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@ajdawson
Created May 16, 2016 10:49
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import cartopy.crs as ccrs\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"<cartopy.mpl.gridliner.Gridliner at 0x106a17ad0>"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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zMzP8/PPPGDduHCZMmIBNmzZV+fl+7SBeFZmZmejSpQu6dOki88XCvn37VmiiqC4VOfBL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\nQoUKFSpUqFChQoUC8/8Z5xx8DW/4iQAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x103ac0a90>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"p = ccrs.LambertConformal(central_longitude=262.5, central_latitude=38.5, standard_parallels=(38.5, 38.5))\n",
"ax = plt.axes(projection=p)\n",
"ax.set_extent([-140, -60, 20, 70], crs=ccrs.PlateCarree())\n",
"ax.coastlines()\n",
"ax.gridlines()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To understand the argument provided to ax.set_extent() we can visualise the process. The argument I provided above was a list containing minimum longitude, maximum longitude, minumum latitude and maximum latitude. These limites describe a rectangle in the Plate Carree projection. When I specify this rectangle as the extents of a plot in a different projection I am specifying that I want the projected are to be a rectangle that best fits the defined rectangle when projected into the display projection. Below I've illustrated this by drawing the box in both the Plate Carree and Lambert Conformal Conic projections. In the first image it is just a box as expected. In the second image the box has been deformed to plot it on an LCC projection, and the area of the projection is such that it tightly fits the box."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.patches.Polygon at 0x106ca34d0>]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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H8+dRmJqWDAuRSqXo6BihrW2Eq2t3XF278/TpVc6fX0vnzkXvn9jYIGrValqq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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10693c3d0>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"box_x = [-140, -60, -60, -140, -140]\n",
"box_y = [20, 20, 70, 70, 20]\n",
"\n",
"fig = plt.figure(figsize=(12, 4))\n",
"\n",
"ax1 = plt.subplot(121, projection=ccrs.PlateCarree())\n",
"ax1.set_global()\n",
"ax1.coastlines()\n",
"ax1.gridlines()\n",
"ax1.fill(box_x, box_y, alpha=0.4, transform=ccrs.PlateCarree())\n",
"\n",
"ax2 = plt.subplot(122, projection=p)\n",
"ax2.set_extent([-140, -60, 20, 70], crs=ccrs.PlateCarree())\n",
"ax2.coastlines()\n",
"ax2.gridlines()\n",
"ax2.fill(box_x, box_y, alpha=0.4, transform=ccrs.PlateCarree())"
]
}
],
"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": "2.7.11"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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