{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Mise en pratique - Utilisation de GeoPandas et Rasterio" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import des bibliothèques nécessaires :" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio as rio\n", "import matplotlib.pyplot as plt\n", "from rasterio.plot import show" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import du fond de carte des communes :" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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IDINSEE_COMINSEE_ARRINSEE_COLINSEE_DEPINSEE_REGPOPULATIONSURFACE_HADATE_CREATDATE_MAJ...CL_DEPARTCL_REGIONCAPITALEDATE_RCTRECENSEURSIREN_EPCIID_CH_LIEUID_AUT_ADMCODE_SIRENgeometry
0COMMUNE_000000000975420038359138D3884119736222006-08-02 08:36:542023-01-20 10:57:47...NonNonNon2020-01-01INSEE200070431PAIHABIT0000000007545622SURFACTI0000000007463791200054526POLYGON ((872007.300 6454019.300, 872006.300 6...
1COMMUNE_000000000975566938243138D388424714992006-08-02 08:36:542023-02-14 10:36:40...NonNonNon2020-01-01INSEE200030658PAIHABIT0000000007548437SURFACTI0000000042499727213802432POLYGON ((907510.800 6409545.700, 907506.100 6...
2COMMUNE_000000000975373738239138D3884749520062006-08-02 08:36:542023-01-18 18:39:43...NonNonNon2020-01-01INSEE243800984PAIHABIT0000000007542619SURFACTI0000000007463524213802390POLYGON ((900804.200 6475473.300, 900816.800 6...
3COMMUNE_000000000975543205064205D0593105108022006-08-02 08:36:542023-01-18 18:39:43...NonNonNon2020-01-01INSEE200068096PAIHABIT0000000075658095SURFACTI0000000118484062210500641POLYGON ((950358.400 6422049.800, 950358.000 6...
4COMMUNE_000000000975459138237138D388419014602006-08-02 08:36:542023-01-18 18:39:43...NonNonNon2020-01-01INSEE243800745PAIHABIT0000000007546970SURFACTI0000000007463883213802374POLYGON ((946870.000 6443476.500, 946851.600 6...
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5 rows × 26 columns

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" ], "text/plain": [ " ID INSEE_COM INSEE_ARR INSEE_COL INSEE_DEP INSEE_REG \n", "0 COMMUNE_0000000009754200 38359 1 38D 38 84 \\\n", "1 COMMUNE_0000000009755669 38243 1 38D 38 84 \n", "2 COMMUNE_0000000009753737 38239 1 38D 38 84 \n", "3 COMMUNE_0000000009755432 05064 2 05D 05 93 \n", "4 COMMUNE_0000000009754591 38237 1 38D 38 84 \n", "\n", " POPULATION SURFACE_HA DATE_CREAT DATE_MAJ ... \n", "0 1197 3622 2006-08-02 08:36:54 2023-01-20 10:57:47 ... \\\n", "1 247 1499 2006-08-02 08:36:54 2023-02-14 10:36:40 ... \n", "2 7495 2006 2006-08-02 08:36:54 2023-01-18 18:39:43 ... \n", "3 105 10802 2006-08-02 08:36:54 2023-01-18 18:39:43 ... \n", "4 190 1460 2006-08-02 08:36:54 2023-01-18 18:39:43 ... \n", "\n", " CL_DEPART CL_REGION CAPITALE DATE_RCT RECENSEUR SIREN_EPCI \n", "0 Non Non Non 2020-01-01 INSEE 200070431 \\\n", "1 Non Non Non 2020-01-01 INSEE 200030658 \n", "2 Non Non Non 2020-01-01 INSEE 243800984 \n", "3 Non Non Non 2020-01-01 INSEE 200068096 \n", "4 Non Non Non 2020-01-01 INSEE 243800745 \n", "\n", " ID_CH_LIEU ID_AUT_ADM CODE_SIREN \n", "0 PAIHABIT0000000007545622 SURFACTI0000000007463791 200054526 \\\n", "1 PAIHABIT0000000007548437 SURFACTI0000000042499727 213802432 \n", "2 PAIHABIT0000000007542619 SURFACTI0000000007463524 213802390 \n", "3 PAIHABIT0000000075658095 SURFACTI0000000118484062 210500641 \n", "4 PAIHABIT0000000007546970 SURFACTI0000000007463883 213802374 \n", "\n", " geometry \n", "0 POLYGON ((872007.300 6454019.300, 872006.300 6... \n", "1 POLYGON ((907510.800 6409545.700, 907506.100 6... \n", "2 POLYGON ((900804.200 6475473.300, 900816.800 6... \n", "3 POLYGON ((950358.400 6422049.800, 950358.000 6... \n", "4 POLYGON ((946870.000 6443476.500, 946851.600 6... \n", "\n", "[5 rows x 26 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "communes = gpd.read_file('../data/COMMUNE.shp')\n", "communes.head()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "communes.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import du jeu de données des cours d'eau de l'Isère :" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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IDCODE_HYDROTOPONYMESTATUT_TOPIMPORTANCEDATE_CREATDATE_MAJDATE_APPDATE_CONFSOURCEID_SOURCESTATUTMAREEPERMANENTCOMMENTgeometry
0COURDEAU000000221547923806C0000002215479238Canal de PulivèsValidé52020-10-21 09:35:442020-11-12 10:46:00NoneNoneNoneNoneValidéNoneNoneNoneLINESTRING (847280.500 6505594.500, 847273.400...
1COURDEAU000000200079229706C0000002000792297Torrent du Clot des CavalesValidé52017-01-24 16:06:182022-06-03 22:58:45NoneNoneNoneNoneValidéNoneNoneNoneLINESTRING (963060.600 6437049.700, 963068.600...
2COURDEAU000000221547877406C0000002215478774le BouveyronValidé52020-10-21 09:35:442020-11-12 10:46:00NoneNoneNoneNoneValidéNoneNoneNoneLINESTRING (895311.900 6452665.700, 895271.300...
3COURDEAU000000200080307606C0000002000803076Ruisseau de la Combe de MouzeValidé52017-01-24 16:06:182020-09-28 10:34:31NoneNoneNoneNoneValidéNoneNoneNoneLINESTRING (878398.000 6459581.500, 878400.900...
4COURDEAU000000221548054506C0000002215480545le PachouxValidé52020-10-21 09:35:442020-11-12 10:46:00NoneNoneNoneNoneValidéNoneNoneNoneLINESTRING (945273.400 6484691.600, 945299.600...
\n", "
" ], "text/plain": [ " ID CODE_HYDRO \n", "0 COURDEAU0000002215479238 06C0000002215479238 \\\n", "1 COURDEAU0000002000792297 06C0000002000792297 \n", "2 COURDEAU0000002215478774 06C0000002215478774 \n", "3 COURDEAU0000002000803076 06C0000002000803076 \n", "4 COURDEAU0000002215480545 06C0000002215480545 \n", "\n", " TOPONYME STATUT_TOP IMPORTANCE DATE_CREAT \n", "0 Canal de Pulivès Validé 5 2020-10-21 09:35:44 \\\n", "1 Torrent du Clot des Cavales Validé 5 2017-01-24 16:06:18 \n", "2 le Bouveyron Validé 5 2020-10-21 09:35:44 \n", "3 Ruisseau de la Combe de Mouze Validé 5 2017-01-24 16:06:18 \n", "4 le Pachoux Validé 5 2020-10-21 09:35:44 \n", "\n", " DATE_MAJ DATE_APP DATE_CONF SOURCE ID_SOURCE STATUT MAREE \n", "0 2020-11-12 10:46:00 None None None None Validé None \\\n", "1 2022-06-03 22:58:45 None None None None Validé None \n", "2 2020-11-12 10:46:00 None None None None Validé None \n", "3 2020-09-28 10:34:31 None None None None Validé None \n", "4 2020-11-12 10:46:00 None None None None Validé None \n", "\n", " PERMANENT COMMENT geometry \n", "0 None None LINESTRING (847280.500 6505594.500, 847273.400... \n", "1 None None LINESTRING (963060.600 6437049.700, 963068.600... \n", "2 None None LINESTRING (895311.900 6452665.700, 895271.300... \n", "3 None None LINESTRING (878398.000 6459581.500, 878400.900... \n", "4 None None LINESTRING (945273.400 6484691.600, 945299.600... " ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cours_deau = gpd.read_file('../data/COURS_D_EAU.shp')\n", "cours_deau.head()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cours_deau.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import du MNT de la zone de Grenoble et des alentours :" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'driver': 'GTiff', 'dtype': 'float32', 'nodata': 3.4028234663852886e+38, 'width': 2393, 'height': 2000, 'count': 1, 'crs': CRS.from_epsg(2154), 'transform': Affine(22.625939867401588, 0.0, 876147.6561479433,\n", " 0.0, -27.206653628468978, 6496734.7862259)}\n" ] } ], "source": [ "mnt = rio.open('../data/DEM_N245E395_l93.tif')\n", "print(mnt.meta)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "show(mnt)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Étapes nécessaires pour l'affichage du profil en long du *Canal du Furon* :" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[(0, 1425.7377), (437, 1362.941), (874, 1312.1956), (1311, 1290.5577), (1748, 1225.8474), (2185, 1164.4419), (2622, 1124.573), (3059, 1111.7539), (3496, 1051.6694), (3933, 1022.22516), (4370, 1004.3961), (4807, 981.4957), (5244, 971.6164), (5681, 967.7894), (6118, 955.43756), (6555, 970.6986), (6992, 973.53284), (7429, 966.6809), (7866, 956.42053), (8303, 911.60754), (8740, 898.0838), (9177, 897.07367), (9614, 890.5755), (10051, 885.98413), (10488, 879.15765), (10925, 879.4802), (11362, 853.3081), (11799, 848.3095), (12236, 833.22424), (12673, 785.61456), (13110, 752.5231), (13547, 711.05975), (13984, 678.70056), (14421, 604.9606), (14858, 556.44476), (15295, 534.45703), (15732, 545.5055), (16169, 393.02655), (16606, 334.85504), (17043, 229.89719), (17480, 208.64926), (17917, 205.8491), (18354, 208.43661), (18791, 203.1874), (19228, 203.81535), (19665, 202.07422), (20102, 202.07265), (20539, 200.99963), (20976, 202.91989), (21413, 198.85019)]\n" ] } ], "source": [ "# On récupère une référence à l'entité avec le toponyme \"Canal du Furon\"\n", "canal_furon = cours_deau[cours_deau.TOPONYME == 'Canal du Furon'].iloc[0]\n", "# On stocke sa géomtrie dans une variable\n", "geom_canal_furon = canal_furon['geometry']\n", "\n", "# geom est la géométrie récupérée plus tôt\n", "length = geom_canal_furon.length\n", "\n", "# combien de points :\n", "nb_points = 50 \n", "\n", "# quelle distance entre les points :\n", "step = length / (nb_points - 1)\n", "\n", "# Deux listes, pour stocker les distances à la source\n", "# et les coordonnées \n", "dists = []\n", "coords = []\n", "\n", "# On génère des points à `step` distance de la source,\n", "# le long de la géométrie du cours d'eau\n", "for dist in range(0, int(length), int(step)):\n", " # On calcul la position du point\n", " pt = geom_canal_furon.interpolate(dist)\n", " # Récupération des coordonnées du points sous forme d'un tuple :\n", " c = pt.coords[0]\n", " # On ajoute le résultat\n", " coords.append(c)\n", " dists.append(dist)\n", "\n", "# Liste qui va contenir le résultat final,\n", "# sous forme de tuple de 2 éléments (distance à la source, altitude)\n", "result = []\n", "\n", "# On donne une liste de coordonnées la méthode \"sample\"\n", "# de notre mnt, et on parcours le résultat\n", "for i, value in enumerate(mnt.sample(coords)):\n", " result.append((dists[i], value[0]))\n", "\n", "print(result)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Affichons le graphique correspondant" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot([i[0] for i in result], [i[1] for i in result])\n", "plt.title('Profil en long du Canal du Furon')\n", "plt.xlabel('Distance à la source')\n", "plt.ylabel('Altitude')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exercice 1\n", "\n", "Soit la variable `nom_cours_deau` définie ci-dessous.\n", "Copiez le code précédent et adaptez le afin de créez le profil en long du cours d'eau dont le nom est stocké dans la variable `nom_cours_deau` (vous devez donc utiliser cette variable pour extraire la géomtrie du cours d'eau d'intérêt, ainsi que pour définir le titre du graphique à créer).\n", "\n", "Essayez de change la couleur de la ligne qui est dessinée si vous le souhaitez ! (indice : [une recherche sur un moteur de recherche](https://www.qwant.com/?q=matplotlib+change+color+line&t=web) - `matplotlib` est une bibliothèque très populaire et il est aisé de trouver des informations à son sujet sur le Web)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "nom_cours_deau = 'le Guiers Vif'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exercice 2\n", "\n", "Soit la variable `noms` définie ci-dessous. Elle contient une liste de noms de cours d'eau.\n", "Faites une boucle parcourant cette liste afin de créez le profil en long de chacun des cours d'eau qui y figure.\n", "\n", "Grâce à l'exemple fourni et grâce à l'exercice 1, vous devrez avoir identifié quelle partie du code peut-être réutilisé. N'hésitez pas à l'emballer dans une fonction que vous pourrez nommer `affiche_profil` et qui prendra un argument, le nom du cours d'eau." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "noms = [\n", " 'le Guiers Vif',\n", " 'Canal de l\\'Herretang',\n", " 'Torrent du Manival',\n", " 'Ruisseau du Canard',\n", " 'la Fure',\n", "]" ] } ], "metadata": { "kernelspec": { "display_name": "env-quarto", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 2 }