From e332f3184a2e1497041fe0a3627ce996bb9ff43a Mon Sep 17 00:00:00 2001 From: Michael James Date: Tue, 9 Oct 2018 15:03:52 -0600 Subject: [PATCH] GLM notebook rm EN-DASH --- .../GOES_Geostationary_Lightning_Mapper.ipynb | 58 ++++++++----------- 1 file changed, 23 insertions(+), 35 deletions(-) diff --git a/examples/notebooks/GOES_Geostationary_Lightning_Mapper.ipynb b/examples/notebooks/GOES_Geostationary_Lightning_Mapper.ipynb index 77e1b5d..48e79c1 100644 --- a/examples/notebooks/GOES_Geostationary_Lightning_Mapper.ipynb +++ b/examples/notebooks/GOES_Geostationary_Lightning_Mapper.ipynb @@ -4,13 +4,13 @@ "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", + "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", + "* `GLMev` Events\n", + "* `GLMfl` Flashes\n", + "* `GLMgr` Groups\n", "\n", "and with seven attributes:\n", "\n", @@ -52,6 +52,8 @@ "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", @@ -71,20 +73,15 @@ "cell_type": "code", "execution_count": 2, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6578\n" - ] - } - ], + "outputs": [], "source": [ "request.addIdentifier(\"source\", \"GLMgr\")\n", "request.setParameters(\"intensity\")\n", "times = DataAccessLayer.getAvailableTimes(request)\n", - "print(len(times))" + "response = DataAccessLayer.getGeometryData(request, times[-10:-1])\n", + "glm_points=[]\n", + "for ob in response:\n", + " glm_points.append(ob.getGeometry())" ] }, { @@ -97,7 +94,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 3, @@ -106,7 +103,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -118,21 +115,12 @@ } ], "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[-10:-1])\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", + "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')" @@ -141,21 +129,21 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 2", "language": "python", - "name": "python3" + "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 3 + "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.6" + "pygments_lexer": "ipython2", + "version": "2.7.15" } }, "nbformat": 4,