mirror of
https://github.com/Unidata/python-awips.git
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278 lines
293 KiB
Text
278 lines
293 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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"This exercise creates a METAR plot for North America using AWIPS METAR observations (datatype *obs*) and MetPy."
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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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"source": [
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"from awips.dataaccess import DataAccessLayer\n",
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"from dynamicserialize.dstypes.com.raytheon.uf.common.time import TimeRange\n",
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"from datetime import datetime, timedelta\n",
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"import numpy as np\n",
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"import cartopy.crs as ccrs\n",
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"import cartopy.feature as cfeature\n",
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"import matplotlib.pyplot as plt\n",
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"from metpy.calc import wind_components\n",
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"from metpy.plots import StationPlot, StationPlotLayout\n",
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"from metpy.units import units\n",
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"import warnings\n",
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"%matplotlib inline\n",
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"warnings.filterwarnings(\"ignore\",category =RuntimeWarning)\n",
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"\n",
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"def get_cloud_cover(code):\n",
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" if 'OVC' in code:\n",
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" return 1.0\n",
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" elif 'BKN' in code:\n",
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" return 6.0/8.0\n",
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" elif 'SCT' in code:\n",
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" return 4.0/8.0\n",
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" elif 'FEW' in code:\n",
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" return 2.0/8.0\n",
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" else:\n",
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" return 0\n",
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"\n",
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"# Pull out these specific stations (prepend K for AWIPS identifiers)\n",
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"selected = ['PDX', 'OKC', 'ICT', 'GLD', 'MEM', 'BOS', 'MIA', 'MOB', 'ABQ', 'PHX', 'TTF',\n",
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" 'ORD', 'BIL', 'BIS', 'CPR', 'LAX', 'ATL', 'MSP', 'SLC', 'DFW', 'NYC', 'PHL',\n",
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" 'PIT', 'IND', 'OLY', 'SYR', 'LEX', 'CHS', 'TLH', 'HOU', 'GJT', 'LBB', 'LSV',\n",
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" 'GRB', 'CLT', 'LNK', 'DSM', 'BOI', 'FSD', 'RAP', 'RIC', 'JAN', 'HSV', 'CRW',\n",
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" 'SAT', 'BUY', '0CO', 'ZPC', 'VIH', 'BDG', 'MLF', 'ELY', 'WMC', 'OTH', 'CAR',\n",
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" 'LMT', 'RDM', 'PDT', 'SEA', 'UIL', 'EPH', 'PUW', 'COE', 'MLP', 'PIH', 'IDA', \n",
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" 'MSO', 'ACV', 'HLN', 'BIL', 'OLF', 'RUT', 'PSM', 'JAX', 'TPA', 'SHV', 'MSY',\n",
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" 'ELP', 'RNO', 'FAT', 'SFO', 'NYL', 'BRO', 'MRF', 'DRT', 'FAR', 'BDE', 'DLH',\n",
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" 'HOT', 'LBF', 'FLG', 'CLE', 'UNV']\n",
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"selected = ['K{0}'.format(id) for id in selected]\n",
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"data_arr = []"
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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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"# EDEX Request\n",
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"edexServer = \"edex-cloud.unidata.ucar.edu\"\n",
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"DataAccessLayer.changeEDEXHost(edexServer)\n",
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"request = DataAccessLayer.newDataRequest(\"obs\")\n",
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"availableProducts = DataAccessLayer.getAvailableParameters(request)\n",
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"\n",
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"single_value_params = [\"timeObs\", \"stationName\", \"longitude\", \"latitude\", \n",
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" \"temperature\", \"dewpoint\", \"windDir\",\n",
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" \"windSpeed\", \"seaLevelPress\"]\n",
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"multi_value_params = [\"presWeather\", \"skyCover\", \"skyLayerBase\"]\n",
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"pres_weather, sky_cov, sky_layer_base = [],[],[]\n",
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"params = single_value_params + multi_value_params\n",
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"obs = dict({params: [] for params in params})\n",
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"\n",
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"request.setParameters(*(params))\n",
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"request.setLocationNames(*(selected))"
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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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"Here we use the Python-AWIPS class **TimeRange** to prepare a beginning and end time span for requesting observations (the last hour):"
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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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"outputs": [],
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"source": [
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"# Time range\n",
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"lastHourDateTime = datetime.utcnow() - timedelta(hours = 1)\n",
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"start = lastHourDateTime.strftime('%Y-%m-%d %H')\n",
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"beginRange = datetime.strptime( start + \":00:00\", \"%Y-%m-%d %H:%M:%S\")\n",
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"endRange = datetime.strptime( start + \":59:59\", \"%Y-%m-%d %H:%M:%S\")\n",
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"timerange = TimeRange(beginRange, endRange)\n",
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"\n",
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"response = DataAccessLayer.getGeometryData(request,timerange)"
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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": 4,
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"metadata": {},
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"outputs": [],
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"source": [
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"station_names = []\n",
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"for ob in response:\n",
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" avail_params = ob.getParameters()\n",
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" if \"presWeather\" in avail_params:\n",
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" pres_weather.append(ob.getString(\"presWeather\"))\n",
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" elif \"skyCover\" in avail_params and \"skyLayerBase\" in avail_params:\n",
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" sky_cov.append(ob.getString(\"skyCover\"))\n",
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" sky_layer_base.append(ob.getNumber(\"skyLayerBase\"))\n",
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" else:\n",
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" # If we already have a record for this stationName, skip\n",
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" if ob.getString('stationName') not in station_names:\n",
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" station_names.append(ob.getString('stationName'))\n",
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" for param in single_value_params: \n",
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" if param in avail_params:\n",
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" if param == 'timeObs':\n",
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" obs[param].append(datetime.fromtimestamp(ob.getNumber(param)/1000.0))\n",
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" else:\n",
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" try:\n",
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" obs[param].append(ob.getNumber(param))\n",
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" except TypeError:\n",
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" obs[param].append(ob.getString(param))\n",
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" else:\n",
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" obs[param].append(None)\n",
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" \n",
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" obs['presWeather'].append(pres_weather);\n",
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" obs['skyCover'].append(sky_cov);\n",
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" obs['skyLayerBase'].append(sky_layer_base);\n",
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" pres_weather = []\n",
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" sky_cov = []\n",
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" sky_layer_base = []"
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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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"Next grab the simple variables out of the data we have (attaching correct units), and\n",
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"put them into a dictionary that we will hand the plotting function later:\n",
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"\n",
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"- Get wind components from speed and direction\n",
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"- Convert cloud fraction values to integer codes [0 - 8]\n",
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"- Map METAR weather codes to WMO codes for weather symbols"
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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": 5,
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"metadata": {},
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"outputs": [],
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"source": [
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"data = dict()\n",
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"data['stid'] = np.array(obs['stationName'])\n",
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"data['latitude'] = np.array(obs['latitude'])\n",
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"data['longitude'] = np.array(obs['longitude'])\n",
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"data['air_temperature'] = np.array(obs['temperature'], dtype=float)* units.degC\n",
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"data['dew_point_temperature'] = np.array(obs['dewpoint'], dtype=float)* units.degC\n",
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"data['air_pressure_at_sea_level'] = np.array(obs['seaLevelPress'])* units('mbar')\n",
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"\n",
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"direction = np.array(obs['windDir'])\n",
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"direction[direction == -9999.0] = 'nan'\n",
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"\n",
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"u, v = wind_components(np.array(obs['windSpeed']) * units('knots'),\n",
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" direction * units.degree)\n",
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"data['eastward_wind'], data['northward_wind'] = u, v\n",
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"data['cloud_coverage'] = [int(get_cloud_cover(x)*8) for x in obs['skyCover']]\n",
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"data['present_weather'] = obs['presWeather']"
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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": 6,
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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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"['K0CO', 'KHOT', 'KSHV', 'KIND', 'KBDE', 'KPSM', 'KORD', 'KDFW', 'KPHL', 'KTTF', 'KBDG', 'KOLY', 'KNYC', 'KABQ', 'KLEX', 'KDRT', 'KELP', 'KRUT', 'KRIC', 'KPIT', 'KMSP', 'KHSV', 'KUNV', 'KSAT', 'KCLE', 'KPHX', 'KMIA', 'KBOI', 'KBRO', 'KLAX', 'KLBB', 'KMSO', 'KPDX', 'KTLH', 'KUIL', 'KTPA', 'KVIH', 'KBIL', 'KMLF', 'KCPR', 'KATL', 'KBIS', 'KCLT', 'KOKC', 'KRAP', 'KACV', 'KEPH', 'KELY', 'KFAR', 'KFAT', 'KMSY', 'KOLF', 'KPDT', 'KLMT', 'KHLN', 'KHOU', 'KICT', 'KIDA', 'KPIH', 'KPUW', 'KGJT', 'KGLD', 'KGRB', 'KLBF', 'KMLP', 'KBOS', 'KSYR', 'KDLH', 'KCOE', 'KOTH', 'KCRW', 'KSEA', 'KCAR', 'KDSM', 'KJAN', 'KSLC', 'KBUY', 'KLNK', 'KMEM', 'KNYL', 'KRDM', 'KCHS', 'KFSD', 'KJAX', 'KMOB', 'KRNO', 'KSFO', 'KWMC', 'KFLG', 'KLSV']\n"
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]
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}
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],
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"source": [
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"print(obs['stationName'])"
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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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"## MetPy Surface Obs Plot"
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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": 7,
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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 1440x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"proj = ccrs.LambertConformal(central_longitude=-95, central_latitude=35,\n",
|
|
" standard_parallels=[35])\n",
|
|
"\n",
|
|
"# Change the DPI of the figure\n",
|
|
"plt.rcParams['savefig.dpi'] = 255\n",
|
|
"\n",
|
|
"# Winds, temps, dewpoint, station id\n",
|
|
"custom_layout = StationPlotLayout()\n",
|
|
"custom_layout.add_barb('eastward_wind', 'northward_wind', units='knots')\n",
|
|
"custom_layout.add_value('NW', 'air_temperature', fmt='.0f', units='degF', color='darkred')\n",
|
|
"custom_layout.add_value('SW', 'dew_point_temperature', fmt='.0f', units='degF', color='darkgreen')\n",
|
|
"custom_layout.add_value('E', 'precipitation', fmt='0.1f', units='inch', color='blue')\n",
|
|
"\n",
|
|
"# Create the figure\n",
|
|
"fig = plt.figure(figsize=(20, 10))\n",
|
|
"ax = fig.add_subplot(1, 1, 1, projection=proj)\n",
|
|
"\n",
|
|
"# Add various map elements\n",
|
|
"ax.add_feature(cfeature.LAND)\n",
|
|
"ax.add_feature(cfeature.OCEAN)\n",
|
|
"ax.add_feature(cfeature.LAKES)\n",
|
|
"ax.add_feature(cfeature.COASTLINE)\n",
|
|
"ax.add_feature(cfeature.STATES)\n",
|
|
"ax.add_feature(cfeature.BORDERS, linewidth=2)\n",
|
|
"\n",
|
|
"# Set plot bounds\n",
|
|
"ax.set_extent((-118, -73, 23, 50))\n",
|
|
"ax.set_title(str(ob.getDataTime()) + \" | METAR | \" + edexServer)\n",
|
|
"\n",
|
|
"stationplot = StationPlot(ax, data['longitude'], data['latitude'], clip_on=True,\n",
|
|
" transform=ccrs.PlateCarree(), fontsize=10)\n",
|
|
"stationplot.plot_text((2, 0), data['stid'])\n",
|
|
"custom_layout.plot(stationplot, data)\n",
|
|
"plt.show()"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"language": "python",
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"name": "python3"
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},
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.6.6"
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}
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},
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}
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