Equilibrium_Temperature_And_Warming.ipynb

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                  "The peak wavelength is : 580 nm\n"
                ]
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      "source": [
        "# Equilibrium Temperature\n",
        "\n",
        "* The equilibrium temperature of an object like a planet or a moon is the temperature at which the heat energy it receives from its star (or another primary heat source) is in balance with the heat it radiates away into space. This temperature reflects the balance between incoming solar radiation absorbed and outgoing thermal radiation emitted by the object. For a planet in space without any internal heat source, the equilibrium temperature can be estimated using the formula:\n",
        "> $P_{\\text{in}} = L_{o} (1-A) (\\frac{\\pi \\cdot R_p^{2}}{4 \\cdot \\pi \\cdot D^2})$\n",
        "\n",
        "  where:\n",
        "\n",
        "  $L_{o}$ is the luminosity of the sun: $L_{o} = 4 \\cdot \\pi \\cdot R_{o}^{2} \\cdot \\sigma \\cdot T_{o}^{4}$\n",
        "\n",
        "  $A$: albedo of the planet which is how much incident radiation is reflected back into space, objects with icier or whiter surfaces have a higher albedo since ice and white objects reflect more light than darker objects.\n",
        "\n",
        "  $\\sigma$: Stefan-Boltzman constant\n",
        "\n",
        "* Equating $P_{in}$ and $P_{out}$:\n",
        "> $T_{p} = T_{\\odot}(1-a)^{\\frac{1}{4}}\\sqrt{\\frac{R_{\\odot}}{2D}}$"
      ],
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      "execution_count": 1,
      "metadata": {
        "id": "cs4BGH_nQDaZ"
      },
      "outputs": [],
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import ipywidgets as widgets\n",
        "from IPython.display import Image\n",
        "from ipywidgets import interact,interactive,fixed,interact_manual,FloatSlider,Layout\n",
        "import numpy as np"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "albedoEarth = 0.306 # Earth's average albedo\n",
        "auMeters = 149597870700 # 1 Astronomical Unit in metres\n",
        "kelvinToDegree = 273.15 # conversion Kelvin to degrees Celcius\n",
        "distanceFromSun = 1*auMeters # average distance to the Sun in metres\n",
        "temperature = 5772 # K\n",
        "radiusSun = 6.957*10**8 # m"
      ],
      "metadata": {
        "id": "vmJ4nmZ4TRPc"
      },
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "equilibriumTemperature = temperature*(1-albedoEarth)**0.25*np.sqrt(radiusSun/2/distanceFromSun)\n",
        "print(f\"The Equilibrium Tmperature of the Earth is: {equilibriumTemperature:.0f} K\")\n",
        "print(f\"The Equilibrium Tmperature of the Earth is: {equilibriumTemperature-kelvinToDegree:.0f} C\")"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
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        "id": "DSv6lEZ0To03",
        "outputId": "28db12ef-432b-4f2d-b74c-dc44291cb7ca"
      },
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "The Equilibrium Tmperature of the Earth is: 254 K\n",
            "The Equilibrium Tmperature of the Earth is: -19 C\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "StefanBoltzmanConstant = 5.670374419*10**(-8) # W m^-2 K^-4"
      ],
      "metadata": {
        "id": "7vkvEYAPUIy_"
      },
      "execution_count": 4,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "luminositySun = 4*np.pi*radiusSun**2*StefanBoltzmanConstant*temperature**4\n",
        "print(f\"Luminosity of Sun: {luminositySun} W\")"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Gb2DWhZYUl2L",
        "outputId": "03d90854-d0b8-4b87-ecde-a97644a77cac"
      },
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Luminosity of Sun: 3.827990903152591e+26 W\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "**Stars emit all wavelengths of the electromagnetic spectrum but with different intensity. Stars emit the most light at a certain peak wavelength, $\\lambda_{peak}$. We can use Wien's Law to calculate the peak wavlength for our Sun:**\n",
        "> $\\lambda_{peak} = \\frac{b}{T}$\n",
        "\n",
        "where:\n",
        "\n",
        "$b$: Wien's displacement constant ($2.897771955 \\times 10^{-3} mK$)\n",
        "\n",
        "$T$: the effective surface temperature, this is the temperature of a blackbody that would emit the same amount of radiation as the object or star,for the Sun this is 5557 K"
      ],
      "metadata": {
        "id": "6oizl6U6VDAZ"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "temperatureSun = 5772 # K\n",
        "wienConstant = 2.897771955*10**(-3) # m K"
      ],
      "metadata": {
        "id": "_OU4F-ywUzZg"
      },
      "execution_count": 6,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "peakWavelength = wienConstant/temperatureSun\n",
        "print(f\"The peak wavelength is : {peakWavelength*10**9:.0f} nm\")"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "oJ0nWUm3V8UF",
        "outputId": "de57c2f1-c6b2-4797-e9c0-4088cead6cd7"
      },
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "The peak wavelength is : 502 nm\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "@interact(temperature=(1,10000))\n",
        "def PeakWavelength(temperature):\n",
        "  peakWavelength = wienConstant/temperature\n",
        "  print(f\"The peak wavelength is : {peakWavelength*10**9:.0f} nm\")"
      ],
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        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "interactive(children=(IntSlider(value=5000, description='temperature', max=10000, min=1), Output()), _dom_clas…"
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    {
      "cell_type": "markdown",
      "source": [
        "# Black Body Curve\n",
        "\n",
        "* A black-body is an object that absorbs and emits radiation perfectly at all frequencies of the electromagnetic spectrum. The Sun doesn't emit the same amount of radiation for each wavelength of light, we know this having just calculated the peak wavelength emitted. To work out the intensity of radiation emitted at other wavelengths we will need Planck's Law:\n",
        "> $B(\\lambda, T) = \\frac{2hc^2}{\\lambda^5}\\frac{1}{e^{\\frac{hc}{\\lambda k_B T}}-1}$\n",
        "\n",
        "where:\n",
        "\n",
        "$B$: the spectral intensity for a given wavelength, $\\lambda$ and  surface temperature of a star, $T$\n",
        "\n",
        "$h$: Planck's constant\n",
        "\n",
        "$c$: the speed of light in a vacuum\n",
        "\n",
        "$k_B$: the Boltzmann constant\n",
        "\n",
        "$T$: the effective surface temperature\n",
        "\n",
        "* A black body curve, also known as a Planckian curve or Planck's law, represents the spectral energy distribution of a black body, which is an idealized physical body that perfectly absorbs all incident electromagnetic radiation regardless of frequency or angle of incidence. A black body also emits radiation in a characteristic, continuous spectrum that depends only on the body's temperature. This curve shows the amount of energy emitted at different wavelengths for a given temperature."
      ],
      "metadata": {
        "id": "HNvVJjXnXGbC"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import matplotlib.patches as mpatch\n",
        "from matplotlib import rc"
      ],
      "metadata": {
        "id": "XJwcImJ7WTrl"
      },
      "execution_count": 9,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "plt.style.use(\"dark_background\")"
      ],
      "metadata": {
        "id": "l4LVWsfeZbNR"
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      "execution_count": 10,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "for real spectrum image: https://drive.google.com/file/d/1JM9i2KoXS4fdc_D69ovbmLFi5djqu14Z/view?usp=sharing"
      ],
      "metadata": {
        "id": "8UyhUKKlaJrQ"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "spectrumImage = \"/content/spectrum.png\""
      ],
      "metadata": {
        "id": "iN11fuV6aOqv"
      },
      "execution_count": 18,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# define constants\n",
        "T = 5772 # K\n",
        "kb = 1.380649*10**(-23) # J/K\n",
        "c = 299792458 # m/s\n",
        "h = 6.62607015*10**(-34) # Js\n",
        "# set wavelength array and B arrays\n",
        "l = np.arange(0.01,3,0.01)*10**(-6)\n",
        "B = np.zeros(len(l))\n",
        "BHigh = np.zeros(len(l))\n",
        "BLow = np.zeros(len(l))\n",
        "BLower = np.zeros(len(l))\n",
        "BLower2 = np.zeros(len(l))"
      ],
      "metadata": {
        "id": "PECUfCAddTMy"
      },
      "execution_count": 23,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# calculate B's for the different Temps\n",
        "for i in range(len(l)):\n",
        "    B[i] = 2*h*c**2/l[i]**5 * 1/(np.exp(h*c/(l[i]*kb*T))-1)\n",
        "    BHigh[i] = 2*h*c**2/l[i]**5 * 1/(np.exp(h*c/(l[i]*kb*6000))-1)\n",
        "    BLow[i] = 2*h*c**2/l[i]**5 * 1/(np.exp(h*c/(l[i]*kb*5000))-1)\n",
        "    BLower[i] = 2*h*c**2/l[i]**5 * 1/(np.exp(h*c/(l[i]*kb*4000))-1)\n",
        "    BLower2[i] = 2*h*c**2/l[i]**5 * 1/(np.exp(h*c/(l[i]*kb*3000))-1)"
      ],
      "metadata": {
        "id": "MYYzOmevdVRq"
      },
      "execution_count": 24,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# wein's law to calculate the peak wavelengths for an array of temperatures\n",
        "b = 2.897771955*10**(-3) # m K\n",
        "TR = np.arange(1000, 7000)\n",
        "lpR = b/TR\n",
        "Bmax = np.zeros(len(lpR))\n",
        "for i in range(len(lpR)):\n",
        "    Bmax[i] = 2*h*c**2/lpR[i]**5 * 1/(np.exp(h*c/(lpR[i]*kb*TR[i]))-1)\n",
        "# weins law but for just the 5 peaks for the curves\n",
        "Temps = np.array([6000,T,5000,4000,3000])\n",
        "lpoints = b/Temps\n",
        "Bpoints = 2*h*c**2/lpoints**5 * 1/(np.exp(h*c/(lpoints*kb*Temps))-1)\n",
        "# construct legend labels\n",
        "labels = []\n",
        "for i in range(len(Temps)):\n",
        "    labels.append(r\"${:.0f}$\".format(Temps[i])+r\"$\\ K,\\ \\ $\"+r'$\\lambda_{peak}$ = '+r\"${:.0f}$\".format(lpoints[i]*10**9)+r' $nm$')"
      ],
      "metadata": {
        "id": "x6_LwUG_dXsT"
      },
      "execution_count": 25,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "fig = plt.figure(num=1, figsize=(10,8))\n",
        "ax = plt.subplot(xlim=(0,2000),ylim=(0,3.5))\n",
        "ax.set_title(r\"$Radiation\\ Curves\\ for\\ different\\ Temperatures$\", pad=20, fontsize=18)\n",
        "ax.set_xlabel(r'$\\lambda\\ /\\ nm$', labelpad=10, fontsize=12)\n",
        "ax.set_ylabel(r\"$Spectral\\ Intensity\\ /\\ 10^{4}\\ Wsr^{-1}m^{-2}nm^{-1}$\", labelpad=10, fontsize=12)\n",
        "ax.spines[\"top\"].set_visible(False)\n",
        "ax.spines[\"right\"].set_visible(False)\n",
        "spectrum = plt.imread(spectrumImage)\n",
        "ax.imshow(spectrum, extent=[380,740,0,3.5], alpha=0.4)\n",
        "ax.set_aspect('auto')\n",
        "ax.plot(l*10**9, BHigh/10**13, c=\"powderblue\", label=labels[0])\n",
        "ax.plot(l*10**9, B/10**13, c=\"gold\", label=labels[1])\n",
        "ax.plot(l*10**9, BLow/10**13, c=\"orange\", label=labels[2])\n",
        "ax.plot(l*10**9, BLower/10**13, c=\"orangered\", label=labels[3])\n",
        "ax.plot(l*10**9, BLower2/10**13, c=\"firebrick\", label=labels[4])\n",
        "plt.scatter(lpoints*10**9,Bpoints/10**13,c=\"white\", s=10, zorder=6)\n",
        "plotText = r\"$Planck's\\ Law$\"+\"\\n\"+r\"$B(\\lambda,T) = \\frac{2hc^2}{\\lambda^5} \\frac{1}{e^{\\frac{hc}{\\lambda k_BT}}-1}$\"\n",
        "ax.text(.65, .85, plotText, size=18, va=\"center\", ha=\"center\", multialignment=\"center\", linespacing=2, transform=ax.transAxes)\n",
        "plt.legend(frameon=False, borderpad=2, labelspacing=1, loc=7, fontsize=12)\n",
        "plt.tight_layout()\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 806
        },
        "id": "hL4d_JoYcz6E",
        "outputId": "89c167b8-42ec-4b82-bb8a-e0b6f30730db"
      },
      "execution_count": 27,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1000x800 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "0nkpbGtndM39"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}