{ "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": 6, "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", "edexServer = \"edex-cloud.unidata.ucar.edu\"\n", "datatype = \"binlightning\"\n", "DataAccessLayer.changeEDEXHost(edexServer)\n", "request = DataAccessLayer.newDataRequest(datatype)\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": 7, "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": 13, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "Text(0.5,1,'Oct 15 18 22:15:07 GMT | GLMgr | edex-cloud.unidata.ucar.edu')" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot markers\n", "fig, ax = plt.subplots(figsize=(16,16),subplot_kw=dict(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')\n", "ax.set_title(str(response[-1].getDataTime().getRefTime()) + \" | \" + ob.getAttribute('source') + \" | \" + edexServer)" ] } ], "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 }