{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from salishsea_tools import viz_tools, places, visualisations\n", "import netCDF4 as nc # unless you prefer xarray\n", "import datetime as dt\n", "import os\n", "import glob\n", "import cmocean\n", "\n", "%matplotlib inline" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "A note on indexing: python starts indexing with 0. Also, when you \"slice\" an array, you use the first index you want to return and the first index you want to leave out. Example:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "x: [0 1 2 3 4 5 6 7 8 9]\n", "y: [4 5 6 7]\n", "last element: 9\n", "all of x: [0 1 2 3 4 5 6 7 8 9]\n" ] } ], "source": [ "x=np.arange(0,10) # create a numpy array containing the numbers 0, 1, 2, 3, 4, 5, 6, 7, 8, 9\n", "print('x:',x)\n", "y=x[4:8] # put the 4-indexed (4) through 7-indexed (7) elements in y\n", "print('y:',y)\n", "print('last element:', x[-1])\n", "print('all of x:',x[:])" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'lon lat': (-123.558, 49.125),\n", " 'NEMO grid ji': (450, 258),\n", " 'GEM2.5 grid ji': (138, 144)}" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "places.PLACES['S3']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load a file from the 201812 hindcast" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "A note on model results. We currently have two hindcasts available:\n", "- 201812: /results/SalishSea/nowcast-green.201812/\n", "- 201905: /results2/SalishSea/nowcast-green.201905/\n", "\n", "These directories contain subdirectories for each day of the run, with results files inside those directories.\n", "The file naming convention is as follows: \\\n", "SalishSea_timeResolution_startdate_enddate_filetype.nc \\\n", "1h indicates hourly average output (time dimension length 24)\n", "1d indicates daily average output (time dimesnion length 1)\n", "ptrc_T files contain biological variables like nitrate, phytoplankton, and zooplankton concentrations\n", "grid_T files contain temperature (votemper) and salinity (vosaline)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "f=nc.Dataset('/results/SalishSea/nowcast-green.201812/01apr15/SalishSea_1h_20150401_20150401_ptrc_T.nc')" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "f2=nc.Dataset('/results/SalishSea/nowcast-green.201812/25feb15/SalishSea_1h_20150225_20150225_ptrc_T.nc')" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dict_keys(['nav_lat', 'nav_lon', 'bounds_lon', 'bounds_lat', 'area', 'deptht', 'deptht_bounds', 'nitrate', 'time_centered', 'time_centered_bounds', 'time_counter', 'time_counter_bounds', 'ammonium', 'silicon', 'diatoms', 'flagellates', 'ciliates', 'microzooplankton', 'dissolved_organic_nitrogen', 'particulate_organic_nitrogen', 'biogenic_silicon', 'mesozooplankton'])\n" ] } ], "source": [ "print(f.variables.keys())" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "fe3t=nc.Dataset('/results/SalishSea/nowcast-green.201812/01apr15/SalishSea_1h_20150401_20150401_carp_T.nc')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "fe3t_2=nc.Dataset('/results/SalishSea/nowcast-green.201812/25feb15/SalishSea_1h_20150225_20150225_carp_T.nc')" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dict_keys(['nav_lat', 'nav_lon', 'bounds_lon', 'bounds_lat', 'area', 'deptht', 'deptht_bounds', 'PAR', 'time_centered', 'time_centered_bounds', 'time_counter', 'time_counter_bounds', 'sigma_theta', 'e3t', 'dissolved_inorganic_carbon', 'total_alkalinity', 'dissolved_oxygen'])\n" ] } ], "source": [ "print(fe3t.variables.keys())" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1900-01-01 00:00:00\n" ] } ], "source": [ "# return times as datetime objects:\n", "torig=dt.datetime.strptime(f.variables['time_centered'].time_origin,'%Y-%m-%d %H:%M:%S')\n", "print(torig)\n", "times=np.array([torig + dt.timedelta(seconds=ii) for ii in f.variables['time_centered'][:]])" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([datetime.datetime(2015, 4, 1, 0, 30),\n", " datetime.datetime(2015, 4, 1, 1, 30),\n", " datetime.datetime(2015, 4, 1, 2, 30)], dtype=object)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "times[0:3]" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dict_keys(['nav_lon', 'nav_lat', 'time_counter', 'tmask', 'umask', 'vmask', 'fmask', 'tmaskutil', 'umaskutil', 'vmaskutil', 'fmaskutil', 'glamt', 'glamu', 'glamv', 'glamf', 'gphit', 'gphiu', 'gphiv', 'gphif', 'e1t', 'e1u', 'e1v', 'e1f', 'e2t', 'e2u', 'e2v', 'e2f', 'ff', 'mbathy', 'misf', 'isfdraft', 'e3t_0', 'e3u_0', 'e3v_0', 'e3w_0', 'gdept_0', 'gdepu', 'gdepv', 'gdepw_0', 'gdept_1d', 'gdepw_1d', 'e3t_1d', 'e3w_1d'])\n" ] } ], "source": [ "# load model mesh\n", "with nc.Dataset('/data/eolson/results/MEOPAR/NEMO-forcing-new/grid/mesh_mask201702.nc') as fm:\n", " print(fm.variables.keys())\n", " tmask=fm.variables['tmask'][:,:,:,:]\n", " navlon=fm.variables['nav_lon'][:,:]\n", " navlat=fm.variables['nav_lat'][:,:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Depth Profile" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1, 40, 898, 398)" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.shape(tmask)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "masked_array(data=[False, False, False, False, False, False, False, False,\n", " False, False, False, False, False, False, False, False,\n", " False, False, False, False, False, False, False, False,\n", " False, False, False, False, False, False, False, False,\n", " False, False, True, True, True, True, True, True],\n", " mask=False,\n", " fill_value=True)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tmask[0,:,ij,ii]==0" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "masked_array(data=[0.5000002980232239, 1.5000030994415283,\n", " 2.500011444091797, 3.500030517578125,\n", " 4.500070571899414, 5.500150680541992, 6.50031042098999,\n", " 7.5006232261657715, 8.501235961914062,\n", " 9.502432823181152, 10.504765510559082,\n", " 11.50931167602539, 12.518166542053223,\n", " 13.535411834716797, 14.568982124328613,\n", " 15.63428783416748, 16.761173248291016,\n", " 18.00713539123535, 19.48178482055664,\n", " 21.389978408813477, 24.100255966186523,\n", " 28.229915618896484, 34.68575668334961,\n", " 44.517723083496094, 58.48433303833008,\n", " 76.58558654785156, 98.06295776367188,\n", " 121.86651611328125, 147.08946228027344,\n", " 173.11448669433594, 199.5730438232422,\n", " 226.2602996826172, 253.06663513183594,\n", " 279.9345397949219, --, --, --, --, --, --],\n", " mask=[False, False, False, False, False, False, False, False,\n", " False, False, False, False, False, False, False, False,\n", " False, False, False, False, False, False, False, False,\n", " False, False, False, False, False, False, False, False,\n", " False, False, True, True, True, True, True, True],\n", " fill_value=1e+20,\n", " dtype=float32)" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.ma.masked_where(tmask[0,:,ij,ii]==0,f.variables['deptht'][:])" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'Concentration ($\\\\mu$M)')" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,2,figsize=(6,6))\n", "fig.subplots_adjust(wspace=.5) # space the axes out more\n", "il=12 # hour\n", "# use location 'S3':\n", "ij,ii=places.PLACES['S3']['NEMO grid ji']\n", "ax[0].plot(np.ma.masked_where(tmask[0,:,ij,ii]==0,f.variables['microzooplankton'][il,:,ij,ii]),f.variables['deptht'][:],'b-x',label='microzo')\n", "ax[0].plot(np.ma.masked_where(tmask[0,:,ij,ii]==0,f.variables['diatoms'][il,:,ij,ii]),f.variables['deptht'][:],'g-x',label='diatoms')\n", "ax[0].set_ylim(300,0)\n", "ax[0].legend()\n", "ax[0].set_xlabel('Concentration ($\\mu$M)')\n", "ax[0].set_ylabel('Depth (m)')\n", "ax[1].plot(np.ma.masked_where(tmask[0,:,ij,ii]==0,f.variables['nitrate'][il,:,ij,ii]),f.variables['deptht'][:],'-x',color='orange',label='NO$_3$')\n", "ax[1].plot(np.ma.masked_where(tmask[0,:,ij,ii]==0,f.variables['silicon'][il,:,ij,ii]),f.variables['deptht'][:],'-x',color='r',label='dissolved Si')\n", "ax[1].set_ylim(300,0)\n", "ax[1].set_ylabel('Depth (m)')\n", "ax[1].legend()\n", "ax[1].set_xlabel('Concentration ($\\mu$M)')" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[1 1 1 0 0]\n", "[6 5 4 3 2]\n", "[-- -- -- 3 2]\n" ] } ], "source": [ "# mask example\n", "amask=np.array((1,1,1,0,0))\n", "anarray=np.array((6,5,4,3,2))\n", "print(amask)\n", "print(anarray)\n", "print(np.ma.masked_where(amask,anarray))" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[-- -- 4 3 2]\n" ] } ], "source": [ "print(np.ma.masked_where(anarray>4,anarray))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "tmask[0,:,ij,ii]" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "import numpy as np" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0.5, 1.5, 2.5])" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x=np.array([0,1,2,3])\n", ".5*(x[0:-1]+x[1:])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Surface, Integrated plots - Aerial view" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/eolson/anaconda3/envs/py39/lib/python3.9/site-packages/numpy/ma/core.py:1021: RuntimeWarning: overflow encountered in multiply\n", " result = self.f(da, db, *args, **kwargs)\n", ":15: UserWarning: The input coordinates to pcolormesh are interpreted as cell centers, but are not monotonically increasing or decreasing. This may lead to incorrectly calculated cell edges, in which case, please supply explicit cell edges to pcolormesh.\n", " m1=ax[1].pcolormesh(navlon,navlat,np.ma.masked_where(tmask[0,0,:,:]==0,intuz),cmap=cmap1,shading='nearest')\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# with pcolormesh: no smoothing\n", "cmap0=cmocean.cm.thermal\n", "cmap0.set_bad('tan')\n", "cmap1=cmocean.cm.haline\n", "cmap1.set_bad('k')\n", "il=5\n", "fig,ax=plt.subplots(1,2,figsize=(12,5))\n", "m0=ax[0].pcolormesh(np.ma.masked_where(tmask[0,0,:,:]==0,f.variables['microzooplankton'][il,0,:,:]),cmap=cmap0)\n", "viz_tools.set_aspect(ax[0],coords='grid')\n", "ax[0].set_title('Surface Microzooplanton ($\\mu$M) \\n in Grid Coordinates')\n", "fig.colorbar(m0,ax=ax[0])\n", "# vertical sum of microzo in mmol/m3 * vertical grid thickness in m:\n", "intuz=np.sum(f.variables['microzooplankton'][il,:,:,:]*fe3t.variables['e3t'][il,:,:,:]*tmask[0,:,:,:],0)\n", "avguz=intuz/np.sum(fe3t.variables['e3t'][il,:,:,:]*tmask[0,:,:,:],0)\n", "m1=ax[1].pcolormesh(navlon,navlat,np.ma.masked_where(tmask[0,0,:,:]==0,intuz),cmap=cmap1,shading='nearest')\n", "viz_tools.set_aspect(ax[0],coords='map')\n", "ax[1].set_title('Depth-Integrated Microzooplanton (mmol/m$^2$) \\n in Geographic Coordinates');\n", "fig.colorbar(m1,ax=ax[1])" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ":15: UserWarning: The input coordinates to pcolormesh are interpreted as cell centers, but are not monotonically increasing or decreasing. This may lead to incorrectly calculated cell edges, in which case, please supply explicit cell edges to pcolormesh.\n", " m1=ax[1].pcolormesh(navlon,navlat,np.ma.masked_where(tmask[0,0,:,:]==0,intuz),cmap=cmap1,shading='nearest')\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# with pcolormesh: no smoothing\n", "cmap0=cmocean.cm.thermal\n", "cmap0.set_bad('tan')\n", "cmap1=cmocean.cm.haline\n", "cmap1.set_bad('k')\n", "il=5\n", "fig,ax=plt.subplots(1,2,figsize=(12,5))\n", "m0=ax[0].pcolormesh(np.ma.masked_where(tmask[0,0,:,:]==0,f2.variables['microzooplankton'][il,0,:,:]),cmap=cmap0)\n", "viz_tools.set_aspect(ax[0],coords='grid')\n", "ax[0].set_title('February 25 Surface Microzooplanton ($\\mu$M) \\n in Grid Coordinates')\n", "fig.colorbar(m0,ax=ax[0])\n", "# vertical sum of microzo in mmol/m3 * vertical grid thickness in m:\n", "intuz=np.sum(f2.variables['microzooplankton'][il,:,:,:]*fe3t_2.variables['e3t'][il,:,:,:]*tmask[0,:,:,:],0)\n", "avguz=intuz/np.sum(fe3t_2.variables['e3t'][il,:,:,:]*tmask[0,:,:,:],0)\n", "m1=ax[1].pcolormesh(navlon,navlat,np.ma.masked_where(tmask[0,0,:,:]==0,intuz),cmap=cmap1,shading='nearest')\n", "viz_tools.set_aspect(ax[0],coords='map')\n", "ax[1].set_title('February 25 Depth-Integrated Microzooplanton (mmol/m$^2$) \\n in Geographic Coordinates');\n", "fig.colorbar(m1,ax=ax[1])" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "cmap0=cmocean.cm.balance\n", "cmap0.set_bad('tan')\n", "fig,ax=plt.subplots(2,3,figsize=(12,12))\n", "ax=ax.flatten()\n", "tlist=[3, 5, 6, 7, 9,14]\n", "for ii,il in enumerate(tlist):\n", " m0=ax[ii].pcolormesh(np.ma.masked_where(tmask[0,0,:,:]==0,\n", " f.variables['microzooplankton'][il,0,:,:]-f.variables['microzooplankton'][0,0,:,:]),cmap=cmap0,\n", " vmin=-.1,vmax=.1)\n", " viz_tools.set_aspect(ax[ii],coords='grid')\n", " ax[ii].set_title('Difference in \\n Surface Microzooplanton ($\\mu$M) \\n in Grid Coordinates, hour='+str(il))\n", " fig.colorbar(m0,ax=ax[ii])" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# with pcolormesh: no smoothing\n", "cmap0=cmocean.cm.thermal\n", "cmap1=cmocean.cm.haline\n", "il=5\n", "fig,ax=plt.subplots(1,1,figsize=(8,8))\n", "m0=ax.pcolormesh(np.ma.masked_where(tmask[0,0,:,:]==0,f.variables['microzooplankton'][il,0,:,:]),cmap=cmap0)\n", "viz_tools.set_aspect(ax,coords='grid')\n", "ax.set_title('Surface Microzooplanton ($\\mu$M) \\n in Grid Coordinates')\n", "ax.set_ylim(500,550)\n", "ax.set_xlim(180,230)\n", "fig.colorbar(m0)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# with contourf: smoothing, but creates a smaller file\n", "cmap0=cmocean.cm.algae\n", "cmap1=cmocean.cm.amp\n", "cmap1.set_bad('k') # does nothing here\n", "il=5\n", "fig,ax=plt.subplots(1,2,figsize=(12,5))\n", "m0=ax[0].contourf(np.ma.masked_where(tmask[0,0,:,:]==0,f.variables['microzooplankton'][il,0,:,:]),levels=50,cmap=cmap0)\n", "viz_tools.set_aspect(ax[0],coords='grid')\n", "ax[0].set_title('Surface Microzooplanton ($\\mu$M) \\n in Grid Coordinates')\n", "fig.colorbar(m0,ax=ax[0])\n", "# vertical sum of microzo in mmol/m3 * vertical grid thickness in m:\n", "intuz=np.sum(f.variables['microzooplankton'][il,:,:,:]*fe3t.variables['e3t'][il,:,:,:],0)\n", "m1=ax[1].contourf(navlon,navlat,np.ma.masked_where(tmask[0,0,:,:]==0,intuz),cmap=cmap1,levels=50)\n", "viz_tools.set_aspect(ax[0],coords='map')\n", "ax[1].set_title('Depth-Integrated Microzooplanton (mmol/m$^2$) \\n in Geographic Coordinates');\n", "ax[1].set_facecolor('gray')\n", "fig.colorbar(m1,ax=ax[1])" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# with contourf: smoothing, but creates a smaller file\n", "il=5\n", "fig,ax=plt.subplots(1,1,figsize=(8,8))\n", "m0=ax.contourf(np.ma.masked_where(tmask[0,0,:,:]==0,f.variables['microzooplankton'][il,0,:,:]),levels=50,cmap=cmap0)\n", "viz_tools.set_aspect(ax,coords='grid')\n", "ax.set_title('Surface Microzooplanton ($\\mu$M) \\n in Grid Coordinates')\n", "ax.set_ylim(500,550)\n", "ax.set_xlim(180,230)\n", "fig.colorbar(m0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Thalweg plot\n", " method using contour_thalweg from visualisations.py in tools repo" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "#open bathy file and meshmask\n", "fbathy=nc.Dataset('/data/eolson/results/MEOPAR/NEMO-forcing-new/grid/bathymetry_201702.nc')\n", "fmesh=nc.Dataset('/data/eolson/results/MEOPAR/NEMO-forcing-new/grid/mesh_mask201702.nc')" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,3))\n", "cb=visualisations.contour_thalweg(ax,f.variables['microzooplankton'][il,...],fbathy,fmesh,clevels=50,cmap=cmocean.cm.amp)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "fbathy.close()\n", "fmesh.close()" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "f.close()\n", "fe3t.close()" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "f2.close()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python (py39)", "language": "python", "name": "py39" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.2" } }, "nbformat": 4, "nbformat_minor": 4 }