martin.ipynb

martin.ipynb

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   "source": [
    "# Create reference files for the COAWST forecast archive on AWS Open Data\n",
    "We use [kerchunk](https://fsspec.github.io/kerchunk/) to create individual reference files for each weekly NetCDF file, \n",
    "then create the combined JSON that allows access to the entire collection as a single dataset in Xarray"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "outside-mayor",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import fsspec\n",
    "import xarray as xr\n",
    "\n",
    "from kerchunk.hdf import SingleHdf5ToZarr\n",
    "from kerchunk.combine import MultiZarrToZarr\n",
    "from fsspec.implementations.reference import LazyReferenceMapper\n",
    "\n",
    "import numpy as np\n",
    "import ujson"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0f6e8365-aa8a-4d06-8661-129855593fda",
   "metadata": {},
   "source": [
    "We can read from AWS Open Data using `anon=True`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "endangered-therapist",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "fs_read = fsspec.filesystem('s3', anon=True, skip_instance_cache=True, use_listings_cache=False )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2b949a69-7304-425b-876a-74d5f4cd0d92",
   "metadata": {},
   "source": [
    "We can't *write* to AWS Open Data without credentials, which we will specify through environment variables.  Because we are going to use environment variables instead of referencing an AWS profile, we don't specify `profile=` here in fs_write, but use `anon=False`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "packed-lightning",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "flist = fs_read.glob('s3://usgs-coawst/useast-archive/*.nc')\n",
    "json_dir = 's3://usgs-coawst/useast-archive/individual_jsons'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "destroyed-abortion",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "flist = [f's3://{f}' for f in flist]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "charitable-logan",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "669\n",
      "s3://usgs-coawst/useast-archive/coawst_2009-08-21_0000.nc\n",
      "s3://usgs-coawst/useast-archive/coawst_2022-06-10_0668.nc\n"
     ]
    }
   ],
   "source": [
    "print(len(flist))\n",
    "print(flist[0])\n",
    "print(flist[-1])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "af8bc385-763f-489a-9c6d-778fd3040d3e",
   "metadata": {},
   "source": [
    "#### Open a NetCDF file directly"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f65744b4-7b03-4b60-aae4-25da9caa85fc",
   "metadata": {},
   "outputs": [],
   "source": [
    "ds = xr.open_dataset(fs_read.open(flist[0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c7b0fea2-6597-406c-b2ef-8c274d4e449e",
   "metadata": {},
   "source": [
    "Check vtransform data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "8ecb0b3c-1fbd-4cb7-828e-210e1b831d06",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Vtransform = ds.Vtransform.data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "0c2b8d53-8a64-42e8-af05-0b35dbcdb0de",
   "metadata": {
    "tags": []
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   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(1, dtype=int32)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Vtransform"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a2972274-a4fb-47ee-b571-220658473ed2",
   "metadata": {},
   "source": [
    "Create a list of variables that don't depend on time to use for identical_dims"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ce61267d-3e5c-41f7-8fcd-3915d0932335",
   "metadata": {},
   "outputs": [],
   "source": [
    "identical_dims = []\n",
    "for v in ds.variables.keys():\n",
    "    if 'ocean_time' not in ds[v].dims:\n",
    "        identical_dims.append(v)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "hourly-tucson",
   "metadata": {},
   "source": [
    "#### Create combined references and store in Parquet files"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "636a01dd-334b-46fa-a7ec-52b2c3d567e4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "669\n",
      "s3://usgs-coawst/useast-archive/individual_jsons/coawst_2009-08-21_0000.json\n",
      "s3://usgs-coawst/useast-archive/individual_jsons/coawst_2022-06-10_0668.json\n"
     ]
    }
   ],
   "source": [
    "json_list = fs_read.glob(f'{json_dir}/*.json')\n",
    "json_list = [f's3://{j}' for j in json_list]\n",
    "print(len(json_list))\n",
    "print(json_list[0])\n",
    "print(json_list[-1])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "53cfaf6a-9430-4830-a6ee-9c64c422d1a1",
   "metadata": {},
   "source": [
    "#### Try reading Vtransform from a single json file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "fe28f86b-4da4-4f09-ba8b-929960ec7ce6",
   "metadata": {
    "tags": []
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 449 ms, sys: 42.9 ms, total: 492 ms\n",
      "Wall time: 728 ms\n"
     ]
    },
    {
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:                 (ocean_time: 168, s_w: 17, eta_rho: 336,\n",
       "                             xi_rho: 896, tracer: 8, s_rho: 16, NST: 6,\n",
       "                             boundary: 4, Nbed: 1, eta_u: 336, xi_u: 895,\n",
       "                             eta_v: 335, xi_v: 896, eta_psi: 335, xi_psi: 895)\n",
       "Coordinates:\n",
       "    lat_psi                 (eta_psi, xi_psi) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "    lat_rho                 (eta_rho, xi_rho) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "    lat_u                   (eta_u, xi_u) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "    lat_v                   (eta_v, xi_v) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "    lon_psi                 (eta_psi, xi_psi) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "    lon_rho                 (eta_rho, xi_rho) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "    lon_u                   (eta_u, xi_u) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "    lon_v                   (eta_v, xi_v) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "  * ocean_time              (ocean_time) datetime64[ns] 2009-08-21T01:00:00 ....\n",
       "  * s_rho                   (s_rho) float64 -0.9688 -0.9062 ... -0.03125\n",
       "  * s_w                     (s_w) float64 -1.0 -0.9375 -0.875 ... -0.0625 0.0\n",
       "Dimensions without coordinates: eta_rho, xi_rho, tracer, NST, boundary, Nbed,\n",
       "                                eta_u, xi_u, eta_v, xi_v, eta_psi, xi_psi\n",
       "Data variables: (12/188)\n",
       "    AKs                     (ocean_time, s_w, eta_rho, xi_rho) float32 dask.array&lt;chunksize=(168, 1, 168, 224), meta=np.ndarray&gt;\n",
       "    AKt                     (ocean_time, s_w, eta_rho, xi_rho) float32 dask.array&lt;chunksize=(168, 1, 168, 224), meta=np.ndarray&gt;\n",
       "    AKv                     (ocean_time, s_w, eta_rho, xi_rho) float32 dask.array&lt;chunksize=(168, 1, 168, 224), meta=np.ndarray&gt;\n",
       "    Akk_bak                 float64 ...\n",
       "    Akp_bak                 float64 ...\n",
       "    Akt_bak                 (tracer) float64 dask.array&lt;chunksize=(8,), meta=np.ndarray&gt;\n",
       "    ...                      ...\n",
       "    wetdry_mask_psi         (ocean_time, eta_psi, xi_psi) float32 dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;\n",
       "    wetdry_mask_rho         (ocean_time, eta_rho, xi_rho) float32 dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;\n",
       "    wetdry_mask_u           (ocean_time, eta_u, xi_u) float32 dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;\n",
       "    wetdry_mask_v           (ocean_time, eta_v, xi_v) float32 dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;\n",
       "    xl                      float64 ...\n",
       "    zeta                    (ocean_time, eta_rho, xi_rho) float32 dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;\n",
       "Attributes: (12/37)\n",
       "    CPP_options:       COAWST, ANA_BPFLUX, ANA_BSFLUX, ANA_BTFLUX, ANA_FSOBC,...\n",
       "    Conventions:       CF-1.4, SGRID-0.3\n",
       "    NLM_LBC:           \\nEDGE:         WEST   SOUTH  EAST   NORTH  \\nzeta:   ...\n",
       "    ana_file:          ROMS/Functionals/ana_btflux.h, ROMS/Functionals/ana_fs...\n",
       "    bry_file_01:       ./forcings3/USE_coawst_bdy.nc\n",
       "    clm_file_01:       ./forcings3/USE_coawst_clm.nc\n",
       "    ...                ...\n",
       "    svn_url:            \n",
       "    tide_file:         ../forcings/tide_forc_USeast_grd16_osu_rev2.nc\n",
       "    tiling:            006x004\n",
       "    title:             COAWST ROMS SWAN\n",
       "    type:              ROMS/TOMS history file\n",
       "    var_info:          ROMS/External/varinfo.dat</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-7ce4beda-3e2b-48d4-8009-2e468021e566' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7ce4beda-3e2b-48d4-8009-2e468021e566' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>ocean_time</span>: 168</li><li><span class='xr-has-index'>s_w</span>: 17</li><li><span>eta_rho</span>: 336</li><li><span>xi_rho</span>: 896</li><li><span>tracer</span>: 8</li><li><span class='xr-has-index'>s_rho</span>: 16</li><li><span>NST</span>: 6</li><li><span>boundary</span>: 4</li><li><span>Nbed</span>: 1</li><li><span>eta_u</span>: 336</li><li><span>xi_u</span>: 895</li><li><span>eta_v</span>: 335</li><li><span>xi_v</span>: 896</li><li><span>eta_psi</span>: 335</li><li><span>xi_psi</span>: 895</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-42ea1675-7c61-4894-96ef-40e5f24cef6c' class='xr-section-summary-in' type='checkbox'  checked><label for='section-42ea1675-7c61-4894-96ef-40e5f24cef6c' class='xr-section-summary' >Coordinates: <span>(11)</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>lat_psi</span></div><div class='xr-var-dims'>(eta_psi, xi_psi)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-7de80586-6386-4f33-bc70-d42f7b3460c4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7de80586-6386-4f33-bc70-d42f7b3460c4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ac1a5060-5c98-4500-ab63-962f6cd47ad4' class='xr-var-data-in' type='checkbox'><label for='data-ac1a5060-5c98-4500-ab63-962f6cd47ad4' 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>field :</span></dt><dd>lat_psi, scalar</dd><dt><span>long_name :</span></dt><dd>latitude of PSI-points</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degree_north</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.29 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (335, 895) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"94\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
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       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat_rho</span></div><div class='xr-var-dims'>(eta_rho, xi_rho)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-4b67e3ba-d59a-4bf8-ba14-ce6b3a69ed49' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4b67e3ba-d59a-4bf8-ba14-ce6b3a69ed49' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9869b420-028a-4955-8405-906dd53327ae' class='xr-var-data-in' type='checkbox'><label for='data-9869b420-028a-4955-8405-906dd53327ae' 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>field :</span></dt><dd>lat_rho, scalar</dd><dt><span>long_name :</span></dt><dd>latitude of RHO-points</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degree_north</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.30 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (336, 896) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat_u</span></div><div class='xr-var-dims'>(eta_u, xi_u)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-03cc98bd-77f1-4299-a6f9-ab5d6febc1b9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-03cc98bd-77f1-4299-a6f9-ab5d6febc1b9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-487697cc-4934-495d-9a03-84e6c2ee1caa' class='xr-var-data-in' type='checkbox'><label for='data-487697cc-4934-495d-9a03-84e6c2ee1caa' 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>field :</span></dt><dd>lat_u, scalar</dd><dt><span>long_name :</span></dt><dd>latitude of U-points</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degree_north</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.29 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (336, 895) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
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       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat_v</span></div><div class='xr-var-dims'>(eta_v, xi_v)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-58624ba3-3b6c-4233-aa0d-86a7a205a52a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-58624ba3-3b6c-4233-aa0d-86a7a205a52a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6402b4c6-95d0-4e83-a625-d317b6ccf59a' class='xr-var-data-in' type='checkbox'><label for='data-6402b4c6-95d0-4e83-a625-d317b6ccf59a' 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>field :</span></dt><dd>lat_v, scalar</dd><dt><span>long_name :</span></dt><dd>latitude of V-points</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degree_north</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
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       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.29 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (335, 896) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon_psi</span></div><div class='xr-var-dims'>(eta_psi, xi_psi)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-161e177c-920f-44ba-86bc-786d832d5b93' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-161e177c-920f-44ba-86bc-786d832d5b93' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c515fa33-607b-4b5e-97ff-3d51dae11c8f' class='xr-var-data-in' type='checkbox'><label for='data-c515fa33-607b-4b5e-97ff-3d51dae11c8f' 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>field :</span></dt><dd>lon_psi, scalar</dd><dt><span>long_name :</span></dt><dd>longitude of PSI-points</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degree_east</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.29 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (335, 895) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"94\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
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       "\n",
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       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"44\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"30\" y1=\"0\" x2=\"30\" y2=\"44\" />\n",
       "  <line x1=\"60\" y1=\"0\" x2=\"60\" y2=\"44\" />\n",
       "  <line x1=\"90\" y1=\"0\" x2=\"90\" y2=\"44\" />\n",
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       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon_rho</span></div><div class='xr-var-dims'>(eta_rho, xi_rho)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-13909293-a3ef-4852-853d-04b30db4c0ef' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-13909293-a3ef-4852-853d-04b30db4c0ef' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-33d6457f-8367-48f0-8f2f-72ee4c4bddb4' class='xr-var-data-in' type='checkbox'><label for='data-33d6457f-8367-48f0-8f2f-72ee4c4bddb4' 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>field :</span></dt><dd>lon_rho, scalar</dd><dt><span>long_name :</span></dt><dd>longitude of RHO-points</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degree_east</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.30 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (336, 896) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"95\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
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       "  <!-- Horizontal lines -->\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon_u</span></div><div class='xr-var-dims'>(eta_u, xi_u)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-23d6c06e-7588-4f9f-9af8-bf4244a50733' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-23d6c06e-7588-4f9f-9af8-bf4244a50733' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-da574fd7-0499-490d-9300-4f9cb3291a5c' class='xr-var-data-in' type='checkbox'><label for='data-da574fd7-0499-490d-9300-4f9cb3291a5c' 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>field :</span></dt><dd>lon_u, scalar</dd><dt><span>long_name :</span></dt><dd>longitude of U-points</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degree_east</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.29 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (336, 895) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon_v</span></div><div class='xr-var-dims'>(eta_v, xi_v)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-1f0b42d0-690c-4cb3-a3ff-4e8b8b088ec5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1f0b42d0-690c-4cb3-a3ff-4e8b8b088ec5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4919f6bb-fb0f-4a07-9f44-fe2330672d73' class='xr-var-data-in' type='checkbox'><label for='data-4919f6bb-fb0f-4a07-9f44-fe2330672d73' 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>field :</span></dt><dd>lon_v, scalar</dd><dt><span>long_name :</span></dt><dd>longitude of V-points</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degree_east</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
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       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.29 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (335, 896) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>ocean_time</span></div><div class='xr-var-dims'>(ocean_time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2009-08-21T01:00:00 ... 2009-08-28</div><input id='attrs-100f37b1-c389-4825-9ab8-a6e9d7ac3bfe' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-100f37b1-c389-4825-9ab8-a6e9d7ac3bfe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-30d7c1ad-f01b-40d3-a1e9-fb3835fbdc59' class='xr-var-data-in' type='checkbox'><label for='data-30d7c1ad-f01b-40d3-a1e9-fb3835fbdc59' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2009-08-21T01:00:00.000000000&#x27;, &#x27;2009-08-21T02:00:00.000000000&#x27;,\n",
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       "       &#x27;2009-08-22T17:00:00.000000000&#x27;, &#x27;2009-08-22T18:00:00.000000000&#x27;,\n",
       "       &#x27;2009-08-22T19:00:00.000000000&#x27;, &#x27;2009-08-22T20:00:00.000000000&#x27;,\n",
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       "       &#x27;2009-08-22T23:00:00.000000000&#x27;, &#x27;2009-08-23T00:00:00.000000000&#x27;,\n",
       "       &#x27;2009-08-23T01:00:00.000000000&#x27;, &#x27;2009-08-23T02:00:00.000000000&#x27;,\n",
       "       &#x27;2009-08-23T03:00:00.000000000&#x27;, &#x27;2009-08-23T04:00:00.000000000&#x27;,\n",
       "       &#x27;2009-08-23T05:00:00.000000000&#x27;, &#x27;2009-08-23T06:00:00.000000000&#x27;,\n",
       "       &#x27;2009-08-23T07:00:00.000000000&#x27;, &#x27;2009-08-23T08:00:00.000000000&#x27;,\n",
       "       &#x27;2009-08-23T09:00:00.000000000&#x27;, &#x27;2009-08-23T10:00:00.000000000&#x27;,\n",
       "       &#x27;2009-08-23T11:00:00.000000000&#x27;, &#x27;2009-08-23T12:00:00.000000000&#x27;,\n",
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       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>s_rho</span></div><div class='xr-var-dims'>(s_rho)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-0.9688 -0.9062 ... -0.03125</div><input id='attrs-a407ce5e-245f-439b-845c-9c7772269cc1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a407ce5e-245f-439b-845c-9c7772269cc1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ac96841b-02e4-4665-8bef-e9c8a0daa4dd' class='xr-var-data-in' type='checkbox'><label for='data-ac96841b-02e4-4665-8bef-e9c8a0daa4dd' 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>field :</span></dt><dd>s_rho, scalar</dd><dt><span>formula_terms :</span></dt><dd>s: s_rho C: Cs_r eta: zeta depth: h depth_c: hc</dd><dt><span>long_name :</span></dt><dd>S-coordinate at RHO-points</dd><dt><span>positive :</span></dt><dd>up</dd><dt><span>standard_name :</span></dt><dd>ocean_s_coordinate_g1</dd><dt><span>valid_max :</span></dt><dd>0.0</dd><dt><span>valid_min :</span></dt><dd>-1.0</dd></dl></div><div class='xr-var-data'><pre>array([-0.96875, -0.90625, -0.84375, -0.78125, -0.71875, -0.65625, -0.59375,\n",
       "       -0.53125, -0.46875, -0.40625, -0.34375, -0.28125, -0.21875, -0.15625,\n",
       "       -0.09375, -0.03125])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>s_w</span></div><div class='xr-var-dims'>(s_w)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-1.0 -0.9375 -0.875 ... -0.0625 0.0</div><input id='attrs-5d31fb05-faf9-4ef1-9488-32209ff46296' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5d31fb05-faf9-4ef1-9488-32209ff46296' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8e766824-4894-40db-9caf-74718eb4202c' class='xr-var-data-in' type='checkbox'><label for='data-8e766824-4894-40db-9caf-74718eb4202c' 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>field :</span></dt><dd>s_w, scalar</dd><dt><span>formula_terms :</span></dt><dd>s: s_w C: Cs_w eta: zeta depth: h depth_c: hc</dd><dt><span>long_name :</span></dt><dd>S-coordinate at W-points</dd><dt><span>positive :</span></dt><dd>up</dd><dt><span>standard_name :</span></dt><dd>ocean_s_coordinate_g1</dd><dt><span>valid_max :</span></dt><dd>0.0</dd><dt><span>valid_min :</span></dt><dd>-1.0</dd></dl></div><div class='xr-var-data'><pre>array([-1.    , -0.9375, -0.875 , -0.8125, -0.75  , -0.6875, -0.625 , -0.5625,\n",
       "       -0.5   , -0.4375, -0.375 , -0.3125, -0.25  , -0.1875, -0.125 , -0.0625,\n",
       "        0.    ])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-29ac6b80-93f0-4e78-9ebd-c881426cf186' class='xr-section-summary-in' type='checkbox'  ><label for='section-29ac6b80-93f0-4e78-9ebd-c881426cf186' class='xr-section-summary' >Data variables: <span>(188)</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>AKs</span></div><div class='xr-var-dims'>(ocean_time, s_w, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 1, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-7d71a2a6-1193-47c5-b013-366dd1ab8050' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7d71a2a6-1193-47c5-b013-366dd1ab8050' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b472acdd-25ad-4a07-b59e-a7699a5084ff' class='xr-var-data-in' type='checkbox'><label for='data-b472acdd-25ad-4a07-b59e-a7699a5084ff' 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>field :</span></dt><dd>AKs, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>salinity vertical diffusion coefficient</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter2 second-1</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                <tbody>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 3.20 GiB </td>\n",
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       "                        <th> Dask graph </th>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Akk_bak</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cbbca411-b06c-4ef6-a762-de817448e71a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cbbca411-b06c-4ef6-a762-de817448e71a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-911d5286-5811-454b-8477-e4fec785f856' class='xr-var-data-in' type='checkbox'><label for='data-911d5286-5811-454b-8477-e4fec785f856' 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>background vertical mixing coefficient for turbulent energy</dd><dt><span>units :</span></dt><dd>meter2 second-1</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Akp_bak</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-02ae9130-861c-43f2-9cf3-1906cf6925f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-02ae9130-861c-43f2-9cf3-1906cf6925f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-24148f41-2a6e-423a-8c1d-a3a4e9f1a771' class='xr-var-data-in' type='checkbox'><label for='data-24148f41-2a6e-423a-8c1d-a3a4e9f1a771' 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>background vertical mixing coefficient for length scale</dd><dt><span>units :</span></dt><dd>meter2 second-1</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Akt_bak</span></div><div class='xr-var-dims'>(tracer)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8,), meta=np.ndarray&gt;</div><input id='attrs-1d291e20-2563-4408-856f-8ad0499f171a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1d291e20-2563-4408-856f-8ad0499f171a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-15ddf8ad-c1df-423e-8732-1fa370dfc774' class='xr-var-data-in' type='checkbox'><label for='data-15ddf8ad-c1df-423e-8732-1fa370dfc774' 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>background vertical mixing coefficient for tracers</dd><dt><span>units :</span></dt><dd>meter2 second-1</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 64 B </td>\n",
       "                        <td> 64 B </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (8,) </td>\n",
       "                        <td> (8,) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"89\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
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       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Akv_bak</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-901d6db6-539f-49dd-8beb-1df5eb2b57de' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-901d6db6-539f-49dd-8beb-1df5eb2b57de' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6479e5e7-9cc2-4366-b3b2-1f518e7c0b22' class='xr-var-data-in' type='checkbox'><label for='data-6479e5e7-9cc2-4366-b3b2-1f518e7c0b22' 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>background vertical mixing coefficient for momentum</dd><dt><span>units :</span></dt><dd>meter2 second-1</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Charnok_alpha</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-826777a7-6dee-4c6f-bf34-320e89e6d69f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-826777a7-6dee-4c6f-bf34-320e89e6d69f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-181f4b31-1d91-46e9-8d49-207b18fd135a' class='xr-var-data-in' type='checkbox'><label for='data-181f4b31-1d91-46e9-8d49-207b18fd135a' 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>Charnok factor for surface roughness</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CrgBan_cw</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-eb6b75b3-4731-4677-a909-226bfa3482a1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-eb6b75b3-4731-4677-a909-226bfa3482a1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-663f536e-918f-43fd-85e1-5bbe4eddcd59' class='xr-var-data-in' type='checkbox'><label for='data-663f536e-918f-43fd-85e1-5bbe4eddcd59' 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>surface flux due to Craig and Banner wave breaking</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Cs_r</span></div><div class='xr-var-dims'>(s_rho)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;</div><input id='attrs-918a2d00-12ad-48bb-8924-289181fdb2a5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-918a2d00-12ad-48bb-8924-289181fdb2a5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-20256ac8-96ad-4629-b5b8-db5762b97b22' class='xr-var-data-in' type='checkbox'><label for='data-20256ac8-96ad-4629-b5b8-db5762b97b22' 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>field :</span></dt><dd>Cs_r, scalar</dd><dt><span>long_name :</span></dt><dd>S-coordinate stretching curves at RHO-points</dd><dt><span>valid_max :</span></dt><dd>0.0</dd><dt><span>valid_min :</span></dt><dd>-1.0</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 128 B </td>\n",
       "                        <td> 8 B </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (16,) </td>\n",
       "                        <td> (1,) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 16 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"85\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
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       "  <line x1=\"105\" y1=\"0\" x2=\"105\" y2=\"35\" />\n",
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       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Cs_w</span></div><div class='xr-var-dims'>(s_w)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;</div><input id='attrs-6826bd4e-6963-4b8b-bed4-baa74c8b9edf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6826bd4e-6963-4b8b-bed4-baa74c8b9edf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-efefda81-3a69-40c2-b4a3-d8f67a36db83' class='xr-var-data-in' type='checkbox'><label for='data-efefda81-3a69-40c2-b4a3-d8f67a36db83' 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>field :</span></dt><dd>Cs_w, scalar</dd><dt><span>long_name :</span></dt><dd>S-coordinate stretching curves at W-points</dd><dt><span>valid_max :</span></dt><dd>0.0</dd><dt><span>valid_min :</span></dt><dd>-1.0</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 136 B </td>\n",
       "                        <td> 8 B </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (17,) </td>\n",
       "                        <td> (1,) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 17 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"85\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
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       "  <line x1=\"105\" y1=\"0\" x2=\"105\" y2=\"35\" />\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Csed</span></div><div class='xr-var-dims'>(NST)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(6,), meta=np.ndarray&gt;</div><input id='attrs-258758a7-4614-48ad-aafb-92bb307a30f2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-258758a7-4614-48ad-aafb-92bb307a30f2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b743a35b-89d2-4586-a96c-2c671bab850e' class='xr-var-data-in' type='checkbox'><label for='data-b743a35b-89d2-4586-a96c-2c671bab850e' 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>sediment concentration used in uniform initial conditions</dd><dt><span>units :</span></dt><dd>kilogram meter-3</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 48 B </td>\n",
       "                        <td> 48 B </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (6,) </td>\n",
       "                        <td> (6,) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "            </table>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Erate</span></div><div class='xr-var-dims'>(NST)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(6,), meta=np.ndarray&gt;</div><input id='attrs-004da5bc-54de-40de-b6f4-b42273bb2a40' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-004da5bc-54de-40de-b6f4-b42273bb2a40' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d23e7f3b-b8fd-4cb3-9444-8cfaab154c6b' class='xr-var-data-in' type='checkbox'><label for='data-d23e7f3b-b8fd-4cb3-9444-8cfaab154c6b' 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>sediment surface layer erosing rate</dd><dt><span>units :</span></dt><dd>kilogram meter-2 second-1</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                        <td> 48 B </td>\n",
       "                        <td> 48 B </td>\n",
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       "                        <td> (6,) </td>\n",
       "                        <td> (6,) </td>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FSobc_in</span></div><div class='xr-var-dims'>(boundary)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(4,), meta=np.ndarray&gt;</div><input id='attrs-115d7159-16bf-48dd-b1b5-c99ca4f7c7fd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-115d7159-16bf-48dd-b1b5-c99ca4f7c7fd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e3606d89-5eaf-4467-be0a-273a501feab0' class='xr-var-data-in' type='checkbox'><label for='data-e3606d89-5eaf-4467-be0a-273a501feab0' 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>free-surface inflow, nudging inverse time scale</dd><dt><span>units :</span></dt><dd>second-1</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
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       "                    <tr>\n",
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       "                        <td> 32 B </td>\n",
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       "                        <td> (4,) </td>\n",
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       "                        <th> Data type </th>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Falpha</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-927835d0-146d-4448-9518-86ee8d9e1b2c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-927835d0-146d-4448-9518-86ee8d9e1b2c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b99e2350-0ad0-459c-8134-22acde7ad46a' class='xr-var-data-in' type='checkbox'><label for='data-b99e2350-0ad0-459c-8134-22acde7ad46a' 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>Power-law shape barotropic filter parameter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Fbeta</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-52f51f0f-3d1f-4c97-8a25-394d64f22693' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-52f51f0f-3d1f-4c97-8a25-394d64f22693' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1794cc01-9cbb-41da-a033-ba2aba7f8230' class='xr-var-data-in' type='checkbox'><label for='data-1794cc01-9cbb-41da-a033-ba2aba7f8230' 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>Power-law shape barotropic filter parameter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Fgamma</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dc53ee82-ae8c-4bae-8c92-6737b7525cb4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dc53ee82-ae8c-4bae-8c92-6737b7525cb4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fefc8a36-c3db-40f1-a881-6fda98e5d96a' class='xr-var-data-in' type='checkbox'><label for='data-fefc8a36-c3db-40f1-a881-6fda98e5d96a' 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>Power-law shape barotropic filter parameter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Hwave</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-ecf3d3ed-7ee0-4f12-8b41-4ac6fe65d9fa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ecf3d3ed-7ee0-4f12-8b41-4ac6fe65d9fa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-43e3968a-b85b-4f64-8871-7e9c68ea309b' class='xr-var-data-in' type='checkbox'><label for='data-43e3968a-b85b-4f64-8871-7e9c68ea309b' 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>field :</span></dt><dd>Hwave, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>wind-induced significant wave height</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
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       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Lm2CLM</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7c9bd34b-0cf1-428b-9078-e84f34860cdc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7c9bd34b-0cf1-428b-9078-e84f34860cdc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-361dd10f-9a0d-44af-9d3e-2e7fbbf2bac1' class='xr-var-data-in' type='checkbox'><label for='data-361dd10f-9a0d-44af-9d3e-2e7fbbf2bac1' 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>flag_meanings :</span></dt><dd>.FALSE. .TRUE.</dd><dt><span>flag_values :</span></dt><dd>[0, 1]</dd><dt><span>long_name :</span></dt><dd>2D momentum climatology processing switch</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Lm3CLM</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-05e513de-6a5d-4795-bbeb-7b9c876d1227' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-05e513de-6a5d-4795-bbeb-7b9c876d1227' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7df61c6b-528c-4693-baec-9df98109581a' class='xr-var-data-in' type='checkbox'><label for='data-7df61c6b-528c-4693-baec-9df98109581a' 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>flag_meanings :</span></dt><dd>.FALSE. .TRUE.</dd><dt><span>flag_values :</span></dt><dd>[0, 1]</dd><dt><span>long_name :</span></dt><dd>3D momentum climatology processing switch</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LnudgeM2CLM</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-57f2a5dd-d37a-41c1-9657-b6837b85d07d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-57f2a5dd-d37a-41c1-9657-b6837b85d07d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4a724446-2160-4a58-bc8c-a21592d62b3f' class='xr-var-data-in' type='checkbox'><label for='data-4a724446-2160-4a58-bc8c-a21592d62b3f' 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>flag_meanings :</span></dt><dd>.FALSE. .TRUE.</dd><dt><span>flag_values :</span></dt><dd>[0, 1]</dd><dt><span>long_name :</span></dt><dd>2D momentum climatology nudging activation switch</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LnudgeM3CLM</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d52fc237-5ce3-4ce9-bd05-b0fa55cc2ad7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d52fc237-5ce3-4ce9-bd05-b0fa55cc2ad7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-56736e85-3ec8-4157-bbd8-e32535e88492' class='xr-var-data-in' type='checkbox'><label for='data-56736e85-3ec8-4157-bbd8-e32535e88492' 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>flag_meanings :</span></dt><dd>.FALSE. .TRUE.</dd><dt><span>flag_values :</span></dt><dd>[0, 1]</dd><dt><span>long_name :</span></dt><dd>3D momentum climatology nudging activation switch</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LnudgeTCLM</span></div><div class='xr-var-dims'>(tracer)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8,), meta=np.ndarray&gt;</div><input id='attrs-cf1ec2a6-dda4-43fd-9aeb-853a8bef9075' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cf1ec2a6-dda4-43fd-9aeb-853a8bef9075' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ee23910f-74c8-4e58-9e89-1c41119a659b' class='xr-var-data-in' type='checkbox'><label for='data-ee23910f-74c8-4e58-9e89-1c41119a659b' 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>flag_meanings :</span></dt><dd>.FALSE. .TRUE.</dd><dt><span>flag_values :</span></dt><dd>[0, 1]</dd><dt><span>long_name :</span></dt><dd>tracer climatology nudging activation switch</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
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       "                        <th> Bytes </th>\n",
       "                        <td> 32 B </td>\n",
       "                        <td> 32 B </td>\n",
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       "                        <th> Shape </th>\n",
       "                        <td> (8,) </td>\n",
       "                        <td> (8,) </td>\n",
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       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> int32 numpy.ndarray </td>\n",
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       "        </td>\n",
       "        <td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LsshCLM</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d65a0323-93cd-49b2-b2b9-48cbd840fc7c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d65a0323-93cd-49b2-b2b9-48cbd840fc7c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6201a739-0b7e-42ea-ba83-3e49dcba1ba1' class='xr-var-data-in' type='checkbox'><label for='data-6201a739-0b7e-42ea-ba83-3e49dcba1ba1' 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>flag_meanings :</span></dt><dd>.FALSE. .TRUE.</dd><dt><span>flag_values :</span></dt><dd>[0, 1]</dd><dt><span>long_name :</span></dt><dd>sea surface height climatology processing switch</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LtracerCLM</span></div><div class='xr-var-dims'>(tracer)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8,), meta=np.ndarray&gt;</div><input id='attrs-a342800e-05e1-4279-a53b-dced16311f9b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a342800e-05e1-4279-a53b-dced16311f9b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f31cb981-a9fb-4f77-89de-612f510f433a' class='xr-var-data-in' type='checkbox'><label for='data-f31cb981-a9fb-4f77-89de-612f510f433a' 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>flag_meanings :</span></dt><dd>.FALSE. .TRUE.</dd><dt><span>flag_values :</span></dt><dd>[0, 1]</dd><dt><span>long_name :</span></dt><dd>tracer climatology processing switch</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
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       "                        <th> Array </th>\n",
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       "                <tbody>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
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       "                        <td> 32 B </td>\n",
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       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
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       "                        <td> (8,) </td>\n",
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       "                    <tr>\n",
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       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> int32 numpy.ndarray </td>\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LtracerSponge</span></div><div class='xr-var-dims'>(tracer)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8,), meta=np.ndarray&gt;</div><input id='attrs-10fd4522-fd15-4c76-a00b-3ba28f5f89c5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-10fd4522-fd15-4c76-a00b-3ba28f5f89c5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cbb92c80-bc54-432c-93f6-2560da8a7d43' class='xr-var-data-in' type='checkbox'><label for='data-cbb92c80-bc54-432c-93f6-2560da8a7d43' 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>flag_meanings :</span></dt><dd>.FALSE. .TRUE.</dd><dt><span>flag_values :</span></dt><dd>[0, 1]</dd><dt><span>long_name :</span></dt><dd>horizontal diffusivity sponge activation switch</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
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       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
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       "                <tbody>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
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       "                        <td> 32 B </td>\n",
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       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> int32 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LtracerSrc</span></div><div class='xr-var-dims'>(tracer)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8,), meta=np.ndarray&gt;</div><input id='attrs-69f22125-812b-4599-88e1-9b4bfddc3bb7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-69f22125-812b-4599-88e1-9b4bfddc3bb7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-afd22e31-67d7-4c08-b8af-2b835954eaea' class='xr-var-data-in' type='checkbox'><label for='data-afd22e31-67d7-4c08-b8af-2b835954eaea' 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>flag_meanings :</span></dt><dd>.FALSE. .TRUE.</dd><dt><span>flag_values :</span></dt><dd>[0, 1]</dd><dt><span>long_name :</span></dt><dd>tracer point sources and sink activation switch</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
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       "                <tbody>\n",
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       "                    <tr>\n",
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       "                        <td> 32 B </td>\n",
       "                        <td> 32 B </td>\n",
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       "                        <td> (8,) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> int32 numpy.ndarray </td>\n",
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       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LuvSponge</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-046e9c68-25bd-475b-a650-1ca756e8d071' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-046e9c68-25bd-475b-a650-1ca756e8d071' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-94670cbf-ce2a-441a-9e85-39fb9f356ce7' class='xr-var-data-in' type='checkbox'><label for='data-94670cbf-ce2a-441a-9e85-39fb9f356ce7' 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>flag_meanings :</span></dt><dd>.FALSE. .TRUE.</dd><dt><span>flag_values :</span></dt><dd>[0, 1]</dd><dt><span>long_name :</span></dt><dd>horizontal viscosity sponge activation switch</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LuvSrc</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-69153d76-03b7-4e3e-9c6e-c346b9fcf27b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-69153d76-03b7-4e3e-9c6e-c346b9fcf27b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-379b3509-3cc3-415a-b727-eb410e4e8ac2' class='xr-var-data-in' type='checkbox'><label for='data-379b3509-3cc3-415a-b727-eb410e4e8ac2' 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>flag_meanings :</span></dt><dd>.FALSE. .TRUE.</dd><dt><span>flag_values :</span></dt><dd>[0, 1]</dd><dt><span>long_name :</span></dt><dd>momentum point sources and sink activation switch</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LwSrc</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-38aab668-9262-4e7a-a7a2-53df58925f50' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-38aab668-9262-4e7a-a7a2-53df58925f50' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-348617f3-754a-44b9-a255-63ec6e50fc71' class='xr-var-data-in' type='checkbox'><label for='data-348617f3-754a-44b9-a255-63ec6e50fc71' 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>flag_meanings :</span></dt><dd>.FALSE. .TRUE.</dd><dt><span>flag_values :</span></dt><dd>[0, 1]</dd><dt><span>long_name :</span></dt><dd>mass point sources and sink activation switch</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Lwave</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-dd1c64ea-8588-453e-82bf-35f8fc5a43a9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dd1c64ea-8588-453e-82bf-35f8fc5a43a9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-08a41cda-3480-4b98-8560-c74ce541d8fc' class='xr-var-data-in' type='checkbox'><label for='data-08a41cda-3480-4b98-8560-c74ce541d8fc' 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>field :</span></dt><dd>Lwave, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>wind-induced mean wavelength</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                <tbody>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>M2nudg</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-13d4bb38-cca5-49db-8bb7-c4ad41cfb250' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-13d4bb38-cca5-49db-8bb7-c4ad41cfb250' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2ba6a162-97c8-4962-98ed-7878396454ae' class='xr-var-data-in' type='checkbox'><label for='data-2ba6a162-97c8-4962-98ed-7878396454ae' 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>2D momentum nudging/relaxation inverse time scale</dd><dt><span>units :</span></dt><dd>day-1</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>M2obc_in</span></div><div class='xr-var-dims'>(boundary)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(4,), meta=np.ndarray&gt;</div><input id='attrs-db7861e2-0da5-48ac-b1d3-639ea14dd08f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-db7861e2-0da5-48ac-b1d3-639ea14dd08f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-82f8f224-d825-438d-a0ca-bc4c2cc64154' class='xr-var-data-in' type='checkbox'><label for='data-82f8f224-d825-438d-a0ca-bc4c2cc64154' 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>2D momentum inflow, nudging inverse time scale</dd><dt><span>units :</span></dt><dd>second-1</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
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       "                        <th> Array </th>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 32 B </td>\n",
       "                        <td> 32 B </td>\n",
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       "                        <td> (4,) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>M2obc_out</span></div><div class='xr-var-dims'>(boundary)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(4,), meta=np.ndarray&gt;</div><input id='attrs-45bec79b-9009-4fde-bdba-270ed4907c7c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-45bec79b-9009-4fde-bdba-270ed4907c7c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-18880168-a0c3-439b-92c2-95c54dd2de2a' class='xr-var-data-in' type='checkbox'><label for='data-18880168-a0c3-439b-92c2-95c54dd2de2a' 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>2D momentum outflow, nudging inverse time scale</dd><dt><span>units :</span></dt><dd>second-1</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
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       "                <tbody>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 32 B </td>\n",
       "                        <td> 32 B </td>\n",
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       "                        <td> (4,) </td>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>M3nudg</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-498bf084-a1b7-4e50-8eec-59785df60f24' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-498bf084-a1b7-4e50-8eec-59785df60f24' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fbaa31c2-748e-425b-9a7c-cf74fea90d17' class='xr-var-data-in' type='checkbox'><label for='data-fbaa31c2-748e-425b-9a7c-cf74fea90d17' 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>3D momentum nudging/relaxation inverse time scale</dd><dt><span>units :</span></dt><dd>day-1</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>M3obc_in</span></div><div class='xr-var-dims'>(boundary)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(4,), meta=np.ndarray&gt;</div><input id='attrs-6ac83914-f924-45cc-931a-cb87e621e9f8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6ac83914-f924-45cc-931a-cb87e621e9f8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ecef5161-7edf-446d-b6d8-803c646185ee' class='xr-var-data-in' type='checkbox'><label for='data-ecef5161-7edf-446d-b6d8-803c646185ee' 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>3D momentum inflow, nudging inverse time scale</dd><dt><span>units :</span></dt><dd>second-1</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
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       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 32 B </td>\n",
       "                        <td> 32 B </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (4,) </td>\n",
       "                        <td> (4,) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "        </td>\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>M3obc_out</span></div><div class='xr-var-dims'>(boundary)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(4,), meta=np.ndarray&gt;</div><input id='attrs-9a7f8147-c56f-4726-89af-a8b1bc02dc1a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9a7f8147-c56f-4726-89af-a8b1bc02dc1a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-38683fb6-bcaf-4dba-ad9a-905b0b8e242c' class='xr-var-data-in' type='checkbox'><label for='data-38683fb6-bcaf-4dba-ad9a-905b0b8e242c' 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>3D momentum outflow, nudging inverse time scale</dd><dt><span>units :</span></dt><dd>second-1</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 32 B </td>\n",
       "                        <td> 32 B </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (4,) </td>\n",
       "                        <td> (4,) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
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       "            </table>\n",
       "        </td>\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Pwave_bot</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-8c470e26-0867-44b7-8297-4dd34214593e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8c470e26-0867-44b7-8297-4dd34214593e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-88ef50b6-bc31-4337-b3eb-5c08cca45bfc' class='xr-var-data-in' type='checkbox'><label for='data-88ef50b6-bc31-4337-b3eb-5c08cca45bfc' 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>field :</span></dt><dd>Pwave_bot, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>wind-induced bottom wave Period</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>second</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
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       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
       "                        <td> 24.12 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (168, 336, 896) </td>\n",
       "                        <td> (168, 168, 224) </td>\n",
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       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Sd50</span></div><div class='xr-var-dims'>(NST)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(6,), meta=np.ndarray&gt;</div><input id='attrs-8c0514c7-2ec8-4ab9-acb8-a8158fee6f1c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8c0514c7-2ec8-4ab9-acb8-a8158fee6f1c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cd6a0b0b-63f7-48f7-8be8-819e3d7dbbea' class='xr-var-data-in' type='checkbox'><label for='data-cd6a0b0b-63f7-48f7-8be8-819e3d7dbbea' 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>median sediment grain diameter used in uniform initial conditions</dd><dt><span>units :</span></dt><dd>millimeter</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                        <td> 48 B </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Srho</span></div><div class='xr-var-dims'>(NST)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(6,), meta=np.ndarray&gt;</div><input id='attrs-6819d6b3-c79b-4b85-af99-8785b78dc742' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6819d6b3-c79b-4b85-af99-8785b78dc742' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9daf08d2-a843-4d66-b664-c1286763c0fe' class='xr-var-data-in' type='checkbox'><label for='data-9daf08d2-a843-4d66-b664-c1286763c0fe' 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>sediment grain density used in uniform initial conditions</dd><dt><span>units :</span></dt><dd>kilogram meter-3</dd></dl></div><div class='xr-var-data'><table>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Tcline</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-124fd06f-2386-42c6-9808-90626551ae14' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-124fd06f-2386-42c6-9808-90626551ae14' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a8ad1645-7c90-4a07-9290-42ae7c4ea842' class='xr-var-data-in' type='checkbox'><label for='data-a8ad1645-7c90-4a07-9290-42ae7c4ea842' 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>S-coordinate surface/bottom layer width</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Tnudg</span></div><div class='xr-var-dims'>(tracer)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8,), meta=np.ndarray&gt;</div><input id='attrs-6651ef4e-a8b1-4302-80a0-d6b763a02ef9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6651ef4e-a8b1-4302-80a0-d6b763a02ef9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-959d97d7-d8e1-48a8-b1cf-8474d3d14e68' class='xr-var-data-in' type='checkbox'><label for='data-959d97d7-d8e1-48a8-b1cf-8474d3d14e68' 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>Tracers nudging/relaxation inverse time scale</dd><dt><span>units :</span></dt><dd>day-1</dd></dl></div><div class='xr-var-data'><table>\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Tnudg_SSS</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-28281ef2-584f-46e7-89df-05d4e726da03' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-28281ef2-584f-46e7-89df-05d4e726da03' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-99c83875-a769-447e-a37a-1cdf13c065ac' class='xr-var-data-in' type='checkbox'><label for='data-99c83875-a769-447e-a37a-1cdf13c065ac' 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>SSS nudging/relaxation inverse time scale</dd><dt><span>units :</span></dt><dd>day-1</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Tobc_in</span></div><div class='xr-var-dims'>(boundary, tracer)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(4, 8), meta=np.ndarray&gt;</div><input id='attrs-cba94b55-99e2-4725-8909-7af04ddf49f2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cba94b55-99e2-4725-8909-7af04ddf49f2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-77ea9ceb-0f29-4d83-b778-d727222e0da0' class='xr-var-data-in' type='checkbox'><label for='data-77ea9ceb-0f29-4d83-b778-d727222e0da0' 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>tracers inflow, nudging inverse time scale</dd><dt><span>units :</span></dt><dd>second-1</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
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       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 256 B </td>\n",
       "                        <td> 256 B </td>\n",
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       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (4, 8) </td>\n",
       "                        <td> (4, 8) </td>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Tobc_out</span></div><div class='xr-var-dims'>(boundary, tracer)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(4, 8), meta=np.ndarray&gt;</div><input id='attrs-fb5bddc3-fe20-4518-b290-9ac0f21b71e8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fb5bddc3-fe20-4518-b290-9ac0f21b71e8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7ec393fd-bb12-4fb2-8c8c-e4309bf0e123' class='xr-var-data-in' type='checkbox'><label for='data-7ec393fd-bb12-4fb2-8c8c-e4309bf0e123' 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>tracers outflow, nudging inverse time scale</dd><dt><span>units :</span></dt><dd>second-1</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                <tbody>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 256 B </td>\n",
       "                        <td> 256 B </td>\n",
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       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
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       "                        <td> (4, 8) </td>\n",
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       "                    <tr>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Uwave_rms</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-054ceaf0-c925-4515-8bf9-060959c9e130' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-054ceaf0-c925-4515-8bf9-060959c9e130' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-de49bdd4-26de-40a4-afb7-8163506923a0' class='xr-var-data-in' type='checkbox'><label for='data-de49bdd4-26de-40a4-afb7-8163506923a0' 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>field :</span></dt><dd>Uwave_rms, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>wind-induced bottom orbital velocity</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter second-1</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Vstretching</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b0e1a48b-fdc8-4d07-9f34-3ba7038e9ae6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b0e1a48b-fdc8-4d07-9f34-3ba7038e9ae6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0db43659-96d0-40d1-b864-43aecf196e7e' class='xr-var-data-in' type='checkbox'><label for='data-0db43659-96d0-40d1-b864-43aecf196e7e' 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>vertical terrain-following stretching function</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Vtransform</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9db99e97-f958-4f7d-96e9-c9451537891b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9db99e97-f958-4f7d-96e9-c9451537891b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-47312b6e-38c6-40d1-8aee-b9d2d0c8b786' class='xr-var-data-in' type='checkbox'><label for='data-47312b6e-38c6-40d1-8aee-b9d2d0c8b786' 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>vertical terrain-following transformation equation</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Vwind</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-424c4aea-743c-404c-b4fb-4e1fffdc2cf1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-424c4aea-743c-404c-b4fb-4e1fffdc2cf1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-21ad46a2-22ac-466d-b8da-6f6a9c9e8b24' class='xr-var-data-in' type='checkbox'><label for='data-21ad46a2-22ac-466d-b8da-6f6a9c9e8b24' 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>field :</span></dt><dd>v-wind, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>surface v-wind component</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter second-1</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
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       "                    <tr>\n",
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       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
       "                        <td> 24.12 MiB </td>\n",
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       "                        <th> Shape </th>\n",
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       "                        <td> (168, 168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Wsed</span></div><div class='xr-var-dims'>(NST)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(6,), meta=np.ndarray&gt;</div><input id='attrs-7aece27a-687d-4ac7-87f4-2aa3b5eaea29' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7aece27a-687d-4ac7-87f4-2aa3b5eaea29' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d03602bb-f8be-4345-92de-a7f5091f091e' class='xr-var-data-in' type='checkbox'><label for='data-d03602bb-f8be-4345-92de-a7f5091f091e' 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>sediment particle settling velocity</dd><dt><span>units :</span></dt><dd>meter second-1</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                        <td> 48 B </td>\n",
       "                        <td> 48 B </td>\n",
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       "                        <td> (6,) </td>\n",
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       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Znudg</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b839fc37-3339-449e-a4fe-72d008982ebd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b839fc37-3339-449e-a4fe-72d008982ebd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f507e144-3388-4563-9458-e2aa77a029e5' class='xr-var-data-in' type='checkbox'><label for='data-f507e144-3388-4563-9458-e2aa77a029e5' 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>free-surface nudging/relaxation inverse time scale</dd><dt><span>units :</span></dt><dd>day-1</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Zo_app</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-55867e6b-e44b-48ac-b2de-f2f278a2e0d2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-55867e6b-e44b-48ac-b2de-f2f278a2e0d2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5f3879e6-9385-4f16-8719-989b2fdeb577' class='xr-var-data-in' type='checkbox'><label for='data-5f3879e6-9385-4f16-8719-989b2fdeb577' 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>field :</span></dt><dd>Zo_app, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>apparent bottom roughness length</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                <tbody>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
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       "                    <tr>\n",
       "                        <th> Shape </th>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Zo_def</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-5b472f72-dece-4015-9323-987ecfb463d4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5b472f72-dece-4015-9323-987ecfb463d4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a01c236b-e961-4668-9a30-184e7eea0dbd' class='xr-var-data-in' type='checkbox'><label for='data-a01c236b-e961-4668-9a30-184e7eea0dbd' 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>field :</span></dt><dd>Zo_def, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>default bottom roughness length</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
       "                        <td> 24.12 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (168, 336, 896) </td>\n",
       "                        <td> (168, 168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Zob</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-584273a9-3314-421f-af8a-4a36714d469a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-584273a9-3314-421f-af8a-4a36714d469a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-791a1c4a-0397-4eeb-a2b1-7748bac5a9fb' class='xr-var-data-in' type='checkbox'><label for='data-791a1c4a-0397-4eeb-a2b1-7748bac5a9fb' 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>bottom roughness</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Zos</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-992ed10c-aeba-4743-a243-9131578e7fe2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-992ed10c-aeba-4743-a243-9131578e7fe2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d7167c6d-be6b-473c-91cf-a13ea1155cc5' class='xr-var-data-in' type='checkbox'><label for='data-d7167c6d-be6b-473c-91cf-a13ea1155cc5' 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>surface roughness</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Zos_hsig_alpha</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b74e9e0d-9e3f-40ab-84e2-0a91830b5a33' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b74e9e0d-9e3f-40ab-84e2-0a91830b5a33' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f3456919-66de-4d78-82c5-469812a84fc8' class='xr-var-data-in' type='checkbox'><label for='data-f3456919-66de-4d78-82c5-469812a84fc8' 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>wave amplitude factor for surface roughness</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>active_layer_thickness</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-2b745a98-ff1e-4c31-ac2c-029959a9857b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2b745a98-ff1e-4c31-ac2c-029959a9857b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b65748f3-9df3-47ad-b838-721b6383d55d' class='xr-var-data-in' type='checkbox'><label for='data-b65748f3-9df3-47ad-b838-721b6383d55d' 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>field :</span></dt><dd>active_layer_thickness, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>active layer thickness</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
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       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
       "                        <td> 24.12 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (168, 336, 896) </td>\n",
       "                        <td> (168, 168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "                </tbody>\n",
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       "        </td>\n",
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       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.30 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
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       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bed_age</span></div><div class='xr-var-dims'>(ocean_time, Nbed, eta_rho, xi_rho)</div><div class='xr-var-dtype'>timedelta64[ns]</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 1, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-1c6286bd-ffe9-4803-aa97-d3c51e72bcee' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1c6286bd-ffe9-4803-aa97-d3c51e72bcee' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1ee3217a-060e-498f-b615-fa120fd37135' class='xr-var-data-in' type='checkbox'><label for='data-1ee3217a-060e-498f-b615-fa120fd37135' 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>field :</span></dt><dd>bed_age, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>sediment layer age</dd><dt><span>time :</span></dt><dd>ocean_time</dd></dl></div><div class='xr-var-data'><table>\n",
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       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
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       "                    <tr>\n",
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       "                        <th> Shape </th>\n",
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       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> timedelta64[ns] numpy.ndarray </td>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bed_thickness</span></div><div class='xr-var-dims'>(ocean_time, Nbed, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 1, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-a61b96b4-53fa-4fc9-ba8e-13ac8bd89f08' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a61b96b4-53fa-4fc9-ba8e-13ac8bd89f08' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8474a311-d567-4435-8f56-68c182c1ec39' class='xr-var-data-in' type='checkbox'><label for='data-8474a311-d567-4435-8f56-68c182c1ec39' 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>field :</span></dt><dd>bed_thickness, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>sediment bed layer thickness</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><table>\n",
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       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bedload_coeff</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a90ecb2d-dbd5-4b23-9e8d-eb716c747593' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a90ecb2d-dbd5-4b23-9e8d-eb716c747593' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c41f96ec-545a-4655-a4ba-5cc21284b295' class='xr-var-data-in' type='checkbox'><label for='data-c41f96ec-545a-4655-a4ba-5cc21284b295' 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>bedload transport rate coefficient</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bstrcwmax</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-f81219d4-b202-494e-a805-9237af0e1583' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f81219d4-b202-494e-a805-9237af0e1583' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-200004f4-5493-40c7-b8f4-5686c0fedb43' class='xr-var-data-in' type='checkbox'><label for='data-200004f4-5493-40c7-b8f4-5686c0fedb43' 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>field :</span></dt><dd>bstrcwmax, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>max wave and current bottom stress magnitude</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>newton meter-2</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
       "                        <td> 24.12 MiB </td>\n",
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       "                    <tr>\n",
       "                        <th> Shape </th>\n",
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       "                        <td> (168, 168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
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       "                    <tr>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bvstrc</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-9075b1f2-d2b7-42ae-95a4-332af3c69e37' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9075b1f2-d2b7-42ae-95a4-332af3c69e37' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fcaa4ace-d0bb-4f6e-8258-6e45d9097195' class='xr-var-data-in' type='checkbox'><label for='data-fcaa4ace-d0bb-4f6e-8258-6e45d9097195' 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>field :</span></dt><dd>bottom v-momentum stress, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>current-induced, bottom v-momentum stress</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>newton meter-2</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
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       "                    <tr>\n",
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       "                        <th> Array </th>\n",
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       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
       "                        <td> 24.12 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (168, 336, 896) </td>\n",
       "                        <td> (168, 168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bvstrw</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-2ad3187b-bb1f-4472-9a7d-ad152eb898ff' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2ad3187b-bb1f-4472-9a7d-ad152eb898ff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c365da0d-32df-4cc1-abbd-df4264ce2176' class='xr-var-data-in' type='checkbox'><label for='data-c365da0d-32df-4cc1-abbd-df4264ce2176' 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>field :</span></dt><dd>bottom v-wave stress, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>wind-induced, bottom v-momentum stress</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>newton meter-2</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
       "                        <td> 24.12 MiB </td>\n",
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       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
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       "                        <td> (168, 168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>deflate</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7838a7d8-0970-4af7-af47-6e9dc091480b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7838a7d8-0970-4af7-af47-6e9dc091480b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1528777d-5fc7-47b1-a237-1db1feb891ff' class='xr-var-data-in' type='checkbox'><label for='data-1528777d-5fc7-47b1-a237-1db1feb891ff' 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>NetCDF-4/HDF5 file format deflate filer flag</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>deflate_level</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-77e222b4-66e8-457a-80fe-f01e9911b777' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-77e222b4-66e8-457a-80fe-f01e9911b777' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ab16c555-866e-45aa-a4dc-d0f27bdade11' class='xr-var-data-in' type='checkbox'><label for='data-ab16c555-866e-45aa-a4dc-d0f27bdade11' 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>NetCDF-4/HDF5 file format deflate level parameter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dep_net</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-519baff0-13e1-4cba-a36f-313d010e4344' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-519baff0-13e1-4cba-a36f-313d010e4344' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-616a07ab-73d9-4341-a895-38c990771050' class='xr-var-data-in' type='checkbox'><label for='data-616a07ab-73d9-4341-a895-38c990771050' 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>field :</span></dt><dd>dep_net, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>erosion or deposition</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                <tbody>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
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       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dt</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f14a258d-7da9-4504-b51f-48ac83b8800f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f14a258d-7da9-4504-b51f-48ac83b8800f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fa8cd03b-0acf-440a-937a-cfa523d3c4d6' class='xr-var-data-in' type='checkbox'><label for='data-fa8cd03b-0acf-440a-937a-cfa523d3c4d6' 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>size of long time-steps</dd><dt><span>units :</span></dt><dd>second</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dtfast</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e72c13fc-ef5f-46f6-969c-819e5037f5a8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e72c13fc-ef5f-46f6-969c-819e5037f5a8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-420a6405-736e-4512-8b68-3c5c3fd3f232' class='xr-var-data-in' type='checkbox'><label for='data-420a6405-736e-4512-8b68-3c5c3fd3f232' 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>size of short time-steps</dd><dt><span>units :</span></dt><dd>second</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>el</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bcdaed7c-3e6f-432f-9126-e4c8644cd9ba' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bcdaed7c-3e6f-432f-9126-e4c8644cd9ba' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-06c5cdf5-43c4-4db1-b1bf-9267b0443999' class='xr-var-data-in' type='checkbox'><label for='data-06c5cdf5-43c4-4db1-b1bf-9267b0443999' 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>domain length in the ETA-direction</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>erosion_stress</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-4b73ec53-f036-4629-b16f-61ab863ffaae' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4b73ec53-f036-4629-b16f-61ab863ffaae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-251571dd-1d43-4d7e-9991-375ca5b27001' class='xr-var-data-in' type='checkbox'><label for='data-251571dd-1d43-4d7e-9991-375ca5b27001' 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>field :</span></dt><dd>erosion_stress, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>sediment median critical erosion stress</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>newton meter-2</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
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       "                    <tr>\n",
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       "                        <th> Chunk </th>\n",
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       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
       "                        <td> 24.12 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
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       "                        <td> (168, 168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>evaporation</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-a896564e-7baa-4373-8163-7cc14200e175' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a896564e-7baa-4373-8163-7cc14200e175' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-739e3c5a-090b-417b-a61e-0bb6ec29752e' class='xr-var-data-in' type='checkbox'><label for='data-739e3c5a-090b-417b-a61e-0bb6ec29752e' 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>field :</span></dt><dd>evaporation, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>evaporation rate</dd><dt><span>negative_value :</span></dt><dd>downward flux, freshening (condensation)</dd><dt><span>positive_value :</span></dt><dd>upward flux, salting (evaporation)</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>kilogram meter-2 second-1</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
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       "                    <tr>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>f</span></div><div class='xr-var-dims'>(eta_rho, xi_rho)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-5a2058e5-ca6c-4b84-b590-b52e8293a276' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5a2058e5-ca6c-4b84-b590-b52e8293a276' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-47ef2fff-f360-4aeb-b678-279ba589e829' class='xr-var-data-in' type='checkbox'><label for='data-47ef2fff-f360-4aeb-b678-279ba589e829' 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>field :</span></dt><dd>coriolis, scalar</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>Coriolis parameter at RHO-points</dd><dt><span>units :</span></dt><dd>second-1</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                        <th> Bytes </th>\n",
       "                        <td> 2.30 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
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       "                    \n",
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       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
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       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gamma2</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d65ee446-92d3-4a92-8ca1-3aba4eb7fe89' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d65ee446-92d3-4a92-8ca1-3aba4eb7fe89' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2fb0b510-df95-4a5d-93ec-ddc7f2d9b386' class='xr-var-data-in' type='checkbox'><label for='data-2fb0b510-df95-4a5d-93ec-ddc7f2d9b386' 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>slipperiness parameter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gls_Kmin</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f65b0529-2849-4047-8ce0-4d228e319059' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f65b0529-2849-4047-8ce0-4d228e319059' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-97e3975d-9b96-4c78-aa71-26d1f91ecbec' class='xr-var-data-in' type='checkbox'><label for='data-97e3975d-9b96-4c78-aa71-26d1f91ecbec' 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>minimum value of specific turbulent kinetic energy</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gls_Pmin</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8e51611e-62de-433c-baae-2a46fb1ce908' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8e51611e-62de-433c-baae-2a46fb1ce908' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-366e660b-0818-4db7-9a55-46becc8e6de4' class='xr-var-data-in' type='checkbox'><label for='data-366e660b-0818-4db7-9a55-46becc8e6de4' 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>minimum Value of dissipation</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gls_c1</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ea0725e9-e40f-47fd-9823-0de30274b99b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ea0725e9-e40f-47fd-9823-0de30274b99b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3b451d1d-78d7-4721-8195-3192a8a71455' class='xr-var-data-in' type='checkbox'><label for='data-3b451d1d-78d7-4721-8195-3192a8a71455' 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>shear production coefficient</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gls_c2</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-aa29825e-074e-4f27-b1e9-f4cd7c1cd22b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aa29825e-074e-4f27-b1e9-f4cd7c1cd22b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-126afd1c-0b0a-482f-a7dc-e7a8fedd88c1' class='xr-var-data-in' type='checkbox'><label for='data-126afd1c-0b0a-482f-a7dc-e7a8fedd88c1' 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>dissipation coefficient</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gls_c3m</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-21c05ac2-642e-4f69-8cfe-dea3dfc059ee' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-21c05ac2-642e-4f69-8cfe-dea3dfc059ee' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-81d7f1ea-74b9-4194-a4c9-e55afba5e042' class='xr-var-data-in' type='checkbox'><label for='data-81d7f1ea-74b9-4194-a4c9-e55afba5e042' 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>buoyancy production coefficient (minus)</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gls_c3p</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c9c5fe94-457e-4b55-a414-25d2ce6a2e52' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c9c5fe94-457e-4b55-a414-25d2ce6a2e52' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-013c983c-c052-4c48-84ac-70c134a27f30' class='xr-var-data-in' type='checkbox'><label for='data-013c983c-c052-4c48-84ac-70c134a27f30' 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>buoyancy production coefficient (plus)</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gls_cmu0</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9b3e221f-070f-4af6-ba9f-2f1c1fa70528' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9b3e221f-070f-4af6-ba9f-2f1c1fa70528' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-15c86c68-0cdd-4146-997b-5766e3f24f1c' class='xr-var-data-in' type='checkbox'><label for='data-15c86c68-0cdd-4146-997b-5766e3f24f1c' 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>stability coefficient</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gls_m</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cbffde85-9a8a-4eb3-92b0-c823862894ca' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cbffde85-9a8a-4eb3-92b0-c823862894ca' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6c449949-2bc3-4b89-9fe3-e3ef047d62e2' class='xr-var-data-in' type='checkbox'><label for='data-6c449949-2bc3-4b89-9fe3-e3ef047d62e2' 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>turbulent kinetic energy exponent</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gls_n</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-069376bc-9b7f-4a59-919d-df2b73ddb2a1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-069376bc-9b7f-4a59-919d-df2b73ddb2a1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f52fe876-21fb-49f7-94d6-617a3c2c1bb8' class='xr-var-data-in' type='checkbox'><label for='data-f52fe876-21fb-49f7-94d6-617a3c2c1bb8' 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>turbulent length scale exponent</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gls_p</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-01862b2f-6553-4ce1-9372-9944adfeb469' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-01862b2f-6553-4ce1-9372-9944adfeb469' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-813b8bf5-9069-4574-bfca-16a7875a926c' class='xr-var-data-in' type='checkbox'><label for='data-813b8bf5-9069-4574-bfca-16a7875a926c' 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>stability exponent</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gls_sigk</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-954c658f-df02-4db3-8eb6-2ce5f66e9dfe' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-954c658f-df02-4db3-8eb6-2ce5f66e9dfe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2220f708-f8d2-4797-a57d-2d4ee0c0bdcb' class='xr-var-data-in' type='checkbox'><label for='data-2220f708-f8d2-4797-a57d-2d4ee0c0bdcb' 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>constant Schmidt number for TKE</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gls_sigp</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c79b938d-ba27-4649-ae0e-4dde8cd0eecd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c79b938d-ba27-4649-ae0e-4dde8cd0eecd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ed727cae-545f-499e-820f-b1dab1c879ab' class='xr-var-data-in' type='checkbox'><label for='data-ed727cae-545f-499e-820f-b1dab1c879ab' 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>constant Schmidt number for PSI</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>grain_density</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-14015703-7401-4c81-b441-be411571124d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-14015703-7401-4c81-b441-be411571124d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1c321d7b-2cea-496a-9fa7-896067afb9b2' class='xr-var-data-in' type='checkbox'><label for='data-1c321d7b-2cea-496a-9fa7-896067afb9b2' 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>field :</span></dt><dd>grain_density, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>sediment median grain density</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>kilogram meter3</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
       "                        <td> 24.12 MiB </td>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
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       "                        <th> Data type </th>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>grain_diameter</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-94e78985-2106-4411-9fbb-13c088d78463' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-94e78985-2106-4411-9fbb-13c088d78463' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d6727d41-8fff-4266-959e-22ec8fac5025' class='xr-var-data-in' type='checkbox'><label for='data-d6727d41-8fff-4266-959e-22ec8fac5025' 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>field :</span></dt><dd>grain_diameter, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>sediment median grain diameter size</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
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       "                    <tr>\n",
       "                        <th> Shape </th>\n",
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       "                        <td> (168, 168, 224) </td>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>grid</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9fe2c1ce-62db-4d1e-a360-0e2b4e03128f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9fe2c1ce-62db-4d1e-a360-0e2b4e03128f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a5909a2-c0c8-489a-8d65-ec8580492dc0' class='xr-var-data-in' type='checkbox'><label for='data-8a5909a2-c0c8-489a-8d65-ec8580492dc0' 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>cf_role :</span></dt><dd>grid_topology</dd><dt><span>edge1_coordinates :</span></dt><dd>lon_u lat_u</dd><dt><span>edge1_dimensions :</span></dt><dd>xi_u: xi_psi eta_u: eta_psi (padding: both)</dd><dt><span>edge2_coordinates :</span></dt><dd>lon_v lat_v</dd><dt><span>edge2_dimensions :</span></dt><dd>xi_v: xi_psi (padding: both) eta_v: eta_psi</dd><dt><span>face_coordinates :</span></dt><dd>lon_rho lat_rho</dd><dt><span>face_dimensions :</span></dt><dd>xi_rho: xi_psi (padding: both) eta_rho: eta_psi (padding: both)</dd><dt><span>node_coordinates :</span></dt><dd>lon_psi lat_psi</dd><dt><span>node_dimensions :</span></dt><dd>xi_psi eta_psi</dd><dt><span>topology_dimension :</span></dt><dd>2</dd><dt><span>vertical_dimensions :</span></dt><dd>s_rho: s_w (padding: none)</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>h</span></div><div class='xr-var-dims'>(eta_rho, xi_rho)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-1ab7cc65-7d5a-476f-b8b8-73510e1c4f7f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1ab7cc65-7d5a-476f-b8b8-73510e1c4f7f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f4adff24-bd5a-4e30-a013-fc3d9a74578a' class='xr-var-data-in' type='checkbox'><label for='data-f4adff24-bd5a-4e30-a013-fc3d9a74578a' 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>field :</span></dt><dd>bath, scalar</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>bathymetry at RHO-points</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                        <td> </td>\n",
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       "                <tbody>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.30 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
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       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hc</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-00a212c6-79ee-4451-a556-8c28b9de2aaa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-00a212c6-79ee-4451-a556-8c28b9de2aaa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eb62d458-82f2-4823-9d18-45c77a26dd44' class='xr-var-data-in' type='checkbox'><label for='data-eb62d458-82f2-4823-9d18-45c77a26dd44' 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>S-coordinate parameter, critical depth</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>latent</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-b9f38025-41b0-4e95-a93f-8ba68362f685' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b9f38025-41b0-4e95-a93f-8ba68362f685' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e8ab05fd-6c86-4b4d-92ec-7bc627182350' class='xr-var-data-in' type='checkbox'><label for='data-e8ab05fd-6c86-4b4d-92ec-7bc627182350' 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>field :</span></dt><dd>latent heat flux, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>net latent heat flux</dd><dt><span>negative_value :</span></dt><dd>upward flux, cooling</dd><dt><span>positive_value :</span></dt><dd>downward flux, heating</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>watt meter-2</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
       "                        <td> 24.12 MiB </td>\n",
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       "                    <tr>\n",
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       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lwrad</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-6b1359da-ee24-498b-bdb4-26e5c8667236' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6b1359da-ee24-498b-bdb4-26e5c8667236' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-83dbeefe-546a-434e-83d4-24e660fd2282' class='xr-var-data-in' type='checkbox'><label for='data-83dbeefe-546a-434e-83d4-24e660fd2282' 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>field :</span></dt><dd>longwave radiation, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>net longwave radiation flux</dd><dt><span>negative_value :</span></dt><dd>upward flux, cooling</dd><dt><span>positive_value :</span></dt><dd>downward flux, heating</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>watt meter-2</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
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       "                    <tr>\n",
       "                        <th> Shape </th>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mask_psi</span></div><div class='xr-var-dims'>(eta_psi, xi_psi)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-85c5cde6-f119-40e1-9118-1d4c20abbbf1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-85c5cde6-f119-40e1-9118-1d4c20abbbf1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-92a4b6e9-8568-4669-ae59-ddf6ae6481c8' class='xr-var-data-in' type='checkbox'><label for='data-92a4b6e9-8568-4669-ae59-ddf6ae6481c8' 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>flag_meanings :</span></dt><dd>land water</dd><dt><span>flag_values :</span></dt><dd>[0.0, 1.0]</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>mask on psi-points</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.29 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (335, 895) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
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       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mask_rho</span></div><div class='xr-var-dims'>(eta_rho, xi_rho)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-c11005c4-0643-4ee0-abf7-ee26f8579702' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c11005c4-0643-4ee0-abf7-ee26f8579702' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-888f8ba8-c2b9-4434-a505-fcaffa8e430a' class='xr-var-data-in' type='checkbox'><label for='data-888f8ba8-c2b9-4434-a505-fcaffa8e430a' 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>flag_meanings :</span></dt><dd>land water</dd><dt><span>flag_values :</span></dt><dd>[0.0, 1.0]</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>mask on RHO-points</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.30 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (336, 896) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"95\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
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       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mask_u</span></div><div class='xr-var-dims'>(eta_u, xi_u)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-a071c9b6-faca-4b67-a40b-a09bf19be789' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a071c9b6-faca-4b67-a40b-a09bf19be789' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-35b920c2-2c2f-47c3-a98f-2b55e64ce8d9' class='xr-var-data-in' type='checkbox'><label for='data-35b920c2-2c2f-47c3-a98f-2b55e64ce8d9' 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>flag_meanings :</span></dt><dd>land water</dd><dt><span>flag_values :</span></dt><dd>[0.0, 1.0]</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>edge1</dd><dt><span>long_name :</span></dt><dd>mask on U-points</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.29 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (336, 895) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"95\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
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       "\n",
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       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"45\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"30\" y1=\"0\" x2=\"30\" y2=\"45\" />\n",
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       "  <!-- Text -->\n",
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       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mask_v</span></div><div class='xr-var-dims'>(eta_v, xi_v)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-e096f915-a629-4168-82e4-e9c45b4296a4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e096f915-a629-4168-82e4-e9c45b4296a4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-90c4386e-0ad8-472f-a0a6-8fbb0b1b4b8f' class='xr-var-data-in' type='checkbox'><label for='data-90c4386e-0ad8-472f-a0a6-8fbb0b1b4b8f' 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>flag_meanings :</span></dt><dd>land water</dd><dt><span>flag_values :</span></dt><dd>[0.0, 1.0]</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>edge2</dd><dt><span>long_name :</span></dt><dd>mask on V-points</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.29 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (335, 896) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
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       "\n",
       "  <!-- Horizontal lines -->\n",
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       "\n",
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       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"44\" style=\"stroke-width:2\" />\n",
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       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"64.866071\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >896</text>\n",
       "  <text x=\"140.000000\" y=\"22.433036\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,140.000000,22.433036)\">335</text>\n",
       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>minlayer_thick</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-854d5fe6-7fcc-4656-be34-eda811350f77' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-854d5fe6-7fcc-4656-be34-eda811350f77' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-74d4b5a1-4dc0-4662-b3c4-8cbdadc37d51' class='xr-var-data-in' type='checkbox'><label for='data-74d4b5a1-4dc0-4662-b3c4-8cbdadc37d51' 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>depositional bed layer minimum thickness</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nHIS</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-60a68e49-86c0-4249-aa3d-33f276349e9a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-60a68e49-86c0-4249-aa3d-33f276349e9a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0ddbe087-712d-4506-a5ba-2136b6d86dc2' class='xr-var-data-in' type='checkbox'><label for='data-0ddbe087-712d-4506-a5ba-2136b6d86dc2' 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>number of time-steps between history records</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nRST</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b7c4077b-f3f6-471d-b77e-206462af66b8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b7c4077b-f3f6-471d-b77e-206462af66b8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-08518622-5fbf-423c-8baa-248bb57fd3d6' class='xr-var-data-in' type='checkbox'><label for='data-08518622-5fbf-423c-8baa-248bb57fd3d6' 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>cycle :</span></dt><dd>only latest two records are maintained</dd><dt><span>long_name :</span></dt><dd>number of time-steps between restart records</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ndefHIS</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-925e9a1f-e1e9-4aba-981b-77195c3283aa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-925e9a1f-e1e9-4aba-981b-77195c3283aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b82259bf-b167-48d8-9f29-8f56d5fc7f03' class='xr-var-data-in' type='checkbox'><label for='data-b82259bf-b167-48d8-9f29-8f56d5fc7f03' 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>number of time-steps between the creation of history files</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ndtfast</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-327d9458-d52a-4d92-8053-596badd730b1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-327d9458-d52a-4d92-8053-596badd730b1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-124b1430-0c34-4e05-a160-7f3311d65dc2' class='xr-var-data-in' type='checkbox'><label for='data-124b1430-0c34-4e05-a160-7f3311d65dc2' 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>number of short time-steps</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>newlayer_thick</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cc22d48d-f64d-4631-a49e-3ffebc09dba2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cc22d48d-f64d-4631-a49e-3ffebc09dba2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3346b9a8-b11a-41b4-9265-3123948555c3' class='xr-var-data-in' type='checkbox'><label for='data-3346b9a8-b11a-41b4-9265-3123948555c3' 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>depositional bed thickness criteria to crate a new layer</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nl_tnu2</span></div><div class='xr-var-dims'>(tracer)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8,), meta=np.ndarray&gt;</div><input id='attrs-a658b764-5fbe-4e22-a257-cdb31b168354' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a658b764-5fbe-4e22-a257-cdb31b168354' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0bfd6f8a-d02e-4731-8689-51b4174e9550' class='xr-var-data-in' type='checkbox'><label for='data-0bfd6f8a-d02e-4731-8689-51b4174e9550' 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>nonlinear model Laplacian mixing coefficient for tracers</dd><dt><span>units :</span></dt><dd>meter2 second-1</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 64 B </td>\n",
       "                        <td> 64 B </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (8,) </td>\n",
       "                        <td> (8,) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"89\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"39\" x2=\"120\" y2=\"39\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"39\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"39\" style=\"stroke-width:2\" />\n",
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       "\n",
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       "  <text x=\"60.000000\" y=\"59.793935\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8</text>\n",
       "  <text x=\"140.000000\" y=\"19.896968\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,19.896968)\">1</text>\n",
       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nl_visc2</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7072c7b3-4ed6-4726-8dce-b25c6406a760' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7072c7b3-4ed6-4726-8dce-b25c6406a760' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a00de68-6c14-41c1-b3aa-1bdd51dcfc5e' class='xr-var-data-in' type='checkbox'><label for='data-8a00de68-6c14-41c1-b3aa-1bdd51dcfc5e' 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>nonlinear model Laplacian mixing coefficient for momentum</dd><dt><span>units :</span></dt><dd>meter2 second-1</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ntimes</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-18d28529-3783-4ad9-a664-e3ba9e644f67' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-18d28529-3783-4ad9-a664-e3ba9e644f67' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3c38973-d787-4f6c-880f-732b7470ffc3' class='xr-var-data-in' type='checkbox'><label for='data-b3c38973-d787-4f6c-880f-732b7470ffc3' 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>number of long time-steps</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pm</span></div><div class='xr-var-dims'>(eta_rho, xi_rho)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-b81fa3da-d0b1-462b-9a0e-4d62f8e52969' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b81fa3da-d0b1-462b-9a0e-4d62f8e52969' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3cdb83a2-ca1a-4a8a-b6a4-57ca86461010' class='xr-var-data-in' type='checkbox'><label for='data-3cdb83a2-ca1a-4a8a-b6a4-57ca86461010' 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>field :</span></dt><dd>pm, scalar</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>curvilinear coordinate metric in XI</dd><dt><span>units :</span></dt><dd>meter-1</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.30 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (336, 896) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"95\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"22\" x2=\"120\" y2=\"22\" />\n",
       "  <line x1=\"0\" y1=\"45\" x2=\"120\" y2=\"45\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"45\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"30\" y1=\"0\" x2=\"30\" y2=\"45\" />\n",
       "  <line x1=\"60\" y1=\"0\" x2=\"60\" y2=\"45\" />\n",
       "  <line x1=\"90\" y1=\"0\" x2=\"90\" y2=\"45\" />\n",
       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"45\" style=\"stroke-width:2\" />\n",
       "\n",
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       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,45.0 0.0,45.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"65.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >896</text>\n",
       "  <text x=\"140.000000\" y=\"22.500000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,140.000000,22.500000)\">336</text>\n",
       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pn</span></div><div class='xr-var-dims'>(eta_rho, xi_rho)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-b280b9e0-ccee-4cec-9855-397c36a3e4d6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b280b9e0-ccee-4cec-9855-397c36a3e4d6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0512af84-3b7c-4ddf-9456-f0b4ca3a4414' class='xr-var-data-in' type='checkbox'><label for='data-0512af84-3b7c-4ddf-9456-f0b4ca3a4414' 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>field :</span></dt><dd>pn, scalar</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>curvilinear coordinate metric in ETA</dd><dt><span>units :</span></dt><dd>meter-1</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.30 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (336, 896) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"95\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
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       "  <line x1=\"0\" y1=\"45\" x2=\"120\" y2=\"45\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"45\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"30\" y1=\"0\" x2=\"30\" y2=\"45\" />\n",
       "  <line x1=\"60\" y1=\"0\" x2=\"60\" y2=\"45\" />\n",
       "  <line x1=\"90\" y1=\"0\" x2=\"90\" y2=\"45\" />\n",
       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"45\" style=\"stroke-width:2\" />\n",
       "\n",
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       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,45.0 0.0,45.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"65.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >896</text>\n",
       "  <text x=\"140.000000\" y=\"22.500000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,140.000000,22.500000)\">336</text>\n",
       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>poros</span></div><div class='xr-var-dims'>(NST)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(6,), meta=np.ndarray&gt;</div><input id='attrs-66528b50-8e70-49c1-b780-ef5bc4ba735e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-66528b50-8e70-49c1-b780-ef5bc4ba735e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c14737be-454e-4f31-8849-42b56c70ed85' class='xr-var-data-in' type='checkbox'><label for='data-c14737be-454e-4f31-8849-42b56c70ed85' 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>sediment porosity</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rdrg</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ad25a665-b5c1-497e-b4f6-de4a468c9203' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ad25a665-b5c1-497e-b4f6-de4a468c9203' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fbca27d2-86b2-4c65-8776-a5337720a545' class='xr-var-data-in' type='checkbox'><label for='data-fbca27d2-86b2-4c65-8776-a5337720a545' 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>linear drag coefficient</dd><dt><span>units :</span></dt><dd>meter second-1</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rdrg2</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2a46be0e-28f9-4da7-a3a9-62cda83c1388' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2a46be0e-28f9-4da7-a3a9-62cda83c1388' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-21eae948-3dc1-4511-9861-e8b2740b2655' class='xr-var-data-in' type='checkbox'><label for='data-21eae948-3dc1-4511-9861-e8b2740b2655' 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>quadratic drag coefficient</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rho</span></div><div class='xr-var-dims'>(ocean_time, s_rho, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 1, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-d7f5ae44-35a3-4c25-bcde-8d731ee65361' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d7f5ae44-35a3-4c25-bcde-8d731ee65361' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-327afa86-dd9e-48a1-81a9-9dad75b640f7' class='xr-var-data-in' type='checkbox'><label for='data-327afa86-dd9e-48a1-81a9-9dad75b640f7' 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>field :</span></dt><dd>density, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>density anomaly</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>kilogram meter-3</dd></dl></div><div class='xr-var-data'><table>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rho0</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-978748ce-2c8e-4587-b9b8-104dd66f0462' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-978748ce-2c8e-4587-b9b8-104dd66f0462' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c8a7be30-e0f1-4cf4-bad3-efa5a6251903' class='xr-var-data-in' type='checkbox'><label for='data-c8a7be30-e0f1-4cf4-bad3-efa5a6251903' 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>mean density used in Boussinesq approximation</dd><dt><span>units :</span></dt><dd>kilogram meter-3</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ripple_height</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-956f0780-66dc-4eae-94fe-cca00a2dd221' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-956f0780-66dc-4eae-94fe-cca00a2dd221' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-02458aa0-8310-4f86-a12e-86e87fed75f0' class='xr-var-data-in' type='checkbox'><label for='data-02458aa0-8310-4f86-a12e-86e87fed75f0' 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>field :</span></dt><dd>ripple_height, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>bottom ripple height</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                        <td> 192.94 MiB </td>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sand_05</span></div><div class='xr-var-dims'>(ocean_time, s_rho, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 1, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-1b7969ea-57eb-4c06-a42a-e9059bd242af' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1b7969ea-57eb-4c06-a42a-e9059bd242af' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-396ef559-25af-4cdd-a2d6-3e1d26fb0bf4' class='xr-var-data-in' type='checkbox'><label for='data-396ef559-25af-4cdd-a2d6-3e1d26fb0bf4' 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>field :</span></dt><dd>sand_05, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>suspended noncohesive sediment, size class 05</dd><dt><span>size_class :</span></dt><dd> 6.2500E-02 millimeter</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>kilogram meter-3</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                <tbody>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 3.01 GiB </td>\n",
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       "                    <tr>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sandfrac_01</span></div><div class='xr-var-dims'>(ocean_time, Nbed, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 1, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-5befed4d-a8ef-472f-912a-e98151341253' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5befed4d-a8ef-472f-912a-e98151341253' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bd5b113b-270e-474d-953b-fe2e6aaf727e' class='xr-var-data-in' type='checkbox'><label for='data-bd5b113b-270e-474d-953b-fe2e6aaf727e' 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>field :</span></dt><dd>sandfrac_01, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>noncohesive sediment fraction, size class 01</dd><dt><span>size_class :</span></dt><dd>time dependent �?</dd><dt><span>time :</span></dt><dd>ocean_time</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>settling_vel</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-fb60c412-99eb-436a-81bf-1e8525292474' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fb60c412-99eb-436a-81bf-1e8525292474' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0fec47b3-d8a7-410f-a8b6-50e3982a6766' class='xr-var-data-in' type='checkbox'><label for='data-0fec47b3-d8a7-410f-a8b6-50e3982a6766' 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>field :</span></dt><dd>settling_vel, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>sediment median grain settling velocity</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter second-1</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                        <th> Bytes </th>\n",
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       "                    <tr>\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>shuffle</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cb7c420d-9bdb-4976-888c-41e53a00e0d6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cb7c420d-9bdb-4976-888c-41e53a00e0d6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4f7235b7-fdfa-4957-9382-7af925f2208d' class='xr-var-data-in' type='checkbox'><label for='data-4f7235b7-fdfa-4957-9382-7af925f2208d' 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>NetCDF-4/HDF5 file format shuffle filer flag</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spherical</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d2a0ea9b-1f39-4a5a-8d73-dd8e203a346c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d2a0ea9b-1f39-4a5a-8d73-dd8e203a346c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0a22f662-8f88-4c09-820b-c4f7de25a599' class='xr-var-data-in' type='checkbox'><label for='data-0a22f662-8f88-4c09-820b-c4f7de25a599' 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>flag_meanings :</span></dt><dd>Cartesian spherical</dd><dt><span>flag_values :</span></dt><dd>[0, 1]</dd><dt><span>long_name :</span></dt><dd>grid type logical switch</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ssflux</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-fecf450b-89b8-4016-bf40-faed8a278507' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fecf450b-89b8-4016-bf40-faed8a278507' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-649b44c7-77f8-42f7-a859-c6dbd616702d' class='xr-var-data-in' type='checkbox'><label for='data-649b44c7-77f8-42f7-a859-c6dbd616702d' 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>field :</span></dt><dd>surface net salt flux, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>surface net salt flux, (E-P)*SALT</dd><dt><span>negative_value :</span></dt><dd>upward flux, freshening (net precipitation)</dd><dt><span>positive_value :</span></dt><dd>downward flux, salting (net evaporation)</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter second-1</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
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       "                <tbody>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
       "                        <td> 24.12 MiB </td>\n",
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       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
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       "                        <td> (168, 168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.72 MiB </td>\n",
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       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
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       "                        <td> (168, 168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>svstr</span></div><div class='xr-var-dims'>(ocean_time, eta_v, xi_v)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-c07076e8-89b8-4343-a220-5a8e563e6f1c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c07076e8-89b8-4343-a220-5a8e563e6f1c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-84df5924-8906-4db3-971f-4fa5f64074be' class='xr-var-data-in' type='checkbox'><label for='data-84df5924-8906-4db3-971f-4fa5f64074be' 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>field :</span></dt><dd>surface v-momentum stress, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>edge2</dd><dt><span>long_name :</span></dt><dd>surface v-momentum stress</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>newton meter-2</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                        <td> 192.36 MiB </td>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "                        <th> Data type </th>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sz_alpha</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0e0f6ab5-3ecc-402e-a008-9f71b4fca379' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0e0f6ab5-3ecc-402e-a008-9f71b4fca379' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eb4bf2ba-4639-4818-936f-2590a2ce974d' class='xr-var-data-in' type='checkbox'><label for='data-eb4bf2ba-4639-4818-936f-2590a2ce974d' 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>surface flux from wave dissipation</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tau_cd</span></div><div class='xr-var-dims'>(NST)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(6,), meta=np.ndarray&gt;</div><input id='attrs-f3bd6430-7b39-4326-bbfc-3329fd7c914c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f3bd6430-7b39-4326-bbfc-3329fd7c914c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3d5134da-dfed-4ee9-ba11-470bcd41138b' class='xr-var-data-in' type='checkbox'><label for='data-3d5134da-dfed-4ee9-ba11-470bcd41138b' 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>sediment critical shear for deposition</dd><dt><span>units :</span></dt><dd>Newton meter-2</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                        <th> Bytes </th>\n",
       "                        <td> 48 B </td>\n",
       "                        <td> 48 B </td>\n",
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       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tau_ce</span></div><div class='xr-var-dims'>(NST)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(6,), meta=np.ndarray&gt;</div><input id='attrs-63ad8de6-7f96-4264-949c-29516fb2aacc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-63ad8de6-7f96-4264-949c-29516fb2aacc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9f40350a-2370-449e-94a0-20c4453df906' class='xr-var-data-in' type='checkbox'><label for='data-9f40350a-2370-449e-94a0-20c4453df906' 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>sediment critical shear for erosion</dd><dt><span>units :</span></dt><dd>Newton meter-2</dd></dl></div><div class='xr-var-data'><table>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>theta_b</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-734b8845-0538-4eb5-93ab-c89f0e53e5fd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-734b8845-0538-4eb5-93ab-c89f0e53e5fd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-31123c61-691e-4bb3-bbbf-8afc6d1e9e9b' class='xr-var-data-in' type='checkbox'><label for='data-31123c61-691e-4bb3-bbbf-8afc6d1e9e9b' 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>S-coordinate bottom control parameter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>theta_s</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-75ecd5f3-1c10-4b05-a636-f82a5e9d9ffd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-75ecd5f3-1c10-4b05-a636-f82a5e9d9ffd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-56faae1c-179f-44ed-8f72-4de85711705e' class='xr-var-data-in' type='checkbox'><label for='data-56faae1c-179f-44ed-8f72-4de85711705e' 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>S-coordinate surface control parameter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u</span></div><div class='xr-var-dims'>(ocean_time, s_rho, eta_u, xi_u)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 1, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-0f6922eb-52b5-4526-8d61-9b107d4d8e34' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0f6922eb-52b5-4526-8d61-9b107d4d8e34' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5141715a-3da5-410a-a23d-34555aa78f70' class='xr-var-data-in' type='checkbox'><label for='data-5141715a-3da5-410a-a23d-34555aa78f70' 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>field :</span></dt><dd>u-velocity, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>edge1</dd><dt><span>long_name :</span></dt><dd>u-momentum component</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter second-1</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 3.01 GiB </td>\n",
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       "                    <tr>\n",
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       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "                        <td> 192.36 MiB </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wec_alpha</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-78dba446-078d-4c6a-88ae-4dd342754bd6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-78dba446-078d-4c6a-88ae-4dd342754bd6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fe1624c9-8269-451f-84e9-590602800c46' class='xr-var-data-in' type='checkbox'><label for='data-fe1624c9-8269-451f-84e9-590602800c46' 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>coefficient for roller/breaking wave dissipation</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wetdry_mask_psi</span></div><div class='xr-var-dims'>(ocean_time, eta_psi, xi_psi)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-17796847-785e-4e1c-b431-45dbbb8d0d9c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-17796847-785e-4e1c-b431-45dbbb8d0d9c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e76224ca-d114-4cea-84de-1360000939f6' class='xr-var-data-in' type='checkbox'><label for='data-e76224ca-d114-4cea-84de-1360000939f6' 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>field :</span></dt><dd>wetdry_mask_psi, scalar, series</dd><dt><span>flag_meanings :</span></dt><dd>land water</dd><dt><span>flag_values :</span></dt><dd>[0.0, 1.0]</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>wet/dry mask on PSI-points</dd><dt><span>time :</span></dt><dd>ocean_time</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
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       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>xl</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-aade5a5c-441f-4d40-a3cc-a06accdf6f5f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aade5a5c-441f-4d40-a3cc-a06accdf6f5f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4d3d3d5f-716e-4005-b495-6016391d96c2' class='xr-var-data-in' type='checkbox'><label for='data-4d3d3d5f-716e-4005-b495-6016391d96c2' 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>domain length in the XI-direction</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>zeta</span></div><div class='xr-var-dims'>(ocean_time, eta_rho, xi_rho)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;</div><input id='attrs-2406684d-3cba-47c8-a831-1333ed0003ea' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2406684d-3cba-47c8-a831-1333ed0003ea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-71a0e163-0a43-400a-bdca-107c53b31194' class='xr-var-data-in' type='checkbox'><label for='data-71a0e163-0a43-400a-bdca-107c53b31194' 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>field :</span></dt><dd>free-surface, scalar, series</dd><dt><span>grid :</span></dt><dd>grid</dd><dt><span>location :</span></dt><dd>face</dd><dt><span>long_name :</span></dt><dd>free-surface</dd><dt><span>time :</span></dt><dd>ocean_time</dd><dt><span>units :</span></dt><dd>meter</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
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       "                        <td> </td>\n",
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       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 192.94 MiB </td>\n",
       "                        <td> 24.12 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (168, 336, 896) </td>\n",
       "                        <td> (168, 168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
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       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-5645eec7-4c8a-4b4c-8227-1943e67b5155' class='xr-section-summary-in' type='checkbox'  ><label for='section-5645eec7-4c8a-4b4c-8227-1943e67b5155' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>ocean_time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8d86a7ce-ffe3-4eac-8bb8-80a76165e893' class='xr-index-data-in' type='checkbox'/><label for='index-8d86a7ce-ffe3-4eac-8bb8-80a76165e893' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2009-08-21 01:00:00&#x27;, &#x27;2009-08-21 02:00:00&#x27;,\n",
       "               &#x27;2009-08-21 03:00:00&#x27;, &#x27;2009-08-21 04:00:00&#x27;,\n",
       "               &#x27;2009-08-21 05:00:00&#x27;, &#x27;2009-08-21 06:00:00&#x27;,\n",
       "               &#x27;2009-08-21 07:00:00&#x27;, &#x27;2009-08-21 08:00:00&#x27;,\n",
       "               &#x27;2009-08-21 09:00:00&#x27;, &#x27;2009-08-21 10:00:00&#x27;,\n",
       "               ...\n",
       "               &#x27;2009-08-27 15:00:00&#x27;, &#x27;2009-08-27 16:00:00&#x27;,\n",
       "               &#x27;2009-08-27 17:00:00&#x27;, &#x27;2009-08-27 18:00:00&#x27;,\n",
       "               &#x27;2009-08-27 19:00:00&#x27;, &#x27;2009-08-27 20:00:00&#x27;,\n",
       "               &#x27;2009-08-27 21:00:00&#x27;, &#x27;2009-08-27 22:00:00&#x27;,\n",
       "               &#x27;2009-08-27 23:00:00&#x27;, &#x27;2009-08-28 00:00:00&#x27;],\n",
       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;ocean_time&#x27;, length=168, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>s_rho</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-e6e0fc9b-dcf7-4246-8164-6afa014dcee9' class='xr-index-data-in' type='checkbox'/><label for='index-e6e0fc9b-dcf7-4246-8164-6afa014dcee9' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([-0.96875, -0.90625, -0.84375, -0.78125, -0.71875, -0.65625,\n",
       "              -0.59375, -0.53125, -0.46875, -0.40625, -0.34375, -0.28125,\n",
       "              -0.21875, -0.15625, -0.09375, -0.03125],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;s_rho&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>s_w</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-0b6f7031-ff85-438c-9a60-423608e392b0' class='xr-index-data-in' type='checkbox'/><label for='index-0b6f7031-ff85-438c-9a60-423608e392b0' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([   -1.0, -0.9375,  -0.875, -0.8125,   -0.75, -0.6875,  -0.625,\n",
       "              -0.5625,    -0.5, -0.4375,  -0.375, -0.3125,   -0.25, -0.1875,\n",
       "               -0.125, -0.0625,     0.0],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;s_w&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-cada4841-5cef-4f59-874d-e9068e806ae5' class='xr-section-summary-in' type='checkbox'  ><label for='section-cada4841-5cef-4f59-874d-e9068e806ae5' class='xr-section-summary' >Attributes: <span>(37)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>CPP_options :</span></dt><dd>COAWST, ANA_BPFLUX, ANA_BSFLUX, ANA_BTFLUX, ANA_FSOBC, ANA_M2OBC, ANA_NUDGCOEF, ANA_SPFLUX, ASSUMED_SHAPE, ATM_PRESS, BEDLOAD_SOULSBY, !BOUNDARY_A BULK_FLUXES, !COLLECT_ALL..., CHARNOK, CRAIG_BANNER, COARE_TAYLOR_YELLAND, CURVGRID, DEFLATE, DJ_GRADPS, DOUBLE_PRECISION, EMINUSP, GLS_MIXING, HDF5, KANTHA_CLAYSON, LIMIT_VDIFF, LIMIT_VVISC, MASKING, MCT_LIB, MIX_GEO_TS, MIX_S_UV, MPI, WEC_VF, WDISS_WAVEMOD, NONLINEAR, NONLIN_EOS, NO_LBC_ATT, N2S2_HORAVG, POWER_LAW, PROFILE, K_GSCHEME, RADIATION_2D, REDUCE_ALLGATHER, RI_SPLINES, !RST_SINGLE, SALINITY, SEDIMENT, SUSPLOAD, NONCOHESIVE_BED1, SOLAR_SOURCE, SOLVE3D, SSH_TIDES, SSW_BBL, SSW_CALC_ZNOT, SWAN_COUPLING, TS_MPDATA, TS_DIF2, UV_ADV, UV_COR, UV_U3HADVECTION, UV_C4VADVECTION, UV_KIRBY, UV_TIDES, UV_VIS2, VAR_RHO_2D, WAVES_OCEAN, WET_DRY</dd><dt><span>Conventions :</span></dt><dd>CF-1.4, SGRID-0.3</dd><dt><span>NLM_LBC :</span></dt><dd>\n",
       "EDGE:         WEST   SOUTH  EAST   NORTH  \n",
       "zeta:         Clo    Cha    Cha    Clo    \n",
       "ubar:         Clo    Fla    Fla    Clo    \n",
       "vbar:         Clo    Fla    Fla    Clo    \n",
       "u:            Clo    RadNud RadNud Clo    \n",
       "v:            Clo    RadNud RadNud Clo    \n",
       "temp:         Clo    RadNud RadNud Clo    \n",
       "salt:         Clo    RadNud RadNud Clo    \n",
       "sand_01:      Clo    RadNud RadNud Clo    \n",
       "sand_02:      Clo    RadNud RadNud Clo    \n",
       "sand_03:      Clo    RadNud RadNud Clo    \n",
       "sand_04:      Clo    RadNud RadNud Clo    \n",
       "sand_05:      Clo    RadNud RadNud Clo    \n",
       "sand_06:      Clo    RadNud RadNud Clo    \n",
       "tke:          Clo    Gra    Gra    Clo    \n",
       "ubar_stokes:  Clo    Gra    Gra    Clo    \n",
       "vbar_stokes:  Clo    Gra    Gra    Clo    \n",
       "u_stokes:     Clo    Gra    Gra    Clo    \n",
       "v_stokes:     Clo    Gra    Gra    Clo</dd><dt><span>ana_file :</span></dt><dd>ROMS/Functionals/ana_btflux.h, ROMS/Functionals/ana_fsobc.h, ROMS/Functionals/ana_m2obc.h, ROMS/Functionals/ana_nudgcoef.h, ROMS/Functionals/ana_stflux.h</dd><dt><span>bry_file_01 :</span></dt><dd>./forcings3/USE_coawst_bdy.nc</dd><dt><span>clm_file_01 :</span></dt><dd>./forcings3/USE_coawst_clm.nc</dd><dt><span>code_dir :</span></dt><dd>/vortexfs1/scratch/jwarner/COAWST_forecast</dd><dt><span>compiler_command :</span></dt><dd>/vortexfs1/apps/intel/compilers_and_libraries_2018.2.199/linux/mpi/intel64/bin/m</dd><dt><span>compiler_flags :</span></dt><dd>-fc=ifort -fp-model precise -heap-arrays 8000 -ip -O3  -assume byterecl -I/vortexfs1/usgs/jwarner/models/MCT_stack/include</dd><dt><span>compiler_system :</span></dt><dd>ifort</dd><dt><span>cpu :</span></dt><dd>x86_64</dd><dt><span>file :</span></dt><dd>./Output/coawst_use_his_00006.nc</dd><dt><span>format :</span></dt><dd>netCDF-4/HDF5 file</dd><dt><span>frc_file_01 :</span></dt><dd>./forcings/cloud_coawst.nc</dd><dt><span>frc_file_02 :</span></dt><dd>./forcings/Pair_coawst.nc</dd><dt><span>frc_file_03 :</span></dt><dd>./forcings/Qair_coawst.nc</dd><dt><span>frc_file_04 :</span></dt><dd>./forcings/rain_coawst.nc</dd><dt><span>frc_file_05 :</span></dt><dd>./forcings/swrad_coawst.nc</dd><dt><span>frc_file_06 :</span></dt><dd>./forcings/Tair_coawst.nc</dd><dt><span>frc_file_07 :</span></dt><dd>./forcings/lwrad_coawst.nc</dd><dt><span>frc_file_08 :</span></dt><dd>./forcings/Big_grd2_coawstwind.nc</dd><dt><span>grd_file :</span></dt><dd>../grids/USEast_grd37.nc</dd><dt><span>header_dir :</span></dt><dd>/vortexfs1/scratch/jwarner/COAWST_forecast/Projects/coawst</dd><dt><span>header_file :</span></dt><dd>coawst.h</dd><dt><span>his_base :</span></dt><dd>./Output/coawst_use_his</dd><dt><span>history :</span></dt><dd>ROMS/TOMS, Version 3.8, Friday - October 6, 2023 -  2:53:13 AM</dd><dt><span>ini_file :</span></dt><dd>./restart/ocean_use_rst.nc</dd><dt><span>os :</span></dt><dd>Linux</dd><dt><span>rst_file :</span></dt><dd>./Output/ocean_use_rst.nc</dd><dt><span>script_file :</span></dt><dd> </dd><dt><span>svn_rev :</span></dt><dd> </dd><dt><span>svn_url :</span></dt><dd> </dd><dt><span>tide_file :</span></dt><dd>../forcings/tide_forc_USeast_grd16_osu_rev2.nc</dd><dt><span>tiling :</span></dt><dd>006x004</dd><dt><span>title :</span></dt><dd>COAWST ROMS SWAN</dd><dt><span>type :</span></dt><dd>ROMS/TOMS history file</dd><dt><span>var_info :</span></dt><dd>ROMS/External/varinfo.dat</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:                 (ocean_time: 168, s_w: 17, eta_rho: 336,\n",
       "                             xi_rho: 896, tracer: 8, s_rho: 16, NST: 6,\n",
       "                             boundary: 4, Nbed: 1, eta_u: 336, xi_u: 895,\n",
       "                             eta_v: 335, xi_v: 896, eta_psi: 335, xi_psi: 895)\n",
       "Coordinates:\n",
       "    lat_psi                 (eta_psi, xi_psi) float64 dask.array<chunksize=(168, 224), meta=np.ndarray>\n",
       "    lat_rho                 (eta_rho, xi_rho) float64 dask.array<chunksize=(168, 224), meta=np.ndarray>\n",
       "    lat_u                   (eta_u, xi_u) float64 dask.array<chunksize=(168, 224), meta=np.ndarray>\n",
       "    lat_v                   (eta_v, xi_v) float64 dask.array<chunksize=(168, 224), meta=np.ndarray>\n",
       "    lon_psi                 (eta_psi, xi_psi) float64 dask.array<chunksize=(168, 224), meta=np.ndarray>\n",
       "    lon_rho                 (eta_rho, xi_rho) float64 dask.array<chunksize=(168, 224), meta=np.ndarray>\n",
       "    lon_u                   (eta_u, xi_u) float64 dask.array<chunksize=(168, 224), meta=np.ndarray>\n",
       "    lon_v                   (eta_v, xi_v) float64 dask.array<chunksize=(168, 224), meta=np.ndarray>\n",
       "  * ocean_time              (ocean_time) datetime64[ns] 2009-08-21T01:00:00 ....\n",
       "  * s_rho                   (s_rho) float64 -0.9688 -0.9062 ... -0.03125\n",
       "  * s_w                     (s_w) float64 -1.0 -0.9375 -0.875 ... -0.0625 0.0\n",
       "Dimensions without coordinates: eta_rho, xi_rho, tracer, NST, boundary, Nbed,\n",
       "                                eta_u, xi_u, eta_v, xi_v, eta_psi, xi_psi\n",
       "Data variables: (12/188)\n",
       "    AKs                     (ocean_time, s_w, eta_rho, xi_rho) float32 dask.array<chunksize=(168, 1, 168, 224), meta=np.ndarray>\n",
       "    AKt                     (ocean_time, s_w, eta_rho, xi_rho) float32 dask.array<chunksize=(168, 1, 168, 224), meta=np.ndarray>\n",
       "    AKv                     (ocean_time, s_w, eta_rho, xi_rho) float32 dask.array<chunksize=(168, 1, 168, 224), meta=np.ndarray>\n",
       "    Akk_bak                 float64 ...\n",
       "    Akp_bak                 float64 ...\n",
       "    Akt_bak                 (tracer) float64 dask.array<chunksize=(8,), meta=np.ndarray>\n",
       "    ...                      ...\n",
       "    wetdry_mask_psi         (ocean_time, eta_psi, xi_psi) float32 dask.array<chunksize=(168, 168, 224), meta=np.ndarray>\n",
       "    wetdry_mask_rho         (ocean_time, eta_rho, xi_rho) float32 dask.array<chunksize=(168, 168, 224), meta=np.ndarray>\n",
       "    wetdry_mask_u           (ocean_time, eta_u, xi_u) float32 dask.array<chunksize=(168, 168, 224), meta=np.ndarray>\n",
       "    wetdry_mask_v           (ocean_time, eta_v, xi_v) float32 dask.array<chunksize=(168, 168, 224), meta=np.ndarray>\n",
       "    xl                      float64 ...\n",
       "    zeta                    (ocean_time, eta_rho, xi_rho) float32 dask.array<chunksize=(168, 168, 224), meta=np.ndarray>\n",
       "Attributes: (12/37)\n",
       "    CPP_options:       COAWST, ANA_BPFLUX, ANA_BSFLUX, ANA_BTFLUX, ANA_FSOBC,...\n",
       "    Conventions:       CF-1.4, SGRID-0.3\n",
       "    NLM_LBC:           \\nEDGE:         WEST   SOUTH  EAST   NORTH  \\nzeta:   ...\n",
       "    ana_file:          ROMS/Functionals/ana_btflux.h, ROMS/Functionals/ana_fs...\n",
       "    bry_file_01:       ./forcings3/USE_coawst_bdy.nc\n",
       "    clm_file_01:       ./forcings3/USE_coawst_clm.nc\n",
       "    ...                ...\n",
       "    svn_url:            \n",
       "    tide_file:         ../forcings/tide_forc_USeast_grd16_osu_rev2.nc\n",
       "    tiling:            006x004\n",
       "    title:             COAWST ROMS SWAN\n",
       "    type:              ROMS/TOMS history file\n",
       "    var_info:          ROMS/External/varinfo.dat"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%time\n",
    "fs_ref = fsspec.implementations.reference.ReferenceFileSystem(\n",
    "            json_list[0], remote_protocol=\"s3\")\n",
    "\n",
    "ds = xr.open_dataset(fs_ref.get_mapper(), engine=\"zarr\", backend_kwargs={\"consolidated\": False}, chunks={}, drop_variables=['dstart'])\n",
    "\n",
    "ds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "7e177f26-f3be-400a-95ef-090f12c01cb6",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(1.)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Vtransform = ds.Vtransform.data\n",
    "Vtransform"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "18c88886-7f4b-4690-87c2-53c0e8c4a67a",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "383368a2-efac-4f77-ba26-96d9f5f76637",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# fs_write.rm(json_list)  # use this if you need to start over"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "protecting-recall",
   "metadata": {},
   "outputs": [],
   "source": [
    "import zarr\n",
    "\n",
    "def modify_attrs(refs):\n",
    "    tmp= zarr.open(refs)\n",
    "    tmp.ocean_time.attrs['standard_name'] = 'time'\n",
    "    return refs\n",
    "\n",
    "def postprocess(refs):\n",
    "    refs = modify_attrs(refs)\n",
    "    return refs\n",
    "\n",
    "def preprocess(refs):\n",
    "    for k in list(refs):\n",
    "        if k=='dstart':  # drop the \"dstart\" variable\n",
    "            refs.pop(k)\n",
    "    return refs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "2110c3e4-24a1-4c85-9508-c12d655f8976",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "combined_parquet = 'combined.parq'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "46623aea-9167-4056-a0d2-fd88141f7da3",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "fs_local = fsspec.filesystem(\"file\")\n",
    "fs_local.makedirs(combined_parquet, exist_ok=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "8db5e233-30cb-4b1b-99a2-d6fbe3798527",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "out = LazyReferenceMapper.create(100000, combined_parquet, fs_local)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "western-sunset",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 1min 28s, sys: 6.27 s, total: 1min 35s\n",
      "Wall time: 1min 37s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "_ = MultiZarrToZarr(\n",
    "        json_list,\n",
    "        remote_protocol=\"s3\",\n",
    "        concat_dims=[\"ocean_time\"],\n",
    "        coo_map={\"ocean_time\": \"cf:ocean_time\"},\n",
    "        identical_dims=identical_dims,\n",
    "        preprocess=preprocess,\n",
    "        postprocess=postprocess,\n",
    "        out=out).translate()\n",
    "out.flush()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b6225f3f-e254-4b36-b05a-97708a355337",
   "metadata": {},
   "source": [
    "#### Try reading local parquet"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "d125c704-8415-4dee-a493-439792427327",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 311 ms, sys: 33.4 ms, total: 344 ms\n",
      "Wall time: 345 ms\n"
     ]
    },
    {
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:                 (ocean_time: 112392, s_w: 17, eta_rho: 336,\n",
       "                             xi_rho: 896, tracer: 8, s_rho: 16, NST: 6,\n",
       "                             boundary: 4, Nbed: 1, eta_u: 336, xi_u: 895,\n",
       "                             eta_v: 335, xi_v: 896, eta_psi: 335, xi_psi: 895)\n",
       "Coordinates:\n",
       "    lat_psi                 (eta_psi, xi_psi) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "    lat_rho                 (eta_rho, xi_rho) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "    lat_u                   (eta_u, xi_u) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "    lat_v                   (eta_v, xi_v) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "    lon_psi                 (eta_psi, xi_psi) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "    lon_rho                 (eta_rho, xi_rho) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "    lon_u                   (eta_u, xi_u) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "    lon_v                   (eta_v, xi_v) float64 dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;\n",
       "  * ocean_time              (ocean_time) datetime64[ns] 2009-08-21T01:00:00 ....\n",
       "  * s_rho                   (s_rho) float64 -0.9688 -0.9062 ... -0.03125\n",
       "  * s_w                     (s_w) float64 -1.0 -0.9375 -0.875 ... -0.0625 0.0\n",
       "Dimensions without coordinates: eta_rho, xi_rho, tracer, NST, boundary, Nbed,\n",
       "                                eta_u, xi_u, eta_v, xi_v, eta_psi, xi_psi\n",
       "Data variables: (12/188)\n",
       "    AKs                     (ocean_time, s_w, eta_rho, xi_rho) float32 dask.array&lt;chunksize=(168, 1, 168, 224), meta=np.ndarray&gt;\n",
       "    AKt                     (ocean_time, s_w, eta_rho, xi_rho) float32 dask.array&lt;chunksize=(168, 1, 168, 224), meta=np.ndarray&gt;\n",
       "    AKv                     (ocean_time, s_w, eta_rho, xi_rho) float32 dask.array&lt;chunksize=(168, 1, 168, 224), meta=np.ndarray&gt;\n",
       "    Akk_bak                 float64 ...\n",
       "    Akp_bak                 float64 ...\n",
       "    Akt_bak                 (tracer) float64 dask.array&lt;chunksize=(8,), meta=np.ndarray&gt;\n",
       "    ...                      ...\n",
       "    wetdry_mask_psi         (ocean_time, eta_psi, xi_psi) float32 dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;\n",
       "    wetdry_mask_rho         (ocean_time, eta_rho, xi_rho) float32 dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;\n",
       "    wetdry_mask_u           (ocean_time, eta_u, xi_u) float32 dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;\n",
       "    wetdry_mask_v           (ocean_time, eta_v, xi_v) float32 dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;\n",
       "    xl                      float64 ...\n",
       "    zeta                    (ocean_time, eta_rho, xi_rho) float32 dask.array&lt;chunksize=(168, 168, 224), meta=np.ndarray&gt;\n",
       "Attributes: (12/37)\n",
       "    CPP_options:       COAWST, ANA_BPFLUX, ANA_BSFLUX, ANA_BTFLUX, ANA_FSOBC,...\n",
       "    Conventions:       CF-1.4, SGRID-0.3\n",
       "    NLM_LBC:           \\nEDGE:         WEST   SOUTH  EAST   NORTH  \\nzeta:   ...\n",
       "    ana_file:          ROMS/Functionals/ana_btflux.h, ROMS/Functionals/ana_fs...\n",
       "    bry_file_01:       ./forcings3/USE_coawst_bdy.nc\n",
       "    clm_file_01:       ./forcings3/USE_coawst_clm.nc\n",
       "    ...                ...\n",
       "    svn_url:            \n",
       "    tide_file:         ../forcings/tide_forc_USeast_grd16_osu_rev2.nc\n",
       "    tiling:            006x004\n",
       "    title:             COAWST ROMS SWAN\n",
       "    type:              ROMS/TOMS history file\n",
       "    var_info:          ROMS/External/varinfo.dat</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-c30e9dfa-4a70-4eac-9f62-4e60adbdd4ae' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c30e9dfa-4a70-4eac-9f62-4e60adbdd4ae' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>ocean_time</span>: 112392</li><li><span class='xr-has-index'>s_w</span>: 17</li><li><span>eta_rho</span>: 336</li><li><span>xi_rho</span>: 896</li><li><span>tracer</span>: 8</li><li><span class='xr-has-index'>s_rho</span>: 16</li><li><span>NST</span>: 6</li><li><span>boundary</span>: 4</li><li><span>Nbed</span>: 1</li><li><span>eta_u</span>: 336</li><li><span>xi_u</span>: 895</li><li><span>eta_v</span>: 335</li><li><span>xi_v</span>: 896</li><li><span>eta_psi</span>: 335</li><li><span>xi_psi</span>: 895</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-9249bfa7-be7c-473b-ae78-6d354c49861b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-9249bfa7-be7c-473b-ae78-6d354c49861b' class='xr-section-summary' >Coordinates: <span>(11)</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>lat_psi</span></div><div class='xr-var-dims'>(eta_psi, xi_psi)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-49dd210d-e83a-42d6-95db-fb724244d3a4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-49dd210d-e83a-42d6-95db-fb724244d3a4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7c643ebe-9e42-4995-a5e9-3b8bd001793b' class='xr-var-data-in' type='checkbox'><label for='data-7c643ebe-9e42-4995-a5e9-3b8bd001793b' 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>field :</span></dt><dd>lat_psi, scalar</dd><dt><span>long_name :</span></dt><dd>latitude of PSI-points</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degree_north</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.29 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (335, 895) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"94\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
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       "\n",
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       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"44\" style=\"stroke-width:2\" />\n",
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       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,44.91620111731844 0.0,44.91620111731844\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"64.916201\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >895</text>\n",
       "  <text x=\"140.000000\" y=\"22.458101\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,140.000000,22.458101)\">335</text>\n",
       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat_rho</span></div><div class='xr-var-dims'>(eta_rho, xi_rho)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(168, 224), meta=np.ndarray&gt;</div><input id='attrs-1767e381-09eb-4708-91f6-b969d9be3a92' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1767e381-09eb-4708-91f6-b969d9be3a92' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8021156f-b491-4178-acf2-42eb820f7847' class='xr-var-data-in' type='checkbox'><label for='data-8021156f-b491-4178-acf2-42eb820f7847' 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>field :</span></dt><dd>lat_rho, scalar</dd><dt><span>long_name :</span></dt><dd>latitude of RHO-points</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degree_north</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 2.30 MiB </td>\n",
       "                        <td> 294.00 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (336, 896) </td>\n",
       "                        <td> (168, 224) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 8 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"95\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
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