{ "cells": [ { "cell_type": "markdown", "id": "f99a0a58", "metadata": {}, "source": [ "# Calculer des relations Hauteur/Surface/Volume depuis une matrice de hauteurs d'eau (seule)\n", "\n", "**Il est recommandé de lire d'abord le notebook relatif aux calcul des ces grandeurs sur base de données d'altimétrie.**" ] }, { "cell_type": "code", "execution_count": null, "id": "b0db0b52", "metadata": {}, "outputs": [], "source": [ "# import _add_path # for debugging purposes only - must be removed in production\n", "\n", "import numpy as np\n", "from pathlib import Path\n", "import matplotlib.pyplot as plt\n", "\n", "from wolfhece import is_enough\n", "if not is_enough('2.2.35'):\n", " raise ImportError(\"This code requires wolfhece version 2.2.34 or higher. -- try pip install wolfhece --upgrade\")\n", "\n", "from wolfhece.wolf_array import WolfArray\n", "from wolfhece.pydownloader import toys_dataset\n", "from wolfhece.PyVertexvectors import Zones, zone, vector, wolfvertex as wv" ] }, { "cell_type": "markdown", "id": "a64663b0", "metadata": {}, "source": [ "## Importer des données de hauteurs d'eau\n", "\n", "On importe la matrice et on masque une portion sur base d'un polygone et d'une contrainte de seuil ( h <= 0.5 m)." ] }, { "cell_type": "code", "execution_count": null, "id": "9baf91b0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Minimum : 5.524059e-11\n", "Maximum : 0.49995255\n", "Maximum cell : 253173.75 136093.25\n", "Maximum value : 0.49995255\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "a = WolfArray(toys_dataset('SurfaceVolume', 'waterdepth.tif'))\n", "\n", "mask = Zones(toys_dataset('SurfaceVolume', 'selection.vec'))\n", "mask_poly = mask[('selection', 'contour')]\n", "a.mask_outsidepoly(mask_poly) # Mask the area outside the polygon\n", "\n", "# For the example : Masking the area where the water depth is greater than 0.5 m\n", "# ------------------------------------------------------------------------------\n", "# a.mask_greater(0.5) # mask_greater will replace the current mask with the new one\n", "# If we want to impose the union of the current mask and the new one, we can use the following line:\n", "a.array.mask[:,:] = (a.array.mask) | (a.array.data > 0.5) # '|' is the OR operator\n", "\n", "\n", "fig, ax = a.plot_matplotlib(first_mask_data= False) # If we do not use first_mask_data, the mask will be change in the routine\n", "\n", "i_max, j_max = np.unravel_index(np.ma.argmax(a.array), a.array.shape)\n", "x_max, y_max = a.ij2xy(i_max, j_max)\n", "\n", "print('Maximum cell : ', x_max, y_max)\n", "print('Maximum value : ', a.array[i_max, j_max])\n", "\n", "ax.scatter(x_max, y_max, color='red', marker='x', s=100, label='Maximum cell')\n", "ax.legend()" ] }, { "cell_type": "markdown", "id": "177b46df", "metadata": {}, "source": [ "## Calculer les relations Hauteur/Surface/Volume\n", "\n", "Dans ce cas, on souhaite calculer les relations surface/volume en fonction des hauteurs d'eau.\n", "\n", "On doit ainsi fournir :\n", " - la valeur minimale à considérer\n", " - la valeur maximale à considérer\n", " - le nombre d'intervalles à calculer\n", " - la méthode de calcul\n", "\n", "Sur cette base, le code va itérer sur les hauteurs d'eau successives. Il va évaluer les grandeurs utiles (surface et volume) et tracer les courbes résultantes.\n", "\n", "Les valeurs sont sauvegardées dans un fichier texte qui est par défaut dans le sous-répertoire \"surface_volume\" de la matrice chargée.\n", "\n", "Est également sauvegardée la matrice contenant les mailles utilisées pour les différents intervalles calculés --> 'surface_volume_extension.tif'. Attention, la numérotation est basée 1.\n", "\n", "\n", "**A l'inverse de la routine se basant sur des altitudes, on va ici exploiter une copie de la matrice dont on va commencer par changer le signe des valeurs. On exploitera alors la même routine que dans le cas des altimétries. Les labels d'axes sont adaptés automatiquement.**\n", "\n", "*ATTENTION : cette approche ne revient pas nécessairement au même résultat que l'intégration des hauteurs d'eau sur base d'une altitude de surface libre croissante. On n'exploite ici qu'une seule matrice (H) et non 2 (DEM et H).*" ] }, { "cell_type": "code", "execution_count": 5, "id": "122c8514", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 101/101 [00:00<00:00, 393.48it/s]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = a.surface_volume_estimation_from_waterdepth(desired_zmin= 0., # minimum elevation\n", " nb = 100, # number of steps\n", " method= 'all below') # method to select the area below the elevation" ] }, { "cell_type": "markdown", "id": "65757682", "metadata": {}, "source": [ "## Récupérer les extensions" ] }, { "cell_type": "code", "execution_count": 4, "id": "d9a815e3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ext = WolfArray(Path(a.filename).parent / 'surface_volume' / 'surface_volume_extension.tif')\n", "ext.plot_matplotlib(with_legend=True,)" ] } ], "metadata": { "kernelspec": { "display_name": "python311", "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": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 5 }