From 8d9c615b6ae18f6bd944437ef957d8043225be26 Mon Sep 17 00:00:00 2001 From: Michael James Date: Mon, 24 Oct 2016 11:04:56 -0500 Subject: [PATCH] bufrUA notebook update --- .../notebooks/Upper_Air_BUFR_Soundings.ipynb | 120 ++++++++---------- 1 file changed, 55 insertions(+), 65 deletions(-) diff --git a/examples/notebooks/Upper_Air_BUFR_Soundings.ipynb b/examples/notebooks/Upper_Air_BUFR_Soundings.ipynb index 339b97f..8727fe4 100644 --- a/examples/notebooks/Upper_Air_BUFR_Soundings.ipynb +++ b/examples/notebooks/Upper_Air_BUFR_Soundings.ipynb @@ -4,18 +4,29 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The following notebook takes you through the stepd of retreiving an Upper Air vertical profile from an AWIPS EDEX server, and plotting with Matplotlib and MetPy.\n", + "The following script takes you through the steps of retrieving an Upper Air vertical profile from an AWIPS EDEX server and plotting a Skew-T/Log-P chart with Matplotlib and MetPy.\n", "\n", - "The **bufrua** plugin returns separate objects for parameters at **mandatory levels** and at **significant temperature levels**. For the SkewT/LogP plot, significant temperature levels are used to plot the pressure, temperature, and dewpoint lines, while mandatory levels are used to plot the wind profile." + "The **bufrua** plugin returns separate objects for parameters at **mandatory levels** and at **significant temperature levels**. For the Skew-T/Log-P plot, significant temperature levels are used to plot the pressure, temperature, and dewpoint lines, while mandatory levels are used to plot the wind profile." ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 65, "metadata": { "collapsed": false }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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4EDjQObcm7RjHA3cA7wT3nwPOiyD2yN1+++1xhxCL5uS9vnI9AIZRYiW5CikS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\nEeXL26VdIcRdjt4x9zA6ACGEcDRKqalAW6BZ6k55shAgAXgaSBmE2Aegd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G9wRDbi7g4/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87SnvnTt3Ur26eXyWMWPGcOLEiWwHT7UWUjEXQgg7U5iBpOxF5j7mqU3Z4+ISmT9/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\nVatWUVBQwJQpU7zLjx49yqWXXkrv3r3ZsWMHL7zwAn/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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "%matplotlib inline\n", "from awips.dataaccess import DataAccessLayer\n", @@ -28,25 +39,16 @@ "from metpy.plots import SkewT, Hodograph\n", "from metpy.units import units, concatenate\n", "\n", - "# Set EDEX host\n", + "# Set host\n", "DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n", "request = DataAccessLayer.newDataRequest()\n", "\n", - "# Data type bufrua\n", + "# Set data type\n", "request.setDatatype(\"bufrua\")\n", "availableLocs = DataAccessLayer.getAvailableLocationNames(request)\n", - "availableLocs.sort()" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "# Parameters\n", + "availableLocs.sort()\n", + "\n", + "# Set Mandatory and Significant Temperature level parameters\n", "MAN_PARAMS = set(['prMan', 'htMan', 'tpMan', 'tdMan', 'wdMan', 'wsMan'])\n", "SIGT_PARAMS = set(['prSigT', 'tpSigT', 'tdSigT'])\n", "request.setParameters(\"wmoStaNum\", \"validTime\", \"rptType\", \"staElev\", \"numMand\",\n", @@ -54,25 +56,28 @@ "request.getParameters().extend(MAN_PARAMS)\n", "request.getParameters().extend(SIGT_PARAMS)\n", "\n", - "station = \"72562\" # KLBF\n", - "request.setLocationNames(station)\n", + "# Set station ID (not name)\n", + "request.setLocationNames(\"72562\") #KLBF\n", "\n", + "# Get all times\n", "datatimes = DataAccessLayer.getAvailableTimes(request)\n", "\n", "# Get most recent record\n", - "response = DataAccessLayer.getGeometryData(request,times=datatimes[-2].validPeriod)\n", + "response = DataAccessLayer.getGeometryData(request,times=datatimes[-1].validPeriod)\n", "\n", "# Initialize data arrays\n", - "prMan,wdMan,wsMan = np.array([]),np.array([]),np.array([])\n", + "tdMan,tpMan,prMan,wdMan,wsMan = np.array([]),np.array([]),np.array([]),np.array([]),np.array([])\n", "prSig,tpSig,tdSig = np.array([]),np.array([]),np.array([])\n", "manGeos = []\n", "sigtGeos = []\n", "\n", - "# Build ordered arrays\n", + "# Build arrays\n", "for ob in response:\n", " if set(ob.getParameters()) & MAN_PARAMS:\n", " manGeos.append(ob)\n", " prMan = np.append(prMan,ob.getNumber(\"prMan\"))\n", + " tpMan = np.append(tpMan,ob.getNumber(\"tpMan\"))\n", + " tdMan = np.append(tdMan,ob.getNumber(\"tdMan\"))\n", " wdMan = np.append(wdMan,ob.getNumber(\"wdMan\"))\n", " wsMan = np.append(wsMan,ob.getNumber(\"wsMan\"))\n", " continue\n", @@ -81,76 +86,61 @@ " prSig = np.append(prSig,ob.getNumber(\"prSigT\"))\n", " tpSig = np.append(tpSig,ob.getNumber(\"tpSigT\"))\n", " tdSig = np.append(tdSig,ob.getNumber(\"tdSigT\"))\n", - " continue" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "sounding_title = str(ob.getLocationName()) + \" \" + str(ob.getDataTime())\n", + " continue\n", "\n", - "# Need to sort mandatory (not sigT) levels because of the 1000.MB interpolation inclusion\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", + "tman = tpMan[ps]\n", + "dman = tdMan[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", + "tman[tman <= -9999] = np.nan\n", + "dman[dman <= -9999] = np.nan\n", "direc[direc <= -9999] = np.nan\n", "spd[spd <= -9999] = np.nan\n", "\n", - "u,v = get_wind_components(spd, np.deg2rad(direc))\n", + "# assign units\n", "p = (prSig/100) * units.mbar\n", - "wpres = (wpres/100) * units.mbar\n", "T = (tpSig-273.15) * units.degC\n", - "Td = (tdSig-273.15) * units.degC" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "data": { - "image/png": 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XJGktoNW5RUQk+tREi4hE3JYtW8IuIRSp5P5h/Q/8a8a/AGjaoCl3H3O3V2X5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\n5+LgToW6e9DdHL3v0Z6fp64iOd6vvgo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cMWMGR82YwZLCwsDOe9RRR3HLLbdUeYt2VlYW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\nIlpRFMWBZWdnc+TIEbp166YmPlMUxezua3sfbQPbAhAVH8Xa0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9XVlcDAwHL3lXy9Xl9x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\nIUM4dOiQx2J6+eWXcTg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ARB51LRsNdATigDUiEuS9EN2uC/Aq1mf0L8BpYF2BnP4D3AAM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\niFZKKaWUUkoppUrp/wEOrVk3slnYyAAAAABJRU5ErkJggg==\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Create a skewT plot\n", + "Td = (tdSig-273.15) * units.degC\n", + "wpres = (wpres/100) * units.mbar\n", + "tman = tman * units.degC\n", + "dman = dman * units.degC\n", + "u,v = get_wind_components(spd, np.deg2rad(direc))\n", + "\n", + "# Create SkewT/LogP\n", "plt.rcParams['figure.figsize'] = (8, 10)\n", "skew = SkewT()\n", - "\n", - "# Plot the data using normal plotting functions, in this case using\n", - "# log scaling in Y, as dictated by the typical meteorological plot\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(-30, 30)\n", - "plt.title(sounding_title)\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", "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", + "# 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",