{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "SE177Or2_bce"
   },
   "source": [
    "# Modelo de Atmósfera Estándar Internacional (ISA)\n",
    "\n",
    "Asignatura: Vehículos aeroespaciales\n",
    "\n",
    "Departamento: Ciencia y Tecnología de Materiales y Fluidos\n",
    "\n",
    "Centro: Escuela Universitaria Politécnica de Teruel\n",
    "\n",
    "Profesor: Adrián Navas Montilla"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 537
    },
    "id": "ue4ZgrOVeKIv",
    "outputId": "f1ef4c77-ebad-4b26-9942-c1ef4a90655c"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1500x700 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Constants\n",
    "g = 9.81         # gravity [m/s²]\n",
    "R = 287.05          # specific gas constant for dry air [J/(kg·K)]\n",
    "gamma = 1.4\n",
    "\n",
    "# Data from Table 5.3 (Book: S. Corda)\n",
    "z_n = np.array([0, 11, 20, 32, 47, 51, 71])                      # [km]\n",
    "lapse_n = np.array([-6.5, 0.0, 1.0, 2.8, 0.0, -2.8, -2.0])      # [K/km]\n",
    "T_n = np.array([288.15, 216.65, 216.65, 228.65, 270.65, 270.65, 214.65])  # [K]\n",
    "p_n = np.array([101325, 22632.1, 5474.8, 868.019, 110.906, 66.9389, 3.95642])  # [Pa]\n",
    "rho_n = np.array([1.2250, 0.36392, 8.8035e-2, 1.3550e-2, 1.4275e-3, 8.160e-4, 6.4211e-5])  # [kg/m³]\n",
    "\n",
    "# Arrays to hold the complete profile\n",
    "z_total = []\n",
    "T_total = []\n",
    "p_total = []\n",
    "rho_total = []\n",
    "c_total = []\n",
    "\n",
    "# Loop through each layer\n",
    "for n in range(len(z_n)-1):  # up to index 6 (mesosphere)\n",
    "    z0 = z_n[n]*1000 # [m]\n",
    "    z1 = z_n[n+1]*1000# [m]\n",
    "    lapse = lapse_n[n]/1000 # [K/m]\n",
    "    T0 = T_n[n]\n",
    "    p0 = p_n[n]\n",
    "\n",
    "    pts = 20\n",
    "\n",
    "    z = np.linspace(z0, z1, pts)             # [km]\n",
    "\n",
    "    if lapse == 0:\n",
    "        # Isothermal layer\n",
    "        T = T0 * np.ones_like(z)             # Temperature remains constant\n",
    "        p = p0 * np.exp(-g * (z - z0) / (R * T0))\n",
    "    else:\n",
    "        # Gradient layer\n",
    "        T = T0 + lapse * (z - z0)            # Temperature profile\n",
    "        p = p0 * (T / T0) ** (-g / (lapse * R))\n",
    "\n",
    "    rho = p / (R * T)                           # Density from ideal gas law\n",
    "    c_sound = np.sqrt(gamma * R * T)                    # Sound speed\n",
    "\n",
    "    #print(n)\n",
    "    #print(z[0],p[0],rho[0])\n",
    "\n",
    "    # Append to total profile\n",
    "    z_total.extend(z)\n",
    "    T_total.extend(T)\n",
    "    p_total.extend(p)\n",
    "    rho_total.extend(rho)\n",
    "    c_total.extend(c_sound)\n",
    "\n",
    "# Convert to numpy arrays\n",
    "z_total = np.array(z_total)\n",
    "T_total = np.array(T_total)\n",
    "p_total = np.array(p_total)\n",
    "rho_total = np.array(rho_total)\n",
    "\n",
    "# --- Optional: Plotting ---\n",
    "plt.figure(figsize=(15, 7))\n",
    "\n",
    "plt.subplot(1, 4, 1)\n",
    "plt.plot(T_total, z_total)\n",
    "plt.xlabel(\"Temperature [K]\")\n",
    "plt.ylabel(\"Altitude [m]\")\n",
    "plt.title(\"Temperature Profile\")\n",
    "\n",
    "plt.subplot(1, 4, 2)\n",
    "plt.plot(p_total*0.001, z_total)\n",
    "plt.xlabel(\"Pressure [kPa]\")\n",
    "plt.title(\"Pressure Profile\")\n",
    "\n",
    "plt.subplot(1, 4, 3)\n",
    "plt.plot(rho_total, z_total)\n",
    "plt.xlabel(\"Density [kg/m³]\")\n",
    "plt.title(\"Density Profile\")\n",
    "\n",
    "plt.subplot(1, 4, 4)\n",
    "plt.plot(c_total, z_total)\n",
    "plt.xlabel(\"Speed of sound [m/s]\")\n",
    "plt.title(\"Speed of sound\")\n",
    "\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 690
    },
    "id": "ImQ_yXfrkTF1",
    "outputId": "843ce184-a6e2-4439-87b9-127fe54c013f"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 500x700 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# ----------------------\n",
    "# Combined plot with shared y-axis\n",
    "# ----------------------\n",
    "fig, ax1 = plt.subplots(figsize=(5, 7))\n",
    "\n",
    "ax1.set_ylabel(\"Altitude [m]\", fontsize=12)\n",
    "ax1.set_xlabel(\"Temperature [K]\", color='tab:red')\n",
    "ax1.plot(T_total, z_total, color='tab:red', label='Temperature')\n",
    "ax1.set_xlim(150, 300)\n",
    "ax1.tick_params(axis='x', labelcolor='tab:red')\n",
    "\n",
    "# Add more axes\n",
    "ax2 = ax1.twiny()\n",
    "ax2.plot(p_total * 0.001, z_total, color='tab:blue', label='Pressure')\n",
    "ax2.set_xlabel(\"Pressure [kPa]\", color='tab:blue')\n",
    "ax2.tick_params(axis='x', labelcolor='tab:blue')\n",
    "\n",
    "ax3 = ax1.twiny()\n",
    "ax3.spines['top'].set_position((\"axes\", 1.1))\n",
    "ax3.plot(rho_total, z_total, color='tab:green', label='Density')\n",
    "ax3.set_xlabel(\"Density [kg/m³]\", color='tab:green')\n",
    "ax3.tick_params(axis='x', labelcolor='tab:green')\n",
    "\n",
    "ax4 = ax1.twiny()\n",
    "ax4.spines['top'].set_position((\"axes\", 1.2))\n",
    "ax4.plot(c_total, z_total, color='tab:purple', label='Speed of Sound')\n",
    "ax4.set_xlim(200, 350)\n",
    "ax4.set_xlabel(\"Speed of sound [m/s]\", color='tab:purple')\n",
    "ax4.tick_params(axis='x', labelcolor='tab:purple')\n",
    "\n",
    "\n",
    "# Atmospheric layer names (from Table 5.3, n = 0 to 6)\n",
    "layer_names = [\n",
    "    \"Troposphere\",\n",
    "    \"Tropopause\",\n",
    "    \"Stratosphere (1)\",\n",
    "    \"Stratosphere (2)\",\n",
    "    \"Stratopause\",\n",
    "    \"Mesosphere \",\n",
    "    \"Mesosphere (2)\"\n",
    "]\n",
    "\n",
    "# Altitudes at boundaries z_n\n",
    "z_bounds = z_n * 1000\n",
    "\n",
    "# Plot dashed lines and text labels\n",
    "for i in range(len(z_bounds) - 1):\n",
    "    z_start = z_bounds[i]\n",
    "    z_end = z_bounds[i + 1]\n",
    "    z_mid = (z_start + z_end) / 2\n",
    "\n",
    "    # Horizontal dashed line at boundary (not at 0 km)\n",
    "    if i > 0:\n",
    "        ax1.axhline(z_start, color='gray', linestyle='--', linewidth=0.8)\n",
    "\n",
    "    # Add layer name at midpoint\n",
    "    if i == 1:\n",
    "        ax1.text(180, z_mid, layer_names[i],\n",
    "                 fontsize=9, color='black', va='center')\n",
    "    else:\n",
    "        ax1.text(165, z_mid, layer_names[i],\n",
    "             fontsize=9, color='black', va='center')\n",
    "\n",
    "plt.title(\"International Standard Atmosphere (ISA)\", fontsize=14)\n",
    "plt.grid(True)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "colab": {
   "provenance": []
  },
  "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": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
