{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"\n",
"\n",
""
],
"text/plain": [
""
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd\n",
"import netCDF4 as nc\n",
"import seaborn as sns\n",
"import matplotlib.colors as mcolors\n",
"import glob\n",
"import os\n",
"import xarray as xr\n",
"import cmocean\n",
"import datetime\n",
"from salishsea_tools import viz_tools, tidetools, geo_tools, gsw_calls, wind_tools\n",
"import pickle\n",
"from matplotlib.colors import LinearSegmentedColormap\n",
"import matplotlib.patches as mpatches\n",
"import h5py\n",
"from IPython.core.display import display, HTML\n",
"display(HTML(\"\"))\n",
"\n",
"%matplotlib inline\n",
"\n",
"from pandas.plotting import register_matplotlib_converters\n",
"register_matplotlib_converters()\n",
"\n",
"from IPython.display import HTML\n",
"\n",
"HTML('''\n",
"\n",
"''')"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"bathy = nc.Dataset('/data/vdo/MEOPAR/grid/bathymetry_201702.nc', 'r') "
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"SOG350highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SOG/fakewinds_01may16/04jan20-11jan20/winds.hdf5', 'r')\n",
"SOG350lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SOG/fakewinds_02aug17/04jan20-11jan20/winds.hdf5', 'r')\n",
"SOG150highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SOG/fakewinds_08may17/04jan20-11jan20/winds.hdf5', 'r')\n",
"SOG150lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SOG/fakewinds_10nov17/04jan20-11jan20/winds.hdf5', 'r')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"zeroc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/zero_winds/04jan20-11jan20/winds.hdf5', 'r')"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"TP350highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/TP/fakewinds_20nov17/04jan20-11jan20/winds.hdf5', 'r')\n",
"TP350lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/TP/fakewinds_31may18/04jan20-11jan20/winds.hdf5', 'r')\n",
"TP150highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/TP/fakewinds_17nov15/04jan20-11jan20/winds.hdf5', 'r')\n",
"TP150lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/TP/fakewinds_13oct18/04jan20-11jan20/winds.hdf5', 'r')\n",
"\n",
"SB350highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SB/fakewinds_26dec16/04jan20-11jan20/winds.hdf5', 'r')\n",
"## reusing TP forcing files because for wind event\n",
"SB350lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/TP/fakewinds_13oct18/04jan20-11jan20/winds.hdf5', 'r')\n",
"SB150highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SB/fakewinds_26jun16/04jan20-11jan20/winds.hdf5', 'r')\n",
"SB150lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SB/fakewinds_02aug18/04jan20-11jan20/winds.hdf5', 'r')\n",
"\n",
"## reusing TP and SOG forcing files because for wind events\n",
"BP350highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SOG/fakewinds_01may16/04jan20-11jan20/winds.hdf5', 'r')\n",
"BP350lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/TP/fakewinds_13oct18/04jan20-11jan20/winds.hdf5', 'r')\n",
"BP150highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/TP/fakewinds_20nov17/04jan20-11jan20/winds.hdf5', 'r')\n",
"BP150lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/BP/fakewinds_19jul15/04jan20-11jan20/winds.hdf5', 'r')"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"def make_plot(cfile, yind, xind, ymax, ymin, xmax, xmin): \n",
" SOGc3 = np.zeros((24, 396, 896))\n",
" SOGv3 = np.zeros((24, 396, 896))\n",
" SOGu3 = np.zeros((24, 396, 896))\n",
" t = 0\n",
" for keyU, keyV in zip(list(SOG350highc['Results']['wind velocity X'].keys())[:24], list(SOG350highc['Results']['wind velocity Y'].keys())[:24]):\n",
" SOGc3[t, :] = np.sqrt(np.square(cfile['Results']['wind velocity X'][keyU][:]) \n",
" + np.square(cfile['Results']['wind velocity Y'][keyV][:]))\n",
" SOGu3[t, :] = cfile['Results']['wind velocity X'][keyU][:]\n",
" SOGv3[t, :] = cfile['Results']['wind velocity Y'][keyV][:]\n",
" t = t + 1\n",
"\n",
" fig, ax = plt.subplots(1, 3, figsize = (15, 10))\n",
" ax[0].set_title('u velocities')\n",
" ax[1].set_title('v velocities')\n",
" ax[2].set_title('wind speed')\n",
" ax[0].pcolormesh(np.ma.masked_array(np.average(SOGu3, axis = 0).T, mask = bathy.variables['Bathymetry'][:].mask[1:-1, 1:-1]), \n",
" vmin = -20, vmax = 20, cmap = cmocean.cm.delta)\n",
" ax[1].pcolormesh(np.ma.masked_array(np.average(SOGv3, axis = 0).T,mask = bathy.variables['Bathymetry'][:].mask[1:-1, 1:-1]), \n",
" vmin = -20, vmax = 20, cmap = cmocean.cm.delta)\n",
" mesh = ax[2].pcolormesh(np.ma.masked_array(np.average(SOGc3, axis = 0).T, mask = bathy.variables['Bathymetry'][:].mask[1:-1, 1:-1]), \n",
" vmin = -20, vmax = 20, cmap = cmocean.cm.delta)\n",
" q = ax[2].quiver(np.arange(0, 396, 1)[::5], np.arange(0, 896, 1)[::5],\n",
" np.ma.masked_array(np.average(SOGu3, axis = 0).T, mask = bathy.variables['Bathymetry'][:].mask[1:-1, 1:-1])[::5, ::5], \n",
" np.ma.masked_array(np.average(SOGv3, axis = 0).T, mask = bathy.variables['Bathymetry'][:].mask[1:-1, 1:-1])[::5, ::5], \n",
" scale = 100)\n",
" ax[2].quiverkey(q,0.1, 0.1, 10, r'$10 \\frac{m}{s}$', labelpos='E')\n",
" for a in ax:\n",
" a.plot(xind, yind, 'ro')\n",
" a.set_ylim(ymin, ymax)\n",
" a.set_xlim(xmin, xmax)\n",
" viz_tools.set_aspect(a)\n",
" p0 = ax[0].get_position().get_points().flatten()\n",
" p1 = ax[1].get_position().get_points().flatten()\n",
" p2 = ax[2].get_position().get_points().flatten()\n",
"\n",
" ax_cbar = fig.add_axes([p0[0], 0.2, p2[2], 0.05]) \n",
" cbar = plt.colorbar(mesh, cax=ax_cbar, orientation='horizontal')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# SOG 350 high"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
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