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@tenomoto
Last active October 6, 2018 08:25
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Animate pcolormesh and scatter
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Introduction\n",
"\n",
"Assume we want to track the centre of a tropical cyclone from the sea-level pressure data in longitude–latitude grid.\n",
"This notebook shows how to animate shades or contours, and a point at the same time.\n",
"Shades, contours and points are termed `Artists` in matplotlib.\n",
"To find how to find the minimum value interpolated between grid points see [pytrack](https://bitbucket.org/enomosphere/pytrack).\n",
"To focus on plotting a simpler example is used here.\n",
"\n",
"# Plot a ‘tropical cylone’\n",
"\n",
"Define a function for cosine bell, which is used as the sea-level pressure field with a ‘tropical cyclone’."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import numpy as np\n",
"\n",
"lon = np.linspace(120, 150, 31)\n",
"lat = np.linspace(20, 50, 31)\n",
"\n",
"X, Y = np.meshgrid(lon, lat)\n",
"\n",
"def cosbel(x, y, height = -1, radius = 5):\n",
" r = np.sqrt(x**2 + y**2)\n",
" z = 0.5 * height * (1 +np.cos(np.pi * r / radius))\n",
" z[r > radius] = 0\n",
" return z"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"It is straightforward to draw contours and a point."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 792x792 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"plt.rcParams['font.size'] = 18\n",
"\n",
"fig, ax = plt.subplots(figsize=(11,11))\n",
"ax.set_aspect('equal')\n",
"\n",
"ax.set_xlabel(\"longitude\")\n",
"ax.set_ylabel(\"latitude\")\n",
"ax.set_title(\"FT=0\")\n",
"\n",
"lonc = 130\n",
"latc = 25\n",
"Z = 1000 + cosbel(X - lonc, Y - latc, height=-40)\n",
"im = ax.contourf(X, Y, Z)\n",
"ax.scatter(lonc, latc, c='white')\n",
"\n",
"cbar = fig.colorbar(im)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# ArtistsAnimation\n",
"\n",
"To animate `Artists` pass `figure` and a list of `Artists` to [`animation.ArtistsAnimation`](https://matplotlib.org/api/_as_gen/matplotlib.animation.ArtistAnimation.html). Use `save()` to save the animation to a file. `imagemagick` is required to create GIF and `ffmpeg` for MPEG-4. The script below animates `QuadContourSet` (return value of `contourf`)."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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"\">\n",
" Your browser does not support the video tag.\n",
"</video>"
],
"text/plain": [
"<matplotlib.animation.ArtistAnimation at 0x1071d1cf8>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%matplotlib inline\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib import animation\n",
"\n",
"plt.rcParams['animation.html'] = 'html5'\n",
"plt.rcParams['font.size'] = 18\n",
"\n",
"fig, ax = plt.subplots(figsize=(11,11))\n",
"ax.set_aspect('equal')\n",
"\n",
"ims = []\n",
"\n",
"for i in range(30):\n",
" lonc = 130 + 0.03*i**2\n",
" latc = 25 + i\n",
" Z = 1000 + cosbel(X - lonc, Y - latc, height=-40)\n",
" im = ax.contourf(X, Y, Z)\n",
" ims.append(im.collections) # use collections for QuadContourSet (return value of contourf)\n",
"\n",
"ani = animation.ArtistAnimation(fig, ims)\n",
"#ani.save(\"tc.gif\", writer=\"imagemagick\")\n",
"#ani.save(\"tc.mp4\", writer=\"ffmpeg\")\n",
"plt.close() # suppress plot\n",
"ani"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To animate `QuadMesh` (return value of `pcolormesh`) build the list by appending `[im]`."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
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"\">\n",
" Your browser does not support the video tag.\n",
"</video>"
],
"text/plain": [
"<matplotlib.animation.ArtistAnimation at 0x1067265c0>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%matplotlib inline\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib import animation\n",
"\n",
"plt.rcParams['animation.html'] = 'html5'\n",
"plt.rcParams['font.size'] = 18\n",
"\n",
"fig, ax = plt.subplots(figsize=(11,11))\n",
"ax.set_aspect('equal')\n",
"\n",
"ims = []\n",
"\n",
"for i in range(30):\n",
" lonc = 130 + 0.03*i**2\n",
" latc = 25 + i\n",
" Z = 1000 + cosbel(X - lonc, Y - latc, height=-40)\n",
" im = ax.pcolormesh(X, Y, Z, shading='gouraud') # shading for smoothing\n",
" ims.append([im]) # pass im as list\n",
"\n",
"ani = animation.ArtistAnimation(fig, ims)\n",
"plt.close()\n",
"ani"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Adding a centre\n",
"\n",
"When the centre is drawn with `scatter`, all the centres are drawn initially. The animation looks like [PAC-MAN&trade;](https://pacman.com/ja/). Funny, but this is not the desired result."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
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"\">\n",
" Your browser does not support the video tag.\n",
"</video>"
],
"text/plain": [
"<matplotlib.animation.ArtistAnimation at 0x108469278>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%matplotlib inline\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib import animation\n",
"\n",
"plt.rcParams['animation.html'] = 'html5'\n",
"plt.rcParams['font.size'] = 18\n",
"\n",
"fig, ax = plt.subplots(figsize=(11,11))\n",
"ax.set_aspect('equal')\n",
"ax.set_xlim(120, 150)\n",
"ax.set_ylim(20, 50)\n",
"\n",
"ims = []\n",
"\n",
"for i in range(30):\n",
" lonc = 130 + 0.03*i**2\n",
" latc = 25 + i\n",
" Z = 1000 + cosbel(X - lonc, Y - latc, height=-40)\n",
" ax.scatter(lonc, latc, c=\"white\")\n",
" im = ax.contourf(X, Y, Z)\n",
" ims.append(im.collections)\n",
"\n",
"ani = animation.ArtistAnimation(fig, ims)\n",
"plt.close()\n",
"ani"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# FuncAnimation\n",
"\n",
"To draw both shades and a point at the same time, an alternative approach is used: [`animation.Funcanimation`](https://matplotlib.org/api/_as_gen/matplotlib.animation.FuncAnimation.html).\n",
"\n",
"1. Draw a figure.\n",
"2. Define an update function. Do not redraw on `Axes`. Supply what changes between frames.\n",
"3. Call `FuncAnimation` with `Figure`, the update function, and the number of frames (or an iterable)."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
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"\">\n",
" Your browser does not support the video tag.\n",
"</video>"
],
"text/plain": [
"<matplotlib.animation.FuncAnimation at 0x1091b5ef0>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%matplotlib inline\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib import animation\n",
"\n",
"plt.rcParams['animation.html'] = 'html5'\n",
"plt.rcParams['font.size'] = 18\n",
"\n",
"fig, ax = plt.subplots(figsize=(11,11))\n",
"ax.set_aspect('equal')\n",
"ax.set_xlim(120, 150)\n",
"ax.set_ylim(20, 50)\n",
"ti = ax.set_title(\"FT=0\")\n",
"\n",
"lon0 = 130\n",
"lat0 = 25\n",
"p0 = 1000\n",
"dp = 40\n",
"\n",
"Z = p0 + cosbel(X - lon0, Y - lat0, height=-dp)\n",
"sc = ax.scatter(lonc, latc, c=\"white\")\n",
"pm = ax.pcolormesh(X, Y, Z, shading='gouraud')\n",
"\n",
"cbar = fig.colorbar(pm)\n",
"cbar.set_clim(p0-dp, p0)\n",
"cbar.set_ticks(np.linspace(p0-dp, p0, 11))\n",
"cbar.set_label('slp hPa')\n",
"\n",
"def update(i):\n",
" lonc = lon0 + 0.03*i**2\n",
" latc = lat0 + i\n",
" Z = p0 + cosbel(X - lonc, Y - latc, height = -dp + 2 * i)\n",
" sc.set_offsets((lonc, latc))\n",
" pm.set_array(Z.ravel()) # convert array to 1d with ravel()\n",
" sc.set_zorder(1) # need to set drawing order with pcolormesh\n",
" pm.set_zorder(0)\n",
" ti.set_text(\"FT={}\".format(i * 6))\n",
"\n",
"ani = animation.FuncAnimation(fig, update, frames=30)\n",
"plt.close()\n",
"ani"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.6"
},
"toc": {
"nav_menu": {},
"number_sections": true,
"sideBar": true,
"skip_h1_title": false,
"toc_cell": false,
"toc_position": {},
"toc_section_display": "block",
"toc_window_display": false
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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