mirror of
https://github.com/Unidata/python-awips.git
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328 lines
298 KiB
Text
328 lines
298 KiB
Text
{
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"cells": [
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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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"%matplotlib inline"
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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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"\n",
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"Station Plot with Layout\n",
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"========================\n",
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"\n",
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"Make a station plot, complete with sky cover and weather symbols, using a\n",
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"station plot layout built into MetPy.\n",
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"\n",
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"The station plot itself is straightforward, but there is a bit of code to perform the\n",
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"data-wrangling (hopefully that situation will improve in the future). Certainly, if you have\n",
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"existing point data in a format you can work with trivially, the station plot will be simple.\n",
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"\n",
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"The `StationPlotLayout` class is used to standardize the plotting various parameters\n",
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"(i.e. temperature), keeping track of the location, formatting, and even the units for use in\n",
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"the station plot. This makes it easy (if using standardized names) to re-use a given layout\n",
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"of a station plot.\n",
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"\n"
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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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"The setup\n",
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"---------\n",
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"\n",
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"First read in the data. We use `numpy.loadtxt` to read in the data and use a structured\n",
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"`numpy.dtype` to allow different types for the various columns. This allows us to handle\n",
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"the columns with string data.\n",
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"\n"
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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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"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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"\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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"import pandas as pd\n",
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"\n",
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"from metpy.calc import wind_components\n",
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"from metpy.cbook import get_test_data\n",
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"from metpy.plots import (add_metpy_logo, simple_layout, StationPlot,\n",
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" StationPlotLayout, wx_code_map)\n",
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"from metpy.units import units\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": 3,
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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": 4,
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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": 6,
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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": 7,
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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": 8,
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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', 'KNYC', 'KMLF', 'KACV', 'KHLN', 'KBDE', 'KLBF', 'KJAN', 'KBOI', 'KCPR', 'KGRB', 'KPDX', 'KATL', 'KCLT', 'KTTF', 'KJAX', 'KMLP', 'KSAT', 'KSHV', 'KOLY', 'KGLD', 'KBDG', 'KICT', 'KCAR', 'KFAR', 'KPDT', 'KSEA', 'KLNK', 'KMIA', 'KORD', 'KPHX', 'KPIT', 'KCLE', 'KELP', 'KOKC', 'KOLF', 'KRAP', 'KBIS', 'KGJT', 'KIDA', 'KDFW', 'KHOT', 'KHOU', 'KBRO', 'KABQ', 'KMSP', 'KMSY', 'KPIH', 'KLMT', 'KTPA', 'KPUW', 'KUNV', 'KVIH', 'KEPH', 'KMSO', 'KLAX', 'KLBB', 'KUIL', 'KTLH', 'KDRT', 'KELY', 'KFAT', 'KHSV', 'KBOS', 'KMRF', 'KRUT', 'KIND', 'KSLC', 'KPHL', 'KCOE', 'KRNO', 'KCRW', 'KDSM', 'KSYR', 'KRIC', 'KLEX', 'KOTH', 'KBUY', 'KMEM', 'KNYL', 'KFSD', 'KCHS', 'KSFO', 'KMOB', 'KRDM', 'KWMC', 'KFLG', 'KPSM', 'KLSV', 'KBIL']\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": 9,
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"/Users/mjames/miniconda3/envs/python3-awips/lib/python3.6/site-packages/metpy/plots/station_plot.py:299: RuntimeWarning: invalid value encountered in less\n",
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" u, v = self.ax.projection.transform_vectors(trans, self.x, self.y, u, v)\n",
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"/Users/mjames/miniconda3/envs/python3-awips/lib/python3.6/site-packages/metpy/plots/station_plot.py:299: RuntimeWarning: invalid value encountered in greater\n",
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" u, v = self.ax.projection.transform_vectors(trans, self.x, self.y, u, v)\n"
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]
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},
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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",
|
|
"add_metpy_logo(fig, 1080, 290, size='large')\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",
|
|
"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
|
|
}
|