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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"# ADIAB_WAVE TESTCASE\n",
"\n",
"This notebook shows how to plot the vertical cross-section of the Stokes drift, the quasi-Eulerian velocity and the Lagrangian velocity for the ADIAB_WAVE test case experiment. This allow you to compare your results with Ardhuin et al (2008) and Bennis et al. (2011). The results exhibit a vertical shear in the Lagrangian velocity that is entirely due to the Stokes drift. The quasi-Eulerian velocity is irrotational and homogeneous over the water column. The Stokes drift divergence is compensated by a strong convergence in the quasi-Eulerian velocity.\n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"collapsed": false
},
"outputs": [
],
"source": [
"import netCDF4 as nc4\n",
"import numpy as np\n",
"from netCDF4 import Dataset\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib as mpl\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.cm as cm\n",
"font = {'weight' : 'bold',\n",
" 'size' : 18}\n",
"plt.rc('font', **font)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"collapsed": false
},
"outputs": [
],
"source": [
"# netcdf file\n",
"exp_name = 'EXP00'\n",
"file_name = f'../{exp_name}/ADIAB_GLM_grid_U.nc'\n",
"tind = 899\n",
"ncfile = Dataset(file_name, mode='r')"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"collapsed": false
},
"outputs": [
],
"source": [
"# read variables\n",
"depth=ncfile.variables['e3u_inst'][tind,0:119,2,1:76].squeeze()\n",
"depth=np.cumsum(depth,0)\n",
"nav=ncfile.variables['nav_lon'][2, 1:76]\n",
"nav=np.tile(nav,(np.size(depth,0),1))\n",
"us=ncfile.variables['sdzocrtx'][tind, 0:119 ,2 , 1:76]\n",
"u=ncfile.variables['uo_inst'][tind, 0:119 ,2 , 1:76]\n",
"ncfile.close()"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 864x432 with 2 Axes>"
]
},
"execution_count": 16,
"metadata": {
"image/png": {
"height": 408,
"width": 710
},
"needs_background": "light"
},
"output_type": "execute_result"
}
],
"source": [
"# Figure Stokes drift (Us)\n",
"fig, ax = plt.subplots(figsize=(12,6))\n",
"level=np.arange(0.006,0.054, 0.002 )\n",
"CS = ax.contourf(nav,depth,us,level)\n",
"cbar=fig.colorbar(CS)\n",
"cbar.ax.tick_params(labelsize=20)\n",
"ax.set_title('Stokes drift (m/s) after t=%s s'%(tind+1))\n",
"ax.invert_yaxis()\n",
"plt.ylabel('depth(m)')\n",
"plt.xlabel('x(km)')\n",
"plt.grid(True)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 864x432 with 2 Axes>"
]
},
"execution_count": 17,
"metadata": {
"image/png": {
"height": 408,
"width": 727
},
"needs_background": "light"
},
"output_type": "execute_result"
}
],
"source": [
"# Figure quasi-Eulerian velocity (U)\n",
"fig, ax = plt.subplots(figsize=(12,6))\n",
"CS = ax.contourf(nav,depth,u)\n",
"cbar=fig.colorbar(CS)\n",
"cbar.ax.tick_params(labelsize=20)\n",
"ax.set_title('quasi-Eulerian velocity (m/s) after t=%s s'%(tind+1))\n",
"ax.invert_yaxis()\n",
"plt.ylabel('depth(m)')\n",
"plt.xlabel('x(km)')\n",
"plt.grid(True)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 864x432 with 2 Axes>"
]
},
"execution_count": 18,
"metadata": {
"image/png": {
"height": 408,
"width": 727
},
"needs_background": "light"
},
"output_type": "execute_result"
}
],
"source": [
"# Figure Lagrangian velocity (UL=U+Us)\n",
"fig, ax = plt.subplots(figsize=(12,6))\n",
"CS = ax.contourf(nav,depth,u+us,10)\n",
"cbar=fig.colorbar(CS)\n",
"cbar.ax.tick_params(labelsize=20)\n",
"ax.set_title('Lagrangian velocity(m/s) after t=%s s'%(tind+1))\n",
"ax.invert_yaxis()\n",
"plt.ylabel('depth(m)')\n",
"plt.xlabel('x(km)')\n",
"plt.grid(True)\n",
"plt.show()"
]
}
],
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