mirror of
https://github.com/Unidata/python-awips.git
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164 lines
200 KiB
Text
164 lines
200 KiB
Text
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"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",
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"\n",
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"AWIPS GLM point data are available in three formats\n",
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"\n",
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"* `GLMev` - Events\n",
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"* `GLMfl` - Flashes\n",
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"* `GLMgr` - Groups\n",
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"\n",
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"and with seven attributes:\n",
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"\n",
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"* height\n",
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"* intensity\n",
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"* msgType\n",
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"* pulseCount\n",
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"* pulseIndex\n",
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"* sensorCount\n",
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"* strikeType\n",
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"\n",
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"\n",
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"## GLM Sources and Parameters"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"available sources:\n",
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"[b'GLMev', b'GLMfl', b'GLMgr']\n",
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"\n",
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"available parameters:\n",
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"[b'height', b'intensity', b'msgType', b'pulseCount', b'pulseIndex', b'sensorCount', b'strikeType']\n"
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]
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}
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],
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"source": [
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"from awips.dataaccess import DataAccessLayer\n",
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"import cartopy.crs as ccrs\n",
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"import cartopy.feature as cfeat\n",
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"import matplotlib.pyplot as plt\n",
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"from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
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"import numpy as np\n",
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"import datetime\n",
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"\n",
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"# Create an EDEX data request\n",
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"DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n",
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"request = DataAccessLayer.newDataRequest()\n",
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"request.setDatatype(\"binlightning\")\n",
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"\n",
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"# Show available sources\n",
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"sources = DataAccessLayer.getIdentifierValues(request, \"source\")\n",
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"print(\"available sources:\")\n",
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"print(list(sources))\n",
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"print(\"\")\n",
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"availableParms = DataAccessLayer.getAvailableParameters(request)\n",
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"availableParms.sort()\n",
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"print(\"available parameters:\")\n",
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"print(list(availableParms))"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"request.addIdentifier(\"source\", \"GLMev\")\n",
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"request.setParameters(\"intensity\")\n",
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"times = DataAccessLayer.getAvailableTimes(request)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {
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"scrolled": true
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"<matplotlib.collections.PathCollection at 0x13229a2e8>"
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]
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},
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"execution_count": 3,
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"metadata": {},
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"output_type": "execute_result"
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},
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{
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"data": {
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\n",
|
||
"text/plain": [
|
||
"<Figure size 1152x1152 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {
|
||
"needs_background": "light"
|
||
},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"%matplotlib inline\n",
|
||
"def make_map(bbox, projection=ccrs.Orthographic(central_longitude=-90.0)):\n",
|
||
" fig, ax = plt.subplots(figsize=(16,16),\n",
|
||
" subplot_kw=dict(projection=projection))\n",
|
||
" ax.coastlines(resolution='50m')\n",
|
||
" ax.gridlines()\n",
|
||
" return fig, ax\n",
|
||
"\n",
|
||
"response = DataAccessLayer.getGeometryData(request, times[-20:-10])\n",
|
||
"glm_points=[]\n",
|
||
"for ob in response:\n",
|
||
" avail_params = ob.getParameters()\n",
|
||
" glm_points.append(ob.getGeometry())\n",
|
||
"# Plot markers\n",
|
||
"fig, ax = make_map(bbox=[180,-180,-90,90])\n",
|
||
"ax.scatter([point.x for point in glm_points],\n",
|
||
" [point.y for point in glm_points],\n",
|
||
" transform=ccrs.Geodetic(),marker=\"+\",facecolor='orange')\n",
|
||
"\n",
|
||
"response = DataAccessLayer.getGeometryData(request, times[-10:-1])\n",
|
||
"glm_points=[]\n",
|
||
"for ob in response:\n",
|
||
" avail_params = ob.getParameters()\n",
|
||
" glm_points.append(ob.getGeometry())\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
|
||
}
|