{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Taylor Diagram: Usage Example\n", "\n", "This notebook generates a Taylor Diagram using PMP from random sample data.\n", "\n", "Reference for Taylor Diagram:\n", "Taylor, K. E. (2001), Summarizing multiple aspects of model performance in a single diagram, J. Geophys. Res., 106(D7), 7183–7192, http://dx.doi.org/10.1029/2000JD900719\n", "\n", "Written by Jiwoo Lee (LLNL/PCMDI)\n", "\n", "Last update: 2022. 10\n", "\n", "Table of Contents \n", "\n", "1. Generate a sample dataset\n", "2. Plot Taylor Diagram\n", " - 2.1 Basic example with labeling all models\n", " - 2.2 Normalize standard deviation\n", " - 2.3 Some customizations\n", " - 2.4 Group models and label by the group\n", " - 2.5 Add model-comparing arrows\n", " - 2.6 Multi-panel plot" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Generate a sample dataset \n", "
\n", "\n", "Presume a sample dataset from 10 models." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "stddev = np.random.uniform(low=1, high=10, size=(10,)) # Generate 10 random numbers between 1 and 10\n", "corrcoeff = np.random.uniform(low=0.5, high=1, size=(10,)) # Generate 10 random numbers between 0.5 and 1\n", "refstd = 5\n", "models = ['model '+str(i) for i in range(1,11)]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Plot Taylor Diagram \n", "\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "from pcmdi_metrics.graphics import TaylorDiagram" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Usage of `TaylorDiagram` function:\n", " \n", " \n", "Parameters\n", "----------\n", " stddev : numpy.ndarray\n", " an array of standard deviations\n", " corrcoef : numpy.ndarray\n", " an array of correlation coefficients\n", " refstd : float\n", " the reference standard deviation\n", " fig : matplotlib figure, optional\n", " the matplotlib figure\n", " rect : a 3-digit integer, optional\n", " ax subplot rect, , default is 111, which indicate the figure has 1 row, 1 column, and this plot is the first plot.\n", " https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplot.html\n", " https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_subplot\n", " title : string, optional\n", " title for the plot\n", " titleprops_dict : dict, optional\n", " title property dict (e.g., fontsize)\n", " cmap : string, optional\n", " a name of matplotlib colormap\n", " https://matplotlib.org/stable/gallery/color/colormap_reference.html\n", " colors : array, optional\n", " an array or list of colors for each element of the input arrays\n", " if colors is given, it will override cmap\n", " normalize : bool, optional\n", " disable to skip normalization of the standard deviation\n", " default is False\n", " labels : list, optional\n", " list of text for labels\n", " markers : list, optional\n", " list of marker type\n", " markersizes : list, optional\n", " list of integer for marker size\n", " closed_marker : bool, optional\n", " closed marker or opened marker\n", " default - True\n", " markercloses : list of bool, optional\n", " When closed_marker is False but you still want to have a few closed markers among opened markers, provide list of True (close) or False (open)\n", " default - None\n", " zorders : list, optional\n", " list of integer for zorder\n", " ref_label : str, optional\n", " label for reference data\n", " smax : int or float, optional\n", " maximum of axis range for (normalized) standard deviation\n", " compare_models : list of tuples, optional\n", " list of pair of two models to compare by showing arrows\n", " arrowprops_dict: dict, optional\n", " dict for matplotlib annotation arrowprops for compare_models arrow\n", " See https://matplotlib.org/stable/tutorials/text/annotations.html for details\n", " annotate_text : string, optional\n", " text to place at the begining of the comparing arrow\n", " radial_axis_title : string, optional\n", " axis title for radial axis\n", " default - Standard deviation (when normalize=False) or Normalized standard deviation (when normalize=True)\n", " angular_axis_title : string, optional\n", " axis title for angular axis\n", " default - Correlation\n", " grid : bool, optional\n", " grid line in plot\n", " default - True\n", " debug : bool, optional\n", " default - False\n", " if true print some interim results for debugging purpose\n", "\n", "Return\n", "------\n", " fig : matplotlib figure\n", " the matplotlib figure\n", " ax : matplotlib axis\n", " the matplotlib axis" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.1 Basic example with labeling all models \n", "\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0.98, 'Example Taylor Diagram')" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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