cie_colour_match[i][2]\n",
    "    XYZ = X + Y + Z\n",
    "    x = X / XYZ\n",
    "    y = Y / XYZ\n",
    "    z = Z / XYZ\n",
    "    return x, y, z"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "GYJvr_A7fupq"
   },
   "source": [
    "# Conversion from $xyz \\leftarrow \\rightarrow rgb$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "dtmCj2pxgd6e"
   },
   "source": [
    "$\\begin{bmatrix}\n",
    "    X \\\\\n",
    "    Y \\\\\n",
    "    Z \\\\\n",
    "\\end{bmatrix} = M \\begin{bmatrix}\n",
    "    R \\\\\n",
    "    G \\\\\n",
    "    B \\\\\n",
    "\\end{bmatrix}\n",
    "$\n",
    "\n",
    "Where\n",
    "$\n",
    "M = \\begin{bmatrix}\n",
    "    2.7689 & 1.7517 & 1.1302 \\\\\n",
    "    1 & 4.5907 & 0.0601 \\\\\n",
    "    0 & 0.0565 & 5.5943 \\\\\n",
    "\\end{bmatrix}\n",
    "$\n",
    "\n",
    "Tristimulus values $XYZ$ CIE 1931 color system\n",
    "\n",
    "$x=\\dfrac{X}{X+Y+Z}$\n",
    "\n",
    "$y=\\dfrac{Y}{X+Y+Z}$\n",
    "\n",
    "$z=\\dfrac{Z}{X+Y+Z}=1-x-y$\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "oGP1dDmKfuvb"
   },
   "outputs": [],
   "source": [
    "def rgb_to_xyz(r,g,b):\n",
    "  M=np.array([[2.7689,1.7517,1.1302],\n",
    "              [1.0,4.5907,0.0601],\n",
    "              [0.0,0.0565,5.5943]])\n",
    "  rgb=np.array([r,g,b])\n",
    "  XYZ=M@rgb\n",
    "  sum_XYZ=np.sum(XYZ)\n",
    "  xyz=XYZ/sum_XYZ\n",
    "  return xyz[0],xyz[1],xyz[2] # x, y, z\n",
    "\n",
    "def xyz_to_rgb(x, y, z):\n",
    "  M=np.array([[2.7689,1.7517,1.1302],\n",
    "             [1.0,4.5907,0.0601],\n",
    "             [0.0,0.0565,5.5943]])\n",
    "  M_inv = np.linalg.inv(M)\n",
    "  xyz=np.array([x,y,z])\n",
    "  RGB=M_inv@xyz\n",
    "  sum_RGB=np.sum(RGB)\n",
    "  rgb=RGB/sum_RGB\n",
    "  return rgb[0],rgb[1],rgb[2] # r, g, b"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "BDzQcNOirHd7"
   },
   "source": [
    "## Example: convert RGB primaries to xyz coordinates"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "EhuHZBHOwBUZ"
   },
   "source": [
    "+ R= (0.7355, 0.2645)\n",
    "+ G= (0.2658, 0.7243)\n",
    "+ B= (0.1669, 0.0085)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 302,
     "status": "ok",
     "timestamp": 1696932189218,
     "user": {
      "displayName": "SERGIO GUTIERREZ RODRIGO",
      "userId": "07959720391705098820"
     },
     "user_tz": -120
    },
    "id": "dI0XKEP9qfpz",
    "outputId": "b1764ed9-3725-4b70-f373-fa015b456b5e"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(0.73467059354188224, 0.26532940645811776, 0.0)\n",
      "(0.27375017581146766, 0.71742018159371146, 0.0088296425948209863)\n",
      "(0.16658314417946529, 0.0088582967308315896, 0.82455855908970321)\n"
     ]
    }
   ],
   "source": [
    "r=1;g=0;b=0\n",
    "print(rgb_to_xyz(r,g,b))\n",
    "r=0;g=1;b=0\n",
    "print(rgb_to_xyz(r,g,b))\n",
    "r=0;g=0;b=1\n",
    "print(rgb_to_xyz(r,g,b))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "8kPgZJhl3c-Y"
   },
   "source": [
    "# Colour of Black Body Radiation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "lpT6ERwY2lls"
   },
   "source": [
    "For a ideal black body at temperature T (degrees kelvin), the spectral radiance at a given wavelength λ (metres) is calculated by Planck's radiation law:"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "NOghLSpSFgv_"
   },
   "source": [
    "Energy density (as a function of frequency):\n",
    "$\\hat W_T(\\nu) \\, d\\nu=\\dfrac{8\\pi h \\nu^3}{c^3}\\dfrac{d\\nu}{e^{h\\nu/K_B T}-1}$\n",
    "\n",
    "Power emitted through a surface $S$: $P(\\nu)=c S \\,\\hat W_T(\\nu) $\n",
    "\n",
    "Energy density (as a function of the wavelength):\n",
    "$\\hat W_T(\\nu) \\, d\\nu = -\\hat W_T(\\lambda) \\, d\\lambda  $\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "AcjVFRUXIIL8"
   },
   "source": [
    "**Energy Density:** From this statistical analysis, Planck derived an expression for the energy density $\\hat W_T(\\lambda, T)$ , which describes the energy per unit volume per unit wavelength interval for a blackbody at temperature $T$ as a function of wavelength $\\lambda$:\n",
    "\n",
    "   $$\\hat W_T(\\lambda, T) \\, d\\lambda= \\frac{{8\\pi hc}}{{\\lambda^5}} \\frac{1}{{e^{\\frac{{hc}}{{\\lambda k_B T}}} - 1}}\\, d\\lambda$$\n",
    "\n",
    "   Where:\n",
    "   - $h$ is Planck's constant.\n",
    "   - $c$ is the speed of light.\n",
    "   - $k$ is Boltzmann's constant.\n",
    "   - $T$ is the temperature in Kelvin.\n",
    "\n",
    "**Spectral Radiance:** The spectral radiance $B(\\lambda, T)$ is related to the energy density and is essentially the amount of energy radiated per unit time, per unit area, per unit solid angle, and per unit wavelength. Planck's law for spectral radiance can be derived from the energy density formula, and it is given as:\n",
    "\n",
    "   $$B(\\lambda, T) = \\frac{{2hc^2}}{{\\lambda^5}} \\frac{1}{{e^{\\frac{{hc}}{{\\lambda kT}}} - 1}}$$\n",
    "\n",
    "   This equation represents Planck's law for blackbody radiation, which describes the spectral radiance of a blackbody at a given temperature as a function of wavelength. It is a fundamental equation in quantum physics and has been instrumental in understanding the behavior of electromagnetic radiation and the development of quantum mechanics."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "lbhiMAQuLlwb"
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "# Constants\n",
    "kB = 1.380649e-23  # Boltzmann constant in J/K\n",
    "T_room = 298.15    # Room temperature in Kelvin\n",
    "h = 6.62607015e-34  # Planck constant in J·s\n",
    "c = 299792458.0 # speed of light in vacuum (m/s)\n",
    "\n",
    "def blackbody_spectral_radiance(T):\n",
    "    def bb_emittance(wavelength_nm):\n",
    "      '''\n",
    "      B(lambda,T) : energy radiated per unit time, per unit area,\n",
    "                    per unit solid angle, and per unit wavelength\n",
    "      '''\n",
    "      wlm = wavelength_nm * 1e-9  # Wavelength in meters\n",
    "      c1=2.0*h*c**2\n",
    "      c2=h*c/kB\n",
    "      return (c1* math.pow(wlm, -5.0)) / (math.exp(c2/ (wlm * T)) - 1.0)\n",
    "    return bb_emittance\n",
    "\n",
    "def gaussian_wavepacket(wl0_nm,delta_nm):\n",
    "    def bb_emittance(wavelength_nm):\n",
    "      '''\n",
    "      Gaussian\n",
    "      '''\n",
    "      wlm = wavelength_nm * 1e-9  # Wavelength in meters\n",
    "      return np.exp(-(wlm-wl0_nm)**2/delta_nm**2)\n",
    "    return bb_emittance"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "VLHn6l-bn5JK"
   },
   "source": [
    "# Gaussian wavepacket"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 407
    },
    "executionInfo": {
     "elapsed": 1766,
     "status": "ok",
     "timestamp": 1701691130014,
     "user": {
      "displayName": "SERGIO GUTIERREZ RODRIGO",
      "userId": "07959720391705098820"
     },
     "user_tz": -60
    },
    "id": "0DIbDoI3n5X4",
    "outputId": "6eb62776-ba29-4fc0-98d0-e21ce915e33f"
   },
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import math\n",
    "wavelengths=np.linspace(400.0,800,500)\n",
    "wl0_nm=550.0*1e-9\n",
    "delta_nm=50.01e-9\n",
    "spec_T=gaussian_wavepacket(wl0_nm,delta_nm)\n",
    "spectra=[]\n",
    "for wl in wavelengths:\n",
    "    spectra.append(spec_T(wl))\n",
    "\n",
    "plot_spectra(wavelengths,spectra/np.max(spectra),xlabel='$\\lambda$(nm)',ylabel='Spectral Radiance (normalized)',path='./',\n",
    "            pngname='spectra')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "9b14ScAlfDxR"
   },
   "source": [
    "## Plot black body spectral radiance for a given $T$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 407
    },
    "executionInfo": {
     "elapsed": 1920,
     "status": "ok",
     "timestamp": 1701690459843,
     "user": {
      "displayName": "SERGIO GUTIERREZ RODRIGO",
      "userId": "07959720391705098820"
     },
     "user_tz": -60
    },
    "id": "MkU5ZSZW59pM",
    "outputId": "3370235c-cf4e-437d-fdbe-72ed00e06254"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import math\n",
    "wavelengths=np.linspace(100.0,2000,1000)\n",
    "T=1900.0 # Kelvin\n",
    "spec_T=blackbody_spectral_radiance(T)\n",
    "spectra=[]\n",
    "for wl in wavelengths:\n",
    "    spectra.append(spec_T(wl))\n",
    "#print(wavelengths)\n",
    "#print(spectra)\n",
    "\n",
    "plot_spectra(wavelengths,spectra/np.max(spectra),xlabel='$\\lambda$(nm)',ylabel='Spectral Radiance (normalized)',path='./',\n",
    "            pngname='spectra')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "4BCV2OXuzRpc"
   },
   "source": [
    "Black body radiator temperature approximation of various illuminants\n",
    "---\n",
    "**Source\t(Temperature, K)**\n",
    "+ Candle flame\t1900\n",
    "+ Sunlight at sunset\t2000\n",
    "+ Tungsten bulb—60 watt\t2800\n",
    "+ Tungsten bulb—200 watt\t2900\n",
    "+ Tungsten/halogen lamp\t3300\n",
    "+ Carbon arc lamp\t3780\n",
    "+ Sunlight plus skylight\t5500\n",
    "+ Xenon strobe light\t6000\n",
    "+ Overcast sky\t6500\n",
    "+ North sky light\t7500"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "ijydTlydNCK7"
   },
   "source": [
    "## The temperatures and colors of stars (figure seen from the earth where blue is partially scattered by the atmosphere)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Oy5-DvsunUkW"
   },
   "source": [
    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)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "_PG3pJnyDUua"
   },
   "source": [
    "## $xyz$ and $rgb$ coordinates for several stars (temperatures)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 304,
     "status": "ok",
     "timestamp": 1696932198185,
     "user": {
      "displayName": "SERGIO GUTIERREZ RODRIGO",
      "userId": "07959720391705098820"
     },
     "user_tz": -120
    },
    "id": "t-gfzX34lMar",
    "outputId": "56bf62d2-181b-48b8-e956-42ae12518ebb"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Temperature (K)      x      y      z      r    g    b\n",
      "-----------    ------ ------ ------   ----- ----- -----\n",
      "3000.0 0.4369 0.4041 0.159 0.533 0.327 0.14\n",
      "4000.0 0.3804 0.3768 0.2428 0.426 0.345 0.229\n",
      "6000.0 0.3221 0.3318 0.3461 0.306 0.343 0.351\n",
      "10000.0 0.2807 0.2883 0.431 0.216 0.324 0.46\n",
      "25000 0.2525 0.2523 0.4951 0.153 0.301 0.546\n"
     ]
    }
   ],
   "source": [
    "print(\"Temperature (K)      x      y      z      r    g    b\")\n",
    "print(\"-----------    ------ ------ ------   ----- ----- -----\")\n",
    "\n",
    "xyT = []\n",
    "rgb=[]\n",
    "T_stars=[3000.0,4000.0,6000.0,10000.,25000]\n",
    "T_star_names=['Antares','Aldebaran','Sun','Sirius','Rigel']\n",
    "for T in T_stars:\n",
    "    x, y, z = spectrum_to_xyz(blackbody_spectral_radiance(T))\n",
    "    xyT.append([x,y,T])\n",
    "    r,g,b = xyz_to_rgb(x, y, z)\n",
    "    rgb.append([r,g,b])\n",
    "    print(round(T,4), round(x,4), round(y,4), round(z,4),\n",
    "                      round(r,3), round(g,3), round(b,3))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "fD6XENsfDrMl"
   },
   "source": [
    "## CIE 1931 XYZ Chromaticity Diagram"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 715
    },
    "executionInfo": {
     "elapsed": 2575,
     "status": "ok",
     "timestamp": 1696932256329,
     "user": {
      "displayName": "SERGIO GUTIERREZ RODRIGO",
      "userId": "07959720391705098820"
     },
     "user_tz": -120
    },
    "id": "3R0ff4yKYfMd",
    "outputId": "f13e200c-6e96-4aa9-845f-1862cd7ca423"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x640 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(<Figure size 640x640 with 1 Axes>,\n",
       " <Axes: title={'center': 'CIE 1931 Chromaticity Diagram - CIE 1931 2$^\\\\circ$ Standard Observer'}, xlabel='CIE x', ylabel='CIE y'>)"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "xy = xyT\n",
    "# Plotting the *CIE 1931 Chromaticity Diagram*.\n",
    "# The argument *show=False* is passed so that the plot doesn't get\n",
    "# displayed and can be used as a basis for other plots.\n",
    "cplot.plot_chromaticity_diagram_CIE1931(show=False)\n",
    "\n",
    "# Plotting the *CIE xy* chromaticity coordinates.\n",
    "for i in range(0,len(xy)):\n",
    "  xy_=xy[i]\n",
    "  #print(xy_)\n",
    "  x, y,T = xy_\n",
    "  xy_=[x,y]\n",
    "  #print(x,y)\n",
    "  plt.plot(x, y, \"o-\", color=\"white\", mfc='none')\n",
    "  # Annotating the plot.\n",
    "  plt.annotate(\n",
    "      str(T)+\"K \"+T_star_names[i],\n",
    "      xy=xy_,\n",
    "      xytext=(-80, 20),\n",
    "      textcoords=\"offset points\",\n",
    "      arrowprops=dict(arrowstyle=\"->\", connectionstyle=\"arc3, rad=-0.2\"),\n",
    "  )\n",
    "\n",
    "# Displaying the plot.\n",
    "cplot.render(\n",
    "    show=True,\n",
    "    limits=(-0.1, 0.9, -0.1, 0.9),\n",
    "    x_tighten=True,\n",
    "    y_tighten=True,\n",
    ")"
   ]
  }
 ],
 "metadata": {
  "colab": {
   "provenance": [
    {
     "file_id": "https://github.com/IrisFDTD/OPTICS-UNIZAR/blob/main/Topic_4/chapter4-colorimetry.ipynb",
     "timestamp": 1753945016934
    },
    {
     "file_id": "1DJMauKrB_AxRsvcOw52i8h3s0syEBq9r",
     "timestamp": 1696931918186
    },
    {
     "file_id": "11r2xfnB-NZWuxYdZ2nV8sqh6XwCua4Sq",
     "timestamp": 1695846667454
    },
    {
     "file_id": "1yf9Faj4pp9NSKJbCDm4GsOXxIWhUk7sF",
     "timestamp": 1693481770581
    },
    {
     "file_id": "1tKsdck-ZuuzCsWEJ1i7XGcXrrLCQgcLQ",
     "timestamp": 1693389677769
    }
   ],
   "toc_visible": true
  },
  "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": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
