{
"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": [
"(99, 159)"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"geo_tools.find_closest_model_point(-122.86, 48.38, wind_grid['longitude'][:]-360, wind_grid['latitude'][:],\n",
" grid = 'GEM2.5')"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(256, 267)"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"geo_tools.find_closest_model_point(-122.86, 48.38, 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('2016-12-26 00:00:00', '2017-01-05 00:00:00')\n",
"time_slice2 = slice('2018-10-13 00:00:00', '2018-10-23 00:00:00')\n",
"time_slice3 = slice('2016-06-26 00:00:00', '2016-07-06 00:00:00')\n",
"time_slice4 = slice('2018-08-02 00:00:00', '2018-08-12 00:00:00')"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"Yind = 99\n",
"Xind = 159\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/SB/Lagrangian_AKNS_crude_fakewinds_SB_26dec16.nc')\n",
"low350 = nc.Dataset('/ocean/vdo/MIDOSS/results/fakewinds/SB/Lagrangian_AKNS_crude_fakewinds_SB_13oct18.nc')\n",
"low150 = nc.Dataset('/ocean/vdo/MIDOSS/results/fakewinds/SB/Lagrangian_AKNS_crude_fakewinds_SB_26jun16.nc')\n",
"high150 = nc.Dataset('/ocean/vdo/MIDOSS/results/fakewinds/SB/Lagrangian_AKNS_crude_fakewinds_SB_02aug18.nc')\n",
"zero = nc.Dataset('/ocean/vdo/MIDOSS/results/fakewinds/zerowinds/Lagrangian_AKNS_crude_fakewinds_zerowinds_SB.nc')"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
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