{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "8ad95acb",
   "metadata": {
    "papermill": {
     "duration": 0.00602,
     "end_time": "2025-03-26T20:45:47.587247",
     "exception": false,
     "start_time": "2025-03-26T20:45:47.581227",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "## Poleward Heat Transport"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "1224119c-8fc5-4fbf-9bfd-55fb4c495222",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:45:47.593413Z",
     "iopub.status.busy": "2025-03-26T20:45:47.593248Z",
     "iopub.status.idle": "2025-03-26T20:45:47.620622Z",
     "shell.execute_reply": "2025-03-26T20:45:47.620347Z"
    },
    "papermill": {
     "duration": 0.030763,
     "end_time": "2025-03-26T20:45:47.621529",
     "exception": false,
     "start_time": "2025-03-26T20:45:47.590766",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "2d2a7fc3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:45:47.625636Z",
     "iopub.status.busy": "2025-03-26T20:45:47.625098Z",
     "iopub.status.idle": "2025-03-26T20:46:00.284601Z",
     "shell.execute_reply": "2025-03-26T20:46:00.284263Z"
    },
    "papermill": {
     "duration": 12.662537,
     "end_time": "2025-03-26T20:46:00.285662",
     "exception": false,
     "start_time": "2025-03-26T20:45:47.623125",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "%%capture \n",
    "# comment above line to see details about the run(s) displayed\n",
    "from misc import *\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ab882ea6",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:46:00.292971Z",
     "iopub.status.busy": "2025-03-26T20:46:00.291810Z",
     "iopub.status.idle": "2025-03-26T20:46:00.428972Z",
     "shell.execute_reply": "2025-03-26T20:46:00.428664Z"
    },
    "papermill": {
     "duration": 0.140235,
     "end_time": "2025-03-26T20:46:00.429995",
     "exception": false,
     "start_time": "2025-03-26T20:46:00.289760",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "heat_transport = []\n",
    "for path, case in zip(ocn_path, casename):\n",
    "  ds = xr.open_dataset(path+case+'_heat_transport.nc')\n",
    "  heat_transport.append(ds)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d7a69cf7",
   "metadata": {
    "papermill": {
     "duration": 0.001432,
     "end_time": "2025-03-26T20:46:00.433207",
     "exception": false,
     "start_time": "2025-03-26T20:46:00.431775",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Global Poleward Heat Transport"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "81215bc2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:46:00.437984Z",
     "iopub.status.busy": "2025-03-26T20:46:00.437400Z",
     "iopub.status.idle": "2025-03-26T20:46:00.882104Z",
     "shell.execute_reply": "2025-03-26T20:46:00.881782Z"
    },
    "papermill": {
     "duration": 0.448683,
     "end_time": "2025-03-26T20:46:00.883175",
     "exception": false,
     "start_time": "2025-03-26T20:46:00.434492",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1500x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(15,6))\n",
    "\n",
    "for i in range(len(casename)):\n",
    "    plot_heat_trans(heat_transport[i], label=label[i])\n",
    "  \n",
    "y = heat_transport[0].yq\n",
    "plt.xlim(-80,90); plt.ylim(-2.5,3.0); plt.grid(True); \n",
    "plt.plot(y, y*0., 'k', linewidth=0.5)\n",
    "#plt.plot(yobs,NCEP['Global'],'k--',linewidth=0.5,label='NCEP'); \n",
    "#plt.plot(yobs,ECMWF['Global'],'k.',linewidth=0.5,label='ECMWF')\n",
    "plotGandW(GandW['Global']['lat'],GandW['Global']['trans'],GandW['Global']['err'])\n",
    "jra = xr.open_dataset('/glade/work/gmarques/cesm/datasets/Heat_transport/jra55fcst_v1_3_annual_1x1/nht_jra55do_v1_3.nc')\n",
    "jra_mean_global = jra.nht[:,0,:].mean('time').values\n",
    "jra_std_global = jra.nht[:,0,:].std('time').values\n",
    "plt.plot(jra.lat, jra_mean_global,'k', label='JRA-55 v1.3', color='#1B2ACC', lw=1)\n",
    "plt.fill_between(jra.lat, jra_mean_global-jra_std_global, jra_mean_global+jra_std_global,\n",
    "    alpha=0.25, edgecolor='#1B2ACC', facecolor='#089FFF')\n",
    "\n",
    "plt.title('Global Poleward Heat Transport',fontsize=15)\n",
    "plt.xlabel(r'Latitude [$\\degree$N]',fontsize=15)\n",
    "plt.ylabel('[PW]',fontsize=15)\n",
    "plt.legend(loc=4,fontsize=15, ncol=2)\n",
    "plt.ylim(-2.,2.5);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eac726c3",
   "metadata": {
    "papermill": {
     "duration": 0.002095,
     "end_time": "2025-03-26T20:46:00.887781",
     "exception": false,
     "start_time": "2025-03-26T20:46:00.885686",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Atlantic Poleward Heat Transport"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d3132787",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:46:00.892541Z",
     "iopub.status.busy": "2025-03-26T20:46:00.892377Z",
     "iopub.status.idle": "2025-03-26T20:46:03.386195Z",
     "shell.execute_reply": "2025-03-26T20:46:03.385916Z"
    },
    "papermill": {
     "duration": 2.497209,
     "end_time": "2025-03-26T20:46:03.386991",
     "exception": false,
     "start_time": "2025-03-26T20:46:00.889782",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1500x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(15,6))\n",
    "\n",
    "for i in range(len(casename)):\n",
    "  basin_code = genBasinMasks(grd[i].geolon, grd[i].geolat, depth[i])\n",
    "  m = 0*basin_code; m[(basin_code==2) | (basin_code==4) | (basin_code==6) | (basin_code==7) | (basin_code==8)] = 1\n",
    "\n",
    "  HTplot = heatTrans(heat_transport[i].T_ady_2d, \n",
    "           heat_transport[i].T_diffy_2d,\n",
    "           heat_transport[i].T_hbd_diffy_2d,\n",
    "           vmask=m*np.roll(m,-1,axis=-2))\n",
    "\n",
    "  yy = grd[i].geolat_c[:,:].max(axis=-1)\n",
    "  HTplot[yy<-34] = np.nan\n",
    "  plt.plot(yy,HTplot, linewidth=3,label=label[i])\n",
    "  \n",
    "jra_mean_atl = jra.nht[:,1,:].mean('time').values\n",
    "jra_std_atl = jra.nht[:,1,:].std('time').values\n",
    "plt.plot(jra.lat, jra_mean_atl,'k', label='JRA-55 v1.3', color='#1B2ACC', lw=1)\n",
    "plt.fill_between(jra.lat, jra_mean_atl-jra_std_atl, jra_mean_atl+jra_std_atl,\n",
    "alpha=0.25, edgecolor='#1B2ACC', facecolor='#089FFF')\n",
    "#plt.plot(yobs,NCEP['Atlantic'],'k--',linewidth=0.5,label='NCEP')\n",
    "#plt.plot(yobs,ECMWF['Atlantic'],'k.',linewidth=0.5,label='ECMWF')\n",
    "plotGandW(GandW['Atlantic']['lat'],GandW['Atlantic']['trans'],GandW['Atlantic']['err'])\n",
    "plt.xlabel(r'Latitude [$\\degree$N]',fontsize=15)\n",
    "plt.title('Atlantic Poleward Heat Transport',fontsize=15)\n",
    "plt.legend(ncol=2,fontsize=15)\n",
    "plt.ylabel('[PW]',fontsize=15)\n",
    "plt.xlim(-80,90); plt.ylim(-0.5,2.3); plt.grid(True)\n",
    "plt.plot(y, y*0., 'k', linewidth=0.5);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d6e67389",
   "metadata": {
    "papermill": {
     "duration": 0.002525,
     "end_time": "2025-03-26T20:46:03.395424",
     "exception": false,
     "start_time": "2025-03-26T20:46:03.392899",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Indo-Pacific Poleward Heat Transport"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "fa45563c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:46:03.401659Z",
     "iopub.status.busy": "2025-03-26T20:46:03.401112Z",
     "iopub.status.idle": "2025-03-26T20:46:05.898141Z",
     "shell.execute_reply": "2025-03-26T20:46:05.897823Z"
    },
    "papermill": {
     "duration": 2.501185,
     "end_time": "2025-03-26T20:46:05.899113",
     "exception": false,
     "start_time": "2025-03-26T20:46:03.397928",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1500x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(15,6))\n",
    "\n",
    "for i in range(len(casename)):\n",
    "  basin_code = genBasinMasks(grd[i].geolon, grd[i].geolat, depth[i])\n",
    "  m = 0*basin_code; m[(basin_code==3) | (basin_code==5)] = 1\n",
    "  HTplot = heatTrans(heat_transport[i].T_ady_2d, \n",
    "           heat_transport[i].T_diffy_2d,\n",
    "           heat_transport[i].T_hbd_diffy_2d,\n",
    "           vmask=m*np.roll(m,-1,axis=-2))\n",
    "\n",
    "  yy = grd[i].geolat_c[:,:].max(axis=-1)\n",
    "  HTplot[yy<-34] = np.nan\n",
    "  plt.plot(yy,HTplot, linewidth=3,label=label[i])\n",
    "\n",
    "jra_mean_indo = jra.nht[:,2,:].mean('time').values\n",
    "jra_std_indo = jra.nht[:,2,:].std('time').values\n",
    "plt.plot(jra.lat, jra_mean_indo,'k', label='JRA-55 v1.3', \n",
    "                 color='#1B2ACC', lw=1)\n",
    "plt.fill_between(jra.lat, jra_mean_indo-jra_std_indo, \n",
    "                 jra_mean_indo+jra_std_indo,\n",
    "                 alpha=0.25, edgecolor='#1B2ACC', \n",
    "                 facecolor='#089FFF')\n",
    "\n",
    "#plt.plot(yobs,NCEP['IndoPac'],'k--',linewidth=0.5,label='NCEP')\n",
    "#plt.plot(yobs,ECMWF['IndoPac'],'k.',linewidth=0.5,label='ECMWF')\n",
    "plotGandW(GandW['IndoPac']['lat'],GandW['IndoPac']['trans'],GandW['IndoPac']['err'])\n",
    "plt.xlabel(r'Latitude [$\\degree$N]',fontsize=10)\n",
    "plt.legend(ncol=2,fontsize=15)\n",
    "plt.title('Indo-Pacific Poleward Heat Transport',fontsize=15)\n",
    "plt.ylabel('[PW]',fontsize=15)\n",
    "plt.xlim(-80,90); plt.ylim(-2.5,2.5); plt.grid(True)\n",
    "plt.plot(y, y*0., 'k', linewidth=0.5);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1eee5f9a",
   "metadata": {
    "papermill": {
     "duration": 0.003268,
     "end_time": "2025-03-26T20:46:05.905869",
     "exception": false,
     "start_time": "2025-03-26T20:46:05.902601",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "## By components"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "0c12641e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:46:05.913275Z",
     "iopub.status.busy": "2025-03-26T20:46:05.912943Z",
     "iopub.status.idle": "2025-03-26T20:46:06.002931Z",
     "shell.execute_reply": "2025-03-26T20:46:06.002555Z"
    },
    "papermill": {
     "duration": 0.095061,
     "end_time": "2025-03-26T20:46:06.004042",
     "exception": false,
     "start_time": "2025-03-26T20:46:05.908981",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "colors = ['tab:blue','tab:orange','tab:green','tab:purple','tab:gray','tab:cyan']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "accf82f2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:46:06.012208Z",
     "iopub.status.busy": "2025-03-26T20:46:06.011499Z",
     "iopub.status.idle": "2025-03-26T20:46:06.394937Z",
     "shell.execute_reply": "2025-03-26T20:46:06.394628Z"
    },
    "papermill": {
     "duration": 0.388468,
     "end_time": "2025-03-26T20:46:06.396010",
     "exception": false,
     "start_time": "2025-03-26T20:46:06.007542",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x1200 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "matplotlib.rcParams.update({'font.size': 14})\n",
    "fig, ax = plt.subplots(nrows=4, ncols=1, figsize=(12,12), sharex=True)\n",
    "plt.suptitle('Northward global ocean heat transport')\n",
    "for i in range(len(casename)):\n",
    "  #print(i)\n",
    "  ds = heat_transport[i]\n",
    "  #print(ds)\n",
    "  total = (ds.T_ady_2d + ds.T_diffy_2d +\n",
    "          ds.T_hbd_diffy_2d) \n",
    "  (total.sum(dim='xh')* 1.e-15).plot(ax=ax[0], lw=3,label=label[i], color=colors[i]); \n",
    "  (ds.T_ady_2d.sum(dim='xh')* 1.e-15).plot(ax=ax[1], lw=3,label=label[i], color=colors[i]); \n",
    "  (ds.T_diffy_2d.sum(dim='xh') * 1.e-15).plot(ax=ax[2], lw=3, color=colors[i]); \n",
    "  (ds.T_hbd_diffy_2d.sum(dim='xh') * 1.e-15).plot(ax=ax[3], lw=3, color=colors[i]); \n",
    "\n",
    "ax[0].legend(ncol=2)\n",
    "ax[0].grid(); ax[1].grid();ax[2].grid(); ax[3].grid()\n",
    "#ax[0].set_ylim(-1.5, 1.5); ax[1].set_ylim(-1.5, 1.5)\n",
    "#ax[2].set_ylim(-0.075, 0.05); ax[3].set_ylim(-0.075, 0.05)\n",
    "ax[0].set_ylabel('PW');ax[1].set_ylabel('PW');ax[2].set_ylabel('PW'); ax[3].set_ylabel('PW')\n",
    "ax[0].set_xlabel('');ax[1].set_xlabel(''); ax[2].set_xlabel(''); ax[3].set_xlabel('Latitude [$\\degree$N]')\n",
    "\n",
    "ax[0].set_title('a) total = advection + neutral + horizontal')\n",
    "ax[1].set_title('b) advection')\n",
    "ax[2].set_title('c) neutral diffusion');\n",
    "ax[3].set_title('d) horizontal diffusion');"
   ]
  }
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