Skip to content

Instantly share code, notes, and snippets.

@wradlib
Created July 29, 2016 09:20
Show Gist options
  • Save wradlib/da25e2232af1c53ef931e481aec6ea76 to your computer and use it in GitHub Desktop.
Save wradlib/da25e2232af1c53ef931e481aec6ea76 to your computer and use it in GitHub Desktop.
Create CAPPI from Rainbow Volume Data
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"nbsphinx": "hidden"
},
"source": [
"This notebook is part of the $\\omega radlib$ documentation: http://wradlib.org/wradlib-docs.\n",
"\n",
"Copyright (c) 2016, $\\omega radlib$ developers.\n",
"Distributed under the MIT License. See LICENSE.txt for more info."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Create CAPPI from Rainbow Volume Data"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import wradlib as wrl\n",
"import matplotlib.pyplot as pl\n",
"import numpy as np\n",
"import warnings\n",
"warnings.filterwarnings('ignore')\n",
"try:\n",
" get_ipython().magic(\"matplotlib inline\")\n",
"except:\n",
" pl.ion()\n",
"\n",
"from osgeo import osr\n",
"import datetime as dt"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Load Rainbow file"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"filename = '/local/kai/daten/radar_all_over_the_world/RAINBOW/2015120123505200dBZ.vol'\n",
"rbdict = wrl.io.read_Rainbow(filename)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Setting up "
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"lon = rbdict['volume']['sensorinfo']['lon']\n",
"lat = rbdict['volume']['sensorinfo']['lat']\n",
"sitecoords = (float(lat), float(lon), 0.)\n",
"\n",
"elevs = []\n",
"numele = int(rbdict['volume']['scan']['pargroup']['numele'])\n",
"\n",
"# setup projection for south india\n",
"# http://spatialreference.org/ref/epsg/kalianpur-1975-india-zone-iv/\n",
"proj = osr.SpatialReference()\n",
"proj.ImportFromEPSG(24383)\n",
"\n",
"# get slices dict\n",
"slices = rbdict['volume']['scan']['slice']\n",
"\n",
"# setup coord and data arrays\n",
"xyz, data = np.array([]).reshape((-1, 3)), np.array([])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Iterate over available slices"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Available elevations: [0.2, 1.0, 2.0, 3.0, 4.5, 6.0, 9.0, 12.0, 16.0, 21.0]\n"
]
}
],
"source": [
"# iterate over available slices\n",
"for nofslice in range(numele):\n",
"\n",
" # there are slices with 361 rays\n",
" # make sure to only get first 360 rays\n",
" azi = slices[nofslice]['slicedata']['rayinfo']['data'][0:360]\n",
"\n",
" azidepth = float(\n",
" slices[nofslice]['slicedata']['rayinfo']['@depth'])\n",
"\n",
" # we want only 360 rays\n",
" azi = azi * 360. / 2 ** azidepth\n",
" # get azimuth of first ray\n",
" zero_azi = int(round(azi[0]))\n",
" # realign azimuth array to have 0deg as first ray\n",
" azi = np.roll(azi, zero_azi, axis=0)\n",
"\n",
" # append slice elevation angle to elevs\n",
" el = float(slices[nofslice]['posangle'])\n",
" elevs.append(el)\n",
"\n",
" # stoprange is valid for all slices\n",
" if nofslice == 0:\n",
" stoprange = float(slices[nofslice]['stoprange'])\n",
" # whereas rangestep is available in every slice\n",
" rangestep = float(slices[nofslice]['rangestep'])\n",
"\n",
" # create range array and have it in meter\n",
" r = np.arange(0 + rangestep/2, stoprange, rangestep) * 1000.\n",
"\n",
" # calculate slice coordinates\n",
" xyz_ = wrl.vpr.volcoords_from_polar(sitecoords, el, azi, r, proj)\n",
"\n",
" # get data, make sure to only get the first 360 rays\n",
" data_ = slices[nofslice]['slicedata']['rawdata']['data'][0:360,:]\n",
" datadepth = float(slices[nofslice]['slicedata']['rawdata']['@depth'])\n",
" datamin = float(slices[nofslice]['slicedata']['rawdata']['@min'])\n",
" datamax = float(slices[nofslice]['slicedata']['rawdata']['@max'])\n",
" data_ = datamin + data_ * (datamax - datamin) / 2 ** datadepth\n",
"\n",
" # make sure the data is aligned to zero azimuth == due north\n",
" data_ = np.roll(data_, zero_azi, axis=0)\n",
"\n",
" # stack up coords and data\n",
" xyz, data = np.vstack((xyz, xyz_)), np.append(data, data_.ravel())\n",
"\n",
"print(\"Available elevations: {0}\".format(elevs))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Setup and Create 3D-Grid"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"maxrange = 250000.\n",
"maxalt = 5000.\n",
"horiz_res = 1000.\n",
"vert_res = 250.\n",
"\n",
"trgxyz, trgshape = wrl.vpr.make_3D_grid(sitecoords, proj, maxrange,\n",
" maxalt, horiz_res, vert_res)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Setup and Create CAPPI"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Creating CAPPI instance took 14.173641 seconds.\n"
]
}
],
"source": [
"minelev = 0.2\n",
"maxelev = 21.0\n",
"tstart = dt.datetime.now()\n",
"gridder = wrl.vpr.CAPPI(xyz, trgxyz, trgshape, maxrange, minelev, maxelev)\n",
"print(\"Creating CAPPI instance took {} seconds.\".format((dt.datetime.now() - tstart).total_seconds()))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Interpolate and mask 3D-Data "
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"3-D interpolation took 42.91132 seconds.\n"
]
}
],
"source": [
"tstart = dt.datetime.now()\n",
"vol = np.ma.masked_invalid(gridder(data).reshape(trgshape))\n",
"print(\"3-D interpolation took {} seconds.\".format((dt.datetime.now() - tstart).total_seconds()))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Plot data with annotation"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAsUAAAKICAYAAACYDYeqAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f25f3a48ad0>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"unit = rbdict['volume']['scan']['slice'][0]['slicedata']['rawdata']['@type']\n",
"time = rbdict['volume']['scan']['slice'][0]['slicedata']['@time']\n",
"date = rbdict['volume']['scan']['slice'][0]['slicedata']['@date']\n",
"sensorname = rbdict['volume']['sensorinfo']['@name']\n",
"\n",
"trgx = trgxyz[:, 0].reshape(trgshape)[0, 0, :]\n",
"trgy = trgxyz[:, 1].reshape(trgshape)[0, :, 0]\n",
"trgz = trgxyz[:, 2].reshape(trgshape)[:, 0, 0]\n",
"wrl.vis.plot_max_plan_and_vert(trgx, trgy, trgz, vol, unit='Horizontal Reflectivity {0}'.format(unit),\n",
" levels=range(-32, 60), title='CAPPI: Radar {0}, {1}T{2}'.format(sensorname, date, time))"
]
}
],
"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": "2.7.12"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
@kmuehlbauer
Copy link

The gist is wrong with respect to the sitecoords. It has the longitude/latitude accidentally swapped.

Please change:

lon = rbdict['volume']['sensorinfo']['lon']
lat = rbdict['volume']['sensorinfo']['lat']
sitecoords = (float(lat), float(lon), 0.)

to

lon = rbdict['volume']['sensorinfo']['lon']
lat = rbdict['volume']['sensorinfo']['lat']
sitecoords = (float(lon), float(lat), 0.)

@GiarnoArno
Copy link

GiarnoArno commented Feb 25, 2018

why i can not display image and have message :
QWindowsWindow::setGeomtery: Unable to set geometry 1000x1066+8+31 on QWidgetWindow/'MainWindowClassWindow'. Resulting geometry: 1000x749+8+31(frame:8, 31, 8, 8, custom margin: 0,0, 0, 0, minimum size: 67x66, maximum size: 16777215x16777215).

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment