\n",
"\n",
"\n",
"# Objectives\n",
"\n",
"* Retrieve an Upper Air vertical profile from EDEX\n",
"* Plot a Skew-T/Log-P chart with [Matplotlib](https://matplotlib.org/) and [MetPy](https://unidata.github.io/MetPy/latest/index.html)\n",
"* Understand the **bufrua** plugin returns separate objects for parameters at *mandatory levels* and at *significant temperature levels*\n",
" * *Significant temperature levels* are used to plot the pressure, temperature and dewpoint lines\n",
" * *Mandatory levels* are used to plot the wind profile\n",
"\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {
"toc": true
},
"source": [
"
"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Imports\n",
"\n",
"The imports below are used throughout the notebook. Note the first import is coming directly from python-awips and allows us to connect to an EDEX server. The subsequent imports are for data manipulation and visualization. "
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from awips.dataaccess import DataAccessLayer\n",
"import matplotlib.pyplot as plt\n",
"from mpl_toolkits.axes_grid1.inset_locator import inset_axes\n",
"import numpy as np\n",
"from metpy.calc import wind_components, lcl, parcel_profile\n",
"from metpy.plots import SkewT, Hodograph\n",
"from metpy.units import units"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Top\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## EDEX Connection\n",
"\n",
"### Initial EDEX Connection\n",
"\n",
"First we establish a connection to Unidata's public EDEX server. With that connection made, we can create a [new data request object](http://unidata.github.io/python-awips/api/IDataRequest.html) and set the data type to ***bufrua***, and define additional parameters and an identifier on the request."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# Set the edex server\n",
"DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n",
"request = DataAccessLayer.newDataRequest()\n",
"\n",
"# Set data type\n",
"request.setDatatype(\"bufrua\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Setting Additional Request Parameters\n",
"\n",
"Here we populate arrays of all the parameters that will be necessary for plotting the Skew-T. The `MAN_PARAMS` are the *mandatory levels* and the `SIGT_PARAMS` are the *significant temperature* parameters that were both mentioned in the [objectives section](#Objectives) above. \n",
"\n",
"Also request the station name and elevation to use in the figure title later on."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"MAN_PARAMS = set(['prMan', 'wdMan', 'wsMan'])\n",
"SIGT_PARAMS = set(['prSigT', 'tpSigT', 'tdSigT'])\n",
"request.setParameters(\"staElev\", \"staName\")\n",
"request.getParameters().extend(MAN_PARAMS)\n",
"request.getParameters().extend(SIGT_PARAMS)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Available Location Names\n",
"When working with a new data type, it is often useful to investigate all available options for a particular setting. Shown below is how to see all available location names for a data request with type **bufrua**. This step is not necessary if you already know exactly what the location ID you're interested in is."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"
\n",
"Note: It is important to note the location names are listed by their WMO Station ID. Their corresponding location and site identifier can be looked up in this table from UNdata.\n",
"
"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['21824', '21946', '24266', '24343', '24641', '24688', '24959', '25123', '25703', '25913', '31004', '31088', '31300', '31369', '31510', '31538', '31770', '31873', '32061', '32098', '32150', '32389', '32477', '32540', '32618', '47058', '47122', '47138', '47158', '47401', '47412', '47582', '47600', '47646', '47678', '47778', '47807', '47827', '47909', '47918', '47945', '47971', '47991', '70026', '70133', '70200', '70219', '70231', '70261', '70273', '70308', '70316', '70326', '70350', '70361', '70398', '70414', '71043', '71081', '71082', '71109', '71119', '71603', '71722', '71802', '71811', '71815', '71816', '71823', '71845', '71867', '71906', '71907', '71909', '71913', '71917', '71924', '71925', '71926', '71934', '71945', '71957', '71964', '72201', '72202', '72206', '72208', '72210', '72215', '72230', '72233', '72235', '72240', '72248', '72249', '72250', '72251', '72261', '72265', '72274', '72293', '72305', '72317', '72318', '72327', '72340', '72357', '72363', '72364', '72365', '72376', '72381', '72388', '72393', '72402', '72403', '72426', '72440', '72451', '72456', '72476', '72489', '72493', '72501', '72518', '72520', '72528', '72558', '72562', '72572', '72582', '72597', '72632', '72634', '72645', '72649', '72659', '72662', '72672', '72681', '72694', '72712', '72747', '72764', '72768', '72776', '72786', '72797', '74389', '74455', '74560', '74794', '76225', '76256', '76394', '76405', '76458', '76526', '76612', '76644', '76654', '76679', '76692', '76805', '78016', '78384', '78397', '78486', '78526', '78583', '78954', '78970', '78988', '80001', '91165', '91212', '91285', '91334', '91348', '91376', '91408', '91413', '91643', '91680', '91765', '94120', '94203', '94299', '94326', '94332', '94461', '94510', '94578', '94637', '94653', '94659', '94672', '94711', '94995', '94996']\n"
]
}
],
"source": [
"locations = DataAccessLayer.getAvailableLocationNames(request)\n",
"locations.sort()\n",
"print(locations)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Setting the Location Name\n",
"\n",
"In this case we're setting the location name to the ID for `KLBF` which is the North Platte Regional Airport/Lee Bird, Field in Nebraska."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"# Set station ID (not name)\n",
"request.setLocationNames(\"72562\") #KLBF"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Top\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Filtering by Time\n",
"\n",
"Models produce many different time variants during their runs, so let's limit the data to the most recent time and forecast run."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# Get all times\n",
"datatimes = DataAccessLayer.getAvailableTimes(request)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Top\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Get the Data!\n",
"\n",
"Here we can now request our data response from the EDEX server with our defined time filter.\n",
"\n",
"Printing out some data from the first object in the response array can help verify we received the data we were interested in."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"parms = ['staElev', 'staName']\n",
"site = 72562\n",
"geom = POINT (-100.7005615234375 41.14971923828125)\n",
"datetime = 2025-02-12 12:00:00 (0)\n",
"reftime = Feb 12 25 12:00:00 GMT\n",
"fcstHour = 0\n",
"period = (Feb 12 25 12:00:00 , Feb 12 25 12:00:00 )\n"
]
}
],
"source": [
"# Get most recent record\n",
"response = DataAccessLayer.getGeometryData(request,times=datatimes[-1].validPeriod)\n",
"obj = response[0]\n",
"\n",
"print(\"parms = \" + str(obj.getParameters()))\n",
"print(\"site = \" + str(obj.getLocationName()))\n",
"print(\"geom = \" + str(obj.getGeometry()))\n",
"print(\"datetime = \" + str(obj.getDataTime()))\n",
"print(\"reftime = \" + str(obj.getDataTime().getRefTime()))\n",
"print(\"fcstHour = \" + str(obj.getDataTime().getFcstTime()))\n",
"print(\"period = \" + str(obj.getDataTime().getValidPeriod()))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Top\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Use the Data!\n",
"\n",
"Since we filtered on time, and requested the data in the previous cell, we now have a `response` object we can work with.\n",
"\n",
"### Prepare Data Objects\n",
"\n",
"Here we construct arrays for each parameter to plot (temperature, dewpoint, pressure, and wind components).\n",
"After populating each of the arrays, we sort and mask missing data."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"# Initialize data arrays\n",
"prMan,wdMan,wsMan = np.array([]),np.array([]),np.array([])\n",
"prSig,tpSig,tdSig = np.array([]),np.array([]),np.array([])\n",
"manGeos = []\n",
"sigtGeos = []\n",
"\n",
"# Build arrays\n",
"for ob in response:\n",
" parm_array = ob.getParameters()\n",
" if set(parm_array) & MAN_PARAMS:\n",
" manGeos.append(ob)\n",
" prMan = np.append(prMan,ob.getNumber(\"prMan\"))\n",
" wdMan = np.append(wdMan,ob.getNumber(\"wdMan\"))\n",
" wsMan, wsUnit = np.append(wsMan,ob.getNumber(\"wsMan\")), ob.getUnit(\"wsMan\")\n",
" continue\n",
" if set(parm_array) & SIGT_PARAMS:\n",
" sigtGeos.append(ob)\n",
" prSig = np.append(prSig,ob.getNumber(\"prSigT\"))\n",
" tpSig = np.append(tpSig,ob.getNumber(\"tpSigT\"))\n",
" tpUnit = ob.getUnit(\"tpSigT\")\n",
" tdSig = np.append(tdSig,ob.getNumber(\"tdSigT\"))\n",
" continue\n",
"\n",
"# Sort mandatory levels (but not sigT levels) because of the 1000.MB interpolation inclusion\n",
"ps = prMan.argsort()[::-1]\n",
"wpres = prMan[ps]\n",
"direc = wdMan[ps]\n",
"spd = wsMan[ps]\n",
"\n",
"# Flag missing data\n",
"prSig[prSig <= -9999] = np.nan\n",
"tpSig[tpSig <= -9999] = np.nan\n",
"tdSig[tdSig <= -9999] = np.nan\n",
"wpres[wpres <= -9999] = np.nan\n",
"direc[direc <= -9999] = np.nan\n",
"spd[spd <= -9999] = np.nan"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Convert Units\n",
"\n",
"We need to modify the units several of the data parameters are returned in. Here we convert the units for Temperature and Dewpoint from Kelvin to Celsius, convert pressure to milibars, and extract wind for both the u and v directional components in Knots and Radians. "
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"# assign units\n",
"p = (prSig/100) * units.mbar\n",
"wpres = (wpres/100) * units.mbar\n",
"u,v = wind_components(spd * units.knots, np.deg2rad(direc))\n",
"\n",
"if tpUnit == 'K':\n",
" T = (tpSig-273.15) * units.degC\n",
" Td = (tdSig-273.15) * units.degC"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Top\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plot the Data!\n",
"\n",
"Create and display SkewT and Hodograph plots using MetPy."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Create SkewT/LogP\n",
"plt.rcParams['figure.figsize'] = (10, 12)\n",
"skew = SkewT()\n",
"skew.plot(p, T, 'r', linewidth=2)\n",
"skew.plot(p, Td, 'g', linewidth=2)\n",
"skew.plot_barbs(wpres, u, v)\n",
"skew.ax.set_ylim(1000, 100)\n",
"skew.ax.set_xlim(-60, 30)\n",
"\n",
"title_string = \" T(F) Td \" \n",
"title_string += \" \" + str(ob.getString(\"staName\"))\n",
"title_string += \" \" + str(ob.getDataTime().getRefTime())\n",
"title_string += \" (\" + str(ob.getNumber(\"staElev\")) + \"m elev)\"\n",
"title_string += \"\\n\" + str(round(T[0].to('degF').item(),1))\n",
"title_string += \" \" + str(round(Td[0].to('degF').item(),1))\n",
"plt.title(title_string, loc='left')\n",
"\n",
"# Calculate LCL height and plot as black dot\n",
"lcl_pressure, lcl_temperature = lcl(p[0], T[0], Td[0])\n",
"skew.plot(lcl_pressure, lcl_temperature, 'ko', markerfacecolor='black')\n",
"\n",
"# Calculate full parcel profile and add to plot as black line\n",
"prof = parcel_profile(p, T[0], Td[0]).to('degC')\n",
"skew.plot(p, prof, 'k', linewidth=2)\n",
"\n",
"# An example of a slanted line at constant T -- in this case the 0 isotherm\n",
"l = skew.ax.axvline(0, color='c', linestyle='--', linewidth=2)\n",
"\n",
"# Draw hodograph\n",
"ax_hod = inset_axes(skew.ax, '30%', '30%', loc=3)\n",
"h = Hodograph(ax_hod, component_range=max(wsMan))\n",
"h.add_grid(increment=20)\n",
"h.plot_colormapped(u, v, spd)\n",
"\n",
"# Show the plot\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Top\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## See Also\n",
"\n",
"### Related Notebooks\n",
"\n",
"* [Grid Levels and Parameters](https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html)\n",
"* [Model Sounding Data](http://unidata.github.io/python-awips/examples/generated/Model_Sounding_Data.html)\n",
"* [Forecast Model Vertical Sounding](http://unidata.github.io/python-awips/examples/generated/Forecast_Model_Vertical_Sounding.html)\n",
"\n",
"### Additional Documentation\n",
"\n",
"**python-awips:**\n",
"\n",
"* [awips.DataAccessLayer](http://unidata.github.io/python-awips/api/DataAccessLayer.html)\n",
"* [awips.PyGeometryData](http://unidata.github.io/python-awips/api/PyGeometryData.html)\n",
"\n",
"**matplotlib:**\n",
"\n",
"* [matplotlib.pyplot](https://matplotlib.org/3.3.3/api/_as_gen/matplotlib.pyplot.html)\n",
"\n",
"**MetPy**\n",
"\n",
"* [metpy.wind_components](https://unidata.github.io/MetPy/latest/api/generated/metpy.calc.wind_components.html)\n",
"* [metpy.lcl](https://unidata.github.io/MetPy/latest/api/generated/metpy.calc.lcl.html) (Lifted Condensation Level)\n",
"* [metpy.parcel_profile](https://unidata.github.io/MetPy/latest/api/generated/metpy.calc.parcel_profile.html)\n",
"* [metpy.skewt](https://unidata.github.io/MetPy/latest/api/generated/metpy.plots.SkewT.html)\n",
"* [metpy.hodograph](https://unidata.github.io/MetPy/latest/api/generated/metpy.plots.Hodograph.html)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Top\n",
"\n",
"---"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.13.1"
},
"toc": {
"base_numbering": 1,
"nav_menu": {},
"number_sections": true,
"sideBar": true,
"skip_h1_title": true,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": true,
"toc_position": {},
"toc_section_display": true,
"toc_window_display": true
}
},
"nbformat": 4,
"nbformat_minor": 4
}