{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### calculate global top100m / surface mean alkalinity for FOCI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import copy\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import sys\n",
    "import xarray as xr\n",
    "import cartopy.crs as ccrs\n",
    "import cartopy\n",
    "import glob\n",
    "#####\n",
    "ds_mesh_mask = xr.open_mfdataset('mesh_mask.nc')\n",
    "e1t = ds_mesh_mask['e1t'][0,:,:]#.to_masked_array()\n",
    "e2t = ds_mesh_mask['e2t'][0,:,:]#.to_masked_array()\n",
    "tmask = ds_mesh_mask['tmask'][0,:,:,:].to_masked_array()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "expset = 'CDRMIP'\n",
    "dirname_list_REF = []\n",
    "dirname_list_OAE = []\n",
    "if expset == 'CDRMIP':\n",
    "    yrstart, yrend = 2015,2100\n",
    "    dirname_list_REF.append('/scratch/usr/shkchien/models/foci1.20.0/experiments/FOCI1.20.0-CC104_RCP_ESM_spinup2089/outdata/nemo/ym/')\n",
    "    dirname_list_REF.append('/scratch/usr/shkchien/models/foci1.20.0/experiments/FOCI1.20.0-CC105_RCP_ESM_spinup2099/outdata/nemo/ym/')\n",
    "    dirname_list_REF.append('/scratch/usr/shkchien/models/foci1.20.0/experiments/FOCI1.20.0-CC106_RCP_ESM_spinup2079/outdata/nemo/ym/')\n",
    "    dirname_list_OAE.append('/scratch/usr/shkhwwey/models/foci2.0/experiments/FOCI20.0-HW002_esm_ssp585_ocn_alk/outdata/nemo/ym/')\n",
    "    dirname_list_OAE.append(\"/scratch/usr/shkhwwey/models/foci2.0/experiments/FOCI20.0-HW005_esm_ssp585_ocn_alk/outdata/nemo/ym/\")\n",
    "    dirname_list_OAE.append(\"/scratch/usr/shkhwwey/models/foci2.0/experiments/FOCI20.0-HW006_esm_ssp585_ocn_alk/outdata/nemo/ym/\")\n",
    "    expnamelist = []\n",
    "    expnamelist.append(['CC104','CC105','CC106'])\n",
    "    expnamelist.append(['HW002','HW005','HW006'])\n",
    "if expset == 'SynTraOAE':\n",
    "    yrstart, yrend = 2099,2100\n",
    "    dirname_list_REF.append('/scratch/usr/shkhwwey/models/foci2.0/experiments/FOCI20.0-HW013_esm_ssp370_constLu/outdata/nemo/ym/')\n",
    "    dirname_list_OAE.append('/scratch/usr/shkhwwey/models/foci2.0_maps_wh/experiments/FOCI20.0-HW026_esm_ssp370_OAE/outdata/nemo/ym/')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 CC104 HW002\n",
      "2015\n",
      "2020\n",
      "2025\n",
      "2030\n",
      "2035\n",
      "2040\n",
      "2045\n",
      "2050\n",
      "2055\n",
      "2060\n",
      "2065\n",
      "2070\n",
      "2075\n",
      "2080\n",
      "2085\n",
      "2090\n",
      "2095\n"
     ]
    }
   ],
   "source": [
    "### read data\n",
    "iexp = 1\n",
    "nlayer = 10\n",
    "stream = '_ptrc_T'\n",
    "# grid_T_all_years = []\n",
    "# stream_all_years = []\n",
    "# grid_T_all_years_EXP = []\n",
    "# stream_all_years_EXP = []\n",
    "dirname = dirname_list_REF[iexp]\n",
    "dirname_EXP = dirname_list_OAE[iexp]\n",
    "REFname = expnamelist[0][iexp]\n",
    "OAEname = expnamelist[1][iexp]\n",
    "global_mean_surface_alkalinity = []\n",
    "global_mean_surface_alkalinity_EXP = []\n",
    "print(iexp,REFname,OAEname)\n",
    "for year in range(yrstart,yrend):\n",
    "    if year%5==0:\n",
    "        print(year)\n",
    "    name_this_year = glob.glob(dirname + '*' + str(year)+'0101*_grid_T*.nc')[0]\n",
    "    ds_grid_T = xr.open_mfdataset(name_this_year)\n",
    "    name_this_year = glob.glob(dirname + '*' + str(year)+'0101*' + stream +'*.nc')[0]\n",
    "    ds_Var = xr.open_mfdataset(name_this_year)\n",
    "    name_this_year = glob.glob(dirname_EXP + '*' + str(year)+'0101*_grid_T*.nc')[0]\n",
    "    ds_grid_T_EXP = xr.open_mfdataset(name_this_year)\n",
    "    name_this_year = glob.glob(dirname_EXP + '*' + str(year)+'0101*' + stream +'*.nc')[0]\n",
    "    ds_Var_EXP = xr.open_mfdataset(name_this_year)\n",
    "    # REF\n",
    "    total_water_mass = (ds_grid_T['e3t'][0,:nlayer] * tmask[:nlayer] * 1026 * e1t * e2t ).sum()\n",
    "    total_surface_alkalinity = (ds_Var['ALK'][0,:nlayer] * ds_grid_T['e3t'][0,:nlayer] * 1026 * e1t * e2t).sum()\n",
    "    foo = (total_surface_alkalinity / total_water_mass).values\n",
    "    global_mean_surface_alkalinity.append(foo)\n",
    "    # OAE\n",
    "    total_water_mass = (ds_grid_T_EXP['e3t'][0,:nlayer] * tmask[:nlayer] * 1026 * e1t * e2t ).sum()\n",
    "    total_surface_alkalinity = (ds_Var_EXP['ALK'][0,:nlayer] * ds_grid_T_EXP['e3t'][0,:nlayer] * 1026 * e1t * e2t).sum()\n",
    "    foo = (total_surface_alkalinity / total_water_mass).values\n",
    "    global_mean_surface_alkalinity_EXP.append(foo)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "      top100m_alkalinity\n",
      "year                    \n",
      "2015         2233.419790\n",
      "2016         2232.989539\n",
      "2017         2232.979623\n",
      "2018         2233.038439\n",
      "2019         2233.136610\n",
      "...                  ...\n",
      "2095         2226.255933\n",
      "2096         2225.995222\n",
      "2097         2225.759557\n",
      "2098         2225.671111\n",
      "2099         2225.424821\n",
      "\n",
      "[85 rows x 1 columns]\n",
      "      top100m_alkalinity\n",
      "year                    \n",
      "2015         2233.419790\n",
      "2016         2232.989539\n",
      "2017         2232.979623\n",
      "2018         2233.038439\n",
      "2019         2233.136610\n",
      "...                  ...\n",
      "2095         2291.461534\n",
      "2096         2291.592845\n",
      "2097         2292.175531\n",
      "2098         2292.892661\n",
      "2099         2293.461855\n",
      "\n",
      "[85 rows x 1 columns]\n"
     ]
    }
   ],
   "source": [
    "global_mean_surface_alkalinity = np.array(global_mean_surface_alkalinity)\n",
    "global_mean_surface_alkalinity_EXP = np.array(global_mean_surface_alkalinity_EXP)\n",
    "### save to csv\n",
    "df = pd.DataFrame(data=global_mean_surface_alkalinity, index=range(yrstart,2100), columns=['top100m_alkalinity'])\n",
    "df.index.name = 'year'\n",
    "print(df)\n",
    "df.to_csv(REFname + '_top100m_alkalinity.csv')\n",
    "##\n",
    "df = pd.DataFrame(data=global_mean_surface_alkalinity_EXP, index=range(yrstart,2100), columns=['top100m_alkalinity'])\n",
    "df.index.name = 'year'\n",
    "print(df)\n",
    "df.to_csv(OAEname + '_top100m_alkalinity.csv')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "*++ from below is old script, for calculating surface only. Old scripts read all nc files at a time so is inefficient ++*"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### calculate global mean of surface alkalinity in umol/kg  \n",
    "* global sum of first-layer alkalinity in umol / global sum of first-layer water mass in kg  \n",
    "* grid-wise ALK [umol/kg] * grid-wise water mass [kg]  \n",
    "* water mass = rho * e1t * e2t * e3t_surf\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "total_water_mass = (1026 * e1t * e2t * ds_grid_T['e3t_surf'][:] * tmask).sum(axis=(0,1))\n",
    "total_surface_alkalinity = (1026 * e1t * e2t * ds_grid_T['e3t_surf'][:] * ds_Var['ALK'][:,0]).sum(axis=(0,1))\n",
    "global_mean_surface_alkalinity = (total_surface_alkalinity / total_water_mass).values\n",
    "# print('REF')\n",
    "# print((total_surface_alkalinity / total_water_mass).values)\n",
    "# print('OAE')\n",
    "total_water_mass = (1026 * e1t * e2t * ds_grid_T_EXP['e3t_surf'][:] * tmask).sum(axis=(0,1))\n",
    "total_surface_alkalinity = (1026 * e1t * e2t * ds_grid_T_EXP['e3t_surf'][:] * ds_Var_EXP['ALK'][:,0]).sum(axis=(0,1))\n",
    "# print((total_surface_alkalinity / total_water_mass).values)\n",
    "global_mean_surface_alkalinity_EXP = (total_surface_alkalinity / total_water_mass).values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "      surface_alkalinity\n",
      "year                    \n",
      "2015         2218.671934\n",
      "2016         2219.397709\n",
      "2017         2218.790751\n",
      "2018         2217.793446\n",
      "2019         2217.502513\n",
      "...                  ...\n",
      "2095         2207.599523\n",
      "2096         2207.780785\n",
      "2097         2206.961260\n",
      "2098         2207.306514\n",
      "2099         2207.165771\n",
      "\n",
      "[85 rows x 1 columns]\n",
      "      surface_alkalinity\n",
      "year                    \n",
      "2015         2218.671934\n",
      "2016         2219.397709\n",
      "2017         2218.790751\n",
      "2018         2217.793446\n",
      "2019         2217.502513\n",
      "...                  ...\n",
      "2095         2276.885323\n",
      "2096         2277.082588\n",
      "2097         2278.594872\n",
      "2098         2278.846684\n",
      "2099         2279.123196\n",
      "\n",
      "[85 rows x 1 columns]\n"
     ]
    }
   ],
   "source": [
    "### save to csv\n",
    "df = pd.DataFrame(data=global_mean_surface_alkalinity, index=range(yrstart,2100), columns=['surface_alkalinity'])\n",
    "df.index.name = 'year'\n",
    "print(df)\n",
    "df.to_csv(REFname + '_surface_alkalinity.csv')\n",
    "##\n",
    "df = pd.DataFrame(data=global_mean_surface_alkalinity_EXP, index=range(yrstart,2100), columns=['surface_alkalinity'])\n",
    "df.index.name = 'year'\n",
    "print(df)\n",
    "df.to_csv(OAEname + '_surface_alkalinity.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1080x504 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "### map plot of surface alkalinity\n",
    "fig = plt.figure(figsize=(15,7))\n",
    "fontsize = 18\n",
    "ax = fig.add_subplot(projection=ccrs.PlateCarree(central_longitude=180.))\n",
    "var_name, unit = 'ALK', '[umol/kg]'\n",
    "diff = (ds_Var_EXP[var_name].mean(dim='time_counter') - ds_Var[var_name].mean(dim='time_counter'))\n",
    "im = diff[0].plot(y=\"nav_lat\", x=\"nav_lon\", ax=ax, transform=ccrs.PlateCarree(), robust=True,add_colorbar=False)\n",
    "cb = plt.colorbar(im, ax=ax,orientation='horizontal',pad=0.05,shrink=0.5)\n",
    "cb.set_label(unit,size=fontsize)\n",
    "cb.ax.tick_params(labelsize=fontsize)\n",
    "ax.set_global()\n",
    "ax.coastlines()\n",
    "dummy = fig.suptitle(var_name + ' ' + unit,fontsize=18)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.15"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
