{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Poleward Heat Transport\n",
    "\n",
    "`mom6_tools.polar_heat_transport` collection of functions for computing and plotting poleward heat transport.\n",
    "\n",
    "The goal of this notebook is the following:\n",
    "\n",
    "1) server as an example on to compute polar heat transport using CESM/MOM6 output; \n",
    "\n",
    "2) evaluate model experiments by comparing transports against observed and other model estimates;"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Basemap module not found. Some regional plots may not function properly\n"
     ]
    }
   ],
   "source": [
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "from mom6_tools.poleward_heat_transport import  *\n",
    "from mom6_tools.m6toolbox import cime_xmlquery, add_global_attrs, genBasinMasks\n",
    "from mom6_tools.m6toolbox import weighted_temporal_mean_vars\n",
    "from ncar_jobqueue import NCARCluster\n",
    "from dask.distributed import Client\n",
    "from datetime import datetime, date\n",
    "import yaml, os\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib\n",
    "import numpy as np\n",
    "import xarray as xr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Read in the yaml file\n",
    "diag_config_yml_path = \"diag_config.yml\"\n",
    "diag_config_yml = yaml.load(open(diag_config_yml_path,'r'), Loader=yaml.Loader)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Output directory is: /glade/derecho/scratch/gmarques/archive/g.e30_a07c_cesm.GJRAv4.TL319_t232_wgx3_hycom1_N75.2025.130/ocn/hist/\n",
      "Casename is: g.e30_a07c_cesm.GJRAv4.TL319_t232_wgx3_hycom1_N75.2025.130\n"
     ]
    }
   ],
   "source": [
    "caseroot = diag_config_yml['Case']['CASEROOT']\n",
    "casename = cime_xmlquery(caseroot, 'CASE')\n",
    "DOUT_S = cime_xmlquery(caseroot, 'DOUT_S')\n",
    "if DOUT_S:\n",
    "  OUTDIR = cime_xmlquery(caseroot, 'DOUT_S_ROOT')+'/ocn/hist/'\n",
    "else:\n",
    "  OUTDIR = cime_xmlquery(caseroot, 'RUNDIR')\n",
    "\n",
    "print('Output directory is:', OUTDIR)\n",
    "print('Casename is:', casename)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "tags": [
     "parameters"
    ]
   },
   "outputs": [],
   "source": [
    "# create an empty class object\n",
    "class args:\n",
    "  pass\n",
    "\n",
    "args.casename = casename\n",
    "# set avg dates\n",
    "avg = diag_config_yml['Avg']\n",
    "args.start_date = avg['start_date']\n",
    "args.end_date = avg['end_date']\n",
    "args.native = casename+diag_config_yml['Fnames']['native']\n",
    "args.static = casename+diag_config_yml['Fnames']['static']\n",
    "args.geom =   casename+diag_config_yml['Fnames']['geom']\n",
    "args.savefigs = False\n",
    "args.nw = 6 # requesting 6 workers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating a directory to store netcdf files (ncfiles)... \n",
      "\n"
     ]
    }
   ],
   "source": [
    "if not os.path.isdir('ncfiles'):\n",
    "    print('Creating a directory to store netcdf files (ncfiles)... \\n')\n",
    "    os.system('mkdir ncfiles')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MOM6 grid successfully loaded... \n",
      "\n"
     ]
    }
   ],
   "source": [
    "# read grid info\n",
    "geom_file = OUTDIR+'/'+args.geom\n",
    "if os.path.exists(geom_file):\n",
    "  grd = MOM6grid(OUTDIR+'/'+args.static, geom_file, xrformat=True)\n",
    "else:\n",
    "  grd = MOM6grid(OUTDIR+'/'+args.static, xrformat=True)\n",
    "\n",
    "try:\n",
    "  depth = grd.depth_ocean.values\n",
    "except:\n",
    "  depth = grd.deptho.values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# basin masks - remove Nan's, otherwise genBasinMasks won't work\n",
    "depth[np.isnan(depth)] = 0.0\n",
    "basin_code = genBasinMasks(grd.geolon.values, grd.geolat.values, depth, verbose=False)\n",
    "basin_code_xr = genBasinMasks(grd.geolon.values, grd.geolat.values, depth, verbose=False, xda=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "    <div style=\"width: 24px; height: 24px; background-color: #e1e1e1; border: 3px solid #9D9D9D; border-radius: 5px; position: absolute;\"> </div>\n",
       "    <div style=\"margin-left: 48px;\">\n",
       "        <h3 style=\"margin-bottom: 0px;\">Client</h3>\n",
       "        <p style=\"color: #9D9D9D; margin-bottom: 0px;\">Client-84389ce0-940d-11f0-83de-10ffe07f3cea</p>\n",
       "        <table style=\"width: 100%; text-align: left;\">\n",
       "\n",
       "        <tr>\n",
       "        \n",
       "            <td style=\"text-align: left;\"><strong>Connection method:</strong> Cluster object</td>\n",
       "            <td style=\"text-align: left;\"><strong>Cluster type:</strong> dask_jobqueue.PBSCluster</td>\n",
       "        \n",
       "        </tr>\n",
       "\n",
       "        \n",
       "            <tr>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Dashboard: </strong> <a href=\"https://jupyterhub.hpc.ucar.edu/stable/user/gmarques/High-mem/proxy/8787/status\" target=\"_blank\">https://jupyterhub.hpc.ucar.edu/stable/user/gmarques/High-mem/proxy/8787/status</a>\n",
       "                </td>\n",
       "                <td style=\"text-align: left;\"></td>\n",
       "            </tr>\n",
       "        \n",
       "\n",
       "        </table>\n",
       "\n",
       "        \n",
       "            <button style=\"margin-bottom: 12px;\" data-commandlinker-command=\"dask:populate-and-launch-layout\" data-commandlinker-args='{\"url\": \"https://jupyterhub.hpc.ucar.edu/stable/user/gmarques/High-mem/proxy/8787/status\" }'>\n",
       "                Launch dashboard in JupyterLab\n",
       "            </button>\n",
       "        \n",
       "\n",
       "        \n",
       "            <details>\n",
       "            <summary style=\"margin-bottom: 20px;\"><h3 style=\"display: inline;\">Cluster Info</h3></summary>\n",
       "            <div class=\"jp-RenderedHTMLCommon jp-RenderedHTML jp-mod-trusted jp-OutputArea-output\">\n",
       "    <div style=\"width: 24px; height: 24px; background-color: #e1e1e1; border: 3px solid #9D9D9D; border-radius: 5px; position: absolute;\">\n",
       "    </div>\n",
       "    <div style=\"margin-left: 48px;\">\n",
       "        <h3 style=\"margin-bottom: 0px; margin-top: 0px;\">PBSCluster</h3>\n",
       "        <p style=\"color: #9D9D9D; margin-bottom: 0px;\">26405dd7</p>\n",
       "        <table style=\"width: 100%; text-align: left;\">\n",
       "            <tr>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Dashboard:</strong> <a href=\"https://jupyterhub.hpc.ucar.edu/stable/user/gmarques/High-mem/proxy/8787/status\" target=\"_blank\">https://jupyterhub.hpc.ucar.edu/stable/user/gmarques/High-mem/proxy/8787/status</a>\n",
       "                </td>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Workers:</strong> 0\n",
       "                </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Total threads:</strong> 0\n",
       "                </td>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Total memory:</strong> 0 B\n",
       "                </td>\n",
       "            </tr>\n",
       "            \n",
       "        </table>\n",
       "\n",
       "        <details>\n",
       "            <summary style=\"margin-bottom: 20px;\">\n",
       "                <h3 style=\"display: inline;\">Scheduler Info</h3>\n",
       "            </summary>\n",
       "\n",
       "            <div style=\"\">\n",
       "    <div>\n",
       "        <div style=\"width: 24px; height: 24px; background-color: #FFF7E5; border: 3px solid #FF6132; border-radius: 5px; position: absolute;\"> </div>\n",
       "        <div style=\"margin-left: 48px;\">\n",
       "            <h3 style=\"margin-bottom: 0px;\">Scheduler</h3>\n",
       "            <p style=\"color: #9D9D9D; margin-bottom: 0px;\">Scheduler-f802a90c-2c92-4c2f-b99b-14f715d4e8dc</p>\n",
       "            <table style=\"width: 100%; text-align: left;\">\n",
       "                <tr>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Comm:</strong> tcp://128.117.208.174:40495\n",
       "                    </td>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Workers:</strong> 0\n",
       "                    </td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Dashboard:</strong> <a href=\"https://jupyterhub.hpc.ucar.edu/stable/user/gmarques/High-mem/proxy/8787/status\" target=\"_blank\">https://jupyterhub.hpc.ucar.edu/stable/user/gmarques/High-mem/proxy/8787/status</a>\n",
       "                    </td>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Total threads:</strong> 0\n",
       "                    </td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Started:</strong> Just now\n",
       "                    </td>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Total memory:</strong> 0 B\n",
       "                    </td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "\n",
       "    <details style=\"margin-left: 48px;\">\n",
       "        <summary style=\"margin-bottom: 20px;\">\n",
       "            <h3 style=\"display: inline;\">Workers</h3>\n",
       "        </summary>\n",
       "\n",
       "        \n",
       "\n",
       "    </details>\n",
       "</div>\n",
       "\n",
       "        </details>\n",
       "    </div>\n",
       "</div>\n",
       "            </details>\n",
       "        \n",
       "\n",
       "    </div>\n",
       "</div>"
      ],
      "text/plain": [
       "<Client: 'tcp://128.117.208.174:40495' processes=0 threads=0, memory=0 B>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cluster = NCARCluster()\n",
    "cluster.scale(args.nw)\n",
    "client = Client(cluster)\n",
    "client"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "def preprocess(ds):\n",
    "    ''' Compute montly averages and return the dataset with variables'''\n",
    "    \n",
    "    variables = ['T_ady_2d', 'T_diffy_2d', 'T_hbd_diffy_2d']\n",
    "    for var in variables:\n",
    "      print('Processing {}'.format(var))\n",
    "      if var not in ds.variables:\n",
    "        print('WARNING: ds does not have variable {}. Creating dataarray with zeros'.format(var))\n",
    "        jm, im = grd.geolat.shape\n",
    "        tm = len(ds.time)\n",
    "        da = xr.DataArray(np.zeros((tm, jm, im)), dims=['time', 'yq','xh'], \\\n",
    "             coords={'yq' : grd.yq, 'xh' : grd.xh, 'time' : ds.time}).rename(var)\n",
    "        ds = xr.merge([ds, da])\n",
    "    return ds[variables]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " Reading monthly native history files...\n",
      "CPU times: user 1.55 s, sys: 589 ms, total: 2.14 s\n",
      "Wall time: 22.3 s\n"
     ]
    }
   ],
   "source": [
    "print('\\n Reading monthly native history files...')\n",
    "# load data\n",
    "\n",
    "%time ds = xr.open_mfdataset(OUTDIR+'/'+args.native, \\\n",
    "         parallel=True, data_vars='minimal', chunks={'time': 12},\\\n",
    "         coords='minimal', compat='override', preprocess=preprocess)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " Selecting data between 0006-01-01 and 0021-01-01...\n",
      "CPU times: user 1.27 s, sys: 441 ms, total: 1.71 s\n",
      "Wall time: 6.52 s\n"
     ]
    }
   ],
   "source": [
    "print('\\n Selecting data between {} and {}...'.format(args.start_date, args.end_date))\n",
    "%time ds_sel = ds.sel(time=slice(args.start_date, args.end_date)).load()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "attrs =  {\n",
    "         'description': 'Annual mean of poleward heat transport by components ', \n",
    "         'start_date': args.start_date, \n",
    "         'end_date': args.end_date, \n",
    "         'reduction_method': 'annual mean weighted by days in each month',\n",
    "         'casename': casename\n",
    "         }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "ds_ann =  weighted_temporal_mean_vars(ds_sel,attrs=attrs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Heat Transport Time Series at 26.5°N (Atlantic)\n",
    "ds_atl_ts =  (ds*basin_code_xr.sel(region='AtlanticOcean').rename({'yh':'yq'})).sel(yq=26.5, \n",
    "                                    method='nearest').sum('xh').drop('yq')\n",
    "#ds_atl_ts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 5kB\n",
       "Dimensions:              (time: 240)\n",
       "Coordinates:\n",
       "  * time                 (time) object 2kB 0001-01-16 12:00:00 ... 0020-12-16...\n",
       "Data variables:\n",
       "    T_ady_2d_26.5        (time) float32 960B dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;\n",
       "    T_diffy_2d_26.5      (time) float32 960B dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;\n",
       "    T_hbd_diffy_2d_26.5  (time) float32 960B dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-145af302-6d3c-4c4c-bbff-dec3ef10440e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-145af302-6d3c-4c4c-bbff-dec3ef10440e' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 240</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-debd1faf-21c1-4904-8705-4ccee2bc7db5' class='xr-section-summary-in' type='checkbox'  checked><label for='section-debd1faf-21c1-4904-8705-4ccee2bc7db5' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>0001-01-16 12:00:00 ... 0020-12-...</div><input id='attrs-242767ae-094d-471a-b748-033eddf5e246' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-242767ae-094d-471a-b748-033eddf5e246' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c8a919a1-9278-494e-8a79-e8f86b9850e7' class='xr-var-data-in' type='checkbox'><label for='data-c8a919a1-9278-494e-8a79-e8f86b9850e7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>time</dd><dt><span>axis :</span></dt><dd>T</dd><dt><span>bounds :</span></dt><dd>time_bounds</dd></dl></div><div class='xr-var-data'><pre>array([cftime.DatetimeNoLeap(1, 1, 16, 12, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(1, 2, 15, 0, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(1, 3, 16, 12, 0, 0, 0, has_year_zero=True), ...,\n",
       "       cftime.DatetimeNoLeap(20, 10, 16, 12, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(20, 11, 16, 0, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(20, 12, 16, 12, 0, 0, 0, has_year_zero=True)],\n",
       "      dtype=object)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-175a261c-a0f5-471a-8e60-aee1789f45bc' class='xr-section-summary-in' type='checkbox'  checked><label for='section-175a261c-a0f5-471a-8e60-aee1789f45bc' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>T_ady_2d_26.5</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;</div><input id='attrs-89e83621-91f0-4e8f-a42f-b45775b72065' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-89e83621-91f0-4e8f-a42f-b45775b72065' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-75a3c239-9d6f-4c7c-b522-e3c8d2bfb87b' class='xr-var-data-in' type='checkbox'><label for='data-75a3c239-9d6f-4c7c-b522-e3c8d2bfb87b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 0.94 kiB </td>\n",
       "                        <td> 4 B </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (240,) </td>\n",
       "                        <td> (1,) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 240 chunks in 487 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"6\" y1=\"0\" x2=\"6\" y2=\"25\" />\n",
       "  <line x1=\"12\" y1=\"0\" x2=\"12\" y2=\"25\" />\n",
       "  <line x1=\"18\" y1=\"0\" x2=\"18\" y2=\"25\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" />\n",
       "  <line x1=\"31\" y1=\"0\" x2=\"31\" y2=\"25\" />\n",
       "  <line x1=\"37\" y1=\"0\" x2=\"37\" y2=\"25\" />\n",
       "  <line x1=\"44\" y1=\"0\" x2=\"44\" y2=\"25\" />\n",
       "  <line x1=\"50\" y1=\"0\" x2=\"50\" y2=\"25\" />\n",
       "  <line x1=\"56\" y1=\"0\" x2=\"56\" y2=\"25\" />\n",
       "  <line x1=\"63\" y1=\"0\" x2=\"63\" y2=\"25\" />\n",
       "  <line x1=\"69\" y1=\"0\" x2=\"69\" y2=\"25\" />\n",
       "  <line x1=\"75\" y1=\"0\" x2=\"75\" y2=\"25\" />\n",
       "  <line x1=\"82\" y1=\"0\" x2=\"82\" y2=\"25\" />\n",
       "  <line x1=\"88\" y1=\"0\" x2=\"88\" y2=\"25\" />\n",
       "  <line x1=\"94\" y1=\"0\" x2=\"94\" y2=\"25\" />\n",
       "  <line x1=\"101\" y1=\"0\" x2=\"101\" y2=\"25\" />\n",
       "  <line x1=\"107\" y1=\"0\" x2=\"107\" y2=\"25\" />\n",
       "  <line x1=\"113\" y1=\"0\" x2=\"113\" y2=\"25\" />\n",
       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#8B4903A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >240</text>\n",
       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">1</text>\n",
       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T_diffy_2d_26.5</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;</div><input id='attrs-f20aa292-c871-4c10-85d3-9045f555f2d6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f20aa292-c871-4c10-85d3-9045f555f2d6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9c21e583-691d-4a68-a953-f532d65779d6' class='xr-var-data-in' type='checkbox'><label for='data-9c21e583-691d-4a68-a953-f532d65779d6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 0.94 kiB </td>\n",
       "                        <td> 4 B </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (240,) </td>\n",
       "                        <td> (1,) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 240 chunks in 487 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"6\" y1=\"0\" x2=\"6\" y2=\"25\" />\n",
       "  <line x1=\"12\" y1=\"0\" x2=\"12\" y2=\"25\" />\n",
       "  <line x1=\"18\" y1=\"0\" x2=\"18\" y2=\"25\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" />\n",
       "  <line x1=\"31\" y1=\"0\" x2=\"31\" y2=\"25\" />\n",
       "  <line x1=\"37\" y1=\"0\" x2=\"37\" y2=\"25\" />\n",
       "  <line x1=\"44\" y1=\"0\" x2=\"44\" y2=\"25\" />\n",
       "  <line x1=\"50\" y1=\"0\" x2=\"50\" y2=\"25\" />\n",
       "  <line x1=\"56\" y1=\"0\" x2=\"56\" y2=\"25\" />\n",
       "  <line x1=\"63\" y1=\"0\" x2=\"63\" y2=\"25\" />\n",
       "  <line x1=\"69\" y1=\"0\" x2=\"69\" y2=\"25\" />\n",
       "  <line x1=\"75\" y1=\"0\" x2=\"75\" y2=\"25\" />\n",
       "  <line x1=\"82\" y1=\"0\" x2=\"82\" y2=\"25\" />\n",
       "  <line x1=\"88\" y1=\"0\" x2=\"88\" y2=\"25\" />\n",
       "  <line x1=\"94\" y1=\"0\" x2=\"94\" y2=\"25\" />\n",
       "  <line x1=\"101\" y1=\"0\" x2=\"101\" y2=\"25\" />\n",
       "  <line x1=\"107\" y1=\"0\" x2=\"107\" y2=\"25\" />\n",
       "  <line x1=\"113\" y1=\"0\" x2=\"113\" y2=\"25\" />\n",
       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#8B4903A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >240</text>\n",
       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">1</text>\n",
       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T_hbd_diffy_2d_26.5</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;</div><input id='attrs-ab1763b2-6e51-4048-a85d-d48b42139261' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ab1763b2-6e51-4048-a85d-d48b42139261' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cfa262f8-7d0d-42ec-a736-2eda0c783541' class='xr-var-data-in' type='checkbox'><label for='data-cfa262f8-7d0d-42ec-a736-2eda0c783541' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 0.94 kiB </td>\n",
       "                        <td> 4 B </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (240,) </td>\n",
       "                        <td> (1,) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 240 chunks in 487 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"6\" y1=\"0\" x2=\"6\" y2=\"25\" />\n",
       "  <line x1=\"12\" y1=\"0\" x2=\"12\" y2=\"25\" />\n",
       "  <line x1=\"18\" y1=\"0\" x2=\"18\" y2=\"25\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" />\n",
       "  <line x1=\"31\" y1=\"0\" x2=\"31\" y2=\"25\" />\n",
       "  <line x1=\"37\" y1=\"0\" x2=\"37\" y2=\"25\" />\n",
       "  <line x1=\"44\" y1=\"0\" x2=\"44\" y2=\"25\" />\n",
       "  <line x1=\"50\" y1=\"0\" x2=\"50\" y2=\"25\" />\n",
       "  <line x1=\"56\" y1=\"0\" x2=\"56\" y2=\"25\" />\n",
       "  <line x1=\"63\" y1=\"0\" x2=\"63\" y2=\"25\" />\n",
       "  <line x1=\"69\" y1=\"0\" x2=\"69\" y2=\"25\" />\n",
       "  <line x1=\"75\" y1=\"0\" x2=\"75\" y2=\"25\" />\n",
       "  <line x1=\"82\" y1=\"0\" x2=\"82\" y2=\"25\" />\n",
       "  <line x1=\"88\" y1=\"0\" x2=\"88\" y2=\"25\" />\n",
       "  <line x1=\"94\" y1=\"0\" x2=\"94\" y2=\"25\" />\n",
       "  <line x1=\"101\" y1=\"0\" x2=\"101\" y2=\"25\" />\n",
       "  <line x1=\"107\" y1=\"0\" x2=\"107\" y2=\"25\" />\n",
       "  <line x1=\"113\" y1=\"0\" x2=\"113\" y2=\"25\" />\n",
       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#8B4903A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >240</text>\n",
       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">1</text>\n",
       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-5e8c863b-f0b3-41c1-b089-ee6e9856ec97' class='xr-section-summary-in' type='checkbox'  ><label for='section-5e8c863b-f0b3-41c1-b089-ee6e9856ec97' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-61c3b8ef-c749-4bc1-90a5-63fd37dd4ea9' class='xr-index-data-in' type='checkbox'/><label for='index-61c3b8ef-c749-4bc1-90a5-63fd37dd4ea9' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(CFTimeIndex([0001-01-16 12:00:00, 0001-02-15 00:00:00, 0001-03-16 12:00:00,\n",
       "             0001-04-16 00:00:00, 0001-05-16 12:00:00, 0001-06-16 00:00:00,\n",
       "             0001-07-16 12:00:00, 0001-08-16 12:00:00, 0001-09-16 00:00:00,\n",
       "             0001-10-16 12:00:00,\n",
       "             ...\n",
       "             0020-03-16 12:00:00, 0020-04-16 00:00:00, 0020-05-16 12:00:00,\n",
       "             0020-06-16 00:00:00, 0020-07-16 12:00:00, 0020-08-16 12:00:00,\n",
       "             0020-09-16 00:00:00, 0020-10-16 12:00:00, 0020-11-16 00:00:00,\n",
       "             0020-12-16 12:00:00],\n",
       "            dtype=&#x27;object&#x27;, length=240, calendar=&#x27;noleap&#x27;, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5ccb3b69-ecdf-49f3-8190-97232ea1ee72' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5ccb3b69-ecdf-49f3-8190-97232ea1ee72' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 5kB\n",
       "Dimensions:              (time: 240)\n",
       "Coordinates:\n",
       "  * time                 (time) object 2kB 0001-01-16 12:00:00 ... 0020-12-16...\n",
       "Data variables:\n",
       "    T_ady_2d_26.5        (time) float32 960B dask.array<chunksize=(1,), meta=np.ndarray>\n",
       "    T_diffy_2d_26.5      (time) float32 960B dask.array<chunksize=(1,), meta=np.ndarray>\n",
       "    T_hbd_diffy_2d_26.5  (time) float32 960B dask.array<chunksize=(1,), meta=np.ndarray>"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Heat Transport Time Series at the Equator (Global)\n",
    "ds_eq_ts =  ds.sel(yq=0.0, method='nearest').sum('xh').drop('yq')\n",
    "# Build a rename mapping\n",
    "rename_dict = {var: f\"{var}_26.5\" for var in ds_eq_ts.data_vars}\n",
    "# Apply renaming\n",
    "ds_eq_ts = ds_eq_ts.rename(rename_dict)\n",
    "ds_eq_ts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "ds_eq_ts.T_ady_2d[:].plot()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 6MB\n",
       "Dimensions:         (xh: 540, yq: 480)\n",
       "Coordinates:\n",
       "  * xh              (xh) float64 4kB -286.7 -286.0 -285.3 ... 71.33 72.0 72.67\n",
       "  * yq              (yq) float64 4kB -81.51 -81.41 -81.31 ... 87.68 87.73 87.74\n",
       "Data variables:\n",
       "    T_ady_2d        (yq, xh) float64 2MB nan nan nan nan nan ... nan nan nan nan\n",
       "    T_diffy_2d      (yq, xh) float64 2MB nan nan nan nan nan ... nan nan nan nan\n",
       "    T_hbd_diffy_2d  (yq, xh) float64 2MB nan nan nan nan nan ... nan nan nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-6e9303f5-2868-4600-9862-fa0fcc71f4a6' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-6e9303f5-2868-4600-9862-fa0fcc71f4a6' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>xh</span>: 540</li><li><span class='xr-has-index'>yq</span>: 480</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-7158cfab-64c7-432b-9087-f2c89b6816ed' class='xr-section-summary-in' type='checkbox'  checked><label for='section-7158cfab-64c7-432b-9087-f2c89b6816ed' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>xh</span></div><div class='xr-var-dims'>(xh)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-286.7 -286.0 -285.3 ... 72.0 72.67</div><input id='attrs-77b42bcf-a785-4dc5-8428-3934a19036d2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-77b42bcf-a785-4dc5-8428-3934a19036d2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-27c41a67-2d41-4e80-a329-8f19a48710fe' class='xr-var-data-in' type='checkbox'><label for='data-27c41a67-2d41-4e80-a329-8f19a48710fe' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>long_name :</span></dt><dd>h point nominal longitude</dd><dt><span>axis :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>array([-286.666667, -286.      , -285.333333, ...,   71.333333,   72.      ,\n",
       "         72.666667])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>yq</span></div><div class='xr-var-dims'>(yq)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-81.51 -81.41 ... 87.73 87.74</div><input id='attrs-45272604-f58c-4a3e-ac62-d136cfb901bc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-45272604-f58c-4a3e-ac62-d136cfb901bc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dce2adbc-6b26-4e9b-85d5-d51d5aee6038' class='xr-var-data-in' type='checkbox'><label for='data-dce2adbc-6b26-4e9b-85d5-d51d5aee6038' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>long_name :</span></dt><dd>q point nominal latitude</dd><dt><span>axis :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>array([-81.509049, -81.410045, -81.309895, ...,  87.681   ,  87.728654,\n",
       "        87.744508])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-12f82884-585a-4068-a7ce-797fdcb1945f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-12f82884-585a-4068-a7ce-797fdcb1945f' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>T_ady_2d</span></div><div class='xr-var-dims'>(yq, xh)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-b9f73b11-9e7f-4124-bcdb-de8bc17cb712' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b9f73b11-9e7f-4124-bcdb-de8bc17cb712' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4185969c-29b9-4001-b0d7-835f781abc10' class='xr-var-data-in' type='checkbox'><label for='data-4185969c-29b9-4001-b0d7-835f781abc10' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T_diffy_2d</span></div><div class='xr-var-dims'>(yq, xh)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-f8100779-9cbc-4be9-8412-6f1bd7619e0b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f8100779-9cbc-4be9-8412-6f1bd7619e0b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1a0efdc9-b891-42b3-8215-5d14db295751' class='xr-var-data-in' type='checkbox'><label for='data-1a0efdc9-b891-42b3-8215-5d14db295751' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T_hbd_diffy_2d</span></div><div class='xr-var-dims'>(yq, xh)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-7696d3a5-bd64-4b0e-9141-4d4327e19fc8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7696d3a5-bd64-4b0e-9141-4d4327e19fc8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f382e2c0-9f57-4a1a-926d-f345175e0e53' class='xr-var-data-in' type='checkbox'><label for='data-f382e2c0-9f57-4a1a-926d-f345175e0e53' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b8434588-db1d-40af-b2e1-2ba67f732964' class='xr-section-summary-in' type='checkbox'  ><label for='section-b8434588-db1d-40af-b2e1-2ba67f732964' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>xh</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-9e231cbb-f8c3-47e0-8bde-a4b4465a50b9' class='xr-index-data-in' type='checkbox'/><label for='index-9e231cbb-f8c3-47e0-8bde-a4b4465a50b9' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-286.66666666666663,              -286.0, -285.33333333333337,\n",
       "       -284.66666666666663,              -284.0, -283.33333333333326,\n",
       "       -282.66666666666674,              -282.0, -281.33333333333326,\n",
       "       -280.66666666666674,\n",
       "       ...\n",
       "         66.66666666666652,   67.33333333333326,                68.0,\n",
       "         68.66666666666652,   69.33333333333326,                70.0,\n",
       "         70.66666666666652,   71.33333333333326,                72.0,\n",
       "         72.66666666666674],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;xh&#x27;, length=540))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>yq</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-b44e5004-947a-46bc-a3ce-bb600434e56b' class='xr-index-data-in' type='checkbox'/><label for='index-b44e5004-947a-46bc-a3ce-bb600434e56b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-81.50904852679943,  -81.4100445212757, -81.30989489722798,\n",
       "       -81.20858670775536, -81.10610687059054, -81.00244216707667,\n",
       "       -80.89757924115176,   -80.791504598341, -80.68420460475764,\n",
       "        -80.5756654861134,\n",
       "       ...\n",
       "        86.61595285044066,  86.82781694882009,  87.02417832140226,\n",
       "        87.20261611085037,   87.3604070055495,  87.49462829656471,\n",
       "        87.60235982679546,   87.6810004121276,   87.7286543648068,\n",
       "        87.74450779376627],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;yq&#x27;, length=480))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a0d16c8b-8e05-4f09-a1fe-67cb405d233f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a0d16c8b-8e05-4f09-a1fe-67cb405d233f' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 6MB\n",
       "Dimensions:         (xh: 540, yq: 480)\n",
       "Coordinates:\n",
       "  * xh              (xh) float64 4kB -286.7 -286.0 -285.3 ... 71.33 72.0 72.67\n",
       "  * yq              (yq) float64 4kB -81.51 -81.41 -81.31 ... 87.68 87.73 87.74\n",
       "Data variables:\n",
       "    T_ady_2d        (yq, xh) float64 2MB nan nan nan nan nan ... nan nan nan nan\n",
       "    T_diffy_2d      (yq, xh) float64 2MB nan nan nan nan nan ... nan nan nan nan\n",
       "    T_hbd_diffy_2d  (yq, xh) float64 2MB nan nan nan nan nan ... nan nan nan nan"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_mean = ds_ann.mean('time').load()\n",
    "ds_mean"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saving netCDF files...\n"
     ]
    }
   ],
   "source": [
    "varName = 'T_ady_2d'\n",
    "print('Saving netCDF files...')\n",
    "\n",
    "if not os.path.isdir('ncfiles'):\n",
    "      os.system('mkdir -p ncfiles')\n",
    "        \n",
    "ds_mean = ds_ann.mean('time').load()\n",
    "attrs = {'description': 'Time-mean poleward heat transport by components ', 'units': ds[varName].units,\n",
    "       'start_date': args.start_date, 'end_date': args.end_date, 'casename': casename}\n",
    "add_global_attrs(ds_mean,attrs)\n",
    "ds_mean.to_netcdf('ncfiles/'+casename+'_heat_transport.nc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# fix coords\n",
    "basin_code_xr['xh'] = ds_sel.xh\n",
    "basin_code_xr = basin_code_xr.rename({'yh':'yq'})\n",
    "basin_code_xr['yq'] = ds_sel.yq\n",
    "basin_code_xr.to_netcdf('ncfiles/'+casename+'_region_masks.nc')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Hovmoller plots"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Global"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x600 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "f, ((ax1, ax2), (ax3, ax4)) = plt.subplots(2, 2, figsize=(10, 6))\n",
    "plt.suptitle('Global poleward heat transport by components')\n",
    "\n",
    "#T_ady_2d\n",
    "(ds_ann.T_ady_2d*1.0e-15).sum(dim='xh').plot(ax=ax1,cbar_kwargs={\"label\": \"TW\"});\n",
    "ax1.set_title(\"T_ady_2d\")\n",
    "ax1.set_xlabel(\"\")\n",
    "\n",
    "# T_diffy_2d\n",
    "(ds_ann.T_diffy_2d*1.0e-15).sum(dim='xh').plot(ax=ax2,cbar_kwargs={\"label\": \"TW\"});\n",
    "ax2.set_title(\"T_diffy_2d\")\n",
    "ax2.set_xlabel(\"\")\n",
    "ax2.set_ylabel(\"\")\n",
    "\n",
    "# T_hbd_diffy_2d\n",
    "(ds_ann.T_hbd_diffy_2d*1.0e-15).sum(dim='xh').plot(ax=ax3,cbar_kwargs={\"label\": \"TW\"});\n",
    "ax3.set_title(\"T_hbd_diffy_2d\")\n",
    "\n",
    "# T_hbd_diffy_2d\n",
    "total = (ds_ann.T_hbd_diffy_2d + ds_ann.T_diffy_2d + ds_ann.T_ady_2d).rename('total')\n",
    "(total*1.0e-15).sum(dim='xh').plot(ax=ax4,cbar_kwargs={\"label\": \"TW\"});\n",
    "ax4.set_title(\"total\")\n",
    "ax4.set_ylabel(\"\")\n",
    "\n",
    "# Make it nice\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Atlantic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "atl = (basin_code_xr.sel(region='MedSea') + basin_code_xr.sel(region='HudsonBay') +     \\\n",
    "      basin_code_xr.sel(region='Arctic') + basin_code_xr.sel(region='AtlanticOcean') + \\\n",
    "      basin_code_xr.sel(region='BlackSea'))\n",
    "atl['region'] = 'Altantic mask'\n",
    "atl.plot();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x600 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "f, ((ax1, ax2), (ax3, ax4)) = plt.subplots(2, 2, figsize=(10, 6))\n",
    "plt.suptitle('Atlantic poleward heat transport by components')\n",
    "\n",
    "#T_ady_2d\n",
    "(ds_ann.T_ady_2d*1.0e-15*atl).sum(dim='xh').plot(ax=ax1,cbar_kwargs={\"label\": \"TW\"});\n",
    "ax1.set_title(\"T_ady_2d\")\n",
    "ax1.set_xlabel(\"\")\n",
    "\n",
    "# T_diffy_2d\n",
    "(ds_ann.T_diffy_2d*1.0e-15*atl).sum(dim='xh').plot(ax=ax2,cbar_kwargs={\"label\": \"TW\"});\n",
    "ax2.set_title(\"T_diffy_2d\")\n",
    "ax2.set_xlabel(\"\")\n",
    "ax2.set_ylabel(\"\")\n",
    "\n",
    "# T_hbd_diffy_2d\n",
    "(ds_ann.T_hbd_diffy_2d*1.0e-15*atl).sum(dim='xh').plot(ax=ax3,cbar_kwargs={\"label\": \"TW\"});\n",
    "ax3.set_title(\"T_hbd_diffy_2d\")\n",
    "\n",
    "# T_hbd_diffy_2d\n",
    "total = (ds_ann.T_hbd_diffy_2d + ds_ann.T_diffy_2d + ds_ann.T_ady_2d).rename('total')\n",
    "(total*1.0e-15*atl).sum(dim='xh').plot(ax=ax4,cbar_kwargs={\"label\": \"TW\"});\n",
    "ax4.set_title(\"total\")\n",
    "ax4.set_ylabel(\"\")\n",
    "\n",
    "# Make it nice\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Compute temporal mean for each term"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "stream = True\n",
    "# create a ndarray subclass\n",
    "class C(np.ndarray): pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "# advection\n",
    "varName = 'T_ady_2d'\n",
    "if varName in ds_sel.variables:\n",
    "  tmp = np.ma.masked_invalid(ds_ann[varName].mean('time').values)\n",
    "  tmp = tmp[:].filled(0.)\n",
    "  advective = tmp.view(C)\n",
    "  advective.units = ds_ann[varName].units\n",
    "else:\n",
    "  raise Exception('Could not find \"T_ady_2d\" in ds')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "# neutral diffusion\n",
    "varName = 'T_diffy_2d'\n",
    "if varName in ds.variables:\n",
    "  tmp = np.ma.masked_invalid(ds_ann[varName].mean('time').values)\n",
    "  tmp = tmp[:].filled(0.)\n",
    "  diffusive = tmp.view(C)\n",
    "  diffusive.units = ds_ann[varName].units\n",
    "else:\n",
    "  diffusive = None\n",
    "  warnings.warn('Neutrally-diffusive temperature term not found. This will result in an underestimation of the heat transport.')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "# horizontal diffusion\n",
    "varName = 'T_hbd_diffy_2d'\n",
    "if varName in ds.variables:\n",
    "  tmp = np.ma.masked_invalid(ds_ann[varName].mean('time').values)\n",
    "  tmp = tmp[:].filled(0.)\n",
    "  hbd = tmp.view(C)\n",
    "  hbd.units = ds_ann[varName].units\n",
    "else:\n",
    "  hbd = None\n",
    "  warnings.warn('Horizontal diffusion term not found. This will result in an underestimation of the heat transport.')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "# release workers\n",
    "client.close(); cluster.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plotting"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "poleward_heat_transport.py was run successfully!\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "plt_heat_transport_model_vs_obs(advective, diffusive, hbd, basin_code, grd, args)  "
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python (mom6-tools)",
   "language": "python",
   "name": "mom6-tools"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.9"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  },
  "varInspector": {
   "cols": {
    "lenName": 16,
    "lenType": 16,
    "lenVar": 40
   },
   "kernels_config": {
    "python": {
     "delete_cmd_postfix": "",
     "delete_cmd_prefix": "del ",
     "library": "var_list.py",
     "varRefreshCmd": "print(var_dic_list())"
    },
    "r": {
     "delete_cmd_postfix": ") ",
     "delete_cmd_prefix": "rm(",
     "library": "var_list.r",
     "varRefreshCmd": "cat(var_dic_list()) "
    }
   },
   "types_to_exclude": [
    "module",
    "function",
    "builtin_function_or_method",
    "instance",
    "_Feature"
   ],
   "window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}