mirror of
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364 lines
423 KiB
Text
364 lines
423 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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"Shown here are plots for Base Reflectivity (N0Q, 94) and Base Velocity (N0U, 99) using AWIPS data rendered with Matplotlib, Cartopy, and MetPy. This example improves upon existing Level 3 Python rendering by doing the following:\n",
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"\n",
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"* Display scaled and labeled colorbar below each figure.\n",
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"* Plot radar radial images as coordinate maps in Cartopy and label with lat/lon.\n",
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"* 8 bit Z and V colormap and data scaling added to MetPy from operational AWIPS. \n",
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"* Level 3 data are retrieved from the [Unidata EDEX Cloud server](http://unidata.github.io/awips2/docs/install/install-cave.html#how-to-run-cave) (`edex-cloud.unidata.ucar.edu`)\n",
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"* Raw HDF5 byte data are converted to product values and scaled according to (page 3-34 https://www.roc.noaa.gov/wsr88d/PublicDocs/ICDS/2620001U.pdf)\n",
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"\n",
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" The threshold level fields are used to describe (up to) 256 levels as follows:\n",
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" halfword 31 contains the minimum data value in m/s*10 (or dBZ*10)\n",
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" halfword 32 contains the increment in m/s*10 (or dBZ*10)\n",
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" halfword 33 contains the number of levels (0 - 255) \n",
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"\n",
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"According to the [ICD for the Product Specification](https://www.roc.noaa.gov/WSR88D/PublicDocs/NewTechnology/B17_2620003W_draft.pdf), *\"the 256 data levels of the digital product cover a range of reflectivity between -32.0 to +94.5 dBZ, in increments of 0.5 dBZ. Level codes 0 and 1 correspond to 'Below Threshold' and 'Range Folded', respectively, while level codes 2 through 255 correspond to the reflectivity data itself\"*.\n",
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"\n",
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"So it's really 254 color values between -32 and +94.5 dBZ.\n",
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"\n",
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"The ICD lists 16 specific color levels and directs 256-level reflectivity products to use corresponding colors, leaving it the rendering application to scale and blend between the 16 color values, and to make decisions about discrete color changes, apparently.\n",
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"\n",
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"\n",
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"For AWIPS, the National Weather Service uses a mostly-blended color scale with a discrete jump to red at reflectivity values of 50 dBZ:\n",
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" \n",
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"\n",
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"\n",
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"50 dBZ corresponds to the 16-level color *light red* (**FF6060**). Note that `FF6060` is not used in the NWS AWIPS color scale, instead RGB value is given as `255,0,0` (hex code **FF0000**). 60 dBZ is not quite exactly where white starts, but it makes sense that it would. Obviously the AWIPS D2D authors took some liberties with their 256-level rendering, not adhering strictly to \"dark red\" for dBZ values between 60-65 (white was for 70 dBZ and above on the 16-level colormap). For this exercise we will assume 50 dBZ should be red and 60 dBZ white, and 75 dBZ cyan.\n",
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"\n",
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"**Python Script**\n",
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"\n",
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"Download this script as a [Jupyter Notebook](http://nbviewer.jupyter.org/github/Unidata/python-awips/blob/master/examples/notebooks/NEXRAD_Level_3_Plot_with_Matplotlib.ipynb)."
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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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"Processed 2 grids.\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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"from awips import ThriftClient, RadarCommon\n",
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"from dynamicserialize.dstypes.com.raytheon.uf.common.time import TimeRange\n",
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"from dynamicserialize.dstypes.com.raytheon.uf.common.dataplugin.radar.request import GetRadarDataRecordRequest\n",
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"from datetime import datetime\n",
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"from datetime import timedelta\n",
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"import matplotlib.pyplot as plt\n",
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"import numpy as np\n",
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"from numpy import ma\n",
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"from metpy.plots import ctables\n",
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"import cartopy.crs as ccrs\n",
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"from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
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"\n",
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"# set EDEX server and radar site definitions\n",
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"site = 'kftg'\n",
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"edexServer = '149.165.156.89'\n",
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"DataAccessLayer.changeEDEXHost(edexServer)\n",
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"request = DataAccessLayer.newDataRequest()\n",
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"request.setDatatype('radar')\n",
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"request.setLocationNames(site)\n",
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"\n",
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"# Get latest time for site\n",
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"datatimes = DataAccessLayer.getAvailableTimes(request)\n",
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"dateTimeStr = str(datatimes[-1])\n",
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"#dateTimeStr = \"2017-02-02 03:53:03\"\n",
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"buffer = 60 # seconds\n",
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"dateTime = datetime.strptime(dateTimeStr, '%Y-%m-%d %H:%M:%S')\n",
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"# Build timerange +/- buffer\n",
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"beginRange = dateTime - timedelta(0, buffer)\n",
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"endRange = dateTime + timedelta(0, buffer)\n",
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"timerange = TimeRange(beginRange, endRange)\n",
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"\n",
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"# GetRadarDataRecordRequest to query site with timerange\n",
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"client = ThriftClient.ThriftClient(edexServer)\n",
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"request = GetRadarDataRecordRequest()\n",
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"request.setTimeRange(timerange)\n",
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"request.setRadarId(site)\n",
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"\n",
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"# Map config\n",
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"def make_map(bbox, projection=ccrs.PlateCarree()):\n",
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" fig, ax = plt.subplots(figsize=(12, 12),\n",
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" subplot_kw=dict(projection=projection))\n",
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" ax.set_extent(bbox)\n",
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" ax.coastlines(resolution='50m')\n",
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" gl = ax.gridlines(draw_labels=True)\n",
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" gl.xlabels_top = gl.ylabels_right = False\n",
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" gl.xformatter = LONGITUDE_FORMATTER\n",
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" gl.yformatter = LATITUDE_FORMATTER\n",
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" return fig, ax\n",
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"\n",
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"# ctable defines the colortable, beginning value, data increment\n",
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"# * For N0Q the scale is -20 to +75 dBZ in increments of 0.5 dBZ\n",
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"# * For N0U the scale is -100 to +100 kts in increments of 1 kt\n",
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"nexrad = {}\n",
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"nexrad[\"N0Q\"] = {\n",
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" 'id': 94, \n",
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" 'unit':'dBZ', \n",
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" 'name':'0.5 deg Base Reflectivity', \n",
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" 'ctable': ['NWSStormClearReflectivity',-20., 0.5], \n",
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" 'res': 1000.,\n",
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" 'elev': '0.5'\n",
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"}\n",
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"nexrad[\"N0U\"] = {\n",
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" 'id': 99, \n",
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" 'unit':'kts', \n",
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" 'name':'0.5 deg Base Velocity', \n",
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" 'ctable': ['NWS8bitVel',-100.,1.], \n",
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" 'res': 250.,\n",
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" 'elev': '0.5'\n",
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"}\n",
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"grids = []\n",
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"for code in nexrad:\n",
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" request.setProductCode(nexrad[code]['id'])\n",
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" request.setPrimaryElevationAngle(nexrad[code]['elev'])\n",
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" response = client.sendRequest(request)\n",
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" \n",
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" if response.getData():\n",
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" for record in response.getData():\n",
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" # Get record hdf5 data\n",
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" idra = record.getHdf5Data()\n",
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" rdat,azdat,depVals,threshVals = RadarCommon.get_hdf5_data(idra)\n",
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" dim = rdat.getDimension()\n",
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" lat,lon = float(record.getLatitude()),float(record.getLongitude())\n",
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" radials,rangeGates = rdat.getSizes()\n",
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" \n",
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" # Convert raw byte to pixel value\n",
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" rawValue=np.array(rdat.getByteData())\n",
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" array = []\n",
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" for rec in rawValue:\n",
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" if rec<0:\n",
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" rec+=256\n",
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" array.append(rec)\n",
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" \n",
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" if azdat:\n",
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" azVals = azdat.getFloatData()\n",
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" az = np.array(RadarCommon.encode_radial(azVals))\n",
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" dattyp = RadarCommon.get_data_type(azdat)\n",
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" az = np.append(az,az[-1])\n",
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"\n",
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" header = RadarCommon.get_header(record, format, rangeGates, radials, azdat, 'description')\n",
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" rng = np.linspace(0, rangeGates, rangeGates + 1)\n",
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"\n",
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" # Convert az/range to a lat/lon\n",
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" from pyproj import Geod\n",
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" g = Geod(ellps='clrk66')\n",
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" center_lat = np.ones([len(az),len(rng)])*lat \n",
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" center_lon = np.ones([len(az),len(rng)])*lon\n",
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" az2D = np.ones_like(center_lat)*az[:,None]\n",
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" rng2D = np.ones_like(center_lat)*np.transpose(rng[:,None])*nexrad[code]['res']\n",
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" lons,lats,back=g.fwd(center_lon,center_lat,az2D,rng2D)\n",
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" bbox = [lons.min(), lons.max(), lats.min(), lats.max()]\n",
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" \n",
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" # Create 2d array\n",
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" multiArray = np.reshape(array, (-1, rangeGates))\n",
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" data = ma.array(multiArray)\n",
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" \n",
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" # threshVals[0:2] contains halfwords 31,32,33 (min value, increment, num levels)\n",
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" data = ma.array(threshVals[0]/10. + (multiArray)*threshVals[1]/10.)\n",
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" \n",
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" if nexrad[code]['unit'] == 'kts':\n",
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" data[data<-63] = ma.masked\n",
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" data *= 1.94384 # Convert to knots\n",
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" else:\n",
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" data[data<=((threshVals[0]/10.)+threshVals[1]/10.)] = ma.masked\n",
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" \n",
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" # Save our requested grids so we can render them multiple times\n",
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" product = {\n",
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" \"code\": code,\n",
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" \"bbox\": bbox,\n",
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" \"lats\": lats,\n",
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" \"lons\": lons,\n",
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" \"data\": data\n",
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" }\n",
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" grids.append(product)\n",
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" \n",
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"print(\"Processed \"+str(len(grids))+\" grids.\")"
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]
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},
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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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"## Plot N0Q and N0U with Cartopy"
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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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{
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"data": {
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 864x864 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
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"data": {
|
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 864x864 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"for rec in grids:\n",
|
|
" code = rec[\"code\"]\n",
|
|
" bbox = rec[\"bbox\"]\n",
|
|
" lats = rec[\"lats\"]\n",
|
|
" lons = rec[\"lons\"]\n",
|
|
" data = rec[\"data\"]\n",
|
|
" # Create figure\n",
|
|
" %matplotlib inline\n",
|
|
" fig, ax = make_map(bbox=bbox)\n",
|
|
" # Colortable filename, beginning value, increment\n",
|
|
" ctable = nexrad[code]['ctable'][0]\n",
|
|
" beg = nexrad[code]['ctable'][1]\n",
|
|
" inc = nexrad[code]['ctable'][2]\n",
|
|
"\n",
|
|
" norm, cmap = ctables.registry.get_with_steps(ctable, beg, inc)\n",
|
|
" cs = ax.pcolormesh(lons, lats, data, norm=norm, cmap=cmap)\n",
|
|
" ax.set_aspect('equal', 'datalim')\n",
|
|
"\n",
|
|
" cbar = plt.colorbar(cs, extend='both', shrink=0.75, orientation='horizontal')\n",
|
|
" cbar.set_label(site.upper()+\" \"+ str(nexrad[code]['res']/1000.) +\"km \" \\\n",
|
|
" +nexrad[code]['name']+\" (\"+code+\") \" \\\n",
|
|
" +nexrad[code]['unit']+\" \" \\\n",
|
|
" +str(record.getDataTime()))\n",
|
|
"\n",
|
|
" # Zoom to within +-2 deg of center\n",
|
|
" ax.set_xlim(lon-2., lon+2.)\n",
|
|
" ax.set_ylim(lat-2., lat+2.)\n",
|
|
"\n",
|
|
" plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"compare with the same product scan rendered in AWIPS CAVE (slightly different projections and still some color mapping differences, most noticeable in ground clutter).\n",
|
|
"\n",
|
|
""
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Two-panel plot, zoomed in"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 864x648 with 4 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig, axes = plt.subplots(ncols=2,figsize=(12,9),\n",
|
|
" subplot_kw=dict(projection=ccrs.PlateCarree()))\n",
|
|
"i=0\n",
|
|
"for rec,ax in zip(grids, axes):\n",
|
|
" \n",
|
|
" code = rec[\"code\"]\n",
|
|
" bbox = rec[\"bbox\"]\n",
|
|
" lats = rec[\"lats\"]\n",
|
|
" lons = rec[\"lons\"]\n",
|
|
" data = rec[\"data\"]\n",
|
|
" \n",
|
|
" # Create figure\n",
|
|
" ax.set_extent(bbox)\n",
|
|
" ax.coastlines(resolution='50m')\n",
|
|
" gl = ax.gridlines(draw_labels=True)\n",
|
|
" gl.xlabels_top = gl.ylabels_right = False\n",
|
|
" if i>0: gl.ylabels_left = False # hide right-pane left axis label\n",
|
|
" gl.xformatter = LONGITUDE_FORMATTER\n",
|
|
" gl.yformatter = LATITUDE_FORMATTER\n",
|
|
"\n",
|
|
" # Colortable filename, beginning value, increment\n",
|
|
" colorvals=nexrad[code]['ctable']\n",
|
|
" ctable = nexrad[code]['ctable'][0]\n",
|
|
" beg = nexrad[code]['ctable'][1]\n",
|
|
" inc = nexrad[code]['ctable'][2]\n",
|
|
"\n",
|
|
" norm, cmap = ctables.registry.get_with_steps(ctable, beg, inc)\n",
|
|
" cs = ax.pcolormesh(lons, lats, data, norm=norm, cmap=cmap)\n",
|
|
" ax.set_aspect('equal', 'datalim')\n",
|
|
" cbar = fig.colorbar(cs, orientation='horizontal', ax=ax)\n",
|
|
" cbar.set_label(site.upper()+\" \"+code+\" \"+nexrad[code]['unit']+\" \"+str(record.getDataTime()))\n",
|
|
" plt.tight_layout()\n",
|
|
" \n",
|
|
" # Zoom\n",
|
|
" ax.set_xlim(lon-.1, lon+.1)\n",
|
|
" ax.set_ylim(lat-.1, lat+.1)\n",
|
|
" i+=1"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"and again compared to CAVE\n",
|
|
"\n",
|
|
""
|
|
]
|
|
}
|
|
],
|
|
"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
|
|
}
|