{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"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 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",
"from IPython.core.display import display, HTML\n",
"display(HTML(\"\"))\n",
"\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
""
],
"text/plain": [
""
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import HTML\n",
"\n",
"HTML('''\n",
"\n",
"''')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"from pandas.plotting import register_matplotlib_converters\n",
"register_matplotlib_converters()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"grid = nc.Dataset('/data/vdo/MEOPAR/NEMO-forcing/grid/bathymetry_201702.nc')\n",
"bathy, X, Y = tidetools.get_bathy_data(grid)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"vmax = 1\n",
"cmap2 = LinearSegmentedColormap.from_list('mycmap', [(0 / vmax, 'lightskyblue'),\n",
" (0.85 / vmax, 'lightskyblue'),\n",
" (0.850001 / vmax, 'bisque'),\n",
" (1 / vmax, 'bisque')]\n",
" )"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"cmap = LinearSegmentedColormap.from_list('mycmap', [(0 / vmax, 'darkmagenta'), #colour for 1/3\n",
" (0.5 / vmax, 'darkmagenta'),\n",
" (0.50001 / vmax, 'darkorange'), \n",
" (0.7 / vmax, 'darkorange'),\n",
" (0.70001 / vmax, 'red'),\n",
" (1 / vmax, 'red')]\n",
" )"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"pink_patch = mpatches.Patch(color='darkmagenta', label='1/3 runs')\n",
"orange_patch = mpatches.Patch(color='darkorange', label='2/3 runs')\n",
"red_patch = mpatches.Patch(color='red', label='3/3 runs')"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"wind_grid = nc.Dataset('https://salishsea.eos.ubc.ca/erddap/griddap/ubcSSaAtmosphereGridV1')"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(143, 141)"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"geo_tools.find_closest_model_point(-123.67, 49.21, wind_grid['longitude'][:]-360, wind_grid['latitude'][:],\n",
" grid = 'GEM2.5')"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(474, 252)"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"geo_tools.find_closest_model_point(-123.67, 49.21, X, Y)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"wind_data = xr.open_dataset('https://salishsea.eos.ubc.ca/erddap/griddap/ubcSSaSurfaceAtmosphereFieldsV1')"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"time_slice1 = slice('2016-05-01 00:00:00', '2016-05-11 00:00:00')\n",
"time_slice2 = slice('2017-08-02 00:00:00', '2017-08-12 00:00:00')\n",
"time_slice3 = slice('2017-05-08 00:00:00', '2017-05-18 00:00:00')\n",
"time_slice4 = slice('2017-11-10 00:00:00', '2017-11-20 00:00:00')"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"Yind = 143\n",
"Xind = 141\n",
"\n",
"u_winds1 = wind_data.u_wind.isel(gridY=Yind, gridX=Xind).sel(time=time_slice1).data\n",
"v_winds1 = wind_data.v_wind.isel(gridY=Yind, gridX=Xind).sel(time=time_slice1).data\n",
"\n",
"u_winds2 = wind_data.u_wind.isel(gridY=Yind, gridX=Xind).sel(time=time_slice2).data\n",
"v_winds2 = wind_data.v_wind.isel(gridY=Yind, gridX=Xind).sel(time=time_slice2).data\n",
"\n",
"u_winds3 = wind_data.u_wind.isel(gridY=Yind, gridX=Xind).sel(time=time_slice3).data\n",
"v_winds3 = wind_data.v_wind.isel(gridY=Yind, gridX=Xind).sel(time=time_slice3).data\n",
"\n",
"u_winds4 = wind_data.u_wind.isel(gridY=Yind, gridX=Xind).sel(time=time_slice4).data\n",
"v_winds4 = wind_data.v_wind.isel(gridY=Yind, gridX=Xind).sel(time=time_slice4).data"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"wind_speed1, wind_dir1 = wind_tools.wind_speed_dir(u_winds1, v_winds1)\n",
"wind_speed2, wind_dir2 = wind_tools.wind_speed_dir(u_winds2, v_winds2)\n",
"wind_speed3, wind_dir3 = wind_tools.wind_speed_dir(u_winds3, v_winds3)\n",
"wind_speed4, wind_dir4 = wind_tools.wind_speed_dir(u_winds4, v_winds4)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"high350 = nc.Dataset('/ocean/vdo/MIDOSS/results/fakewinds/SOG/Lagrangian_AKNS_crude_fakewinds_04may16.nc')\n",
"low350 = nc.Dataset('/ocean/vdo/MIDOSS/results/fakewinds/SOG/Lagrangian_AKNS_crude_fakewinds_05aug17.nc')\n",
"low150 = nc.Dataset('/ocean/vdo/MIDOSS/results/fakewinds/SOG/Lagrangian_AKNS_crude_fakewinds_11may17.nc')\n",
"high150 = nc.Dataset('/ocean/vdo/MIDOSS/results/fakewinds/SOG/Lagrangian_AKNS_crude_fakewinds_13nov17.nc')\n",
"zero = nc.Dataset('/ocean/vdo/MIDOSS/results/fakewinds/zerowinds/Lagrangian_AKNS_crude_fakewinds_zerowinds_SOG.nc')"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
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