python-awips/examples/notebooks/NEXRAD_Level3_Radar.ipynb

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2018-10-17 11:03:04 -06:00
{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"This example plots NEXRAD 3 algorithm, precipitation, and derived products (not base data)."
]
},
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{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['134', '135', '138', '141', '159', '161', '163', '165', '166', '169', '170', '171', '172', '173', '174', '175', '176', '177', '19', '20', '27', '32', '37', '41', '56', '57', '58', '78', '80', '81', '94', '99']\n",
"['Composite Refl', 'Correlation Coeff', 'Diff Reflectivity', 'Digital Hybrid Scan Refl', 'Digital Inst Precip Rate', 'Digital Precip Array', 'Digital Vert Integ Liq', 'Echo Tops', 'Enhanced Echo Tops', 'Hybrid Hydrometeor Class', 'Hydrometeor Class', 'Melting Layer', 'Mesocyclone', 'One Hour Accum', 'One Hour Diff', 'One Hour Precip', 'One Hour Unbiased Accum', 'Reflectivity', 'Specific Diff Phase', 'Storm Rel Velocity', 'Storm Total Accum', 'Storm Total Diff', 'Storm Total Precip', 'Storm Track', 'User Select Accum', 'Velocity', 'Vert Integ Liq']\n"
]
}
],
"source": [
"import warnings\n",
"from awips.dataaccess import DataAccessLayer\n",
"import matplotlib.pyplot as plt\n",
"import cartopy.crs as ccrs\n",
"import numpy as np\n",
"from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
"%matplotlib inline\n",
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"\n",
"DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n",
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"request = DataAccessLayer.newDataRequest(\"radar\")\n",
"available_locs = DataAccessLayer.getAvailableLocationNames(request)\n",
"available_locs.sort()\n",
"list(available_locs)\n",
"request.setLocationNames(\"kmhx\")\n",
"availableParms = DataAccessLayer.getAvailableParameters(request)\n",
"availableParms.sort()\n",
"#list(availableParms)\n",
"\n",
"productIDs = DataAccessLayer.getRadarProductIDs(availableParms)\n",
"productNames = DataAccessLayer.getRadarProductNames(availableParms)\n",
"print(productIDs)\n",
"print(productNames)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:37:23\n",
"Name : kmhx_0.0_464_464\n",
"Prod : Composite Refl\n",
"Range: 5.0 to 50.0 (Unit : dBZ )\n",
"Size : (464, 464)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"No levels found for Correlation Coeff\n",
"No levels found for Diff Reflectivity\n",
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:42:31\n",
"Name : kmhx_0.0_230_360_0.0_359.0\n",
"Prod : Digital Hybrid Scan Refl\n",
"Range: -27.5 to 51.5 (Unit : dBZ )\n",
"Size : (230, 360)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:42:31\n",
"Name : kmhx_0.0_920_360_0.0_359.0\n",
"Prod : Digital Inst Precip Rate\n",
"Range: 7.0555557e-09 to 2.3071667e-05 (Unit : m*sec^-1 )\n",
"Size : (920, 360)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:42:31\n",
"Name : kmhx_0.0_13_13\n",
"Prod : Digital Precip Array\n",
"Range: 190.0 to 690.0 (Unit : count )\n",
"Size : (13, 13)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:37:23\n",
"Name : kmhx_0.0_460_360_0.0_359.0\n",
"Prod : Digital Vert Integ Liq\n",
"Range: 0.0 to 18.834518 (Unit : kg*m^-2 )\n",
"Size : (460, 360)\n",
"\n"
]
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAxAAAAMpCAYAAACUjNWYAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAIABJREFUeJzs3XlcTvn///HHqaSoMIgWZMsWapAs2ZdCaEEmRpTGPnZmMMMwwtj3dSxpbNlNJluMpWRpEcYw9j2GLFlazu8PPn7ja2u56iq97rfbdaNz3svzcm7lenXO+xxFVVWEEEIIIYQQIjV0tB1ACCGEEEIIkXNIASGEEEIIIYRINSkghBBCCCGEEKkmBYQQQgghhBAi1aSAEEIIIYQQQqSaFBBCCCGEEEKIVJMCQgghhBBCCJFqUkAIIYQQQgghUk0KCCGEEEIIIUSq6Wk7QEZYWVmpV65c0XYMIYQQQgghPgdXVFW1+lSjHH0G4sqVK6iqKq8sfIWGhmo9g7zkOGSnlxyL7PFKzXFITEzEyMiIfv36YWdnx8uXL9/sK126NOfPn+f777+nSpUqFClSBDs7O8aNG0d0dDQpKSmpzpKYmEhsbCxz587FwcEBU1NTBgwYQFRUVKa9/5s3b1KqVClWrFjx1vakpCT69euHjY0NV69ezTbHIitfp06dolChQly/fl3rWbL6ld2ORW595aTjAJRKzWfwHH0GQgghhEgtXV1dkpKSmDx5Mh4eHvj7+/PDDz+gqq8+gFtYWNC1a1fMzMxwcXGhVKn3/z/6559/MmXKFJKTk9HT03vn9fjxY+7cucPdu3e5e/cuiYmJbNmyhTt37rB27dpMeW9mZmbs3LmTRo0aYW5uTvPmzd+859mzZzNt2jTq1q3L77//TrVq1TIlQ3YUFRWFs7Mz8+fPx8LCQttxhPhsSAEhhBAiV7hx4waGhobo6emxZMkS7OzsaNu2LaampuTLlw9DQ0MqVqxIxYoV39v/2bNnjBo1inXr1jFx4kRMTU1JSkp665WYmIiJiQmmpqZvXsbGxiiKkunvr1KlSgQFBeHu7s6uXbuwtbUFQFEUhg4dSokSJWjWrBm//fYbzZo1y/Q82hATE0NCQgJmZmbcunWL9u3bM3fuXDw8PLQdTYjPihQQQgghcoV169bh6uqKvr4+FhYW/PLLL3h7e1O5cmW6du360b7Hjx/n66+/pmrVqsTExFC4cOEsSp02jo6OzJs3jzZt2nDkyBFKliz5Zl+nTp0wMzOjQ4cOeHl5MXDgwLf252Th4eGMGzeO06dPY2Zmxs2bN3n8+DErV66kXbt22o4nxGcnR6+BEEIIIT4lMTGRwMBAZs6ciZeX15vtX3/9NSVKlODo0aNMnDjxvX2TkpIYO3YsrVu35ocffmDdunXZtnj4nw4dOjBkyBCcnZ158ODBW/saNGjAiRMn0NHRwc7Oji5duhAZGamlpBl3/PhxnJ2d6dSpE66urly4cIGjR49y7do1Hj58KMWDEJlECgghhBCfrWXLllG6dGmWLVvGwoULadKkyZt9iqIQGBjIgQMHyJ8//3v7jxkzhtDQUCIjI/H09Myq2Bk2aNAgWrRogaurKy9evHhrn6WlJVOnTuXixYtUr14dFxcXmjVrxh9//PG/RZQ5wtatW2nVqhXt27fn/Pnz+Pn5oa+vr+1YQuQKUkAIIYT4bE2YMIGlS5eyb98+Wrdu/c5+ExMTLC0t39s3IiKCX3/9lfXr12Nubp7ZUTVu2rRpFC1aFG9vb1JSUt7ZX6BAAYYNG8bFixfp1q0bw4cPp1q1aqxYsYLExEQtJE69sLAw/Pz8CA4O5ptvvpHCQYgsJgWEEEKIHOXevXs8e/YsVW1NTEwoXrx4mud4/vw53t7ezJ49m2LFiqW5f3ago6NDQEAAFy5cYN26dR9sp6+vT9euXYmOjmbatGksX76cZs2acffu3SxMmzZRUVG4urpSs2ZNbUcRIleSAkIIIUSO0qZNG4oUKYKLiwuLFi3i+vXrH2xrYmLCo0eP0jzHjz/+SOXKlenYsWNGomqdgYEBzs7O/P33359sqygKLVq0IDQ0lIYNG1KrVi1OnDiRBSnTLiEh4YOXnQkhMp8UEEIIIXKUZ8+eMXr0aLy8vDh48CC2tracPXuWMWPGcPTo0TeX6zx//pwbN26QN2/eNI0fHh7OypUrmT9/fpbcfjWzWVpafrTI+r90dHT46aefmDFjBk5OTgQEBGRiuvQ5d+4cRkZG2o4hRK4lt3EVQgiRowQFBeHo6MiyZctYvXo1SUlJhISEcPXqVXx9fblz5w6tWrUiMTGRL7/8ktq1a6d67OfPn9O9e3fmzJmDqalpJr6LrGNhYcHmzZvT3M/NzQ1ra2vat29PZGQkU6ZMQU9Pux8bVFXlxx9/5ODBg+zbt0+rWYTIzeQMhBBCiBylfPnybNmyBW9vb44dO4aenh758+fH39+fU6dOERERQa1atdDX12fu3LlpGvuHH36gatWqdOjQIZPSZ720noH4LxsbGyIiIjh9+jQtW7YkMjKS48ePc/DgQXbt2sW2bdvYsGED//zzj4ZTv0tVVYYPH87WrVs5cOAAZmZmmT6nEOL95AyEEEKIHMfBwYGlS5fSrl07Dh48+NY+Kysr+vbtm+Yxw8LCCAgIICYmRlMxswVLS0tu3LiR7v5ffPEFwcHBjBkzBi8vLwwNDTEwMMDQ0BBDQ0N0dXXp16/fm3Upjo6OJCcno6urq8F3AXPmzGHPnj2EhobyxRdfaHRsIUTaSAEhhBAiR2rXrh03b97E2dmZ+fPnZ3i86dOnM2bMGIoWLaqBdNnHF198wbNnz3j69Gm6Fx7r6uoyceLEDz5wLyUlhYiICLZv386VK1cwNzdnyJAh9O/fH0NDw4zEByA6Oprx48cTHh4uxYMQ2YBcwiSEECLH6t27N+7u7ly4cIGEhIQMjWVmZvbOQ9c+B4qiYGFhkaGzEJ+io6ODg4MDP//8M5UrV2b//v2Eh4dToUIFVq5cSXJycrrHTkhIwNPTk+nTp1O2bFkNphZCpJcUEEIIIXK0iRMnkjdvXho2bMiBAwfSPY61tXWqbneaE2VkHUR6VKpUiU2bNrFmzRoWLVrEl19+SUhISLrGGjx4MDVq1KBr164aTimESC8pIIQQQuRoiqJQunRpvv32W7p3746TkxMnT55M8zjW1tacP38+ExJqX0bXQaRXvXr1OHz4MD/++COdOnXi6NGjaeq/adMmdu/erZFL1IQQmiMFhBBCiM9Cly5d+Ouvv3BxcaF169b4+/unqX/58uXfewbiwYMHzJ07F1VVNRU1y2X1GYj/UhQFFxcXkpOTsba2TnW/69ev07t3bwIDAzExMcnEhEKItJICQgghxGdDX1+fvn37sn79erZu3ZqmviVLliQuLu6ttRShoaFUr16d/v375+gCwsLCQmsFBEBkZCSlS5emUKFCqWqfnJxMly5d+Pbbb3FwcMjkdEKItJICQgghxGenfPnyXLhwIU19dHV1KVOmDBcuXODly5eMGDGCLl26MHXqVIyNjdHRybn/ZVpaWnLp0iWtzX/w4EEcHR1T3X7SpEkoisKIESMyMZUQIr1y7k9DIYQQ4gOKFSvGixcvePDgQZr6lS9fnm3btuHg4MBff/1FVFQUFStWTPVvzrOrhg0bEhkZSXh4uFbmT0sBER4ezuzZswkICND4sySEEJohBYQQQogcp1mzZhQoUIBZs2bx/Pnzt/YlJyczfPhwihUrhr6+fprGtba2xt/fn169erFlyxaKFi3KuHHj6N27tybjZ7kvvviCmTNn4uPjk+W3qlVVlUOHDlG/fv1Pto2Pj+err75i4cKFWFpaZkE6IUR6aKyAUBTFQFGUCEVRohVFOa0oyrjX25soinJSUZRYRVFWKoqi93q7jqIoqxRFOaIoSpXX2xopiqIqiuLyn3F3KIrSSFM5hRBC5HylSpWiRIkS7Nu3j3LlyhEXF/fmjEPr1q2JjIwkIiIizQ9OGzp0KGfOnMHPzw9FUTh8+DDHjh3j22+/zaR3knU6dux
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:37:23\n",
"Name : kmhx_0.0_116_116\n",
"Prod : Echo Tops\n",
"Range: 0.0 to 12192.0 (Unit : m )\n",
"Size : (116, 116)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:37:23\n",
"Name : kmhx_0.0_346_360_0.0_359.0\n",
"Prod : Enhanced Echo Tops\n",
"Range: nan to nan (Unit : m )\n",
"Size : (346, 360)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:42:31\n",
"Name : kmhx_0.0_920_360_0.0_359.0\n",
"Prod : Hybrid Hydrometeor Class\n",
"Range: 1.0 to 14.0 (Unit : count )\n",
"Size : (920, 360)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"No levels found for Hydrometeor Class\n",
"No levels found for Melting Layer\n",
"\n",
"Recs : 0\n",
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:42:31\n",
"Name : kmhx_0.0_115_360_359.0_359.0\n",
"Prod : One Hour Accum\n",
"Range: 0.0 to 0.0127 (Unit : m )\n",
"Size : (115, 360)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:42:31\n",
"Name : kmhx_0.0_920_360_0.0_359.0\n",
"Prod : One Hour Diff\n",
"Range: -0.008382 to 0.0027720002 (Unit : m )\n",
"Size : (920, 360)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:42:31\n",
"Name : kmhx_0.0_115_360_359.0_359.0\n",
"Prod : One Hour Precip\n",
"Range: 0.0 to 0.0127 (Unit : m )\n",
"Size : (115, 360)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:42:31\n",
"Name : kmhx_0.0_920_360_0.0_359.0\n",
"Prod : One Hour Unbiased Accum\n",
"Range: 2.5775646e-05 to 0.017472787 (Unit : m )\n",
"Size : (920, 360)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"No levels found for Reflectivity\n",
"No levels found for Specific Diff Phase\n",
"No levels found for Storm Rel Velocity\n",
"\n",
"Recs : 2\n",
"Time : 2018-10-17 16:42:31\n",
"Name : kmhx_0.0_920_360_0.0_359.0\n",
"Prod : Storm Total Accum\n",
"Range: 0.000508 to 0.082804 (Unit : m )\n",
"Size : (920, 360)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:42:31\n",
"Name : kmhx_0.0_920_360_0.0_359.0\n",
"Prod : Storm Total Diff\n",
"Range: -0.08255 to 0.019499999 (Unit : m )\n",
"Size : (920, 360)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Recs : 2\n",
"Time : 2018-10-17 16:42:31\n",
"Name : kmhx_0.0_116_360_0.0_359.0\n",
"Prod : Storm Total Precip\n",
"Range: 0.0 to 0.088392 (Unit : m )\n",
"Size : (116, 360)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Recs : 0\n",
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:11:08\n",
"Name : kmhx_0.0_920_360_0.0_359.0\n",
"Prod : User Select Accum\n",
"Range: 2.5399999e-05 to 0.033959802 (Unit : m )\n",
"Size : (920, 360)\n",
"\n"
]
},
{
"data": {
"image/png": "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
"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"No levels found for Velocity\n",
"\n",
"Recs : 1\n",
"Time : 2018-10-17 16:42:31\n",
"Name : kmhx_0.0_116_116\n",
"Prod : Vert Integ Liq\n",
"Range: 1.0 to 20.0 (Unit : kg*m^-2 )\n",
"Size : (116, 116)\n",
"\n"
]
},
{
"data": {
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"text/plain": [
"<Figure size 1152x1152 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"warnings.filterwarnings(\"ignore\",category =RuntimeWarning)\n",
"\n",
"def make_map(bbox, projection=ccrs.PlateCarree()):\n",
" fig, ax = plt.subplots(figsize=(16, 16),\n",
" subplot_kw=dict(projection=projection))\n",
" ax.set_extent(bbox)\n",
" ax.coastlines(resolution='50m')\n",
" gl = ax.gridlines(draw_labels=True)\n",
" gl.top_labels = gl.right_labels = False\n",
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" gl.xformatter = LONGITUDE_FORMATTER\n",
" gl.yformatter = LATITUDE_FORMATTER\n",
" return fig, ax\n",
"\n",
"nexrad_data = {}\n",
"\n",
"for prod in productNames:\n",
" \n",
" request.setParameters(prod)\n",
" availableLevels = DataAccessLayer.getAvailableLevels(request)\n",
" if availableLevels:\n",
" request.setLevels(availableLevels[0])\n",
" else:\n",
" print(\"No levels found for \" + prod)\n",
" continue\n",
"\n",
" cycles = DataAccessLayer.getAvailableTimes(request, True)\n",
" times = DataAccessLayer.getAvailableTimes(request)\n",
"\n",
" if times:\n",
" print()\n",
" response = DataAccessLayer.getGridData(request, [times[-1]])\n",
" print(\"Recs : \", len(response))\n",
" \n",
" if response:\n",
" grid = response[0]\n",
" else:\n",
" continue\n",
" data = grid.getRawData()\n",
" lons, lats = grid.getLatLonCoords()\n",
"\n",
" nexrad_data[prod] = data\n",
" \n",
" print('Time :', str(grid.getDataTime()))\n",
" flat = np.ndarray.flatten(data)\n",
" print('Name :', str(grid.getLocationName()))\n",
" print('Prod :', str(grid.getParameter()))\n",
" print('Range:' , np.nanmin(flat), \" to \", np.nanmax(flat), \" (Unit :\", grid.getUnit(), \")\")\n",
" print('Size :', str(data.shape))\n",
" print()\n",
"\n",
" cmap = plt.get_cmap('rainbow')\n",
" bbox = [lons.min()-0.5, lons.max()+0.5, lats.min()-0.5, lats.max()+0.5]\n",
" fig, ax = make_map(bbox=bbox)\n",
" cs = ax.pcolormesh(lons, lats, data, cmap=cmap)\n",
" cbar = fig.colorbar(cs, extend='both', shrink=0.5, orientation='horizontal')\n",
" cbar.set_label(grid.getParameter() +\" \" + grid.getLevel() + \" \" \\\n",
" + grid.getLocationName() + \" (\" + prod + \"), (\" + grid.getUnit() + \") \" \\\n",
" + \"valid \" + str(grid.getDataTime().getRefTime()))\n",
" plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
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"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"
},
"toc": {
"base_numbering": 1,
"nav_menu": {},
"number_sections": true,
"sideBar": true,
"skip_h1_title": false,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": false,
"toc_position": {},
"toc_section_display": true,
"toc_window_display": false
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}
},
"nbformat": 4,
"nbformat_minor": 1
}