notebooks/example_02.ipynb

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  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os;os.chdir('../')\n",
    "\n",
    "import pyscissor\n",
    "from netCDF4 import Dataset,num2date\n",
    "import fiona, numpy as np\n",
    "import pylab as pl\n",
    "import cartopy.crs as ccrs\n",
    "from cartopy.feature import ShapelyFeature\n",
    "from shapely.geometry import shape\n",
    "\n",
    "from datetime import datetime as dt\n",
    "\n",
    "%config InlineBackend.figure_format = 'svg'\n",
    "import imp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# read shapefile and netcdf file\n",
    "ncf= Dataset('data/sample_2.nc','r')\n",
    "sf = fiona.open('zip://data/shape_esri.zip','r') # ESRI shapefile can be used to"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "lats =ncf.variables['lat'][:]\n",
    "lons =ncf.variables['lon'][:]\n",
    "temp =ncf.variables['tmin'][:]\n",
    "times=num2date(ncf.variables['time'][:],ncf.variables['time'].units)[:]\n",
    "times_py=[dt(x.year,x.month,x.day,x.hour,x.minute) for x in times]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "record = next(iter(sf))\n",
    "shapely_shape = shape(record['geometry'])\n",
    "pys = pyscissor.scissor(shapely_shape,lats,lons)\n",
    "wg = pys.get_masked_weight()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
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      "text/plain": [
       "<Figure size 360x360 with 2 Axes>"
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   "source": [
    "# extent of plot\n",
    "x0,x1=90.18, 93.15\n",
    "y0,y1=20.41, 24.61\n",
    "\n",
    "# cartopy feature\n",
    "cart_ft = ShapelyFeature([shapely_shape],ccrs.PlateCarree(),facecolor='none',edgecolor='cyan',linewidth=2)\n",
    "\n",
    "# plot\n",
    "fig =pl.figure(figsize=(5,5))\n",
    "ax=pl.axes(projection=ccrs.PlateCarree())\n",
    "\n",
    "pl.pcolormesh(lons,lats,wg,cmap='viridis_r',shading='nearest')\n",
    "# pl.pcolormesh(x,y,wg,cmap='viridis_r')\n",
    "pl.colorbar()\n",
    "ax.add_feature(cart_ft)\n",
    "ax.set_xlim(x0,x1)\n",
    "ax.set_ylim(y0,y1)\n",
    "pl.show()"
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