Skip to content

Instantly share code, notes, and snippets.

@ajdawson
Created January 12, 2017 15:03
Show Gist options
  • Save ajdawson/af48876a97859e5bcb0d625e6c96ba39 to your computer and use it in GitHub Desktop.
Save ajdawson/af48876a97859e5bcb0d625e6c96ba39 to your computer and use it in GitHub Desktop.
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import cartopy.crs as ccrs\n",
"import matplotlib.pyplot as plt\n",
"import iris\n",
"import iris.plot as iplt"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Preliminary: load some sample data\n",
"\n",
"Note: the loaded data spans 0-360 in this case, but it doesn't matter."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[ 0. 3.74999905 7.49999809 11.24999714 14.99999619\n",
" 18.74999619 22.49999428 26.24999237 29.99999237 33.74999237\n",
" 37.49999237 41.24998856 44.99998856 48.74998856 52.49998474\n",
" 56.24998474 59.99998474 63.74998474 67.49998474 71.24998474\n",
" 74.99998474 78.74997711 82.49997711 86.24997711 89.99997711\n",
" 93.74997711 97.49997711 101.24997711 104.99996948 108.74996948\n",
" 112.49996948 116.24996948 119.99996948 123.74996948 127.49996948\n",
" 131.24996948 134.99996948 138.74996948 142.49996948 146.24996948\n",
" 149.99996948 153.74995422 157.49995422 161.24995422 164.99995422\n",
" 168.74995422 172.49995422 176.24995422 179.99995422 183.74995422\n",
" 187.49995422 191.24995422 194.99995422 198.74995422 202.49995422\n",
" 206.24995422 209.99993896 213.74993896 217.49993896 221.24993896\n",
" 224.99993896 228.74993896 232.49993896 236.24993896 239.99993896\n",
" 243.74993896 247.49993896 251.24993896 254.99993896 258.74993896\n",
" 262.49993896 266.24993896 269.99993896 273.74993896 277.49993896\n",
" 281.24993896 284.99993896 288.74993896 292.49993896 296.24993896\n",
" 299.99993896 303.74990845 307.49990845 311.24990845 314.99990845\n",
" 318.74990845 322.49990845 326.24990845 329.99990845 333.74990845\n",
" 337.49990845 341.24990845 344.99990845 348.74990845 352.49990845\n",
" 356.24990845]\n"
]
}
],
"source": [
"cube = iris.load_cube(iris.sample_data_path('air_temp.pp'))\n",
"print(cube.coord('longitude').points)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Case 1: 50W - 50E"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[-48.75009155 -45.00009155 -41.25009155 -37.50009155 -33.75009155\n",
" -30.00009155 -26.25009155 -22.50009155 -18.75009155 -15.00009155\n",
" -11.25009155 -7.50009155 -3.75009155 0. 3.74999905\n",
" 7.49999809 11.24999714 14.99999619 18.74999619 22.49999428\n",
" 26.24999237 29.99999237 33.74999237 37.49999237 41.24998856\n",
" 44.99998856 48.74998856]\n"
]
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAMIAAAFKCAYAAABPdYAwAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\niCAIAiCCIAiACIIgACIIggCIIAgCAP8PL8OJZ66bUhsAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7fd3a5357750>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"cube1 = cube.intersection(longitude=(-50, 50))\n",
"print(cube1.coord('longitude').points)\n",
"\n",
"ax = plt.axes(projection=ccrs.PlateCarree(central_longitude=0)) # default central_longitude\n",
"ax.coastlines()\n",
"iris.plot.pcolormesh(cube1)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Case 2: 170W - 120W"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[-168.75004578 -165.00004578 -161.25004578 -157.50004578 -153.75004578\n",
" -150.00006104 -146.25006104 -142.50006104 -138.75006104 -135.00006104\n",
" -131.25006104 -127.50006104 -123.75006104 -120.00006104]\n"
]
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAG4AAAFKCAYAAAD8EWpvAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7fd3a3074f50>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"cube2 = cube.intersection(longitude=(-170,-120))\n",
"print(cube2.coord('longitude').points)\n",
"\n",
"ax = plt.axes(projection=ccrs.PlateCarree(central_longitude=0)) # default central_longitude\n",
"ax.coastlines()\n",
"iris.plot.pcolormesh(cube2)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Case 3: 150E - 120W"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[ 153.74995422 157.49995422 161.24995422 164.99995422 168.74995422\n",
" 172.49995422 176.24995422 179.99995422 183.74995422 187.49995422\n",
" 191.24995422 194.99995422 198.74995422 202.49995422 206.24995422\n",
" 209.99993896 213.74993896 217.49993896 221.24993896 224.99993896\n",
" 228.74993896 232.49993896 236.24993896 239.99993896]\n"
]
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAK4AAAFKCAYAAACErmTOAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nlRgSKVyJIfl/Ugwu8pCnDZsAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7fd3a2621450>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"cube3 = cube.intersection(longitude=(150, 240))\n",
"print(cube3.coord('longitude').points)\n",
"\n",
"ax = plt.axes(projection=ccrs.PlateCarree(central_longitude=180)) # modified central_longitude\n",
"ax.coastlines()\n",
"iris.plot.pcolormesh(cube3)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAeQAAAD8CAYAAACmXNe7AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7fd3a0a9bdd0>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ax = plt.axes(projection=ccrs.PlateCarree(central_longitude=0)) # with default central_longitude\n",
"ax.coastlines()\n",
"iris.plot.pcolormesh(cube3)\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": "2.7.12"
}
},
"nbformat": 4,
"nbformat_minor": 1
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment