diff --git a/notebooks/pyart/pyart-processing.ipynb b/notebooks/pyart/pyart-processing.ipynb index 671a8e0..45e202a 100644 --- a/notebooks/pyart/pyart-processing.ipynb +++ b/notebooks/pyart/pyart-processing.ipynb @@ -26,7 +26,33 @@ "cell_type": "code", "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/store/msrad/utils/anaconda3-wolfensb/envs/rainforest_tests/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "## You are using the Python ARM Radar Toolkit (Py-ART), an open source\n", + "## library for working with weather radar data. Py-ART is partly\n", + "## supported by the U.S. Department of Energy as part of the Atmospheric\n", + "## Radiation Measurement (ARM) Climate Research Facility, an Office of\n", + "## Science user facility.\n", + "##\n", + "## If you use this software to prepare a publication, please cite:\n", + "##\n", + "## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119\n", + "\n" + ] + } + ], "source": [ "# Imports\n", "\n", @@ -298,7 +324,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -333,8 +359,8 @@ "import matplotlib as mpl\n", "\n", "labels = ['NC','AG', 'CR', 'LR', 'RP', 'RN', 'VI', 'WS', 'MH', 'IH/HDG']\n", - "ticks = np.arange(len(labels))\n", - "boundaries = np.arange(-0.5, len(labels) )\n", + "ticks = np.arange(len(labels)) + 1\n", + "boundaries = np.arange(0.5, len(labels)+1)\n", "norm = mpl.colors.BoundaryNorm(boundaries, 256)\n", "\n", "cax = display.plot_ppi('radar_echo_classification', 0, ax = ax, gatefilter = gtfilter,\n", @@ -401,7 +427,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 11,