check-concat-ice-daily.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Check concatenated daily ice output files\n",
    "Check daily ice outputs concatenated and compressed with\n",
    "```\n",
    "for f in iceh.????-??.nc; do ncrcat -L 5 -7 ${f/.nc/-??.nc} ${f/.nc/-daily.nc}; done\n",
    "```\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "import glob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# basedir = '/g/data3/hh5/tmp/cosima/access-om2-01/01deg_jra55v13_iaf/output001/ice-test/OUTPUT/'\n",
    "basedir = '/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf/output243/ice/OUTPUT/'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-daily.nc\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-01.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-02.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-03.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-04.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-05.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-06.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-07.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-08.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-09.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-10.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-11.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-12.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-13.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-14.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-15.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-16.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-17.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-18.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-19.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-20.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-21.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-22.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-23.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-24.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-25.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-26.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-27.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-28.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-29.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-30.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-01-31.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-daily.nc\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-01.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-02.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-03.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-04.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-05.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-06.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-07.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-08.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-09.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-10.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-11.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-12.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-13.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-14.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-15.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-16.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-17.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-18.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-19.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-20.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-21.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-22.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-23.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-24.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-25.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-26.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-27.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-02-28.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-daily.nc\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-01.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-02.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-03.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-04.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-05.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-06.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-07.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-08.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-09.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-10.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-11.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-12.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-13.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-14.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-15.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-16.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-17.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-18.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-19.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-20.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-21.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-22.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-23.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-24.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-25.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-26.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-27.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-28.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-29.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-30.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/iceh.1958-03-31.nc-DEPRECATED\n",
      "ok\n",
      "\n",
      "All ok\n"
     ]
    }
   ],
   "source": [
    "# %%time\n",
    "ok = True\n",
    "# basedir = '/g/data3/hh5/tmp/cosima/access-om2-01/01deg_jra55v13_iaf/output001/ice/OUTPUT/'\n",
    "# basedir = '/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf/output243/ice/OUTPUT/'\n",
    "# basedir = '/g/data/ik11/outputs/access-om2-01/01deg_jra55v140_iaf/output000/ice/OUTPUT/'\n",
    "basedir = '/scratch/x77/aek156/access-om2/archive/01deg_jra55v140_iaf_cycle2/output244/ice/OUTPUT/'\n",
    "cdailies = glob.glob(basedir+'iceh.????-??-daily.nc')\n",
    "cdailies.sort()\n",
    "for cdaily in cdailies:\n",
    "    print(cdaily)\n",
    "    ds_concat = xr.open_dataset(cdaily)\n",
    "#     dailies = glob.glob(cdaily.replace('-daily', '-??'))\n",
    "#     dailies = glob.glob(cdaily.replace('-daily', '-??').replace('.nc', '.nc-DELETE'))\n",
    "    dailies = glob.glob(cdaily.replace('-daily', '-??').replace('.nc', '.nc-DEPRECATED')) # for output244\n",
    "    dailies.sort()\n",
    "    for d, daily in enumerate(dailies):\n",
    "        print(daily)\n",
    "        ds_day = xr.open_dataset(daily)\n",
    "        # don't check the following\n",
    "        ds_day.attrs.update({'comment2': ds_concat.comment2})\n",
    "        ds_day.attrs.update({'history': ds_concat.history})\n",
    "        ds_day.attrs.update({'NCO': ds_concat.NCO})\n",
    "#         ds_day.attrs.update({'nco_openmp_thread_number': ds_concat.nco_openmp_thread_number})\n",
    "#         print(ds_day.isel(time=0).identical(ds_concat.isel(time=d)))\n",
    "#         print(ds_day.isel(time=0).equals(ds_concat.isel(time=d)))\n",
    "        c = ds_day.isel(time=0)\n",
    "        t = ds_concat.isel(time=d)\n",
    "        identical = c.identical(t)\n",
    "        if not identical:\n",
    "            equal = c.equals(t)\n",
    "        else:\n",
    "            equal = True  # identical implies equal\n",
    "        if equal and not identical:\n",
    "            print(c.attrs)\n",
    "            print(t.attrs)\n",
    "        if not (equal and identical):\n",
    "            ok = False\n",
    "    #         print(ctrlFile)\n",
    "    #         print(testFile)\n",
    "            print(equal, identical)\n",
    "            cvars = list(c.keys())\n",
    "            cvars.sort()\n",
    "            tvars = list(t.keys())\n",
    "            tvars.sort()\n",
    "            for cvar, tvar in zip(cvars, tvars):\n",
    "                idcl = c[cvar].identical(t[tvar])\n",
    "                if not idcl:\n",
    "                    eql = c[cvar].equals(t[tvar])\n",
    "                else:\n",
    "                    eql = True  # identical implies equal\n",
    "                print('    ', cvar, tvar, eql, idcl)\n",
    "    #         print()\n",
    "        else:\n",
    "            print('ok')\n",
    "        print('')\n",
    "if ok:\n",
    "    print('All ok')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
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       "\n",
       ".xr-icon-database,\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:      (d2: 2, nc: 5, ni: 3600, nj: 2700, time: 1)\n",
       "Coordinates:\n",
       "  * time         (time) object 2019-01-01 00:00:00\n",
       "    TLON         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    TLAT         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ULON         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ULAT         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    NCAT         (nc) float32 0.6445072 1.3914335 2.4701793 4.567288 100000000.0\n",
       "Dimensions without coordinates: d2, nc, ni, nj\n",
       "Data variables:\n",
       "    time_bounds  (time, d2) object 2018-12-31 00:00:00 2019-01-01 00:00:00\n",
       "    tmask        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    blkmask      (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    tarea        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    uarea        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dxt          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dyt          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dxu          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dyu          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    HTN          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    HTE          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLE        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLET       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    hi           (time, nj, ni) float32 ...\n",
       "    hs           (time, nj, ni) float32 ...\n",
       "    aice         (time, nj, ni) float32 ...\n",
       "    uvel         (time, nj, ni) float32 ...\n",
       "    vvel         (time, nj, ni) float32 ...\n",
       "    frzmlt       (time, nj, ni) float32 ...\n",
       "    congel       (time, nj, ni) float32 ...\n",
       "    frazil       (time, nj, ni) float32 ...\n",
       "    snoice       (time, nj, ni) float32 ...\n",
       "    dvidtt       (time, nj, ni) float32 ...\n",
       "    dvidtd       (time, nj, ni) float32 ...\n",
       "    aicen        (time, nc, nj, ni) float32 ...\n",
       "    vicen        (time, nc, nj, ni) float32 ...\n",
       "Attributes:\n",
       "    title:        sea ice model output for CICE\n",
       "    contents:     Diagnostic and Prognostic Variables\n",
       "    source:       Los Alamos Sea Ice Model (CICE) Version 5\n",
       "    comment:      This Year Has 365 days\n",
       "    comment2:     File written on model date 20181202\n",
       "    comment3:     seconds elapsed into model date:      0\n",
       "    conventions:  CF-1.0\n",
       "    history:      Tue Sep 22 21:31:47 2020: ncrcat -O -L 5 -7 iceh.2018-12-01...\n",
       "    io_flavor:    io_netcdf\n",
       "    NCO:          netCDF Operators version 4.9.2 (Homepage = http://nco.sf.ne...</pre><div class='xr-wrap' hidden><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-5ccdf433-a581-4039-b92b-0b5c0df6b869' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5ccdf433-a581-4039-b92b-0b5c0df6b869' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>d2</span>: 2</li><li><span>nc</span>: 5</li><li><span>ni</span>: 3600</li><li><span>nj</span>: 2700</li><li><span class='xr-has-index'>time</span>: 1</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-21ad1b91-48da-4231-a0b9-ffe318e305d7' class='xr-section-summary-in' type='checkbox'  checked><label for='section-21ad1b91-48da-4231-a0b9-ffe318e305d7' class='xr-section-summary' >Coordinates: <span>(6)</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'>2019-01-01 00:00:00</div><input id='attrs-5e3d86ad-52c3-40c1-92f3-a389f3accd4a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5e3d86ad-52c3-40c1-92f3-a389f3accd4a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-39564403-dbec-46ea-8d05-95799327a009' class='xr-var-data-in' type='checkbox'><label for='data-39564403-dbec-46ea-8d05-95799327a009' 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>model time</dd><dt><span>bounds :</span></dt><dd>time_bounds</dd></dl></div><div class='xr-var-data'><pre>array([cftime.DatetimeGregorian(2019, 1, 1, 0, 0, 0, 0, 1, 1)], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TLON</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-b9396a8e-3b0f-4178-9877-200fd0155a9d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b9396a8e-3b0f-4178-9877-200fd0155a9d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-af25b98e-972b-4ff4-8084-abfe3eb4f4f7' class='xr-var-data-in' type='checkbox'><label for='data-af25b98e-972b-4ff4-8084-abfe3eb4f4f7' 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>T grid center longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TLAT</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-7be6c25c-d3b0-4d2c-bd83-d7e404e27062' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7be6c25c-d3b0-4d2c-bd83-d7e404e27062' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-63ad5861-7478-4801-a2b1-515b313f0375' class='xr-var-data-in' type='checkbox'><label for='data-63ad5861-7478-4801-a2b1-515b313f0375' 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>T grid center latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ULON</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-f486e055-f4b6-48d7-a8d8-de897e56fea2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f486e055-f4b6-48d7-a8d8-de897e56fea2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cd1489ea-8009-48a8-8087-77991f7c4a38' class='xr-var-data-in' type='checkbox'><label for='data-cd1489ea-8009-48a8-8087-77991f7c4a38' 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>U grid center longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ULAT</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-1dfbe014-7e00-47b3-a222-520c0ffcf94e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1dfbe014-7e00-47b3-a222-520c0ffcf94e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ea1fdc63-9b69-41bb-9a29-5779dabbde97' class='xr-var-data-in' type='checkbox'><label for='data-ea1fdc63-9b69-41bb-9a29-5779dabbde97' 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>U grid center latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>comment :</span></dt><dd>Latitude of NE corner of T grid cell</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>NCAT</span></div><div class='xr-var-dims'>(nc)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.6445072 1.3914335 ... 100000000.0</div><input id='attrs-5a8d03ac-938c-4146-837c-355877724b72' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5a8d03ac-938c-4146-837c-355877724b72' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d305438e-a5ca-45ca-8e8f-0a88457adeb2' class='xr-var-data-in' type='checkbox'><label for='data-d305438e-a5ca-45ca-8e8f-0a88457adeb2' 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>category maximum thickness</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>array([6.445072e-01, 1.391433e+00, 2.470179e+00, 4.567288e+00, 1.000000e+08],\n",
       "      dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5c37d1b8-0509-430f-ab69-ecada17a98b6' class='xr-section-summary-in' type='checkbox'  ><label for='section-5c37d1b8-0509-430f-ab69-ecada17a98b6' class='xr-section-summary' >Data variables: <span>(26)</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>time_bounds</span></div><div class='xr-var-dims'>(time, d2)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-478ed4df-f9b2-4c2e-b4be-18534520befe' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-478ed4df-f9b2-4c2e-b4be-18534520befe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c7c6fcc7-9ab9-4558-a01c-3ebd8bbc6dc8' class='xr-var-data-in' type='checkbox'><label for='data-c7c6fcc7-9ab9-4558-a01c-3ebd8bbc6dc8' 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>boundaries for time-averaging interval</dd></dl></div><div class='xr-var-data'><pre>array([[cftime.DatetimeGregorian(2018, 12, 31, 0, 0, 0, 0, 0, 365),\n",
       "        cftime.DatetimeGregorian(2019, 1, 1, 0, 0, 0, 0, 1, 1)]], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tmask</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-5df2815e-6371-4f33-b38e-579de9e0ce3b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5df2815e-6371-4f33-b38e-579de9e0ce3b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-51503171-edcd-4685-b76a-c4f99878b625' class='xr-var-data-in' type='checkbox'><label for='data-51503171-edcd-4685-b76a-c4f99878b625' 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>ocean grid mask</dd><dt><span>comment :</span></dt><dd>0 = land, 1 = ocean</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>blkmask</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-a4b19e29-516d-4ba5-b237-ef2f3f0e732f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a4b19e29-516d-4ba5-b237-ef2f3f0e732f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a42627d4-f3a6-43d7-ad7a-cc893316063a' class='xr-var-data-in' type='checkbox'><label for='data-a42627d4-f3a6-43d7-ad7a-cc893316063a' 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>ice grid block mask</dd><dt><span>comment :</span></dt><dd>mytask + iblk/100</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tarea</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-7f8a7768-1243-47f1-b920-a274598b284e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7f8a7768-1243-47f1-b920-a274598b284e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-77f4332c-c76e-4f18-9a90-d2fe5c927588' class='xr-var-data-in' type='checkbox'><label for='data-77f4332c-c76e-4f18-9a90-d2fe5c927588' 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>area of T grid cells</dd><dt><span>units :</span></dt><dd>m^2</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarea</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-997201e8-db04-4cb2-a3f8-53372c6cf899' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-997201e8-db04-4cb2-a3f8-53372c6cf899' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-14e9f2ed-bc92-4a54-894e-6effe31ce360' class='xr-var-data-in' type='checkbox'><label for='data-14e9f2ed-bc92-4a54-894e-6effe31ce360' 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>area of U grid cells</dd><dt><span>units :</span></dt><dd>m^2</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dxt</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-3c1ff98d-4b5b-46c0-8231-f3648aaab327' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3c1ff98d-4b5b-46c0-8231-f3648aaab327' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cfab176f-b8c3-4e2f-901e-f79501a43ed6' class='xr-var-data-in' type='checkbox'><label for='data-cfab176f-b8c3-4e2f-901e-f79501a43ed6' 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>T cell width through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dyt</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-63b583a0-0cfa-47af-8b17-f6684cf96491' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-63b583a0-0cfa-47af-8b17-f6684cf96491' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-55f623f4-90fa-42a1-a5b5-e959f525073f' class='xr-var-data-in' type='checkbox'><label for='data-55f623f4-90fa-42a1-a5b5-e959f525073f' 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>T cell height through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dxu</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-ea771c10-4521-495b-bca3-91685f927678' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ea771c10-4521-495b-bca3-91685f927678' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-08d2a7c5-b733-4db7-a444-49d4fb4cfbe2' class='xr-var-data-in' type='checkbox'><label for='data-08d2a7c5-b733-4db7-a444-49d4fb4cfbe2' 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>U cell width through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dyu</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-1654b2a4-4019-4e6a-af9d-dd0138efe28a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1654b2a4-4019-4e6a-af9d-dd0138efe28a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3702b69-93ee-4610-9742-8e70d71d707d' class='xr-var-data-in' type='checkbox'><label for='data-b3702b69-93ee-4610-9742-8e70d71d707d' 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>U cell height through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HTN</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-a38b2570-0c4c-4f25-b067-6a43ae2d5bad' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a38b2570-0c4c-4f25-b067-6a43ae2d5bad' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-842ecd53-d8de-41b0-a41d-eaea0133bc6a' class='xr-var-data-in' type='checkbox'><label for='data-842ecd53-d8de-41b0-a41d-eaea0133bc6a' 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>T cell width on North side</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HTE</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-b6741473-b38d-4272-8baf-3180f5a63940' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b6741473-b38d-4272-8baf-3180f5a63940' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f4d698f4-0cc3-4fe9-b2f9-3e03c1cb5440' class='xr-var-data-in' type='checkbox'><label for='data-f4d698f4-0cc3-4fe9-b2f9-3e03c1cb5440' 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>T cell width on East side</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ANGLE</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-05776082-5c2a-4f4b-83ae-479bc8f5f053' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-05776082-5c2a-4f4b-83ae-479bc8f5f053' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8c148943-a21f-4910-bea7-11d308ea2075' class='xr-var-data-in' type='checkbox'><label for='data-8c148943-a21f-4910-bea7-11d308ea2075' 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>angle grid makes with latitude line on U grid</dd><dt><span>units :</span></dt><dd>radians</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ANGLET</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-38029895-f353-436a-ac60-366f4b2ed5d1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-38029895-f353-436a-ac60-366f4b2ed5d1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ea710917-7a38-49cb-9adb-30ffff0d6c54' class='xr-var-data-in' type='checkbox'><label for='data-ea710917-7a38-49cb-9adb-30ffff0d6c54' 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>angle grid makes with latitude line on T grid</dd><dt><span>units :</span></dt><dd>radians</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hi</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4266bbaa-29f8-446b-a55a-5b14da10418c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4266bbaa-29f8-446b-a55a-5b14da10418c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-580e412f-b760-4df8-a359-f782bb056564' class='xr-var-data-in' type='checkbox'><label for='data-580e412f-b760-4df8-a359-f782bb056564' 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>m</dd><dt><span>long_name :</span></dt><dd>grid cell mean ice thickness</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[9720000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hs</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e884412d-55b8-4340-9f23-f30a58921090' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e884412d-55b8-4340-9f23-f30a58921090' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2040f120-9a56-4e0d-b6fe-b9e57c170b82' class='xr-var-data-in' type='checkbox'><label for='data-2040f120-9a56-4e0d-b6fe-b9e57c170b82' 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>m</dd><dt><span>long_name :</span></dt><dd>grid cell mean snow thickness</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[9720000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aice</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-204751dc-1eac-43c8-9d9a-2d8a3cccab11' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-204751dc-1eac-43c8-9d9a-2d8a3cccab11' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-648049c8-e953-47b2-895b-4c9f6fdae2df' class='xr-var-data-in' type='checkbox'><label for='data-648049c8-e953-47b2-895b-4c9f6fdae2df' 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>1</dd><dt><span>long_name :</span></dt><dd>ice area  (aggregate)</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[9720000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uvel</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-97e609f9-55f1-4da4-a2e9-28ad4990b123' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-97e609f9-55f1-4da4-a2e9-28ad4990b123' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5909c775-881b-4ee3-8d28-d492ac2598d2' class='xr-var-data-in' type='checkbox'><label for='data-5909c775-881b-4ee3-8d28-d492ac2598d2' 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>m/s</dd><dt><span>long_name :</span></dt><dd>ice velocity (x)</dd><dt><span>cell_measures :</span></dt><dd>area: uarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[9720000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vvel</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1fad65a4-2d1c-4527-b43b-691654345e69' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1fad65a4-2d1c-4527-b43b-691654345e69' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-61338c87-22ab-421d-8852-fbf09188bb14' class='xr-var-data-in' type='checkbox'><label for='data-61338c87-22ab-421d-8852-fbf09188bb14' 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>m/s</dd><dt><span>long_name :</span></dt><dd>ice velocity (y)</dd><dt><span>cell_measures :</span></dt><dd>area: uarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[9720000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>frzmlt</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f9fd11ef-f4b4-404e-b8bc-3e42e8869a1b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f9fd11ef-f4b4-404e-b8bc-3e42e8869a1b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0afbc8df-1309-4581-befa-15072db95c24' class='xr-var-data-in' type='checkbox'><label for='data-0afbc8df-1309-4581-befa-15072db95c24' 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>W/m^2</dd><dt><span>long_name :</span></dt><dd>freeze/melt potential</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[9720000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>congel</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-98c4f55c-a1c7-4d8c-87e0-f9f6c49da721' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-98c4f55c-a1c7-4d8c-87e0-f9f6c49da721' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fe7cbe1d-ef23-4142-9e38-f24d237168c8' class='xr-var-data-in' type='checkbox'><label for='data-fe7cbe1d-ef23-4142-9e38-f24d237168c8' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>congelation ice growth</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[9720000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>frazil</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-386edb95-75a8-4b52-9359-2ee96f59ed03' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-386edb95-75a8-4b52-9359-2ee96f59ed03' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f8cda2d-e686-4cb2-9f95-6722281b41c5' class='xr-var-data-in' type='checkbox'><label for='data-7f8cda2d-e686-4cb2-9f95-6722281b41c5' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>frazil ice growth</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[9720000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>snoice</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5d5b9a78-b9e7-4736-a3ed-a7cbee2bd9eb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5d5b9a78-b9e7-4736-a3ed-a7cbee2bd9eb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a7d480e8-c1e3-4b91-95cd-c32d9c9f9a3d' class='xr-var-data-in' type='checkbox'><label for='data-a7d480e8-c1e3-4b91-95cd-c32d9c9f9a3d' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>snow-ice formation</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[9720000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dvidtt</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5ba5005f-7849-4b46-8b86-4b54c4d3caf8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5ba5005f-7849-4b46-8b86-4b54c4d3caf8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-73ccd93b-0f87-4d77-a767-7ee5d4b680cb' class='xr-var-data-in' type='checkbox'><label for='data-73ccd93b-0f87-4d77-a767-7ee5d4b680cb' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>volume tendency thermo</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[9720000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dvidtd</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ac505f8f-2051-421c-af30-823e1c096e91' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ac505f8f-2051-421c-af30-823e1c096e91' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-16f72109-e333-4e21-88e4-a15fc9ced8b4' class='xr-var-data-in' type='checkbox'><label for='data-16f72109-e333-4e21-88e4-a15fc9ced8b4' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>volume tendency dynamics</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[9720000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aicen</span></div><div class='xr-var-dims'>(time, nc, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f1183f93-fd5d-4c1c-8a34-174d09464740' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f1183f93-fd5d-4c1c-8a34-174d09464740' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1d4cd18b-fb82-40ae-a704-a0faf08af3ce' class='xr-var-data-in' type='checkbox'><label for='data-1d4cd18b-fb82-40ae-a704-a0faf08af3ce' 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>1</dd><dt><span>long_name :</span></dt><dd>ice area, categories</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[48600000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vicen</span></div><div class='xr-var-dims'>(time, nc, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f6828883-fd35-45e4-a6ea-cb2019b766b9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f6828883-fd35-45e4-a6ea-cb2019b766b9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ec52a1bd-5e96-4356-9adc-3b7ec25487e8' class='xr-var-data-in' type='checkbox'><label for='data-ec52a1bd-5e96-4356-9adc-3b7ec25487e8' 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>m</dd><dt><span>long_name :</span></dt><dd>ice volume, categories</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[48600000 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d1dbaf00-7ce2-4817-8a95-4b87f0aca804' class='xr-section-summary-in' type='checkbox'  ><label for='section-d1dbaf00-7ce2-4817-8a95-4b87f0aca804' class='xr-section-summary' >Attributes: <span>(10)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>sea ice model output for CICE</dd><dt><span>contents :</span></dt><dd>Diagnostic and Prognostic Variables</dd><dt><span>source :</span></dt><dd>Los Alamos Sea Ice Model (CICE) Version 5</dd><dt><span>comment :</span></dt><dd>This Year Has 365 days</dd><dt><span>comment2 :</span></dt><dd>File written on model date 20181202</dd><dt><span>comment3 :</span></dt><dd>seconds elapsed into model date:      0</dd><dt><span>conventions :</span></dt><dd>CF-1.0</dd><dt><span>history :</span></dt><dd>Tue Sep 22 21:31:47 2020: ncrcat -O -L 5 -7 iceh.2018-12-01.nc iceh.2018-12-02.nc iceh.2018-12-03.nc iceh.2018-12-04.nc iceh.2018-12-05.nc iceh.2018-12-06.nc iceh.2018-12-07.nc iceh.2018-12-08.nc iceh.2018-12-09.nc iceh.2018-12-10.nc iceh.2018-12-11.nc iceh.2018-12-12.nc iceh.2018-12-13.nc iceh.2018-12-14.nc iceh.2018-12-15.nc iceh.2018-12-16.nc iceh.2018-12-17.nc iceh.2018-12-18.nc iceh.2018-12-19.nc iceh.2018-12-20.nc iceh.2018-12-21.nc iceh.2018-12-22.nc iceh.2018-12-23.nc iceh.2018-12-24.nc iceh.2018-12-25.nc iceh.2018-12-26.nc iceh.2018-12-27.nc iceh.2018-12-28.nc iceh.2018-12-29.nc iceh.2018-12-30.nc iceh.2018-12-31.nc iceh.2018-12-daily.nc\n",
       "This dataset was created on 2020-07-26 at 07:45:26.3</dd><dt><span>io_flavor :</span></dt><dd>io_netcdf</dd><dt><span>NCO :</span></dt><dd>netCDF Operators version 4.9.2 (Homepage = http://nco.sf.net, Code = http://github.com/nco/nco)</dd></dl></div></li></ul></div></div>"
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       "<xarray.Dataset>\n",
       "Dimensions:      (d2: 2, nc: 5, ni: 3600, nj: 2700, time: 1)\n",
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       "  * time         (time) object 2019-01-01 00:00:00\n",
       "    TLON         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
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       "    NCAT         (nc) float32 0.6445072 1.3914335 2.4701793 4.567288 100000000.0\n",
       "Dimensions without coordinates: d2, nc, ni, nj\n",
       "Data variables:\n",
       "    time_bounds  (time, d2) object ...\n",
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       "    dxt          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dyt          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dxu          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dyu          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    HTN          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    HTE          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLE        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLET       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    hi           (time, nj, ni) float32 ...\n",
       "    hs           (time, nj, ni) float32 ...\n",
       "    aice         (time, nj, ni) float32 ...\n",
       "    uvel         (time, nj, ni) float32 ...\n",
       "    vvel         (time, nj, ni) float32 ...\n",
       "    frzmlt       (time, nj, ni) float32 ...\n",
       "    congel       (time, nj, ni) float32 ...\n",
       "    frazil       (time, nj, ni) float32 ...\n",
       "    snoice       (time, nj, ni) float32 ...\n",
       "    dvidtt       (time, nj, ni) float32 ...\n",
       "    dvidtd       (time, nj, ni) float32 ...\n",
       "    aicen        (time, nc, nj, ni) float32 ...\n",
       "    vicen        (time, nc, nj, ni) float32 ...\n",
       "Attributes:\n",
       "    title:        sea ice model output for CICE\n",
       "    contents:     Diagnostic and Prognostic Variables\n",
       "    source:       Los Alamos Sea Ice Model (CICE) Version 5\n",
       "    comment:      This Year Has 365 days\n",
       "    comment2:     File written on model date 20181202\n",
       "    comment3:     seconds elapsed into model date:      0\n",
       "    conventions:  CF-1.0\n",
       "    history:      Tue Sep 22 21:31:47 2020: ncrcat -O -L 5 -7 iceh.2018-12-01...\n",
       "    io_flavor:    io_netcdf\n",
       "    NCO:          netCDF Operators version 4.9.2 (Homepage = http://nco.sf.ne..."
      ]
     },
     "execution_count": 7,
     "metadata": {},
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   ],
   "source": [
    "ds_day"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:      (d2: 2, nc: 5, ni: 3600, nj: 2700, time: 31)\n",
       "Coordinates:\n",
       "  * time         (time) object 2018-12-02 00:00:00 ... 2019-01-01 00:00:00\n",
       "    TLON         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    TLAT         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ULON         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ULAT         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    NCAT         (nc) float32 0.6445072 1.3914335 2.4701793 4.567288 100000000.0\n",
       "Dimensions without coordinates: d2, nc, ni, nj\n",
       "Data variables:\n",
       "    time_bounds  (time, d2) object 2018-12-01 00:00:00 ... 2019-01-01 00:00:00\n",
       "    tmask        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    blkmask      (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    tarea        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    uarea        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dxt          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dyt          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dxu          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dyu          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    HTN          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    HTE          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLE        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLET       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    hi           (time, nj, ni) float32 ...\n",
       "    hs           (time, nj, ni) float32 ...\n",
       "    aice         (time, nj, ni) float32 ...\n",
       "    uvel         (time, nj, ni) float32 ...\n",
       "    vvel         (time, nj, ni) float32 ...\n",
       "    frzmlt       (time, nj, ni) float32 ...\n",
       "    congel       (time, nj, ni) float32 ...\n",
       "    frazil       (time, nj, ni) float32 ...\n",
       "    snoice       (time, nj, ni) float32 ...\n",
       "    dvidtt       (time, nj, ni) float32 ...\n",
       "    dvidtd       (time, nj, ni) float32 ...\n",
       "    aicen        (time, nc, nj, ni) float32 ...\n",
       "    vicen        (time, nc, nj, ni) float32 ...\n",
       "Attributes:\n",
       "    title:        sea ice model output for CICE\n",
       "    contents:     Diagnostic and Prognostic Variables\n",
       "    source:       Los Alamos Sea Ice Model (CICE) Version 5\n",
       "    comment:      This Year Has 365 days\n",
       "    comment2:     File written on model date 20181202\n",
       "    comment3:     seconds elapsed into model date:      0\n",
       "    conventions:  CF-1.0\n",
       "    history:      Tue Sep 22 21:31:47 2020: ncrcat -O -L 5 -7 iceh.2018-12-01...\n",
       "    io_flavor:    io_netcdf\n",
       "    NCO:          netCDF Operators version 4.9.2 (Homepage = http://nco.sf.ne...</pre><div class='xr-wrap' hidden><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-30c74cf1-a65c-48ad-950c-944ba65c1110' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-30c74cf1-a65c-48ad-950c-944ba65c1110' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>d2</span>: 2</li><li><span>nc</span>: 5</li><li><span>ni</span>: 3600</li><li><span>nj</span>: 2700</li><li><span class='xr-has-index'>time</span>: 31</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-91eb6382-ea44-4aa5-ba39-bc3e7aee881c' class='xr-section-summary-in' type='checkbox'  checked><label for='section-91eb6382-ea44-4aa5-ba39-bc3e7aee881c' class='xr-section-summary' >Coordinates: <span>(6)</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'>2018-12-02 00:00:00 ... 2019-01-...</div><input id='attrs-bfecd9c7-2da8-4ae6-85af-d7daf08048e0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bfecd9c7-2da8-4ae6-85af-d7daf08048e0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aa719bae-159b-420d-87c6-0e87587a1b47' class='xr-var-data-in' type='checkbox'><label for='data-aa719bae-159b-420d-87c6-0e87587a1b47' 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>model time</dd><dt><span>bounds :</span></dt><dd>time_bounds</dd></dl></div><div class='xr-var-data'><pre>array([cftime.DatetimeGregorian(2018, 12, 2, 0, 0, 0, 0, 6, 336),\n",
       "       cftime.DatetimeGregorian(2018, 12, 3, 0, 0, 0, 0, 0, 337),\n",
       "       cftime.DatetimeGregorian(2018, 12, 4, 0, 0, 0, 0, 1, 338),\n",
       "       cftime.DatetimeGregorian(2018, 12, 5, 0, 0, 0, 0, 2, 339),\n",
       "       cftime.DatetimeGregorian(2018, 12, 6, 0, 0, 0, 0, 3, 340),\n",
       "       cftime.DatetimeGregorian(2018, 12, 7, 0, 0, 0, 0, 4, 341),\n",
       "       cftime.DatetimeGregorian(2018, 12, 8, 0, 0, 0, 0, 5, 342),\n",
       "       cftime.DatetimeGregorian(2018, 12, 9, 0, 0, 0, 0, 6, 343),\n",
       "       cftime.DatetimeGregorian(2018, 12, 10, 0, 0, 0, 0, 0, 344),\n",
       "       cftime.DatetimeGregorian(2018, 12, 11, 0, 0, 0, 0, 1, 345),\n",
       "       cftime.DatetimeGregorian(2018, 12, 12, 0, 0, 0, 0, 2, 346),\n",
       "       cftime.DatetimeGregorian(2018, 12, 13, 0, 0, 0, 0, 3, 347),\n",
       "       cftime.DatetimeGregorian(2018, 12, 14, 0, 0, 0, 0, 4, 348),\n",
       "       cftime.DatetimeGregorian(2018, 12, 15, 0, 0, 0, 0, 5, 349),\n",
       "       cftime.DatetimeGregorian(2018, 12, 16, 0, 0, 0, 0, 6, 350),\n",
       "       cftime.DatetimeGregorian(2018, 12, 17, 0, 0, 0, 0, 0, 351),\n",
       "       cftime.DatetimeGregorian(2018, 12, 18, 0, 0, 0, 0, 1, 352),\n",
       "       cftime.DatetimeGregorian(2018, 12, 19, 0, 0, 0, 0, 2, 353),\n",
       "       cftime.DatetimeGregorian(2018, 12, 20, 0, 0, 0, 0, 3, 354),\n",
       "       cftime.DatetimeGregorian(2018, 12, 21, 0, 0, 0, 0, 4, 355),\n",
       "       cftime.DatetimeGregorian(2018, 12, 22, 0, 0, 0, 0, 5, 356),\n",
       "       cftime.DatetimeGregorian(2018, 12, 23, 0, 0, 0, 0, 6, 357),\n",
       "       cftime.DatetimeGregorian(2018, 12, 24, 0, 0, 0, 0, 0, 358),\n",
       "       cftime.DatetimeGregorian(2018, 12, 25, 0, 0, 0, 0, 1, 359),\n",
       "       cftime.DatetimeGregorian(2018, 12, 26, 0, 0, 0, 0, 2, 360),\n",
       "       cftime.DatetimeGregorian(2018, 12, 27, 0, 0, 0, 0, 3, 361),\n",
       "       cftime.DatetimeGregorian(2018, 12, 28, 0, 0, 0, 0, 4, 362),\n",
       "       cftime.DatetimeGregorian(2018, 12, 29, 0, 0, 0, 0, 5, 363),\n",
       "       cftime.DatetimeGregorian(2018, 12, 30, 0, 0, 0, 0, 6, 364),\n",
       "       cftime.DatetimeGregorian(2018, 12, 31, 0, 0, 0, 0, 0, 365),\n",
       "       cftime.DatetimeGregorian(2019, 1, 1, 0, 0, 0, 0, 1, 1)], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TLON</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-77ad97eb-119f-4dd7-82f5-38cb17242416' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-77ad97eb-119f-4dd7-82f5-38cb17242416' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-82f74b25-86ca-4391-ae84-f9fe483920a7' class='xr-var-data-in' type='checkbox'><label for='data-82f74b25-86ca-4391-ae84-f9fe483920a7' 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>T grid center longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TLAT</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-9f413c42-1232-47f5-8e93-2a0ef477279a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9f413c42-1232-47f5-8e93-2a0ef477279a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7ccd5d90-da30-4368-8148-b9bc5735b530' class='xr-var-data-in' type='checkbox'><label for='data-7ccd5d90-da30-4368-8148-b9bc5735b530' 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>T grid center latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ULON</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-bbc76bd0-5b29-4b31-ae90-ff6455ec47f8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bbc76bd0-5b29-4b31-ae90-ff6455ec47f8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-51e15363-9463-4a4c-beec-4baa2d6a7623' class='xr-var-data-in' type='checkbox'><label for='data-51e15363-9463-4a4c-beec-4baa2d6a7623' 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>U grid center longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ULAT</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-039c8761-c29f-4ac0-865b-0506838f093e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-039c8761-c29f-4ac0-865b-0506838f093e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f536bebb-f5b3-45b6-8b20-0593097e9270' class='xr-var-data-in' type='checkbox'><label for='data-f536bebb-f5b3-45b6-8b20-0593097e9270' 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>U grid center latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>comment :</span></dt><dd>Latitude of NE corner of T grid cell</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>NCAT</span></div><div class='xr-var-dims'>(nc)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.6445072 1.3914335 ... 100000000.0</div><input id='attrs-c998a4e8-5c10-4c4c-8857-8082398a9793' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c998a4e8-5c10-4c4c-8857-8082398a9793' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fdcd6db8-1137-453d-8e04-dbaecd698ca0' class='xr-var-data-in' type='checkbox'><label for='data-fdcd6db8-1137-453d-8e04-dbaecd698ca0' 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>category maximum thickness</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>array([6.445072e-01, 1.391433e+00, 2.470179e+00, 4.567288e+00, 1.000000e+08],\n",
       "      dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3c9be027-6e8f-489e-a428-d451abb55233' class='xr-section-summary-in' type='checkbox'  ><label for='section-3c9be027-6e8f-489e-a428-d451abb55233' class='xr-section-summary' >Data variables: <span>(26)</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>time_bounds</span></div><div class='xr-var-dims'>(time, d2)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-08a2b059-acd9-4579-a5ff-df4181a52dc2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-08a2b059-acd9-4579-a5ff-df4181a52dc2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-953e53ba-a326-4ba9-b4ae-a3ffb8e67111' class='xr-var-data-in' type='checkbox'><label for='data-953e53ba-a326-4ba9-b4ae-a3ffb8e67111' 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>boundaries for time-averaging interval</dd></dl></div><div class='xr-var-data'><pre>array([[cftime.DatetimeGregorian(2018, 12, 1, 0, 0, 0, 0, 5, 335),\n",
       "        cftime.DatetimeGregorian(2018, 12, 2, 0, 0, 0, 0, 6, 336)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 2, 0, 0, 0, 0, 6, 336),\n",
       "        cftime.DatetimeGregorian(2018, 12, 3, 0, 0, 0, 0, 0, 337)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 3, 0, 0, 0, 0, 0, 337),\n",
       "        cftime.DatetimeGregorian(2018, 12, 4, 0, 0, 0, 0, 1, 338)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 4, 0, 0, 0, 0, 1, 338),\n",
       "        cftime.DatetimeGregorian(2018, 12, 5, 0, 0, 0, 0, 2, 339)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 5, 0, 0, 0, 0, 2, 339),\n",
       "        cftime.DatetimeGregorian(2018, 12, 6, 0, 0, 0, 0, 3, 340)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 6, 0, 0, 0, 0, 3, 340),\n",
       "        cftime.DatetimeGregorian(2018, 12, 7, 0, 0, 0, 0, 4, 341)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 7, 0, 0, 0, 0, 4, 341),\n",
       "        cftime.DatetimeGregorian(2018, 12, 8, 0, 0, 0, 0, 5, 342)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 8, 0, 0, 0, 0, 5, 342),\n",
       "        cftime.DatetimeGregorian(2018, 12, 9, 0, 0, 0, 0, 6, 343)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 9, 0, 0, 0, 0, 6, 343),\n",
       "        cftime.DatetimeGregorian(2018, 12, 10, 0, 0, 0, 0, 0, 344)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 10, 0, 0, 0, 0, 0, 344),\n",
       "        cftime.DatetimeGregorian(2018, 12, 11, 0, 0, 0, 0, 1, 345)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 11, 0, 0, 0, 0, 1, 345),\n",
       "        cftime.DatetimeGregorian(2018, 12, 12, 0, 0, 0, 0, 2, 346)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 12, 0, 0, 0, 0, 2, 346),\n",
       "        cftime.DatetimeGregorian(2018, 12, 13, 0, 0, 0, 0, 3, 347)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 13, 0, 0, 0, 0, 3, 347),\n",
       "        cftime.DatetimeGregorian(2018, 12, 14, 0, 0, 0, 0, 4, 348)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 14, 0, 0, 0, 0, 4, 348),\n",
       "        cftime.DatetimeGregorian(2018, 12, 15, 0, 0, 0, 0, 5, 349)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 15, 0, 0, 0, 0, 5, 349),\n",
       "        cftime.DatetimeGregorian(2018, 12, 16, 0, 0, 0, 0, 6, 350)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 16, 0, 0, 0, 0, 6, 350),\n",
       "        cftime.DatetimeGregorian(2018, 12, 17, 0, 0, 0, 0, 0, 351)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 17, 0, 0, 0, 0, 0, 351),\n",
       "        cftime.DatetimeGregorian(2018, 12, 18, 0, 0, 0, 0, 1, 352)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 18, 0, 0, 0, 0, 1, 352),\n",
       "        cftime.DatetimeGregorian(2018, 12, 19, 0, 0, 0, 0, 2, 353)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 19, 0, 0, 0, 0, 2, 353),\n",
       "        cftime.DatetimeGregorian(2018, 12, 20, 0, 0, 0, 0, 3, 354)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 20, 0, 0, 0, 0, 3, 354),\n",
       "        cftime.DatetimeGregorian(2018, 12, 21, 0, 0, 0, 0, 4, 355)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 21, 0, 0, 0, 0, 4, 355),\n",
       "        cftime.DatetimeGregorian(2018, 12, 22, 0, 0, 0, 0, 5, 356)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 22, 0, 0, 0, 0, 5, 356),\n",
       "        cftime.DatetimeGregorian(2018, 12, 23, 0, 0, 0, 0, 6, 357)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 23, 0, 0, 0, 0, 6, 357),\n",
       "        cftime.DatetimeGregorian(2018, 12, 24, 0, 0, 0, 0, 0, 358)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 24, 0, 0, 0, 0, 0, 358),\n",
       "        cftime.DatetimeGregorian(2018, 12, 25, 0, 0, 0, 0, 1, 359)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 25, 0, 0, 0, 0, 1, 359),\n",
       "        cftime.DatetimeGregorian(2018, 12, 26, 0, 0, 0, 0, 2, 360)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 26, 0, 0, 0, 0, 2, 360),\n",
       "        cftime.DatetimeGregorian(2018, 12, 27, 0, 0, 0, 0, 3, 361)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 27, 0, 0, 0, 0, 3, 361),\n",
       "        cftime.DatetimeGregorian(2018, 12, 28, 0, 0, 0, 0, 4, 362)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 28, 0, 0, 0, 0, 4, 362),\n",
       "        cftime.DatetimeGregorian(2018, 12, 29, 0, 0, 0, 0, 5, 363)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 29, 0, 0, 0, 0, 5, 363),\n",
       "        cftime.DatetimeGregorian(2018, 12, 30, 0, 0, 0, 0, 6, 364)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 30, 0, 0, 0, 0, 6, 364),\n",
       "        cftime.DatetimeGregorian(2018, 12, 31, 0, 0, 0, 0, 0, 365)],\n",
       "       [cftime.DatetimeGregorian(2018, 12, 31, 0, 0, 0, 0, 0, 365),\n",
       "        cftime.DatetimeGregorian(2019, 1, 1, 0, 0, 0, 0, 1, 1)]], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tmask</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-cfd676e3-00ab-473d-9834-678dfd05e227' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cfd676e3-00ab-473d-9834-678dfd05e227' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6a9d6221-be69-432c-bf09-12032c9b7186' class='xr-var-data-in' type='checkbox'><label for='data-6a9d6221-be69-432c-bf09-12032c9b7186' 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>ocean grid mask</dd><dt><span>comment :</span></dt><dd>0 = land, 1 = ocean</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>blkmask</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-e64c55a7-5cf3-41f6-ad88-434b4d41bdcb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e64c55a7-5cf3-41f6-ad88-434b4d41bdcb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c22a86a9-5e95-4dd1-8481-27e15c857371' class='xr-var-data-in' type='checkbox'><label for='data-c22a86a9-5e95-4dd1-8481-27e15c857371' 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>ice grid block mask</dd><dt><span>comment :</span></dt><dd>mytask + iblk/100</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tarea</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-9bb140cd-3de1-47ac-8ca6-cf13e44ff27f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9bb140cd-3de1-47ac-8ca6-cf13e44ff27f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5f296a5d-4f47-40ee-898a-c0f64ca97e15' class='xr-var-data-in' type='checkbox'><label for='data-5f296a5d-4f47-40ee-898a-c0f64ca97e15' 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>area of T grid cells</dd><dt><span>units :</span></dt><dd>m^2</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarea</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-6fdafe5d-50aa-4fd5-ae52-7e34da729a9f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6fdafe5d-50aa-4fd5-ae52-7e34da729a9f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cbe55369-4e1f-4957-b015-1e0169b92463' class='xr-var-data-in' type='checkbox'><label for='data-cbe55369-4e1f-4957-b015-1e0169b92463' 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>area of U grid cells</dd><dt><span>units :</span></dt><dd>m^2</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dxt</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-5354b6ad-b4c5-4608-867c-307ca0124cda' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5354b6ad-b4c5-4608-867c-307ca0124cda' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-93af4a1f-5d36-452b-8e27-9022bb9a008f' class='xr-var-data-in' type='checkbox'><label for='data-93af4a1f-5d36-452b-8e27-9022bb9a008f' 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>T cell width through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dyt</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-b24ad061-f197-4cc9-a557-9f69b28f66f4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b24ad061-f197-4cc9-a557-9f69b28f66f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3cc9bb58-b074-436b-ae09-b3ff8430aeb4' class='xr-var-data-in' type='checkbox'><label for='data-3cc9bb58-b074-436b-ae09-b3ff8430aeb4' 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>T cell height through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dxu</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-a028a1c4-496c-46e4-98b3-be99b9d9ee89' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a028a1c4-496c-46e4-98b3-be99b9d9ee89' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c9c89491-982b-443e-9eff-87d9ecedf295' class='xr-var-data-in' type='checkbox'><label for='data-c9c89491-982b-443e-9eff-87d9ecedf295' 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>U cell width through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dyu</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-6daf5d86-6266-4697-afe6-9cceab39b099' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6daf5d86-6266-4697-afe6-9cceab39b099' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c8f242c0-268d-4924-8374-e9b3a13b557c' class='xr-var-data-in' type='checkbox'><label for='data-c8f242c0-268d-4924-8374-e9b3a13b557c' 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>U cell height through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HTN</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-04e35003-3f70-4f8d-bbbb-300f88e2692f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-04e35003-3f70-4f8d-bbbb-300f88e2692f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c3a697f9-6b0f-4358-b1ff-c20a9963c6de' class='xr-var-data-in' type='checkbox'><label for='data-c3a697f9-6b0f-4358-b1ff-c20a9963c6de' 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>T cell width on North side</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HTE</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-2f6e9dea-7b72-4cb8-9f2f-c385d0d5d4e6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2f6e9dea-7b72-4cb8-9f2f-c385d0d5d4e6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0e7c6edb-0c5c-4b19-ae07-eca419dd5539' class='xr-var-data-in' type='checkbox'><label for='data-0e7c6edb-0c5c-4b19-ae07-eca419dd5539' 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>T cell width on East side</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ANGLE</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-361467b4-355e-4388-bb46-825c87db53c6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-361467b4-355e-4388-bb46-825c87db53c6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6c593f5d-c9be-4a4b-8ffb-71dfba9553a1' class='xr-var-data-in' type='checkbox'><label for='data-6c593f5d-c9be-4a4b-8ffb-71dfba9553a1' 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>angle grid makes with latitude line on U grid</dd><dt><span>units :</span></dt><dd>radians</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ANGLET</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-52242cf7-d1fb-4aa7-9cfb-30f7ae637e48' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-52242cf7-d1fb-4aa7-9cfb-30f7ae637e48' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2d125259-79b8-48f0-aaa6-db81d1113574' class='xr-var-data-in' type='checkbox'><label for='data-2d125259-79b8-48f0-aaa6-db81d1113574' 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>angle grid makes with latitude line on T grid</dd><dt><span>units :</span></dt><dd>radians</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hi</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-625d051a-4bee-4e93-a435-99bdc7596c83' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-625d051a-4bee-4e93-a435-99bdc7596c83' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0b6ba48f-97a0-4066-9649-d16197212429' class='xr-var-data-in' type='checkbox'><label for='data-0b6ba48f-97a0-4066-9649-d16197212429' 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>m</dd><dt><span>long_name :</span></dt><dd>grid cell mean ice thickness</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[301320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hs</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6db34ba8-1269-4b9f-ac94-9218ba6a12b2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6db34ba8-1269-4b9f-ac94-9218ba6a12b2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-caca1bd7-0cf3-495b-a414-d7b2d9a738e9' class='xr-var-data-in' type='checkbox'><label for='data-caca1bd7-0cf3-495b-a414-d7b2d9a738e9' 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>m</dd><dt><span>long_name :</span></dt><dd>grid cell mean snow thickness</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[301320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aice</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bc63dcd4-5016-45dc-ab05-5a68c185aada' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bc63dcd4-5016-45dc-ab05-5a68c185aada' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d637f5d6-9986-4e1e-aed6-1b54b3cd6d9a' class='xr-var-data-in' type='checkbox'><label for='data-d637f5d6-9986-4e1e-aed6-1b54b3cd6d9a' 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>1</dd><dt><span>long_name :</span></dt><dd>ice area  (aggregate)</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[301320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uvel</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-80eb6403-0720-4f66-97ce-64d72ba84b6b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-80eb6403-0720-4f66-97ce-64d72ba84b6b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-682190e2-cbd1-4cfe-ad20-cb97612fd482' class='xr-var-data-in' type='checkbox'><label for='data-682190e2-cbd1-4cfe-ad20-cb97612fd482' 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>m/s</dd><dt><span>long_name :</span></dt><dd>ice velocity (x)</dd><dt><span>cell_measures :</span></dt><dd>area: uarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[301320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vvel</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4e2e7e24-976f-45f3-a1de-80909059e58c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4e2e7e24-976f-45f3-a1de-80909059e58c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a3ed605-4eb3-4b55-99e8-565ffce54b84' class='xr-var-data-in' type='checkbox'><label for='data-8a3ed605-4eb3-4b55-99e8-565ffce54b84' 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>m/s</dd><dt><span>long_name :</span></dt><dd>ice velocity (y)</dd><dt><span>cell_measures :</span></dt><dd>area: uarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[301320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>frzmlt</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a46c626e-0db3-49ee-a837-0a0e0c56b91a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a46c626e-0db3-49ee-a837-0a0e0c56b91a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8fbdbaea-7731-47ec-be44-ef57fdb9a604' class='xr-var-data-in' type='checkbox'><label for='data-8fbdbaea-7731-47ec-be44-ef57fdb9a604' 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>W/m^2</dd><dt><span>long_name :</span></dt><dd>freeze/melt potential</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[301320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>congel</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1e3b07e2-fb41-4794-8303-7d657dccd032' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1e3b07e2-fb41-4794-8303-7d657dccd032' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9507b953-fef7-456e-8fa5-3e0309dd77c0' class='xr-var-data-in' type='checkbox'><label for='data-9507b953-fef7-456e-8fa5-3e0309dd77c0' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>congelation ice growth</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[301320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>frazil</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-26b91961-e5bf-4c05-ba3b-0367eba2cbb8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-26b91961-e5bf-4c05-ba3b-0367eba2cbb8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5c715247-f71f-4059-a60b-7485b53baaee' class='xr-var-data-in' type='checkbox'><label for='data-5c715247-f71f-4059-a60b-7485b53baaee' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>frazil ice growth</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[301320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>snoice</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-adaaaf61-7490-4a3f-8c04-062e20dea04b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-adaaaf61-7490-4a3f-8c04-062e20dea04b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3e9d914-2ba7-456c-ad04-5d9c02f3151c' class='xr-var-data-in' type='checkbox'><label for='data-b3e9d914-2ba7-456c-ad04-5d9c02f3151c' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>snow-ice formation</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[301320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dvidtt</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ea136526-3dd6-44fe-989f-eead72ebeee2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ea136526-3dd6-44fe-989f-eead72ebeee2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d927647a-5057-4d6a-b0a9-dd8e12ec8e72' class='xr-var-data-in' type='checkbox'><label for='data-d927647a-5057-4d6a-b0a9-dd8e12ec8e72' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>volume tendency thermo</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[301320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dvidtd</span></div><div class='xr-var-dims'>(time, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5fe243cd-dc1c-4afa-886d-1363a53b9f6f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5fe243cd-dc1c-4afa-886d-1363a53b9f6f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d489a730-0bf2-43f0-b813-631800c385a5' class='xr-var-data-in' type='checkbox'><label for='data-d489a730-0bf2-43f0-b813-631800c385a5' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>volume tendency dynamics</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[301320000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aicen</span></div><div class='xr-var-dims'>(time, nc, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b9426d85-2a91-4a6c-9027-1c8c02b33f31' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b9426d85-2a91-4a6c-9027-1c8c02b33f31' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f09131b6-89a8-4b1a-a1ff-53b5c6e67b72' class='xr-var-data-in' type='checkbox'><label for='data-f09131b6-89a8-4b1a-a1ff-53b5c6e67b72' 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>1</dd><dt><span>long_name :</span></dt><dd>ice area, categories</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[1506600000 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vicen</span></div><div class='xr-var-dims'>(time, nc, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6d1993ab-722d-4dec-9786-4513afb6d485' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6d1993ab-722d-4dec-9786-4513afb6d485' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-39791165-e0a6-41ed-9ec8-255b08ecd8f5' class='xr-var-data-in' type='checkbox'><label for='data-39791165-e0a6-41ed-9ec8-255b08ecd8f5' 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>m</dd><dt><span>long_name :</span></dt><dd>ice volume, categories</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>[1506600000 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-809f79e1-0906-4146-86cf-d19eb5df6964' class='xr-section-summary-in' type='checkbox'  ><label for='section-809f79e1-0906-4146-86cf-d19eb5df6964' class='xr-section-summary' >Attributes: <span>(10)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>sea ice model output for CICE</dd><dt><span>contents :</span></dt><dd>Diagnostic and Prognostic Variables</dd><dt><span>source :</span></dt><dd>Los Alamos Sea Ice Model (CICE) Version 5</dd><dt><span>comment :</span></dt><dd>This Year Has 365 days</dd><dt><span>comment2 :</span></dt><dd>File written on model date 20181202</dd><dt><span>comment3 :</span></dt><dd>seconds elapsed into model date:      0</dd><dt><span>conventions :</span></dt><dd>CF-1.0</dd><dt><span>history :</span></dt><dd>Tue Sep 22 21:31:47 2020: ncrcat -O -L 5 -7 iceh.2018-12-01.nc iceh.2018-12-02.nc iceh.2018-12-03.nc iceh.2018-12-04.nc iceh.2018-12-05.nc iceh.2018-12-06.nc iceh.2018-12-07.nc iceh.2018-12-08.nc iceh.2018-12-09.nc iceh.2018-12-10.nc iceh.2018-12-11.nc iceh.2018-12-12.nc iceh.2018-12-13.nc iceh.2018-12-14.nc iceh.2018-12-15.nc iceh.2018-12-16.nc iceh.2018-12-17.nc iceh.2018-12-18.nc iceh.2018-12-19.nc iceh.2018-12-20.nc iceh.2018-12-21.nc iceh.2018-12-22.nc iceh.2018-12-23.nc iceh.2018-12-24.nc iceh.2018-12-25.nc iceh.2018-12-26.nc iceh.2018-12-27.nc iceh.2018-12-28.nc iceh.2018-12-29.nc iceh.2018-12-30.nc iceh.2018-12-31.nc iceh.2018-12-daily.nc\n",
       "This dataset was created on 2020-07-26 at 07:45:26.3</dd><dt><span>io_flavor :</span></dt><dd>io_netcdf</dd><dt><span>NCO :</span></dt><dd>netCDF Operators version 4.9.2 (Homepage = http://nco.sf.net, Code = http://github.com/nco/nco)</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:      (d2: 2, nc: 5, ni: 3600, nj: 2700, time: 31)\n",
       "Coordinates:\n",
       "  * time         (time) object 2018-12-02 00:00:00 ... 2019-01-01 00:00:00\n",
       "    TLON         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    TLAT         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ULON         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ULAT         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    NCAT         (nc) float32 0.6445072 1.3914335 2.4701793 4.567288 100000000.0\n",
       "Dimensions without coordinates: d2, nc, ni, nj\n",
       "Data variables:\n",
       "    time_bounds  (time, d2) object ...\n",
       "    tmask        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    blkmask      (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    tarea        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    uarea        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dxt          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dyt          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dxu          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dyu          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    HTN          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    HTE          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLE        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLET       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    hi           (time, nj, ni) float32 ...\n",
       "    hs           (time, nj, ni) float32 ...\n",
       "    aice         (time, nj, ni) float32 ...\n",
       "    uvel         (time, nj, ni) float32 ...\n",
       "    vvel         (time, nj, ni) float32 ...\n",
       "    frzmlt       (time, nj, ni) float32 ...\n",
       "    congel       (time, nj, ni) float32 ...\n",
       "    frazil       (time, nj, ni) float32 ...\n",
       "    snoice       (time, nj, ni) float32 ...\n",
       "    dvidtt       (time, nj, ni) float32 ...\n",
       "    dvidtd       (time, nj, ni) float32 ...\n",
       "    aicen        (time, nc, nj, ni) float32 ...\n",
       "    vicen        (time, nc, nj, ni) float32 ...\n",
       "Attributes:\n",
       "    title:        sea ice model output for CICE\n",
       "    contents:     Diagnostic and Prognostic Variables\n",
       "    source:       Los Alamos Sea Ice Model (CICE) Version 5\n",
       "    comment:      This Year Has 365 days\n",
       "    comment2:     File written on model date 20181202\n",
       "    comment3:     seconds elapsed into model date:      0\n",
       "    conventions:  CF-1.0\n",
       "    history:      Tue Sep 22 21:31:47 2020: ncrcat -O -L 5 -7 iceh.2018-12-01...\n",
       "    io_flavor:    io_netcdf\n",
       "    NCO:          netCDF Operators version 4.9.2 (Homepage = http://nco.sf.ne..."
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_concat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       ".xr-icon-database,\n",
       ".xr-icon-file-text2 {\n",
       "  display: inline-block;\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:      (d2: 2, nc: 5, ni: 3600, nj: 2700)\n",
       "Coordinates:\n",
       "    time         object 2019-01-01 00:00:00\n",
       "    TLON         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    TLAT         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ULON         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ULAT         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    NCAT         (nc) float32 0.6445072 1.3914335 2.4701793 4.567288 100000000.0\n",
       "Dimensions without coordinates: d2, nc, ni, nj\n",
       "Data variables:\n",
       "    time_bounds  (d2) object 2018-12-31 00:00:00 2019-01-01 00:00:00\n",
       "    tmask        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    blkmask      (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    tarea        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    uarea        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dxt          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dyt          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dxu          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dyu          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    HTN          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    HTE          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLE        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLET       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    hi           (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    hs           (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    aice         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    uvel         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    vvel         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    frzmlt       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    congel       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    frazil       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    snoice       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dvidtt       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dvidtd       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    aicen        (nc, nj, ni) float32 nan nan nan nan nan ... nan nan nan nan\n",
       "    vicen        (nc, nj, ni) float32 nan nan nan nan nan ... nan nan nan nan\n",
       "Attributes:\n",
       "    title:        sea ice model output for CICE\n",
       "    contents:     Diagnostic and Prognostic Variables\n",
       "    source:       Los Alamos Sea Ice Model (CICE) Version 5\n",
       "    comment:      This Year Has 365 days\n",
       "    comment2:     File written on model date 20181202\n",
       "    comment3:     seconds elapsed into model date:      0\n",
       "    conventions:  CF-1.0\n",
       "    history:      Tue Sep 22 21:31:47 2020: ncrcat -O -L 5 -7 iceh.2018-12-01...\n",
       "    io_flavor:    io_netcdf\n",
       "    NCO:          netCDF Operators version 4.9.2 (Homepage = http://nco.sf.ne...</pre><div class='xr-wrap' hidden><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-60213b07-7d0e-403e-b9c8-f781338ee44e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-60213b07-7d0e-403e-b9c8-f781338ee44e' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>d2</span>: 2</li><li><span>nc</span>: 5</li><li><span>ni</span>: 3600</li><li><span>nj</span>: 2700</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-aa0c82ac-23c8-455e-ade1-32314640ea0a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-aa0c82ac-23c8-455e-ade1-32314640ea0a' class='xr-section-summary' >Coordinates: <span>(6)</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>time</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>2019-01-01 00:00:00</div><input id='attrs-8090a370-12b8-4ea5-9209-d7281a113bad' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8090a370-12b8-4ea5-9209-d7281a113bad' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e4287f60-3873-4bef-b6a8-df29c772087a' class='xr-var-data-in' type='checkbox'><label for='data-e4287f60-3873-4bef-b6a8-df29c772087a' 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>model time</dd><dt><span>bounds :</span></dt><dd>time_bounds</dd></dl></div><div class='xr-var-data'><pre>array(cftime.DatetimeGregorian(2019, 1, 1, 0, 0, 0, 0, 1, 1), dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TLON</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-2bee4bc6-00e6-4685-bfc0-bead0d9e30e4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2bee4bc6-00e6-4685-bfc0-bead0d9e30e4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2aa70ef7-2f6c-496c-a73b-376a121f8a6c' class='xr-var-data-in' type='checkbox'><label for='data-2aa70ef7-2f6c-496c-a73b-376a121f8a6c' 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>T grid center longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TLAT</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-9e874534-5b05-46e9-aa59-818c6ba8b179' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9e874534-5b05-46e9-aa59-818c6ba8b179' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eb375d3e-78a2-41bd-b4be-f49c45ddf78d' class='xr-var-data-in' type='checkbox'><label for='data-eb375d3e-78a2-41bd-b4be-f49c45ddf78d' 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>T grid center latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ULON</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-b251a149-4f9c-46e0-9363-330ed46d2dd2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b251a149-4f9c-46e0-9363-330ed46d2dd2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c0307d69-8ca1-4388-9d58-995d0c2c7b9a' class='xr-var-data-in' type='checkbox'><label for='data-c0307d69-8ca1-4388-9d58-995d0c2c7b9a' 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>U grid center longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ULAT</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-d33d5b0f-867e-4498-90b3-18c9388c8a18' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d33d5b0f-867e-4498-90b3-18c9388c8a18' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1e43a172-4d1a-4f2f-8b4c-de8f67f7711d' class='xr-var-data-in' type='checkbox'><label for='data-1e43a172-4d1a-4f2f-8b4c-de8f67f7711d' 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>U grid center latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>comment :</span></dt><dd>Latitude of NE corner of T grid cell</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>NCAT</span></div><div class='xr-var-dims'>(nc)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.6445072 1.3914335 ... 100000000.0</div><input id='attrs-da1977cf-87c0-49e5-8689-422b8978adb9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-da1977cf-87c0-49e5-8689-422b8978adb9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-342c2db2-0221-4301-ae2c-5bd7cc0edfbf' class='xr-var-data-in' type='checkbox'><label for='data-342c2db2-0221-4301-ae2c-5bd7cc0edfbf' 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>category maximum thickness</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>array([6.445072e-01, 1.391433e+00, 2.470179e+00, 4.567288e+00, 1.000000e+08],\n",
       "      dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6e1c93d0-a3bc-42da-ade4-ec568e57865f' class='xr-section-summary-in' type='checkbox'  ><label for='section-6e1c93d0-a3bc-42da-ade4-ec568e57865f' class='xr-section-summary' >Data variables: <span>(26)</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>time_bounds</span></div><div class='xr-var-dims'>(d2)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>2018-12-31 00:00:00 2019-01-01 0...</div><input id='attrs-fd2228ca-a464-4a62-abb2-b4af54b05960' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fd2228ca-a464-4a62-abb2-b4af54b05960' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-25b7f1a8-c7db-4497-8507-5ba026e43a6d' class='xr-var-data-in' type='checkbox'><label for='data-25b7f1a8-c7db-4497-8507-5ba026e43a6d' 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>boundaries for time-averaging interval</dd></dl></div><div class='xr-var-data'><pre>array([cftime.DatetimeGregorian(2018, 12, 31, 0, 0, 0, 0, 0, 365),\n",
       "       cftime.DatetimeGregorian(2019, 1, 1, 0, 0, 0, 0, 1, 1)], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tmask</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-55202991-e11a-4f2e-afb2-08918ab95d89' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-55202991-e11a-4f2e-afb2-08918ab95d89' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-92eff7ef-2719-403d-90c3-56300c57be53' class='xr-var-data-in' type='checkbox'><label for='data-92eff7ef-2719-403d-90c3-56300c57be53' 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>ocean grid mask</dd><dt><span>comment :</span></dt><dd>0 = land, 1 = ocean</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>blkmask</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-e5841876-a597-4eb0-a4e7-610fb374ff50' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e5841876-a597-4eb0-a4e7-610fb374ff50' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-887146f5-9f62-4a70-8921-459cf57fb051' class='xr-var-data-in' type='checkbox'><label for='data-887146f5-9f62-4a70-8921-459cf57fb051' 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>ice grid block mask</dd><dt><span>comment :</span></dt><dd>mytask + iblk/100</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tarea</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-b389df25-848f-40b0-af7c-c7720decc509' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b389df25-848f-40b0-af7c-c7720decc509' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-57a801c1-124e-4a6e-ac76-5ded5ab32653' class='xr-var-data-in' type='checkbox'><label for='data-57a801c1-124e-4a6e-ac76-5ded5ab32653' 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>area of T grid cells</dd><dt><span>units :</span></dt><dd>m^2</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarea</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-e7d21dab-5eb0-49c0-a161-e432a3ec6718' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e7d21dab-5eb0-49c0-a161-e432a3ec6718' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-db7ec1ab-0d8b-4d11-bec9-b4674ec54920' class='xr-var-data-in' type='checkbox'><label for='data-db7ec1ab-0d8b-4d11-bec9-b4674ec54920' 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>area of U grid cells</dd><dt><span>units :</span></dt><dd>m^2</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dxt</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-90d6df77-835e-4f84-af63-472a8b736345' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-90d6df77-835e-4f84-af63-472a8b736345' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-702ddd2f-6d82-4f71-9dc9-146ab4aba850' class='xr-var-data-in' type='checkbox'><label for='data-702ddd2f-6d82-4f71-9dc9-146ab4aba850' 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>T cell width through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dyt</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-0cc2e536-fcfd-47ff-99c5-3fb23fc9a3ad' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0cc2e536-fcfd-47ff-99c5-3fb23fc9a3ad' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1aef1962-dcde-4930-a108-9ec42d092cdc' class='xr-var-data-in' type='checkbox'><label for='data-1aef1962-dcde-4930-a108-9ec42d092cdc' 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>T cell height through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dxu</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-4804f29b-78e2-4fb9-9622-159c30876556' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4804f29b-78e2-4fb9-9622-159c30876556' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ca30eaba-651c-4012-8e86-b5e971822ba1' class='xr-var-data-in' type='checkbox'><label for='data-ca30eaba-651c-4012-8e86-b5e971822ba1' 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>U cell width through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dyu</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-c24e2364-c2fe-4442-b773-d43ed3809e7c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c24e2364-c2fe-4442-b773-d43ed3809e7c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cec93e27-3ef5-4dec-b8fe-cf811f9b556d' class='xr-var-data-in' type='checkbox'><label for='data-cec93e27-3ef5-4dec-b8fe-cf811f9b556d' 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>U cell height through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HTN</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-f44b276d-f17e-45f0-871d-88303b230dcc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f44b276d-f17e-45f0-871d-88303b230dcc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d5277df2-0b48-4164-b7a9-bb6ecb9e4bf5' class='xr-var-data-in' type='checkbox'><label for='data-d5277df2-0b48-4164-b7a9-bb6ecb9e4bf5' 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>T cell width on North side</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HTE</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-4a260e7b-2ceb-4561-a4f6-7cd10c3f9c3c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4a260e7b-2ceb-4561-a4f6-7cd10c3f9c3c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4a353e4d-ca13-419b-ba0c-b8631799cba3' class='xr-var-data-in' type='checkbox'><label for='data-4a353e4d-ca13-419b-ba0c-b8631799cba3' 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>T cell width on East side</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ANGLE</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-97e87161-6ec8-4bb1-8495-f9c1da584d1f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-97e87161-6ec8-4bb1-8495-f9c1da584d1f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eb0b09a9-9bd4-42d9-a04a-3b28aa6e604d' class='xr-var-data-in' type='checkbox'><label for='data-eb0b09a9-9bd4-42d9-a04a-3b28aa6e604d' 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>angle grid makes with latitude line on U grid</dd><dt><span>units :</span></dt><dd>radians</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ANGLET</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-05023b9f-1e80-494f-9564-9898e1bec273' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-05023b9f-1e80-494f-9564-9898e1bec273' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a56a873d-3da8-483b-863d-1d69a6851d75' class='xr-var-data-in' type='checkbox'><label for='data-a56a873d-3da8-483b-863d-1d69a6851d75' 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>angle grid makes with latitude line on T grid</dd><dt><span>units :</span></dt><dd>radians</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hi</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-44c2d339-bf40-4a62-90c8-e6b95b93d035' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-44c2d339-bf40-4a62-90c8-e6b95b93d035' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-abcd7a34-18bb-495d-9f7d-03bb58ad1608' class='xr-var-data-in' type='checkbox'><label for='data-abcd7a34-18bb-495d-9f7d-03bb58ad1608' 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>m</dd><dt><span>long_name :</span></dt><dd>grid cell mean ice thickness</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hs</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-52bf837c-88fd-4bed-a952-376a2bb1ae73' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-52bf837c-88fd-4bed-a952-376a2bb1ae73' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3764f2fd-5579-4e4b-8879-3949ce06fb27' class='xr-var-data-in' type='checkbox'><label for='data-3764f2fd-5579-4e4b-8879-3949ce06fb27' 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>m</dd><dt><span>long_name :</span></dt><dd>grid cell mean snow thickness</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aice</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-4b6a03eb-ffd3-40e7-96e6-af8d77a61e90' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4b6a03eb-ffd3-40e7-96e6-af8d77a61e90' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68074f32-b092-40b5-be43-159eb1a38566' class='xr-var-data-in' type='checkbox'><label for='data-68074f32-b092-40b5-be43-159eb1a38566' 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>1</dd><dt><span>long_name :</span></dt><dd>ice area  (aggregate)</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uvel</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-6e1b66ad-c0cd-432e-905b-4c99ba7d624c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6e1b66ad-c0cd-432e-905b-4c99ba7d624c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-686d415c-2387-420b-9f9a-873aea28d656' class='xr-var-data-in' type='checkbox'><label for='data-686d415c-2387-420b-9f9a-873aea28d656' 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>m/s</dd><dt><span>long_name :</span></dt><dd>ice velocity (x)</dd><dt><span>cell_measures :</span></dt><dd>area: uarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vvel</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-cbc1a398-4068-4dfd-944b-38464f33b47e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cbc1a398-4068-4dfd-944b-38464f33b47e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dde2cd3f-6464-494f-9dbf-3dc706b4e765' class='xr-var-data-in' type='checkbox'><label for='data-dde2cd3f-6464-494f-9dbf-3dc706b4e765' 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>m/s</dd><dt><span>long_name :</span></dt><dd>ice velocity (y)</dd><dt><span>cell_measures :</span></dt><dd>area: uarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>frzmlt</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-23ecd174-8947-41d2-a9ba-2d7e84902a2c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-23ecd174-8947-41d2-a9ba-2d7e84902a2c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8689dc4a-726e-4094-a8e8-7c9506317ad2' class='xr-var-data-in' type='checkbox'><label for='data-8689dc4a-726e-4094-a8e8-7c9506317ad2' 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>W/m^2</dd><dt><span>long_name :</span></dt><dd>freeze/melt potential</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>congel</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-ed4cd481-4202-4010-994a-fbfd70716175' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ed4cd481-4202-4010-994a-fbfd70716175' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9ebca074-6985-4282-8329-270fc825454c' class='xr-var-data-in' type='checkbox'><label for='data-9ebca074-6985-4282-8329-270fc825454c' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>congelation ice growth</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>frazil</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-631f78f7-6c0c-4f5b-9ed9-c9dcdf5d6103' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-631f78f7-6c0c-4f5b-9ed9-c9dcdf5d6103' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9f58f90d-9705-4bf5-a07f-7e3384c9941c' class='xr-var-data-in' type='checkbox'><label for='data-9f58f90d-9705-4bf5-a07f-7e3384c9941c' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>frazil ice growth</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>snoice</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-92ae1a4f-0086-40ec-b7cc-4ba5b1dc3460' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-92ae1a4f-0086-40ec-b7cc-4ba5b1dc3460' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-837f6870-c18f-4ba1-b0f6-31fb63be2e74' class='xr-var-data-in' type='checkbox'><label for='data-837f6870-c18f-4ba1-b0f6-31fb63be2e74' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>snow-ice formation</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dvidtt</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-fd8c2f1a-d80f-4132-ac7d-af87aa7702eb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fd8c2f1a-d80f-4132-ac7d-af87aa7702eb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-04054625-b6d8-4a30-a752-35a6137471fd' class='xr-var-data-in' type='checkbox'><label for='data-04054625-b6d8-4a30-a752-35a6137471fd' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>volume tendency thermo</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dvidtd</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-22bc0024-4b81-4d84-bd9a-f850cf6a8e67' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-22bc0024-4b81-4d84-bd9a-f850cf6a8e67' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3058034a-ca20-4185-b4e4-e501ae64a73f' class='xr-var-data-in' type='checkbox'><label for='data-3058034a-ca20-4185-b4e4-e501ae64a73f' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>volume tendency dynamics</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aicen</span></div><div class='xr-var-dims'>(nc, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-305e49ca-7ed8-4743-887e-20d7f0b9e94d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-305e49ca-7ed8-4743-887e-20d7f0b9e94d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8ed0fcec-858f-4fc5-83bc-d13335eb845c' class='xr-var-data-in' type='checkbox'><label for='data-8ed0fcec-858f-4fc5-83bc-d13335eb845c' 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>1</dd><dt><span>long_name :</span></dt><dd>ice area, categories</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       ...,\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vicen</span></div><div class='xr-var-dims'>(nc, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-e5daa4ea-8e82-433d-a5bd-6970d5332dcc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e5daa4ea-8e82-433d-a5bd-6970d5332dcc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-85414cc3-f9b6-4359-8ec5-c81cdc0e8343' class='xr-var-data-in' type='checkbox'><label for='data-85414cc3-f9b6-4359-8ec5-c81cdc0e8343' 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>m</dd><dt><span>long_name :</span></dt><dd>ice volume, categories</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       ...,\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8ec80ce9-59b7-45ef-bb8a-a23d3f2b52f2' class='xr-section-summary-in' type='checkbox'  ><label for='section-8ec80ce9-59b7-45ef-bb8a-a23d3f2b52f2' class='xr-section-summary' >Attributes: <span>(10)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>sea ice model output for CICE</dd><dt><span>contents :</span></dt><dd>Diagnostic and Prognostic Variables</dd><dt><span>source :</span></dt><dd>Los Alamos Sea Ice Model (CICE) Version 5</dd><dt><span>comment :</span></dt><dd>This Year Has 365 days</dd><dt><span>comment2 :</span></dt><dd>File written on model date 20181202</dd><dt><span>comment3 :</span></dt><dd>seconds elapsed into model date:      0</dd><dt><span>conventions :</span></dt><dd>CF-1.0</dd><dt><span>history :</span></dt><dd>Tue Sep 22 21:31:47 2020: ncrcat -O -L 5 -7 iceh.2018-12-01.nc iceh.2018-12-02.nc iceh.2018-12-03.nc iceh.2018-12-04.nc iceh.2018-12-05.nc iceh.2018-12-06.nc iceh.2018-12-07.nc iceh.2018-12-08.nc iceh.2018-12-09.nc iceh.2018-12-10.nc iceh.2018-12-11.nc iceh.2018-12-12.nc iceh.2018-12-13.nc iceh.2018-12-14.nc iceh.2018-12-15.nc iceh.2018-12-16.nc iceh.2018-12-17.nc iceh.2018-12-18.nc iceh.2018-12-19.nc iceh.2018-12-20.nc iceh.2018-12-21.nc iceh.2018-12-22.nc iceh.2018-12-23.nc iceh.2018-12-24.nc iceh.2018-12-25.nc iceh.2018-12-26.nc iceh.2018-12-27.nc iceh.2018-12-28.nc iceh.2018-12-29.nc iceh.2018-12-30.nc iceh.2018-12-31.nc iceh.2018-12-daily.nc\n",
       "This dataset was created on 2020-07-26 at 07:45:26.3</dd><dt><span>io_flavor :</span></dt><dd>io_netcdf</dd><dt><span>NCO :</span></dt><dd>netCDF Operators version 4.9.2 (Homepage = http://nco.sf.net, Code = http://github.com/nco/nco)</dd></dl></div></li></ul></div></div>"
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       "<xarray.Dataset>\n",
       "Dimensions:      (d2: 2, nc: 5, ni: 3600, nj: 2700)\n",
       "Coordinates:\n",
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       "    NCAT         (nc) float32 0.6445072 1.3914335 2.4701793 4.567288 100000000.0\n",
       "Dimensions without coordinates: d2, nc, ni, nj\n",
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       "    HTE          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLE        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLET       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    hi           (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
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       "Attributes:\n",
       "    title:        sea ice model output for CICE\n",
       "    contents:     Diagnostic and Prognostic Variables\n",
       "    source:       Los Alamos Sea Ice Model (CICE) Version 5\n",
       "    comment:      This Year Has 365 days\n",
       "    comment2:     File written on model date 20181202\n",
       "    comment3:     seconds elapsed into model date:      0\n",
       "    conventions:  CF-1.0\n",
       "    history:      Tue Sep 22 21:31:47 2020: ncrcat -O -L 5 -7 iceh.2018-12-01...\n",
       "    io_flavor:    io_netcdf\n",
       "    NCO:          netCDF Operators version 4.9.2 (Homepage = http://nco.sf.ne..."
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  {
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       ".xr-var-attrs,\n",
       ".xr-var-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",
       "  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-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-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, 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",
       "  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;\n",
       "Dimensions:      (d2: 2, nc: 5, ni: 3600, nj: 2700)\n",
       "Coordinates:\n",
       "    time         object 2019-01-01 00:00:00\n",
       "    TLON         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    TLAT         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ULON         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ULAT         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    NCAT         (nc) float32 0.6445072 1.3914335 2.4701793 4.567288 100000000.0\n",
       "Dimensions without coordinates: d2, nc, ni, nj\n",
       "Data variables:\n",
       "    time_bounds  (d2) object 2018-12-31 00:00:00 2019-01-01 00:00:00\n",
       "    tmask        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    blkmask      (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    tarea        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    uarea        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dxt          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dyt          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dxu          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dyu          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    HTN          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    HTE          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLE        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLET       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    hi           (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    hs           (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    aice         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    uvel         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    vvel         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    frzmlt       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    congel       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    frazil       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    snoice       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dvidtt       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dvidtd       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    aicen        (nc, nj, ni) float32 nan nan nan nan nan ... nan nan nan nan\n",
       "    vicen        (nc, nj, ni) float32 nan nan nan nan nan ... nan nan nan nan\n",
       "Attributes:\n",
       "    title:        sea ice model output for CICE\n",
       "    contents:     Diagnostic and Prognostic Variables\n",
       "    source:       Los Alamos Sea Ice Model (CICE) Version 5\n",
       "    comment:      This Year Has 365 days\n",
       "    comment2:     File written on model date 20181202\n",
       "    comment3:     seconds elapsed into model date:      0\n",
       "    conventions:  CF-1.0\n",
       "    history:      Tue Sep 22 21:31:47 2020: ncrcat -O -L 5 -7 iceh.2018-12-01...\n",
       "    io_flavor:    io_netcdf\n",
       "    NCO:          netCDF Operators version 4.9.2 (Homepage = http://nco.sf.ne...</pre><div class='xr-wrap' hidden><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-5aa87171-2a83-4910-9ab9-4b7c52f73ba6' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5aa87171-2a83-4910-9ab9-4b7c52f73ba6' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>d2</span>: 2</li><li><span>nc</span>: 5</li><li><span>ni</span>: 3600</li><li><span>nj</span>: 2700</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-2697c151-95c8-42f8-9dc9-e993ba2a2d06' class='xr-section-summary-in' type='checkbox'  checked><label for='section-2697c151-95c8-42f8-9dc9-e993ba2a2d06' class='xr-section-summary' >Coordinates: <span>(6)</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>time</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>2019-01-01 00:00:00</div><input id='attrs-0b514fa0-42ce-4bbf-b6a6-5e6b1af41adc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0b514fa0-42ce-4bbf-b6a6-5e6b1af41adc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d208cf29-5003-4645-b651-522b6c763e3b' class='xr-var-data-in' type='checkbox'><label for='data-d208cf29-5003-4645-b651-522b6c763e3b' 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>model time</dd><dt><span>bounds :</span></dt><dd>time_bounds</dd></dl></div><div class='xr-var-data'><pre>array(cftime.DatetimeGregorian(2019, 1, 1, 0, 0, 0, 0, 1, 1), dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TLON</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-e4ec49ad-42a6-4ac6-8206-752d8819f3a2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e4ec49ad-42a6-4ac6-8206-752d8819f3a2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cdc24362-5e07-48ff-938e-9577a9161a6f' class='xr-var-data-in' type='checkbox'><label for='data-cdc24362-5e07-48ff-938e-9577a9161a6f' 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>T grid center longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TLAT</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-9433f123-87f7-41ac-bf58-37969e7a0e44' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9433f123-87f7-41ac-bf58-37969e7a0e44' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-89946beb-70d9-4493-a143-706bec47e591' class='xr-var-data-in' type='checkbox'><label for='data-89946beb-70d9-4493-a143-706bec47e591' 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>T grid center latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ULON</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-1ebac268-5542-48c8-a482-bb1e6a1890b8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1ebac268-5542-48c8-a482-bb1e6a1890b8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-00fb9566-01fb-41c9-a547-dfd5e589300f' class='xr-var-data-in' type='checkbox'><label for='data-00fb9566-01fb-41c9-a547-dfd5e589300f' 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>U grid center longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ULAT</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-f4cdc8e6-3c75-4ac5-8223-9317b5aa5f98' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f4cdc8e6-3c75-4ac5-8223-9317b5aa5f98' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-072ff95c-db69-44d6-a90d-8b5f81dabdc0' class='xr-var-data-in' type='checkbox'><label for='data-072ff95c-db69-44d6-a90d-8b5f81dabdc0' 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>U grid center latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>comment :</span></dt><dd>Latitude of NE corner of T grid cell</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>NCAT</span></div><div class='xr-var-dims'>(nc)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.6445072 1.3914335 ... 100000000.0</div><input id='attrs-c298f797-5052-4f72-949f-e1b5d7ade165' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c298f797-5052-4f72-949f-e1b5d7ade165' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b150c9f3-72be-434c-a3d9-830b2924b375' class='xr-var-data-in' type='checkbox'><label for='data-b150c9f3-72be-434c-a3d9-830b2924b375' 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>category maximum thickness</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>array([6.445072e-01, 1.391433e+00, 2.470179e+00, 4.567288e+00, 1.000000e+08],\n",
       "      dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-7e63b8f2-c7d0-41b1-8212-5fb530ec5ba3' class='xr-section-summary-in' type='checkbox'  ><label for='section-7e63b8f2-c7d0-41b1-8212-5fb530ec5ba3' class='xr-section-summary' >Data variables: <span>(26)</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>time_bounds</span></div><div class='xr-var-dims'>(d2)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>2018-12-31 00:00:00 2019-01-01 0...</div><input id='attrs-85fdf894-4c78-43e9-b13b-b3ca94953d4b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-85fdf894-4c78-43e9-b13b-b3ca94953d4b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a5d1ded2-e9b2-4e0b-9b65-915586b38ac3' class='xr-var-data-in' type='checkbox'><label for='data-a5d1ded2-e9b2-4e0b-9b65-915586b38ac3' 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>boundaries for time-averaging interval</dd></dl></div><div class='xr-var-data'><pre>array([cftime.DatetimeGregorian(2018, 12, 31, 0, 0, 0, 0, 0, 365),\n",
       "       cftime.DatetimeGregorian(2019, 1, 1, 0, 0, 0, 0, 1, 1)], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tmask</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-2f0d1798-2081-4cb3-8c96-53c0757e3ab7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2f0d1798-2081-4cb3-8c96-53c0757e3ab7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6e31b259-7b37-405d-9967-de69bc23b1e6' class='xr-var-data-in' type='checkbox'><label for='data-6e31b259-7b37-405d-9967-de69bc23b1e6' 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>ocean grid mask</dd><dt><span>comment :</span></dt><dd>0 = land, 1 = ocean</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>blkmask</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-544b8aac-4ad2-46fa-93fd-cf80b97c8074' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-544b8aac-4ad2-46fa-93fd-cf80b97c8074' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eb6dee37-a8da-4889-b164-56f50607c195' class='xr-var-data-in' type='checkbox'><label for='data-eb6dee37-a8da-4889-b164-56f50607c195' 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>ice grid block mask</dd><dt><span>comment :</span></dt><dd>mytask + iblk/100</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tarea</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-2457885e-0f83-4a0c-b76a-beb962cad8b8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2457885e-0f83-4a0c-b76a-beb962cad8b8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-afbe9602-e875-498b-8811-55e5cc4173cb' class='xr-var-data-in' type='checkbox'><label for='data-afbe9602-e875-498b-8811-55e5cc4173cb' 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>area of T grid cells</dd><dt><span>units :</span></dt><dd>m^2</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uarea</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-43cd0b91-71c1-4e01-a91c-6387b5e38cb6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-43cd0b91-71c1-4e01-a91c-6387b5e38cb6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-46792dd7-c388-4c54-878d-4a7a0beda4c9' class='xr-var-data-in' type='checkbox'><label for='data-46792dd7-c388-4c54-878d-4a7a0beda4c9' 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>area of U grid cells</dd><dt><span>units :</span></dt><dd>m^2</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dxt</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-5433098e-8d7a-4ca4-92f3-a96fa0974fb2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5433098e-8d7a-4ca4-92f3-a96fa0974fb2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-780200c7-ce2d-45da-88f3-0d0fd0de44b3' class='xr-var-data-in' type='checkbox'><label for='data-780200c7-ce2d-45da-88f3-0d0fd0de44b3' 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>T cell width through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dyt</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-539efb01-612d-40cc-813e-ff63d6aed69b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-539efb01-612d-40cc-813e-ff63d6aed69b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4a0a5bb8-7035-43fb-aacd-4175b3cf2b3c' class='xr-var-data-in' type='checkbox'><label for='data-4a0a5bb8-7035-43fb-aacd-4175b3cf2b3c' 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>T cell height through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dxu</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-4cdad38d-98e6-470e-b257-9208ac31dcb3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4cdad38d-98e6-470e-b257-9208ac31dcb3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2ec07acc-9365-4242-84e3-6a0d30420c13' class='xr-var-data-in' type='checkbox'><label for='data-2ec07acc-9365-4242-84e3-6a0d30420c13' 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>U cell width through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dyu</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-16a3b31b-a1e2-43f6-8ce4-ab1a3c4dcfe1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-16a3b31b-a1e2-43f6-8ce4-ab1a3c4dcfe1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-839a6ed3-d9ba-479b-9f3f-f0adcad8635b' class='xr-var-data-in' type='checkbox'><label for='data-839a6ed3-d9ba-479b-9f3f-f0adcad8635b' 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>U cell height through middle</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HTN</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-8692103a-012b-462a-ba3d-b8f758c2ce90' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8692103a-012b-462a-ba3d-b8f758c2ce90' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b431a006-451f-4328-a542-324da5d0a093' class='xr-var-data-in' type='checkbox'><label for='data-b431a006-451f-4328-a542-324da5d0a093' 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>T cell width on North side</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HTE</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-c243e9b7-d5cc-466f-bd4a-b3ed92bf4c17' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c243e9b7-d5cc-466f-bd4a-b3ed92bf4c17' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ebb240c8-28ef-4d15-be37-04c04f3d290c' class='xr-var-data-in' type='checkbox'><label for='data-ebb240c8-28ef-4d15-be37-04c04f3d290c' 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>T cell width on East side</dd><dt><span>units :</span></dt><dd>m</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ANGLE</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-5a7c24bb-fa4e-4618-a424-7dbfa7727c3b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5a7c24bb-fa4e-4618-a424-7dbfa7727c3b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1a9bf14c-a052-4bc4-9fbb-b4b62f64be3d' class='xr-var-data-in' type='checkbox'><label for='data-1a9bf14c-a052-4bc4-9fbb-b4b62f64be3d' 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>angle grid makes with latitude line on U grid</dd><dt><span>units :</span></dt><dd>radians</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ANGLET</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-04b45d4f-137b-4621-b360-c7de0b1d5e6c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-04b45d4f-137b-4621-b360-c7de0b1d5e6c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b37f978f-ecb3-4898-b735-f74690646340' class='xr-var-data-in' type='checkbox'><label for='data-b37f978f-ecb3-4898-b735-f74690646340' 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>angle grid makes with latitude line on T grid</dd><dt><span>units :</span></dt><dd>radians</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hi</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-1d4ddce5-5b41-4bfd-8cdd-30a629861fdc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1d4ddce5-5b41-4bfd-8cdd-30a629861fdc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-307485cb-40c7-42d9-a319-8715fd7ef59f' class='xr-var-data-in' type='checkbox'><label for='data-307485cb-40c7-42d9-a319-8715fd7ef59f' 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>m</dd><dt><span>long_name :</span></dt><dd>grid cell mean ice thickness</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hs</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-1d17a112-8ded-4024-bfb6-755342d44d4c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1d17a112-8ded-4024-bfb6-755342d44d4c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-177ca9d3-f9b2-4e39-b125-a3269c70f548' class='xr-var-data-in' type='checkbox'><label for='data-177ca9d3-f9b2-4e39-b125-a3269c70f548' 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>m</dd><dt><span>long_name :</span></dt><dd>grid cell mean snow thickness</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aice</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-b0a3420b-3750-4746-bf68-8f61209973b6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b0a3420b-3750-4746-bf68-8f61209973b6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aca8d3c1-391d-4635-a4bc-e16c3011e703' class='xr-var-data-in' type='checkbox'><label for='data-aca8d3c1-391d-4635-a4bc-e16c3011e703' 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>1</dd><dt><span>long_name :</span></dt><dd>ice area  (aggregate)</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>uvel</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-646b2ae8-d519-41e4-a0be-5443131c497c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-646b2ae8-d519-41e4-a0be-5443131c497c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-62f9d4d5-437f-4b35-ba95-c638db38490e' class='xr-var-data-in' type='checkbox'><label for='data-62f9d4d5-437f-4b35-ba95-c638db38490e' 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>m/s</dd><dt><span>long_name :</span></dt><dd>ice velocity (x)</dd><dt><span>cell_measures :</span></dt><dd>area: uarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vvel</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-0d278c30-800a-44ab-888e-948114dbdfa1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0d278c30-800a-44ab-888e-948114dbdfa1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f2c5f61-33eb-45e4-bb7e-977b4d5ee922' class='xr-var-data-in' type='checkbox'><label for='data-7f2c5f61-33eb-45e4-bb7e-977b4d5ee922' 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>m/s</dd><dt><span>long_name :</span></dt><dd>ice velocity (y)</dd><dt><span>cell_measures :</span></dt><dd>area: uarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>frzmlt</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-b0b0504a-b03b-4044-bf9e-97a3b853c959' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b0b0504a-b03b-4044-bf9e-97a3b853c959' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b88812e9-666a-4176-a707-f733092e6701' class='xr-var-data-in' type='checkbox'><label for='data-b88812e9-666a-4176-a707-f733092e6701' 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>W/m^2</dd><dt><span>long_name :</span></dt><dd>freeze/melt potential</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>congel</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-a3603071-f939-4e8c-a8dd-4c4b2b64d8eb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a3603071-f939-4e8c-a8dd-4c4b2b64d8eb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-73fe2a35-39b7-4edb-bd8e-6f74f1ab416b' class='xr-var-data-in' type='checkbox'><label for='data-73fe2a35-39b7-4edb-bd8e-6f74f1ab416b' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>congelation ice growth</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>frazil</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-353aacbe-4fa5-4c5c-bb94-c6e70d873607' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-353aacbe-4fa5-4c5c-bb94-c6e70d873607' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-960e72b5-cec4-4dc2-b6a1-c14710ba3bcb' class='xr-var-data-in' type='checkbox'><label for='data-960e72b5-cec4-4dc2-b6a1-c14710ba3bcb' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>frazil ice growth</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>snoice</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-3732be0a-20aa-491b-a237-914ff70c87eb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3732be0a-20aa-491b-a237-914ff70c87eb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a0ca0c50-b95f-46b4-b3c6-dd37cbbfe33b' class='xr-var-data-in' type='checkbox'><label for='data-a0ca0c50-b95f-46b4-b3c6-dd37cbbfe33b' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>snow-ice formation</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dvidtt</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-b08f5187-1e1d-4370-aae9-851f98eaf997' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b08f5187-1e1d-4370-aae9-851f98eaf997' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b9799d99-ad28-4765-b8aa-550eb3b34f84' class='xr-var-data-in' type='checkbox'><label for='data-b9799d99-ad28-4765-b8aa-550eb3b34f84' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>volume tendency thermo</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dvidtd</span></div><div class='xr-var-dims'>(nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-31070243-483e-4cf2-ac3d-2fed050f9ce3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-31070243-483e-4cf2-ac3d-2fed050f9ce3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4871dfbc-fd11-42b2-b3fe-d43558cc2434' class='xr-var-data-in' type='checkbox'><label for='data-4871dfbc-fd11-42b2-b3fe-d43558cc2434' 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>cm/day</dd><dt><span>long_name :</span></dt><dd>volume tendency dynamics</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></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]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>aicen</span></div><div class='xr-var-dims'>(nc, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-2ed74292-1899-4804-ad32-64f6cb5d02e9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2ed74292-1899-4804-ad32-64f6cb5d02e9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c3f018a8-1053-4bc6-a2bf-d665c5aed53d' class='xr-var-data-in' type='checkbox'><label for='data-c3f018a8-1053-4bc6-a2bf-d665c5aed53d' 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>1</dd><dt><span>long_name :</span></dt><dd>ice area, categories</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       ...,\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vicen</span></div><div class='xr-var-dims'>(nc, nj, ni)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-150f5a7b-a320-4f90-bb72-a86699347fc9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-150f5a7b-a320-4f90-bb72-a86699347fc9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0987ae67-8403-40d8-9b59-259750a1c88b' class='xr-var-data-in' type='checkbox'><label for='data-0987ae67-8403-40d8-9b59-259750a1c88b' 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>m</dd><dt><span>long_name :</span></dt><dd>ice volume, categories</dd><dt><span>cell_measures :</span></dt><dd>area: tarea</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd><dt><span>time_rep :</span></dt><dd>averaged</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       ...,\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-09e8c2ad-6b37-471a-a319-ed63bd1f2ceb' class='xr-section-summary-in' type='checkbox'  ><label for='section-09e8c2ad-6b37-471a-a319-ed63bd1f2ceb' class='xr-section-summary' >Attributes: <span>(10)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>sea ice model output for CICE</dd><dt><span>contents :</span></dt><dd>Diagnostic and Prognostic Variables</dd><dt><span>source :</span></dt><dd>Los Alamos Sea Ice Model (CICE) Version 5</dd><dt><span>comment :</span></dt><dd>This Year Has 365 days</dd><dt><span>comment2 :</span></dt><dd>File written on model date 20181202</dd><dt><span>comment3 :</span></dt><dd>seconds elapsed into model date:      0</dd><dt><span>conventions :</span></dt><dd>CF-1.0</dd><dt><span>history :</span></dt><dd>Tue Sep 22 21:31:47 2020: ncrcat -O -L 5 -7 iceh.2018-12-01.nc iceh.2018-12-02.nc iceh.2018-12-03.nc iceh.2018-12-04.nc iceh.2018-12-05.nc iceh.2018-12-06.nc iceh.2018-12-07.nc iceh.2018-12-08.nc iceh.2018-12-09.nc iceh.2018-12-10.nc iceh.2018-12-11.nc iceh.2018-12-12.nc iceh.2018-12-13.nc iceh.2018-12-14.nc iceh.2018-12-15.nc iceh.2018-12-16.nc iceh.2018-12-17.nc iceh.2018-12-18.nc iceh.2018-12-19.nc iceh.2018-12-20.nc iceh.2018-12-21.nc iceh.2018-12-22.nc iceh.2018-12-23.nc iceh.2018-12-24.nc iceh.2018-12-25.nc iceh.2018-12-26.nc iceh.2018-12-27.nc iceh.2018-12-28.nc iceh.2018-12-29.nc iceh.2018-12-30.nc iceh.2018-12-31.nc iceh.2018-12-daily.nc\n",
       "This dataset was created on 2020-07-26 at 07:45:26.3</dd><dt><span>io_flavor :</span></dt><dd>io_netcdf</dd><dt><span>NCO :</span></dt><dd>netCDF Operators version 4.9.2 (Homepage = http://nco.sf.net, Code = http://github.com/nco/nco)</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:      (d2: 2, nc: 5, ni: 3600, nj: 2700)\n",
       "Coordinates:\n",
       "    time         object 2019-01-01 00:00:00\n",
       "    TLON         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    TLAT         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ULON         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ULAT         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    NCAT         (nc) float32 0.6445072 1.3914335 2.4701793 4.567288 100000000.0\n",
       "Dimensions without coordinates: d2, nc, ni, nj\n",
       "Data variables:\n",
       "    time_bounds  (d2) object 2018-12-31 00:00:00 2019-01-01 00:00:00\n",
       "    tmask        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    blkmask      (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    tarea        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    uarea        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dxt          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dyt          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dxu          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dyu          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    HTN          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    HTE          (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLE        (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    ANGLET       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    hi           (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    hs           (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    aice         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    uvel         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    vvel         (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    frzmlt       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    congel       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    frazil       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    snoice       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dvidtt       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    dvidtd       (nj, ni) float32 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    aicen        (nc, nj, ni) float32 nan nan nan nan nan ... nan nan nan nan\n",
       "    vicen        (nc, nj, ni) float32 nan nan nan nan nan ... nan nan nan nan\n",
       "Attributes:\n",
       "    title:        sea ice model output for CICE\n",
       "    contents:     Diagnostic and Prognostic Variables\n",
       "    source:       Los Alamos Sea Ice Model (CICE) Version 5\n",
       "    comment:      This Year Has 365 days\n",
       "    comment2:     File written on model date 20181202\n",
       "    comment3:     seconds elapsed into model date:      0\n",
       "    conventions:  CF-1.0\n",
       "    history:      Tue Sep 22 21:31:47 2020: ncrcat -O -L 5 -7 iceh.2018-12-01...\n",
       "    io_flavor:    io_netcdf\n",
       "    NCO:          netCDF Operators version 4.9.2 (Homepage = http://nco.sf.ne..."
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "c"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## old stuff"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "12 1\n",
      "True\n",
      "12 2\n",
      "True\n",
      "12 3\n",
      "True\n",
      "12 4\n",
      "True\n",
      "12 5\n",
      "True\n",
      "12 6\n",
      "True\n",
      "12 7\n",
      "True\n",
      "12 8\n",
      "True\n",
      "12 9\n",
      "True\n",
      "12 10\n",
      "True\n",
      "12 11\n",
      "True\n",
      "12 12\n",
      "True\n",
      "12 13\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[0;32m<timed exec>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/dataset.py\u001b[0m in \u001b[0;36midentical\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m   1059\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1060\u001b[0m             return (utils.dict_equiv(self.attrs, other.attrs) and\n\u001b[0;32m-> 1061\u001b[0;31m                     self._all_compat(other, 'identical'))\n\u001b[0m\u001b[1;32m   1062\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mTypeError\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mAttributeError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1063\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/dataset.py\u001b[0m in \u001b[0;36m_all_compat\u001b[0;34m(self, other, compat_str)\u001b[0m\n\u001b[1;32m   1008\u001b[0m         return (self._coord_names == other._coord_names and\n\u001b[1;32m   1009\u001b[0m                 utils.dict_equiv(self._variables, other._variables,\n\u001b[0;32m-> 1010\u001b[0;31m                                  compat=compat))\n\u001b[0m\u001b[1;32m   1011\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1012\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mbroadcast_equals\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/utils.py\u001b[0m in \u001b[0;36mdict_equiv\u001b[0;34m(first, second, compat)\u001b[0m\n\u001b[1;32m    260\u001b[0m     \"\"\"\n\u001b[1;32m    261\u001b[0m     \u001b[0;32mfor\u001b[0m \u001b[0mk\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mfirst\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 262\u001b[0;31m         \u001b[0;32mif\u001b[0m \u001b[0mk\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0msecond\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mcompat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfirst\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mk\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msecond\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mk\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    263\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    264\u001b[0m     \u001b[0;32mfor\u001b[0m \u001b[0mk\u001b[0m \u001b[0;32min\u001b[0m \u001b[0msecond\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/dataset.py\u001b[0m in \u001b[0;36mcompat\u001b[0;34m(x, y)\u001b[0m\n\u001b[1;32m   1004\u001b[0m         \u001b[0;31m# require matching order for equality\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1005\u001b[0m         \u001b[0;32mdef\u001b[0m \u001b[0mcompat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1006\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcompat_str\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0my\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1007\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1008\u001b[0m         return (self._coord_names == other._coord_names and\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/variable.py\u001b[0m in \u001b[0;36midentical\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m   1471\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1472\u001b[0m             return (utils.dict_equiv(self.attrs, other.attrs) and\n\u001b[0;32m-> 1473\u001b[0;31m                     self.equals(other))\n\u001b[0m\u001b[1;32m   1474\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mTypeError\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mAttributeError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1475\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/variable.py\u001b[0m in \u001b[0;36mequals\u001b[0;34m(self, other, equiv)\u001b[0m\n\u001b[1;32m   1449\u001b[0m             return (self.dims == other.dims and\n\u001b[1;32m   1450\u001b[0m                     (self._data is other._data or\n\u001b[0;32m-> 1451\u001b[0;31m                      equiv(self.data, other.data)))\n\u001b[0m\u001b[1;32m   1452\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mTypeError\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mAttributeError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1453\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/variable.py\u001b[0m in \u001b[0;36mdata\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    290\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_data\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    291\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 292\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    293\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    294\u001b[0m     \u001b[0;34m@\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetter\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/variable.py\u001b[0m in \u001b[0;36mvalues\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    385\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mvalues\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    386\u001b[0m         \u001b[0;34m\"\"\"The variable's data as a numpy.ndarray\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 387\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0m_as_array_or_item\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_data\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    388\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    389\u001b[0m     \u001b[0;34m@\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetter\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/variable.py\u001b[0m in \u001b[0;36m_as_array_or_item\u001b[0;34m(data)\u001b[0m\n\u001b[1;32m    206\u001b[0m     \u001b[0mTODO\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mremove\u001b[0m \u001b[0mthis\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mreplace\u001b[0m \u001b[0;32mwith\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0masarray\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0monce\u001b[0m \u001b[0mthese\u001b[0m \u001b[0missues\u001b[0m \u001b[0mare\u001b[0m \u001b[0mfixed\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    207\u001b[0m     \"\"\"\n\u001b[0;32m--> 208\u001b[0;31m     \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0masarray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    209\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mndim\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    210\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkind\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'M'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/numpy/core/numeric.py\u001b[0m in \u001b[0;36masarray\u001b[0;34m(a, dtype, order)\u001b[0m\n\u001b[1;32m    499\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    500\u001b[0m     \"\"\"\n\u001b[0;32m--> 501\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0morder\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0morder\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    502\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    503\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/indexing.py\u001b[0m in \u001b[0;36m__array__\u001b[0;34m(self, dtype)\u001b[0m\n\u001b[1;32m    630\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    631\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__array__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 632\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_ensure_cached\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    633\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0masarray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    634\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/indexing.py\u001b[0m in \u001b[0;36m_ensure_cached\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    627\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_ensure_cached\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    628\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNumpyIndexingAdapter\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 629\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mNumpyIndexingAdapter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0masarray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    630\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    631\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__array__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/numpy/core/numeric.py\u001b[0m in \u001b[0;36masarray\u001b[0;34m(a, dtype, order)\u001b[0m\n\u001b[1;32m    499\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    500\u001b[0m     \"\"\"\n\u001b[0;32m--> 501\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0morder\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0morder\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    502\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    503\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/indexing.py\u001b[0m in \u001b[0;36m__array__\u001b[0;34m(self, dtype)\u001b[0m\n\u001b[1;32m    608\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    609\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__array__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 610\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0masarray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    611\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    612\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__getitem__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/numpy/core/numeric.py\u001b[0m in \u001b[0;36masarray\u001b[0;34m(a, dtype, order)\u001b[0m\n\u001b[1;32m    499\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    500\u001b[0m     \"\"\"\n\u001b[0;32m--> 501\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0morder\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0morder\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    502\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    503\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/indexing.py\u001b[0m in \u001b[0;36m__array__\u001b[0;34m(self, dtype)\u001b[0m\n\u001b[1;32m    514\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__array__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    515\u001b[0m         \u001b[0marray\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mas_indexable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 516\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0masarray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    517\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    518\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtranspose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0morder\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/numpy/core/numeric.py\u001b[0m in \u001b[0;36masarray\u001b[0;34m(a, dtype, order)\u001b[0m\n\u001b[1;32m    499\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    500\u001b[0m     \"\"\"\n\u001b[0;32m--> 501\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0morder\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0morder\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    502\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    503\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/coding/variables.py\u001b[0m in \u001b[0;36m__array__\u001b[0;34m(self, dtype)\u001b[0m\n\u001b[1;32m     67\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     68\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__array__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 69\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     70\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     71\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__repr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/coding/variables.py\u001b[0m in \u001b[0;36m_apply_mask\u001b[0;34m(data, encoded_fill_values, decoded_fill_value, dtype)\u001b[0m\n\u001b[1;32m    133\u001b[0m                 ):  # type: np.ndarray\n\u001b[1;32m    134\u001b[0m     \u001b[0;34m\"\"\"Mask all matching values in a NumPy arrays.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 135\u001b[0;31m     \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0masarray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    136\u001b[0m     \u001b[0mcondition\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    137\u001b[0m     \u001b[0;32mfor\u001b[0m \u001b[0mfv\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mencoded_fill_values\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/numpy/core/numeric.py\u001b[0m in \u001b[0;36masarray\u001b[0;34m(a, dtype, order)\u001b[0m\n\u001b[1;32m    499\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    500\u001b[0m     \"\"\"\n\u001b[0;32m--> 501\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0morder\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0morder\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    502\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    503\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/indexing.py\u001b[0m in \u001b[0;36m__array__\u001b[0;34m(self, dtype)\u001b[0m\n\u001b[1;32m    514\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__array__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    515\u001b[0m         \u001b[0marray\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mas_indexable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 516\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0masarray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    517\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    518\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtranspose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0morder\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/backends/netCDF4_.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m     63\u001b[0m         return indexing.explicit_indexing_adapter(\n\u001b[1;32m     64\u001b[0m             \u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindexing\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mIndexingSupport\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mOUTER\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 65\u001b[0;31m             self._getitem)\n\u001b[0m\u001b[1;32m     66\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     67\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_getitem\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/core/indexing.py\u001b[0m in \u001b[0;36mexplicit_indexing_adapter\u001b[0;34m(key, shape, indexing_support, raw_indexing_method)\u001b[0m\n\u001b[1;32m    782\u001b[0m     \"\"\"\n\u001b[1;32m    783\u001b[0m     \u001b[0mraw_key\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnumpy_indices\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdecompose_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mshape\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindexing_support\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 784\u001b[0;31m     \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mraw_indexing_method\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mraw_key\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtuple\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    785\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mnumpy_indices\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtuple\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    786\u001b[0m         \u001b[0;31m# index the loaded np.ndarray\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/g/data3/hh5/public/apps/miniconda3/envs/analysis3-18.10/lib/python3.6/site-packages/xarray/backends/netCDF4_.py\u001b[0m in \u001b[0;36m_getitem\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m     74\u001b[0m             \u001b[0;32mwith\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdatastore\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlock\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     75\u001b[0m                 \u001b[0moriginal_array\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_array\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mneeds_lock\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 76\u001b[0;31m                 \u001b[0marray\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgetitem\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moriginal_array\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     77\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mIndexError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m             \u001b[0;31m# Catch IndexError in netCDF4 and return a more informative\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "%%time\n",
    "basedir = '/g/data3/hh5/tmp/cosima/access-om2-01/01deg_jra55v13_iaf/output197/ice/OUTPUT/'\n",
    "for m in range(11,12):\n",
    "    ds_concat = xr.open_dataset(basedir+'iceh.2017-'+str(m+1).zfill(2)+'-daily.nc')\n",
    "    ndailies = len(glob.glob(basedir+'iceh.2017-'+str(m+1).zfill(2)+'-??.nc'))\n",
    "    for d in range(ndailies):\n",
    "        print(m+1, d+1)\n",
    "        ds_day = xr.open_dataset(basedir+'iceh.2017-'+str(m+1).zfill(2)+'-'+str(d+1).zfill(2)+'.nc')\n",
    "        # don't check the following\n",
    "        ds_day.attrs.update({'comment2': ds_concat.comment2})\n",
    "        ds_day.attrs.update({'history': ds_concat.history})\n",
    "        ds_day.attrs.update({'NCO': ds_concat.NCO})\n",
    "        ds_day.attrs.update({'nco_openmp_thread_number': ds_concat.nco_openmp_thread_number})\n",
    "\n",
    "    #     print(ds_day.isel(time=0).equals(ds_concat.isel(time=d)))\n",
    "        print(ds_day.isel(time=0).identical(ds_concat.isel(time=d)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "11 28\n",
      "True\n",
      "11 29\n",
      "True\n",
      "11 30\n",
      "True\n",
      "12 29\n",
      "True\n",
      "12 30\n",
      "True\n",
      "12 31\n",
      "True\n",
      "CPU times: user 2min 1s, sys: 50.8 s, total: 2min 52s\n",
      "Wall time: 2min 57s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "basedir = '/g/data3/hh5/tmp/cosima/access-om2-01/01deg_jra55v13_iaf/output197/ice/OUTPUT/'\n",
    "for m in range(10,12):\n",
    "    ds_concat = xr.open_dataset(basedir+'iceh.2017-'+str(m+1).zfill(2)+'-daily.nc')\n",
    "    ndailies = len(glob.glob(basedir+'iceh.2017-'+str(m+1).zfill(2)+'-??.nc'))\n",
    "    for d in range(ndailies-3,ndailies):\n",
    "        print(m+1, d+1)\n",
    "        ds_day = xr.open_dataset(basedir+'iceh.2017-'+str(m+1).zfill(2)+'-'+str(d+1).zfill(2)+'.nc')\n",
    "        # don't check the following\n",
    "        ds_day.attrs.update({'comment2': ds_concat.comment2})\n",
    "        ds_day.attrs.update({'history': ds_concat.history})\n",
    "        ds_day.attrs.update({'NCO': ds_concat.NCO})\n",
    "        ds_day.attrs.update({'nco_openmp_thread_number': ds_concat.nco_openmp_thread_number})\n",
    "\n",
    "    #     print(ds_day.isel(time=0).equals(ds_concat.isel(time=d)))\n",
    "        print(ds_day.isel(time=0).identical(ds_concat.isel(time=d)))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Takes about 45min wall time to check 90 days \n",
    "\n",
    "So 33 years would take 100 hours to check...."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "100.375"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "33*365/90*.75\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1 1\n",
      "True\n",
      "1 2\n",
      "True\n",
      "1 3\n",
      "True\n",
      "1 4\n",
      "True\n",
      "1 5\n",
      "True\n",
      "1 6\n",
      "True\n",
      "1 7\n",
      "True\n",
      "1 8\n",
      "True\n",
      "1 9\n",
      "True\n",
      "1 10\n",
      "True\n",
      "1 11\n",
      "True\n",
      "1 12\n",
      "True\n",
      "1 13\n",
      "True\n",
      "1 14\n",
      "True\n",
      "1 15\n",
      "True\n",
      "1 16\n",
      "True\n",
      "1 17\n",
      "True\n",
      "1 18\n",
      "True\n",
      "1 19\n",
      "True\n",
      "1 20\n",
      "True\n",
      "1 21\n",
      "True\n",
      "1 22\n",
      "True\n",
      "1 23\n",
      "True\n",
      "1 24\n",
      "True\n",
      "1 25\n",
      "True\n",
      "1 26\n",
      "True\n",
      "1 27\n",
      "True\n",
      "1 28\n",
      "True\n",
      "1 29\n",
      "True\n",
      "1 30\n",
      "True\n",
      "1 31\n",
      "True\n",
      "2 1\n",
      "True\n",
      "2 2\n",
      "True\n",
      "2 3\n",
      "True\n",
      "2 4\n",
      "True\n",
      "2 5\n",
      "True\n",
      "2 6\n",
      "True\n",
      "2 7\n",
      "True\n",
      "2 8\n",
      "True\n",
      "2 9\n",
      "True\n",
      "2 10\n",
      "True\n",
      "2 11\n",
      "True\n",
      "2 12\n",
      "True\n",
      "2 13\n",
      "True\n",
      "2 14\n",
      "True\n",
      "2 15\n",
      "True\n",
      "2 16\n",
      "True\n",
      "2 17\n",
      "True\n",
      "2 18\n",
      "True\n",
      "2 19\n",
      "True\n",
      "2 20\n",
      "True\n",
      "2 21\n",
      "True\n",
      "2 22\n",
      "True\n",
      "2 23\n",
      "True\n",
      "2 24\n",
      "True\n",
      "2 25\n",
      "True\n",
      "2 26\n",
      "True\n",
      "2 27\n",
      "True\n",
      "2 28\n",
      "True\n",
      "3 1\n",
      "True\n",
      "3 2\n",
      "True\n",
      "3 3\n",
      "True\n",
      "3 4\n",
      "True\n",
      "3 5\n",
      "True\n",
      "3 6\n",
      "True\n",
      "3 7\n",
      "True\n",
      "3 8\n",
      "True\n",
      "3 9\n",
      "True\n",
      "3 10\n",
      "True\n",
      "3 11\n",
      "True\n",
      "3 12\n",
      "True\n",
      "3 13\n",
      "True\n",
      "3 14\n",
      "True\n",
      "3 15\n",
      "True\n",
      "3 16\n",
      "True\n",
      "3 17\n",
      "True\n",
      "3 18\n",
      "True\n",
      "3 19\n",
      "True\n",
      "3 20\n",
      "True\n",
      "3 21\n",
      "True\n",
      "3 22\n",
      "True\n",
      "3 23\n",
      "True\n",
      "3 24\n",
      "True\n",
      "3 25\n",
      "True\n",
      "3 26\n",
      "True\n",
      "3 27\n",
      "True\n",
      "3 28\n",
      "True\n",
      "3 29\n",
      "True\n",
      "3 30\n",
      "True\n",
      "3 31\n",
      "True\n",
      "CPU times: user 25min 25s, sys: 16min 45s, total: 42min 10s\n",
      "Wall time: 44min\n"
     ]
    }
   ],
   "source": [
    "# do all files\n",
    "\n",
    "# TODO: finish!\n",
    "\n",
    "%%time\n",
    "basepath = '/g/data3/hh5/tmp/cosima/access-om2-01/01deg_jra55v13_iaf/'\n",
    "basedir = basepath+'output001/ice/OUTPUT/'\n",
    "for m in range(3):\n",
    "    ds_concat = xr.open_dataset(basedir+'iceh.1985-'+str(m+1).zfill(2)+'-daily.nc')\n",
    "    ndailies = len(glob.glob(basedir+'iceh.1985-'+str(m+1).zfill(2)+'-??.nc'))\n",
    "    for d in range(ndailies):\n",
    "        print(m+1, d+1)\n",
    "        ds_day = xr.open_dataset(basedir+'iceh.1985-'+str(m+1).zfill(2)+'-'+str(d+1).zfill(2)+'.nc')\n",
    "        # don't check the following\n",
    "        ds_day.attrs.update({'comment2': ds_concat.comment2})\n",
    "        ds_day.attrs.update({'history': ds_concat.history})\n",
    "        ds_day.attrs.update({'NCO': ds_concat.NCO})\n",
    "        ds_day.attrs.update({'nco_openmp_thread_number': ds_concat.nco_openmp_thread_number})\n",
    "\n",
    "    #     print(ds_day.isel(time=0).equals(ds_concat.isel(time=d)))\n",
    "        print(ds_day.isel(time=0).identical(ds_concat.isel(time=d)))"
   ]
  }
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