mirror of
https://github.com/Unidata/python-awips.git
synced 2025-02-24 06:57:56 -05:00
159 lines
235 KiB
Text
159 lines
235 KiB
Text
{
|
|
"cells": [
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"The Geostationary Lightning Mapper, or GLM, on board GOES-R Series spacecraft, is the first operational lightning mapper flown in geostationary orbit. GLM detects the light emitted by lightning at the tops of clouds day and night and collects information such as the frequency, location and extent of lightning discharges. The instrument measures total lightning, both in-cloud and cloud-to-ground, to aid in forecasting developing severe storms and a wide range of high-impact environmental phenomena including hailstorms, microburst winds, tornadoes, hurricanes, flash floods, snowstorms and fires.\n",
|
|
"\n",
|
|
"AWIPS GLM point data are available in three formats\n",
|
|
"\n",
|
|
"* `GLMev` Events\n",
|
|
"* `GLMfl` Flashes\n",
|
|
"* `GLMgr` Groups\n",
|
|
"\n",
|
|
"and with seven attributes:\n",
|
|
"\n",
|
|
"* height\n",
|
|
"* intensity\n",
|
|
"* msgType\n",
|
|
"* pulseCount\n",
|
|
"* pulseIndex\n",
|
|
"* sensorCount\n",
|
|
"* strikeType\n",
|
|
"\n",
|
|
"\n",
|
|
"## GLM Sources and Parameters"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 1,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"available sources:\n",
|
|
"['GLMgr', 'GLMfl', 'GLMev']\n",
|
|
"\n",
|
|
"available parameters:\n",
|
|
"['height', 'intensity', 'msgType', 'pulseCount', 'pulseIndex', 'sensorCount', 'strikeType']\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"from awips.dataaccess import DataAccessLayer\n",
|
|
"import cartopy.crs as ccrs\n",
|
|
"import cartopy.feature as cfeat\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
|
|
"import numpy as np\n",
|
|
"import datetime\n",
|
|
"\n",
|
|
"%matplotlib inline\n",
|
|
"\n",
|
|
"# Create an EDEX data request\n",
|
|
"DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n",
|
|
"request = DataAccessLayer.newDataRequest(\"binlightning\")\n",
|
|
"\n",
|
|
"# Show available sources\n",
|
|
"sources = DataAccessLayer.getIdentifierValues(request, \"source\")\n",
|
|
"print(\"available sources:\")\n",
|
|
"print(list(sources))\n",
|
|
"print(\"\")\n",
|
|
"availableParms = DataAccessLayer.getAvailableParameters(request)\n",
|
|
"availableParms.sort()\n",
|
|
"print(\"available parameters:\")\n",
|
|
"print(list(availableParms))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 2,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"request.addIdentifier(\"source\", \"GLMgr\")\n",
|
|
"request.setParameters(\"intensity\")\n",
|
|
"times = DataAccessLayer.getAvailableTimes(request)\n",
|
|
"response = DataAccessLayer.getGeometryData(request, [times[-1]])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"glm_points=[]\n",
|
|
"for ob in response:\n",
|
|
" glm_points.append(ob.getGeometry())"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"metadata": {
|
|
"scrolled": true
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.collections.PathCollection at 0x12149ccc0>"
|
|
]
|
|
},
|
|
"execution_count": 4,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": "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\n",
|
|
"text/plain": [
|
|
"<Figure size 1152x1152 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# Plot markers\n",
|
|
"fig, ax = plt.subplots(figsize=(16,16),\n",
|
|
" subplot_kw=dict(\n",
|
|
" projection=ccrs.Orthographic(central_longitude=-90.0)))\n",
|
|
"ax.coastlines(resolution='50m')\n",
|
|
"ax.gridlines()\n",
|
|
"ax.scatter([point.x for point in glm_points],\n",
|
|
" [point.y for point in glm_points],\n",
|
|
" transform=ccrs.Geodetic(),marker=\"+\",facecolor='red')"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"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": "3.6.6"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 1
|
|
}
|