{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/stammler/dustpy/HEAD?labpath=examples%2Fexample_ice_lines.ipynb)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Example: Ice Lines\n",
    "\n",
    "In the example we want to implement several ice lines into a `DustPy` simulation.  \n",
    "Ice lines are locations in protoplanetary disks where the temperature drop below a value where a chemical species can freeze out.\n",
    "\n",
    "It has long been speculated that different chemical compositions of dust particles can influence their collisional behavior depending on the different surface forces these species have. This can to first order be implemented by changing the fragmentation velocity depending on the temperature in the disk.\n",
    "\n",
    "The example here will be similar to [Pinilla et al. (2017)](https://doi.org/10.3847/1538-4357/aa7edb):\n",
    "\n",
    "Above $150\\,\\mathrm{K}$ all volatiles are evaporated and only the bare silicate grains are left. He we use a fragmentation velocity of $1\\,\\mathrm{m/s}$. Below $150\\,\\mathrm{K}$ water freezes out onto the grain. Due to the dipolar nature of the water molecule these grains are more sticky and we use a fragmentation velocity of $10\\,\\mathrm{m/s}$. At about $80\\,\\mathrm{K}$ ammonia $\\left(\\mathrm{NH}_3\\right)$ freezes out which has slightly weaker dipolar forces than water and we therefore use a fragmentation velocity of $7\\,\\mathrm{m/s}$. At $44\\,\\mathrm{K}$ carbon dioxide $\\left(\\mathrm{CO}_2\\right)$ freezes out and we expect the fragmentation velocity to go back to $1\\,\\mathrm{m/s}$.\n",
    "\n",
    "However, note that [Musiolik & Wurm (2019)](https://doi.org/10.3847/1538-4357/ab0428) that these differences might not exist at all. We'll use them here anyway for demonstration purposes.\n",
    "\n",
    "The method described here can also be used to implement sintering effects as described by [Okuzumi et al. (2016)](https://doi.org/10.3847/0004-637X/821/2/82)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from dustpy import Simulation\n",
    "import dustpy.constants as c"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim = Simulation()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.initialize()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "At this point the fragmentation velocity is constant with the default value of $1\\,\\mathrm{m/s}$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 960x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "fig = plt.figure(dpi=150)\n",
    "ax = fig.add_subplot(111)\n",
    "ax.semilogx(sim.grid.r/c.au, sim.dust.v.frag/100.)\n",
    "ax.set_xlim(sim.grid.r[0]/c.au, sim.grid.r[-1]/c.au)\n",
    "ax.set_xlabel(\"Distance from star [AU]\")\n",
    "ax.set_ylabel(\"Fragmentation velocity [m/s]\")\n",
    "fig.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We now have to write a function that constructs the fragmentation velocity according the prescription above."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "def vfrag(sim):\n",
    "    vfrag = np.where(sim.gas.T<150., 1000., 100.)\n",
    "    vfrag = np.where(sim.gas.T<80., 700., vfrag)\n",
    "    vfrag = np.where(sim.gas.T<44., 100., vfrag)\n",
    "    return vfrag"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can assign the return value of this function to the fragmentation velocity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.dust.v.frag = vfrag(sim)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We also update the whole simulation frame to update the fields that depend on the fragmentation velocity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.update()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The fragmentation velocity now changes at the introduced ice lines."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 960x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "fig = plt.figure(dpi=150)\n",
    "ax = fig.add_subplot(111)\n",
    "ax.semilogx(sim.grid.r/c.au, sim.dust.v.frag/100.)\n",
    "ax.set_xlim(sim.grid.r[0]/c.au, sim.grid.r[-1]/c.au)\n",
    "ax.set_xlabel(\"Distance from star [AU]\")\n",
    "ax.set_ylabel(\"Fragmentation velocity [m/s]\")\n",
    "fig.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that we do not assign out function to the updater of the fragmentation velocities. Since the temperature profile is constant in the default model, the fragmentation velocity would not change. It's therefore not required to update it at every time step.\n",
    "\n",
    "We are now ready to start the simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.writer.datadir = \"example_ice_lines\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "DustPy v1.0.8\n",
      "\n",
      "Documentation: https://stammler.github.io/dustpy/\n",
      "PyPI:          https://pypi.org/project/dustpy/\n",
      "GitHub:        https://github.com/stammler/dustpy/\n",
      "\u001b[94m\n",
      "Please cite Stammler & Birnstiel (2022).\u001b[0m\n",
      "\n",
      "\u001b[93mChecking for mass conservation...\n",
      "\u001b[0m\n",
      "\u001b[93m    - Sticking:\u001b[0m\n",
      "\u001b[0m        max. rel. error: \u001b[92m 2.81e-14\u001b[0m\n",
      "        for particle collision\n",
      "            m[114] =  1.93e+04 g    with\n",
      "            m[116] =  3.73e+04 g\u001b[0m\n",
      "\u001b[93m    - Full fragmentation:\u001b[0m\n",
      "\u001b[0m        max. rel. error: \u001b[92m 6.66e-16\u001b[0m\n",
      "        for particle collision\n",
      "            m[90] =  7.20e+00 g    with\n",
      "            m[95] =  3.73e+01 g\u001b[0m\n",
      "\u001b[93m    - Erosion:\u001b[0m\n",
      "\u001b[0m        max. rel. error: \u001b[92m 1.78e-15\u001b[0m\n",
      "        for particle collision\n",
      "            m[110] =  5.18e+03 g    with\n",
      "            m[118] =  7.20e+04 g\n",
      "\u001b[0m\n",
      "Creating data directory example_ice_lines.\n",
      "Writing file \u001b[94mexample_ice_lines/data0000.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0001.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0002.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0003.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0004.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0005.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0006.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0007.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0008.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0009.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0010.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0011.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0012.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0013.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0014.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0015.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0016.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0017.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0018.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0019.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0020.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mexample_ice_lines/data0021.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mexample_ice_lines/frame.dmp\u001b[0m\n",
      "Execution time: \u001b[94m1:30:44\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "sim.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here is the result of our simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1575x648.949 with 7 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from dustpy import plot\n",
    "\n",
    "plot.panel(sim)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that the inner disk is enriched in dust. The reason for this is the so-called \"traffic jam\" effect. Dust particles outside the water ice line grow to larger sizes, which drift rapidly. After crossing the water ice line the fragment down so slowly drifting particles. Therefore, dust accumulates inside the water ice line."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "dustpy_develop",
   "language": "python",
   "name": "dustpy_develop"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
