{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import netCDF4 as nc\n",
    "\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "with nc.Dataset('/data/eolson/MEOPAR/NEMO-forcing-new/grid/mesh_mask201702.nc') as mesh:\n",
    "    tmask=mesh.variables['tmask'][:,:,:,:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "myncra.sh\r\n",
      "myncra.sh~\r\n",
      "SalishSea_1d_20150101_20150105_grid_T_20150101-20150101.nc\r\n",
      "SalishSea_1d_20150101_20150105_grid_T_20150102-20150102.nc\r\n",
      "SalishSea_1d_20150101_20150105_grid_T_20150103-20150103.nc\r\n",
      "SalishSea_1d_20150101_20150105_grid_T_20150104-20150104.nc\r\n",
      "SalishSea_1d_20150101_20150105_grid_T_20150105-20150105.nc\r\n",
      "SalishSea_1d_20150101_20150105_ptrc_T_20150101-20150101.nc\r\n",
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      "SalishSea_1d_20150526_20150531_ptrc_T_20150526-20150526.nc\r\n",
      "SalishSea_1d_20150526_20150531_ptrc_T_20150527-20150527.nc\r\n",
      "SalishSea_1d_20150526_20150531_ptrc_T_20150528-20150528.nc\r\n",
      "SalishSea_1d_20150526_20150531_ptrc_T_20150529-20150529.nc\r\n",
      "SalishSea_1d_20150526_20150531_ptrc_T_20150530-20150530.nc\r\n",
      "SalishSea_1d_20150526_20150531_ptrc_T_20150531-20150531.nc\r\n",
      "SalishSea_1d_20150601_20150605_ptrc_T_20150601-20150601.nc\r\n",
      "SalishSea_1d_20150601_20150605_ptrc_T_20150602-20150602.nc\r\n",
      "SalishSea_1d_20150601_20150605_ptrc_T_20150603-20150603.nc\r\n",
      "SalishSea_1d_20150601_20150605_ptrc_T_20150604-20150604.nc\r\n",
      "SalishSea_1d_20150601_20150605_ptrc_T_20150605-20150605.nc\r\n",
      "SalishSea_1d_20150606_20150610_ptrc_T_20150606-20150606.nc\r\n",
      "SalishSea_1d_20150606_20150610_ptrc_T_20150607-20150607.nc\r\n",
      "SalishSea_1d_20150606_20150610_ptrc_T_20150608-20150608.nc\r\n",
      "SalishSea_1d_20150606_20150610_ptrc_T_20150609-20150609.nc\r\n",
      "SalishSea_1d_20150606_20150610_ptrc_T_20150610-20150610.nc\r\n",
      "SalishSea_1d_20150611_20150615_ptrc_T_20150611-20150611.nc\r\n",
      "SalishSea_1d_20150611_20150615_ptrc_T_20150612-20150612.nc\r\n",
      "SalishSea_1d_20150611_20150615_ptrc_T_20150613-20150613.nc\r\n",
      "SalishSea_1d_20150611_20150615_ptrc_T_20150614-20150614.nc\r\n",
      "SalishSea_1d_20150611_20150615_ptrc_T_20150615-20150615.nc\r\n",
      "SalishSea_1d_20150616_20150620_ptrc_T_20150616-20150616.nc\r\n",
      "SalishSea_1d_20150616_20150620_ptrc_T_20150617-20150617.nc\r\n",
      "SalishSea_1d_20150616_20150620_ptrc_T_20150618-20150618.nc\r\n",
      "SalishSea_1d_20150616_20150620_ptrc_T_20150619-20150619.nc\r\n",
      "SalishSea_1d_20150616_20150620_ptrc_T_20150620-20150620.nc\r\n",
      "SalishSea_1d_20150621_20150625_ptrc_T_20150621-20150621.nc\r\n",
      "SalishSea_1d_20150621_20150625_ptrc_T_20150622-20150622.nc\r\n",
      "SalishSea_1d_20150621_20150625_ptrc_T_20150623-20150623.nc\r\n",
      "SalishSea_1d_20150621_20150625_ptrc_T_20150624-20150624.nc\r\n",
      "SalishSea_1d_20150621_20150625_ptrc_T_20150625-20150625.nc\r\n",
      "SalishSea_1d_20150626_20150630_ptrc_T_20150626-20150626.nc\r\n",
      "SalishSea_1d_20150626_20150630_ptrc_T_20150627-20150627.nc\r\n",
      "SalishSea_1d_20150626_20150630_ptrc_T_20150628-20150628.nc\r\n",
      "SalishSea_1d_20150626_20150630_ptrc_T_20150629-20150629.nc\r\n",
      "SalishSea_1d_20150626_20150630_ptrc_T_20150630-20150630.nc\r\n",
      "SalishSea_1m_201501_201501_grid_T.nc\r\n",
      "SalishSea_1m_201501_201501_ptrc_T.nc\r\n",
      "SalishSea_1m_201502_201502_ptrc_T.nc\r\n",
      "SalishSea_1m_201503_201503_ptrc_T.nc\r\n",
      "SalishSea_1m_201504_201504_ptrc_T.nc\r\n",
      "SalishSea_1m_201505_201505_grid_T.nc\r\n",
      "SalishSea_1m_201505_201505_ptrc_T.nc\r\n",
      "SalishSea_1m_201506_201506_ptrc_T.nc\r\n"
     ]
    }
   ],
   "source": [
    "!ls /data/sallen/results/MEOPAR/202007/202007D-nociliates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "f0=nc.Dataset('/data/sallen/results/MEOPAR/202007/202007D-nociliates/SalishSea_1d_20150101_20150105_ptrc_T_20150101-20150101.nc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<class 'netCDF4._netCDF4.Variable'>\n",
       "float32 ciliates(time_counter, deptht, y, x)\n",
       "    standard_name: mole_concentration_of_mesodinium_rubrum_expressed_as_nitrogen_in_sea_water\n",
       "    long_name: Mesodinium rubrum Concentration\n",
       "    units: mmol m-3\n",
       "    online_operation: average\n",
       "    interval_operation: 40 s\n",
       "    interval_write: 1 d\n",
       "    cell_methods: time: mean (interval: 40 s)\n",
       "    cell_measures: area: area\n",
       "    _FillValue: 1e+20\n",
       "    missing_value: 1e+20\n",
       "    coordinates: time_centered deptht nav_lat nav_lon\n",
       "unlimited dimensions: time_counter\n",
       "current shape = (1, 40, 898, 398)\n",
       "filling on"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "f0.variables['ciliates']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4.162322e-07"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.max(np.ma.masked_where(tmask==0,f0.variables['ciliates']))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x7fed69d17700>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,ax=plt.subplots(1,1,figsize=(5,10))\n",
    "m=ax.pcolormesh(np.sum(np.ma.masked_where(f0.variables['ciliates'][0,:,:,:]==0,\n",
    "                                        f0.variables['ciliates'][0,:,:,:]),0))\n",
    "plt.colorbar(m)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x7fed69bc3b80>"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,ax=plt.subplots(1,1,figsize=(5,10))\n",
    "m=ax.pcolormesh(np.sum(np.ma.masked_where(tmask[0,:,:,:]==0,\n",
    "                                        f0.variables['ciliates'][0,:,:,:]),0))\n",
    "plt.colorbar(m)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "friv=nc.Dataset('/results/forcing/rivers/R201702DFraCElse_y2015m01d01.nc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<class 'netCDF4._netCDF4.Variable'>\n",
       "float32 rorunoff(time_counter, y, x)\n",
       "    _Fillvalue: 0.0\n",
       "    _missing_value: 0.0\n",
       "    _units: kg m-2 s-1\n",
       "unlimited dimensions: time_counter\n",
       "current shape = (1, 898, 398)\n",
       "filling on, default _FillValue of 9.969209968386869e+36 used"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "friv.variables['rorunoff']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x7fed698d7190>"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,ax=plt.subplots(1,2,figsize=(10,10))\n",
    "m=ax[0].pcolormesh(np.sum(np.ma.masked_where(tmask[0,:,:100,100:200]==0,\n",
    "                                        f0.variables['ciliates'][0,:,:100,100:200]),0))\n",
    "plt.colorbar(m,ax=ax[0])\n",
    "m=ax[1].pcolormesh(np.ma.masked_where(friv.variables['rorunoff'][0,:100,100:200]==0,\n",
    "                                        friv.variables['rorunoff'][0,:100,100:200]))\n",
    "plt.colorbar(m,ax=ax[1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "f2=nc.Dataset('/data/sallen/results/MEOPAR/202007/202007D-nociliates/SalishSea_1d_20150516_20150520_ptrc_T_20150518-20150518.nc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x7fed69cb90d0>"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,ax=plt.subplots(1,1,figsize=(5,10))\n",
    "m=ax.pcolormesh(np.sum(np.ma.masked_where(f2.variables['ciliates'][0,:,:,:]==0,\n",
    "                                        f2.variables['ciliates'][0,:,:,:]),0))\n",
    "plt.colorbar(m)"
   ]
  },
  {
   "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": "3.9.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}