{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "f432387d-2ee2-41e1-961f-a12e17365dde",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": "# Simulated root"
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "Perform a water flow simulation on a simulated root architecture.",
   "id": "200d11f255a25a7d"
  },
  {
   "cell_type": "code",
   "id": "60bae6a9-56d0-49d9-aa69-c066b0742d19",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-10-28T13:57:14.330266Z",
     "start_time": "2025-10-28T13:57:13.589657Z"
    }
   },
   "source": [
    "import pandas \n",
    "from openalea.hydroroot.main import root_builder, hydroroot_flow\n",
    "from openalea.widgets.plantgl import PlantGL # notebook viewer 3D\n",
    "from openalea.plantgl.algo.view import view # 2D view\n",
    "from openalea.hydroroot.display import mtg_scene"
   ],
   "outputs": [],
   "execution_count": 1
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "## Architecture generation",
   "id": "5efba74fe9cb1ff1"
  },
  {
   "cell_type": "markdown",
   "id": "8a6fe0a8-b862-4e39-983f-28271db0c8ca",
   "metadata": {},
   "source": "The Hydroroot generator of architecture is described in ([Boursiac et al., 2022](https://doi.org/10.1093/plphys/kiac281)). It uses length distribution law for laterals, specific to a given species, to generate realistic architecture. Here we use the length laws determinated for Arabidopsis Col0."
  },
  {
   "cell_type": "code",
   "id": "acaa9e31-9813-4455-8b84-96c09976ba77",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-10-28T13:57:14.343177Z",
     "start_time": "2025-10-28T13:57:14.336211Z"
    }
   },
   "source": [
    "length_data = [] # length law used to generate arabidopsis realistic architecture\n",
    "for filename in ['data/length_LR_order1_160615.csv','data/length_LR_order2_160909.csv']:\n",
    "    df = pandas.read_csv(filename, sep = ';', header = 1, names = ('LR_length_mm', 'relative_distance_to_tip'))\n",
    "    df.sort_values(by = 'relative_distance_to_tip', inplace = True)\n",
    "    length_data.append(df)"
   ],
   "outputs": [],
   "execution_count": 2
  },
  {
   "cell_type": "markdown",
   "id": "6741b005-035e-46fe-8502-593b3763eb7f",
   "metadata": {},
   "source": [
    "We generate the MTG with some specific parameters:\n",
    "+ primary_length: length of the primary root\n",
    "+ delta: the average distance between lateral branching\n",
    "+ branching_variability: the variability of the branching distance around delta\n",
    "+ nude_length: distance from the tip without any laterals\n",
    "+ order_max: the maximum order of laterals\n",
    "\n",
    "And return the primary root length, the total length and the surface.  Seed may be used as seed to generate the same architecture."
   ]
  },
  {
   "cell_type": "code",
   "id": "2141a9a8-76fa-45aa-a177-1a361eef4827",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-10-28T13:57:14.469743Z",
     "start_time": "2025-10-28T13:57:14.388558Z"
    }
   },
   "source": [
    "g, primary_length, total_length, surface, seed = root_builder(primary_length = 0.13, delta = 2.0e-3, nude_length = 2.0e-2, segment_length = 1.0e-4,\n",
    "                                                  length_data = length_data, branching_variability = 0.25, order_max = 4.0, order_decrease_factor = 0.7,\n",
    "                                                  ref_radius = 7.0e-5)"
   ],
   "outputs": [],
   "execution_count": 3
  },
  {
   "cell_type": "markdown",
   "id": "4002d295-6dff-4ee1-a590-d8271e4ea6d0",
   "metadata": {},
   "source": [
    "## Run calculation\n",
    "\n",
    "Some conductance data versus distance to tip"
   ]
  },
  {
   "cell_type": "code",
   "id": "d5be93d4-38d5-4dc6-a85c-a5c884493f6f",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-10-28T13:57:14.477836Z",
     "start_time": "2025-10-28T13:57:14.475667Z"
    }
   },
   "source": [
    "k_radial_data=([0, 0.2],[30.0,30.0])\n",
    "K_axial_data=([0, 0.2],[3.0e-7,4.0e-4])"
   ],
   "outputs": [],
   "execution_count": 4
  },
  {
   "cell_type": "markdown",
   "id": "daa6cf11-2986-4d5c-8684-39c8b7771197",
   "metadata": {},
   "source": [
    "Flux and equivalent conductance calculation, for a root in an external hydroponic medium at 0.4 MPa, its base at 0.1 MPa, and with the conductances set above."
   ]
  },
  {
   "cell_type": "code",
   "id": "e6de7a98-fa43-4006-a957-783ff9a32d4d",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-10-28T13:57:14.592721Z",
     "start_time": "2025-10-28T13:57:14.526004Z"
    }
   },
   "source": [
    "g, keq, jv = hydroroot_flow(g, psi_e = 0.4, psi_base = 0.1, axial_conductivity_data = K_axial_data, radial_conductivity_data = k_radial_data)"
   ],
   "outputs": [],
   "execution_count": 5
  },
  {
   "cell_type": "code",
   "id": "831c5617-0a70-496b-b130-6a35ca651869",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-10-28T13:57:14.600929Z",
     "start_time": "2025-10-28T13:57:14.597981Z"
    }
   },
   "source": [
    "print(keq,jv)"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.006688557396052673 0.002006567218815802\n"
     ]
    }
   ],
   "execution_count": 6
  },
  {
   "cell_type": "markdown",
   "id": "5c1ea725-ff0b-4b6c-ac48-b8dccfcf90d2",
   "metadata": {},
   "source": [
    "## Display the local water uptake heatmap\n",
    "\n",
    "to reduce notebook size we use here a 2D view but you can use the openalea.widgets `PlantGL(s)` to display an interactive 3D view"
   ]
  },
  {
   "cell_type": "code",
   "id": "f154d253-5429-4479-a32e-5fb70325f49b",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2025-10-28T13:57:15.034327Z",
     "start_time": "2025-10-28T13:57:14.647103Z"
    }
   },
   "source": [
    "s = mtg_scene(g, prop_cmap = 'j') # create a scene from the mtg with the property j is the radial flux in ul/s\n",
    "view(s) # use PlantGL(s) to display in 3D"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 900x900 with 1 Axes>"
      ],
      "image/png": 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"
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