{ "cells": [ { "cell_type": "markdown", "id": "8001be28-df8f-45a5-a3bc-5140d8dc36ab", "metadata": {}, "source": [ "# Ternary Plots\n", "\n", "https://mpltern.readthedocs.io/en/latest/\n", "\n", "`pip install mpltern`" ] }, { "cell_type": "code", "execution_count": 1, "id": "6fa7d0e9-81f4-4109-be2b-1b021e900024", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "import matplotlib.pyplot as plt\n", "from mpltern.datasets import get_triangular_grid" ] }, { "cell_type": "code", "execution_count": 2, "id": "0bc6062a-12ae-4c46-a1d7-9ddfe20e7a54", "metadata": {}, "outputs": [], "source": [ "plt.rcParams[\"figure.figsize\"] = (8, 8)" ] }, { "cell_type": "code", "execution_count": 3, "id": "d3a8d0a2-fbd1-43c3-b8f0-bcb566ecd691", "metadata": {}, "outputs": [], "source": [ "data = [\n", " (0.219, 0.03, 0.752, 'Point 1'),\n", " (0.608, 0.114, 0.278, 'Point 2'),\n", "]\n", "\n", "descriptions = ['Direktabfluss', 'Grundwasserneubildung', 'Verdunstung']\n", "\n", "colors = ['C0', 'C1', 'C2']\n", "\n", "ARROW_WIDTH = 0.01\n", "TEXT_OFFSET = 0.03\n", "\n", "def ternary_plot(data, descriptions, colors, output='ternary_water.png', grid=False):\n", " c0, c1, c2 = colors\n", " top, left, right = descriptions\n", " format = '{x:.0f} %'\n", " position = 'tick1'\n", " \n", " ax = plt.subplot(projection=\"ternary\", ternary_sum=100.0)\n", "\n", " if grid:\n", " ax.grid()\n", " \n", " ax.taxis.set_tick_params(tick2On=True, colors=c0, grid_color=c0)\n", " ax.laxis.set_tick_params(tick2On=True, colors=c1, grid_color=c1)\n", " ax.raxis.set_tick_params(tick2On=True, colors=c2, grid_color=c2)\n", " \n", " ax.taxis.set_major_formatter(format)\n", " ax.laxis.set_major_formatter(format)\n", " ax.raxis.set_major_formatter(format)\n", " \n", " ax.set_tlabel(top)\n", " ax.set_llabel(left)\n", " ax.set_rlabel(right)\n", " \n", " ax.taxis.set_label_position(position)\n", " ax.laxis.set_label_position(position)\n", " ax.raxis.set_label_position(position)\n", " \n", " ax.taxis.label.set_color(c0)\n", " ax.laxis.label.set_color(c1)\n", " ax.raxis.label.set_color(c2)\n", " \n", " for t, l, r, text in data:\n", " ax.arrow(t, 0, l + r, 0, +l, -l, width=ARROW_WIDTH, length_includes_head=True, color=c0)\n", " ax.arrow(t + r, l, 0, -r, 0, +r, width=ARROW_WIDTH, length_includes_head=True, color=c1)\n", " ax.arrow(0, l + t, r, +t, -t, 0, width=ARROW_WIDTH, length_includes_head=True, color=c2)\n", " ax.scatter(t, l, r, c='k')\n", " ax.text(t, l + TEXT_OFFSET, r - TEXT_OFFSET, text, ha='right', va='center')\n", " \n", " plt.savefig(output)\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "id": "a3405e88-401f-4c1b-829e-c5b4c41603f4", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ternary_plot(data, descriptions, colors)" ] }, { "cell_type": "code", "execution_count": 5, "id": "69463388-85a5-4d6a-bcdc-a406cbed0773", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ternary_plot(data, descriptions, ['#555555', '#555555', '#555555'], 'ternary_water_gray.png')" ] }, { "cell_type": "code", "execution_count": 6, "id": "f816cd01-e93a-43fd-a0aa-5252f3a62339", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib.ticker import AutoMinorLocator, MultipleLocator\n", "from matplotlib._cm import _Set3_data\n", "from mpltern.datasets import soil_texture_classes\n", "\n", "\n", "def calculate_centroid(vertices):\n", " \"\"\"Calculte the centroid of a polygon.\n", "\n", " https://en.wikipedia.org/wiki/Centroid#Of_a_polygon\n", "\n", " Parameters\n", " ----------\n", " vertices : (n, 2) np.ndarray\n", " Vertices of a polygon.\n", "\n", " Returns\n", " -------\n", " centroid : (2, ) np.ndarray\n", " Centroid of the polygon.\n", " \"\"\"\n", " roll0 = np.roll(vertices, 0, axis=0)\n", " roll1 = np.roll(vertices, 1, axis=0)\n", " cross = np.cross(roll0, roll1)\n", " area = 0.5 * np.sum(cross)\n", " return np.sum((roll0 + roll1) * cross[:, None], axis=0) / (6.0 * area)\n", "\n", "\n", "def plot_soil_texture_classes(ax):\n", " \"\"\"Plot soil texture classes.\"\"\"\n", " classes = soil_texture_classes\n", "\n", " for (key, value), color in zip(classes.items(), _Set3_data):\n", " tn0, tn1, tn2 = np.array(value).T\n", " patch = ax.fill(tn0, tn1, tn2, ec=\"k\", fc=color, alpha=0.6, zorder=2.1)\n", " centroid = calculate_centroid(patch[0].get_xy())\n", "\n", " # last space replaced with line break\n", " label = key[::-1].replace(\" \", \"\\n\", 1)[::-1].capitalize()\n", "\n", " ax.text(\n", " centroid[0],\n", " centroid[1],\n", " label,\n", " ha=\"center\",\n", " va=\"center\",\n", " transform=ax.transData,\n", " )\n", "\n", " ax.taxis.set_major_locator(MultipleLocator(10.0))\n", " ax.laxis.set_major_locator(MultipleLocator(10.0))\n", " ax.raxis.set_major_locator(MultipleLocator(10.0))\n", "\n", " ax.taxis.set_minor_locator(AutoMinorLocator(2))\n", " ax.laxis.set_minor_locator(AutoMinorLocator(2))\n", " ax.raxis.set_minor_locator(AutoMinorLocator(2))\n", "\n", " ax.grid(which=\"both\")\n", "\n", " ax.set_tlabel(\"Clay (%)\")\n", " ax.set_llabel(\"Sand (%)\")\n", " ax.set_rlabel(\"Silt (%)\")\n", "\n", " ax.taxis.set_ticks_position(\"tick2\")\n", " ax.laxis.set_ticks_position(\"tick2\")\n", " ax.raxis.set_ticks_position(\"tick2\")\n", "\n", "\n", "def main():\n", " \"\"\"Main\"\"\"\n", " ax = plt.subplot(projection=\"ternary\", ternary_sum=100.0)\n", " plot_soil_texture_classes(ax)\n", " # add plot here on top of USDA soil texture classes with zorder of e.g. 2.5\n", " plt.savefig('soils.png')\n", " plt.show()\n", "\n", "\n", "if __name__ == \"__main__\":\n", " main()" ] }, { "cell_type": "markdown", "id": "3859fc06-0ff6-447e-86a3-9dc25279729e", "metadata": {}, "source": [ "## Beispiel für Katja" ] }, { "cell_type": "code", "execution_count": 7, "id": "1e5ef6b1-c473-4a9a-aa39-ce8b8bebf20f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "data = [\n", " (0.608, 0.114, 0.278, 'Hallo'),\n", " (0.219, 0.03, 0.752, 'Katja'),\n", "]\n", "\n", "ternary_plot(data, descriptions, ['#26547c', '#ef476f', '#ffd166'], 'ternary_katja.png')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.11.0" } }, "nbformat": 4, "nbformat_minor": 5 }