python-awips/examples/notebooks/.ipynb_checkpoints/Plotting_a_Sounding_with_MetPy-checkpoint.ipynb
2016-03-15 20:27:25 -05:00

146 lines
156 KiB
Text

{
"cells": [
{
"cell_type": "code",
"execution_count": 34,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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aiszMTNEx6CzY9CAi0jlN02A2m0XHOK/Y2FjMmvUYgPa7Pbwx1SffsgX9lNEI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\nMcYYY4wxxpio9P8lJewXGcVugQAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7fed6fe42a10>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from awips.dataaccess import DataAccessLayer\n",
"\n",
"import matplotlib.tri as mtri\n",
"import matplotlib.pyplot as plt\n",
"from mpl_toolkits.axes_grid1.inset_locator import inset_axes\n",
"import numpy as np\n",
"\n",
"from metpy.calc import get_wind_components, lcl, dry_lapse, parcel_profile\n",
"from metpy.plots import SkewT, Hodograph\n",
"from metpy.units import units, concatenate\n",
"\n",
"plt.rcParams['figure.figsize'] = (12, 14)\n",
"\n",
"# Set EDEX host\n",
"DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n",
"request = DataAccessLayer.newDataRequest()\n",
"\n",
"# Data type bufrua\n",
"request.setDatatype(\"bufrua\")\n",
"# Parameters\n",
"request.setParameters(\"tpMan\",\"tdMan\",\"prMan\",\"htMan\",\"wdMan\",\"wsMan\")\n",
"# Station ID (name doesn't work yet)\n",
"request.setLocationNames(\"72240\")\n",
"datatimes = DataAccessLayer.getAvailableTimes(request)\n",
"\n",
"# Get most recent record\n",
"response = DataAccessLayer.getGeometryData(request,times=datatimes[-1].validPeriod)\n",
"\n",
"# Initialize data arrays\n",
"tpMan,tdMan,prMan,htMan,wdMan,wsMan = [],[],[],[],[],[]\n",
"\n",
"# Build ordered arrays\n",
"for ob in response:\n",
" tpMan.append(float(ob.getString(\"tpMan\")))\n",
" tdMan.append(float(ob.getString(\"tdMan\")))\n",
" prMan.append(float(ob.getString(\"prMan\")))\n",
" htMan.append(float(ob.getString(\"htMan\")))\n",
" wdMan.append(float(ob.getString(\"wdMan\")))\n",
" wsMan.append(float(ob.getString(\"wsMan\")))\n",
"\n",
"# Convert \n",
"# we can use units.* here?\n",
"T = np.array(tpMan)-273.15\n",
"Td = np.array(tdMan)-273.15\n",
"p = np.array(prMan)/100\n",
"height = np.array(htMan)\n",
"direc = np.array(wdMan)\n",
"spd = np.array(wsMan)\n",
"u, v = get_wind_components(spd, np.deg2rad(direc))\n",
"\n",
"p = p * units.mbar\n",
"T = T * units.degC\n",
"Td = Td * units.degC\n",
"spd = spd * units.knot\n",
"direc = direc * units.deg\n",
"\n",
"# Create a skewT plot\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')\n",
"skew.plot(p, Td, 'g')\n",
"skew.plot_barbs(p, u, v)\n",
"skew.ax.set_ylim(1000, 100)\n",
"skew.ax.set_xlim(-40, 60)\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",
"# Example of coloring area between profiles\n",
"skew.ax.fill_betweenx(p, T, prof, where=T>=prof, facecolor='blue', alpha=0.4)\n",
"skew.ax.fill_betweenx(p, T, prof, where=T<prof, facecolor='red', alpha=0.4)\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=3)\n",
"h = Hodograph(ax_hod, component_range=80.)\n",
"h.add_grid(increment=20)\n",
"h.plot_colormapped(u, v, spd)\n",
"\n",
"# Show the plot\n",
"plt.show()"
]
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