python-awips/examples/notebooks/Model_Sounding_Data.ipynb

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{
"cells": [
{
"cell_type": "markdown",
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"The EDEX modelsounding plugin creates 64-level vertical profiles from GFS and ETA (NAM) BUFR products distirubted over NOAAport. Paramters which are requestable are **pressure**, **temperature**, **specHum**, **uComp**, **vComp**, **omega**, **cldCvr**."
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {
"collapsed": false,
"scrolled": true
},
"outputs": [],
"source": [
"from awips.dataaccess import DataAccessLayer\n",
"DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n",
"request = DataAccessLayer.newDataRequest()\n",
"request.setDatatype(\"modelsounding\")\n",
"forecastModel = \"ETA\"\n",
"request.addIdentifier(\"reportType\", forecastModel)\n",
"request.setParameters(\"pressure\",\"temperature\",\"specHum\",\"uComp\",\"vComp\",\"omega\",\"cldCvr\")\n",
"\n",
"#availableLocs = DataAccessLayer.getAvailableLocationNames(request)\n",
"#availableLocs.sort()\n",
"request.setLocationNames(\"KDSM\")"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {
"collapsed": false,
"scrolled": true
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"outputs": [
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"data": {
"text/plain": [
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"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
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],
"source": [
"cycles = DataAccessLayer.getAvailableTimes(request, True)\n",
"times = DataAccessLayer.getAvailableTimes(request)\n",
"fcstRun = DataAccessLayer.getForecastCycle(cycles[-1], times)\n",
"list(fcstRun)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Request data for a single time"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"response = DataAccessLayer.getGeometryData(request,[fcstRun[0]])"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"parms = ['uComp', 'cldCvr', 'temperature', 'vComp', 'pressure', 'omega', 'specHum']\n",
"site = KDSM\n",
"geom = POINT (-93.68000030517578 41.52000045776367)\n",
"datetime = 1970-01-18 02:17:52.800000 (0)\n",
"reftime = Jan 18 70 02:17:52 GMT\n",
"fcstHour = 0\n",
"period = (Jan 18 70 02:17:52 , Jan 18 70 02:17:52 )\n"
]
}
],
"source": [
"# initialize arrays\n",
"tmp,prs,sh,uc,vc,om,cld = [],[],[],[],[],[],[]\n",
"\n",
"for ob in response:\n",
" tmp.append(float(ob.getString(b\"temperature\")))\n",
" prs.append(float(ob.getString(b\"pressure\")))\n",
" sh.append(float(ob.getString(b\"specHum\")))\n",
" uc.append(float(ob.getString(b\"uComp\")))\n",
" vc.append(float(ob.getString(b\"vComp\")))\n",
" om.append(float(ob.getString(b\"omega\")))\n",
" cld.append(float(ob.getString(b\"cldCvr\")))\n",
"\n",
" \n",
"print(\"parms = \" + str(ob.getParameters()))\n",
"print(\"site = \" + str(ob.getLocationName()))\n",
"print(\"geom = \" + str(ob.getGeometry()))\n",
"print(\"datetime = \" + str(ob.getDataTime()))\n",
"print(\"reftime = \" + str(ob.getDataTime().getRefTime()))\n",
"print(\"fcstHour = \" + str(ob.getDataTime().getFcstTime()))\n",
"print(\"period = \" + str(ob.getDataTime().getValidPeriod()))\n",
"sounding_title = forecastModel + \" \" + str(ob.getLocationName()) + \"(\"+ str(ob.getGeometry())+\")\" + str(ob.getDataTime())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Create data arrays and calculate dewpoint from spec. humidity"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {
"collapsed": false,
"scrolled": false
},
"outputs": [],
"source": [
"import matplotlib.tri as mtri\n",
"import matplotlib.pyplot as plt\n",
"from mpl_toolkits.axes_grid1.inset_locator import inset_axes\n",
"from math import exp, log\n",
"import numpy as np\n",
"\n",
"from metpy.calc import get_wind_components, lcl, dry_lapse, parcel_profile, dewpoint\n",
"from metpy.calc import get_wind_speed,get_wind_dir, thermo, vapor_pressure\n",
"from metpy.plots import SkewT, Hodograph\n",
"from metpy.units import units, concatenate\n",
"\n",
"pres = np.array(prs)\n",
"# we can use units.* here...\n",
"t = (np.array(tmp)-273.16) * units.degC\n",
"p = np.array(pres)/100 * units.mbar\n",
"s = np.array(sh)\n",
"\n",
"u,v = np.array(uc)*1.94384,np.array(vc)*1.94384 # m/s to knots\n",
"spd = get_wind_speed(u, v) * units.knots\n",
"dir = get_wind_dir(u, v) * units.deg\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Dewpoint from Specific Humidity\n",
"\n",
"Because the modelsounding plugin does not return dewpoint values, we must calculate the profile ourselves. Here are three examples of dewpoint calculated from specific humidity, including a manual calculation following NCEP AWIPS/NSHARP. \n",
"\n",
"### 1) metpy calculated mixing ratio and vapor pressure"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"rmix = (s/(1-s)) *1000 * units('g/kg')\n",
"e = vapor_pressure(p, rmix)\n",
"td = dewpoint(e)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 2) metpy calculated assuming spec. humidity = mixing ratio"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"td2 = dewpoint(vapor_pressure(p, s))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 3) NCEP AWIPS soundingrequest plugin\n",
"based on GEMPAK/NSHARP, from https://github.com/Unidata/awips2-ncep/blob/unidata_16.2.2/edex/gov.noaa.nws.ncep.edex.plugin.soundingrequest/src/gov/noaa/nws/ncep/edex/plugin/soundingrequest/handler/MergeSounding.java#L1783"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/awips2/python/lib/python2.7/site-packages/ipykernel/__main__.py:8: RuntimeWarning: divide by zero encountered in log\n",
"/awips2/python/lib/python2.7/site-packages/ipykernel/__main__.py:8: RuntimeWarning: invalid value encountered in divide\n"
]
}
],
"source": [
"# new arrays\n",
"ntmp,nprs,nsh = np.array(tmp)-273.16,np.array(prs),np.array(sh)\n",
"\n",
"# where p=pressure(pa), T=temp(C), T0=reference temp(273.16)\n",
"rh = 0.263*nprs*nsh / (np.exp(17.67*ntmp/(ntmp+273.16-29.65)))\n",
"vaps = 6.112 * np.exp((17.67 * ntmp) / (ntmp + 243.5))\n",
"vapr = rh * vaps / 100\n",
"dwpc = np.array(243.5 * (np.log(6.112) - np.log(vapr)) / (np.log(vapr) - np.log(6.112) - 17.67)) * units.degC"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"-88.7121665973 degC 4.83328438212 degC\n",
"-88.7122779647 degC 4.75580440789 degC\n",
"-88.7145460976 degC 4.87830433896 degC\n"
]
}
],
"source": [
"print min(td), max(td)\n",
"print min(td2), max(td2)\n",
"print min(dwpc), max(dwpc)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plot with MetPy"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {
"collapsed": false
},
"outputs": [
{
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yyemod0PZRB/5IPy9f4qy+2v7S1g/kFQSfhRHyylR1vkbNX6eps7+ktY55xZk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DykpqbicDiIiorSksP27dtxu93N++/UvHnQpw/40G22Kjz22GO6U+hwpObqSc3Vk5qrJzVXyzAM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RQURERN59OTk5HD9+nKNHjxZoaY+ZM2dSunRpwsLCCA4OJjAwkKCgIAIDAwkMDKRVq1YXnPX8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QsX5j7cWRpEi4iI+KgdO3bw3nvvOR0joKhz89S5eercvLzovET+MthATNwxj75vthUq5D4c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\nw+f5vKLzzLuiH34YRo6Eu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k5OTiY8PJzp06fTrVs32rdvz/z586/4/TWIFhERCUAaRIuI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\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CkyZQqhTMn2+2MBERybbvvvuOkydP0q9fv4z3+Au92yJFinDmzBlcLtfV3/89YOPGjTRq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\nERERERGRmPp/NUgMwn286goAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f54251b3150>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%matplotlib inline\n",
"\n",
"plt.rcParams['figure.figsize'] = (12, 14)\n",
"\n",
"# Create a skewT plot\n",
"skew = SkewT()\n",
"\n",
"# Plot the data\n",
"skew.plot(p, t, 'r')\n",
"skew.plot(p, td, 'b')\n",
"skew.plot(p, td2, 'y')\n",
"skew.plot(p, dwpc, 'g')\n",
"\n",
"skew.plot_barbs(p, u, v)\n",
"skew.ax.set_ylim(1000, 100)\n",
"skew.ax.set_xlim(-40, 60)\n",
"\n",
"\n",
"plt.title(sounding_title)\n",
"\n",
"# Calculate LCL height and plot as black dot\n",
"l = lcl(p[0], t[0], td[0])\n",
"lcl_temp = dry_lapse(concatenate((p[0], l)), t[0])[-1].to('degC')\n",
"skew.plot(l, lcl_temp, 'ko', markerfacecolor='black')\n",
"\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, '40%', '40%', loc=2)\n",
"h = Hodograph(ax_hod, component_range=get_wind_speed(u, v).max())\n",
"h.add_grid(increment=20)\n",
"h.plot_colormapped(u, v, spd)\n",
"\n",
"# Show the plot\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.10"
}
},
"nbformat": 4,
"nbformat_minor": 0
}