Recipes/Barotropic_Streamfunction.ipynb

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    "# Barotropic Streamfunction\n",
    "\n",
    "The barotropic streamfunction ($\\psi$) is obtained from the integration of the velocity field starting from a physical boundary at which we know the transport is zero. The difference between to streamlines is a measure of the transport between them. \n",
    "\n",
    "There are different ways to calculate it depending on your choice of boundary for the integration. This notebook calculates it integrating in the meridional space, starting from the Antarctic continent using the zonal velocity field:\n",
    "\n",
    "$$\n",
    "\\psi = \\int_{y_{\\rm Antarctica}}^{y} U \\, \\mathrm{d}y ,\n",
    "$$\n",
    "\n",
    "where $U = \\int u \\, \\mathrm{dz}$ is the depth-integrated $u$-velocity."
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   "source": [
    "import cosima_cookbook as cc\n",
    "import numpy as np\n",
    "import xarray as xr\n",
    "\n",
    "import cf_xarray as cfxr\n",
    "import cf_xarray.units\n",
    "import pint_xarray\n",
    "from pint import application_registry as ureg\n",
    "\n",
    "import matplotlib.path as mpath\n",
    "import matplotlib.pyplot as plt\n",
    "import cartopy.crs as ccrs\n",
    "import cmocean\n",
    "\n",
    "import dask.distributed as dask\n",
    "import warnings\n",
    "warnings.simplefilter(action = 'ignore', category = UserWarning)"
   ]
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  {
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   "source": [
    "Initialise a dask client"
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       "                    <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 0</h4>\n",
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       "                            <strong>Comm: </strong> tcp://127.0.0.1:38415\n",
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       "                            <strong>Total threads: </strong> 4\n",
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       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Dashboard: </strong> <a href=\"/proxy/46175/status\" target=\"_blank\">/proxy/46175/status</a>\n",
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       "                            <strong>Memory: </strong> 17.88 GiB\n",
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       "\n",
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       "                    <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 1</h4>\n",
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       "                <table style=\"width: 100%; text-align: left;\">\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Comm: </strong> tcp://127.0.0.1:41507\n",
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       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Total threads: </strong> 4\n",
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       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Dashboard: </strong> <a href=\"/proxy/42583/status\" target=\"_blank\">/proxy/42583/status</a>\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Memory: </strong> 17.88 GiB\n",
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       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Nanny: </strong> tcp://127.0.0.1:42657\n",
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       "                            <strong>Local directory: </strong> /jobfs/121724823.gadi-pbs/dask-scratch-space/worker-jcpgy09_\n",
       "                        </td>\n",
       "                    </tr>\n",
       "\n",
       "                    \n",
       "\n",
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       "                    <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 2</h4>\n",
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       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Comm: </strong> tcp://127.0.0.1:39613\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Total threads: </strong> 4\n",
       "                        </td>\n",
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       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Dashboard: </strong> <a href=\"/proxy/36611/status\" target=\"_blank\">/proxy/36611/status</a>\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Memory: </strong> 17.88 GiB\n",
       "                        </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Nanny: </strong> tcp://127.0.0.1:46827\n",
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       "                        <td colspan=\"2\" style=\"text-align: left;\">\n",
       "                            <strong>Local directory: </strong> /jobfs/121724823.gadi-pbs/dask-scratch-space/worker-r9_kwxrp\n",
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       "\n",
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       "                    \n",
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       "        \n",
       "        <div style=\"margin-bottom: 20px;\">\n",
       "            <div style=\"width: 24px; height: 24px; background-color: #DBF5FF; border: 3px solid #4CC9FF; border-radius: 5px; position: absolute;\"> </div>\n",
       "            <div style=\"margin-left: 48px;\">\n",
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       "                <summary>\n",
       "                    <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 3</h4>\n",
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       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Comm: </strong> tcp://127.0.0.1:46713\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Total threads: </strong> 4\n",
       "                        </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Dashboard: </strong> <a href=\"/proxy/35877/status\" target=\"_blank\">/proxy/35877/status</a>\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Memory: </strong> 17.88 GiB\n",
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       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Nanny: </strong> tcp://127.0.0.1:42125\n",
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       "                        <td style=\"text-align: left;\"></td>\n",
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       "                    <tr>\n",
       "                        <td colspan=\"2\" style=\"text-align: left;\">\n",
       "                            <strong>Local directory: </strong> /jobfs/121724823.gadi-pbs/dask-scratch-space/worker-phaul_ej\n",
       "                        </td>\n",
       "                    </tr>\n",
       "\n",
       "                    \n",
       "\n",
       "                    \n",
       "\n",
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       "        </div>\n",
       "        \n",
       "        <div style=\"margin-bottom: 20px;\">\n",
       "            <div style=\"width: 24px; height: 24px; background-color: #DBF5FF; border: 3px solid #4CC9FF; border-radius: 5px; position: absolute;\"> </div>\n",
       "            <div style=\"margin-left: 48px;\">\n",
       "            <details>\n",
       "                <summary>\n",
       "                    <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 4</h4>\n",
       "                </summary>\n",
       "                <table style=\"width: 100%; text-align: left;\">\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Comm: </strong> tcp://127.0.0.1:39755\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Total threads: </strong> 4\n",
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       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Dashboard: </strong> <a href=\"/proxy/33109/status\" target=\"_blank\">/proxy/33109/status</a>\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Memory: </strong> 17.88 GiB\n",
       "                        </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Nanny: </strong> tcp://127.0.0.1:41777\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\"></td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td colspan=\"2\" style=\"text-align: left;\">\n",
       "                            <strong>Local directory: </strong> /jobfs/121724823.gadi-pbs/dask-scratch-space/worker-ssmcgmga\n",
       "                        </td>\n",
       "                    </tr>\n",
       "\n",
       "                    \n",
       "\n",
       "                    \n",
       "\n",
       "                </table>\n",
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       "            </div>\n",
       "        </div>\n",
       "        \n",
       "        <div style=\"margin-bottom: 20px;\">\n",
       "            <div style=\"width: 24px; height: 24px; background-color: #DBF5FF; border: 3px solid #4CC9FF; border-radius: 5px; position: absolute;\"> </div>\n",
       "            <div style=\"margin-left: 48px;\">\n",
       "            <details>\n",
       "                <summary>\n",
       "                    <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 5</h4>\n",
       "                </summary>\n",
       "                <table style=\"width: 100%; text-align: left;\">\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Comm: </strong> tcp://127.0.0.1:40713\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Total threads: </strong> 4\n",
       "                        </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Dashboard: </strong> <a href=\"/proxy/45483/status\" target=\"_blank\">/proxy/45483/status</a>\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Memory: </strong> 17.88 GiB\n",
       "                        </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Nanny: </strong> tcp://127.0.0.1:43723\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\"></td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td colspan=\"2\" style=\"text-align: left;\">\n",
       "                            <strong>Local directory: </strong> /jobfs/121724823.gadi-pbs/dask-scratch-space/worker-h5mxyp7c\n",
       "                        </td>\n",
       "                    </tr>\n",
       "\n",
       "                    \n",
       "\n",
       "                    \n",
       "\n",
       "                </table>\n",
       "            </details>\n",
       "            </div>\n",
       "        </div>\n",
       "        \n",
       "        <div style=\"margin-bottom: 20px;\">\n",
       "            <div style=\"width: 24px; height: 24px; background-color: #DBF5FF; border: 3px solid #4CC9FF; border-radius: 5px; position: absolute;\"> </div>\n",
       "            <div style=\"margin-left: 48px;\">\n",
       "            <details>\n",
       "                <summary>\n",
       "                    <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 6</h4>\n",
       "                </summary>\n",
       "                <table style=\"width: 100%; text-align: left;\">\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Comm: </strong> tcp://127.0.0.1:46623\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Total threads: </strong> 4\n",
       "                        </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Dashboard: </strong> <a href=\"/proxy/45185/status\" target=\"_blank\">/proxy/45185/status</a>\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Memory: </strong> 17.88 GiB\n",
       "                        </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td style=\"text-align: left;\">\n",
       "                            <strong>Nanny: </strong> tcp://127.0.0.1:46183\n",
       "                        </td>\n",
       "                        <td style=\"text-align: left;\"></td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <td colspan=\"2\" style=\"text-align: left;\">\n",
       "                            <strong>Local directory: </strong> /jobfs/121724823.gadi-pbs/dask-scratch-space/worker-3stfhd65\n",
       "                        </td>\n",
       "                    </tr>\n",
       "\n",
       "                    \n",
       "\n",
       "                    \n",
       "\n",
       "                </table>\n",
       "            </details>\n",
       "            </div>\n",
       "        </div>\n",
       "        \n",
       "\n",
       "    </details>\n",
       "</div>\n",
       "\n",
       "        </details>\n",
       "    </div>\n",
       "</div>\n",
       "            </details>\n",
       "        \n",
       "\n",
       "    </div>\n",
       "</div>"
      ],
      "text/plain": [
       "<Client: 'tcp://127.0.0.1:32805' processes=7 threads=28, memory=125.18 GiB>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "client = dask.Client(threads_per_worker = 1)\n",
    "client"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "88433ef8-3945-40f6-8437-6700b8bda33e",
   "metadata": {},
   "source": [
    "Load a session to access the COSIMA database"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "682c5529-c170-423e-aaf8-5c8a5a2c41fd",
   "metadata": {},
   "outputs": [],
   "source": [
    "session = cc.database.create_session()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9ab44e8f-b16f-405c-b67d-b5702281a412",
   "metadata": {},
   "source": [
    "The dictionary below specifies experiment, start and ending times for each model we can use (MOM5 or MOM6). \n",
    "\n",
    "If you want a different experiment, or a different time period, change the necessary values.\n",
    "\n",
    "(We refer to the [tutorial](https://cosima-recipes.readthedocs.io/en/latest/Tutorials/Using_Explorer_tools.html) for more details on how to explore the available experiments and available output variables that exist in the cookbook database.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "bc296c6e-70b7-4a89-8400-257563ad3d3b",
   "metadata": {},
   "outputs": [],
   "source": [
    "model_args = {\"mom5\": {\"expt\": \"01deg_jra55v13_ryf9091\",\n",
    "                       \"transport_variable\": \"tx_trans_int_z\",\n",
    "                       \"bathymetry_variable\": \"ht\",\n",
    "                       \"start_time\": \"2035-01-01\",\n",
    "                       \"end_time\": \"2050-01-01\"},\n",
    "\n",
    "              \"mom6\": {\"expt\": \"panant-01-zstar-v13\",\n",
    "                       \"transport_variable\": \"umo_2d\",\n",
    "                       \"bathymetry_variable\": \"deptho\",\n",
    "                       \"start_time\": \"2035-01-01\",\n",
    "                       \"end_time\": \"2050-01-01\",}\n",
    "             }"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3aabdfc7-530f-4095-a679-3029bd3b1d3c",
   "metadata": {},
   "source": [
    "## Functions to load data\n",
    "\n",
    "The functions below will load the necessary data, and calculate the barotropic streamfunction"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "e806aeca-ecfe-4cc6-805b-aad30f5d6858",
   "metadata": {},
   "outputs": [],
   "source": [
    "def load_zonal_transport(model):\n",
    "    \"\"\"Load the zonal volume transport from ``model`` (either 'mom5' or 'mom6').\"\"\"\n",
    "\n",
    "    # the reference density\n",
    "    ρ0 = 1035 * ureg.kilogram / ureg.meter**3\n",
    "\n",
    "    experiment = model_args[model][\"expt\"]\n",
    "    start_time = model_args[model][\"start_time\"]\n",
    "    end_time = model_args[model][\"end_time\"]\n",
    "    variable = model_args[model][\"transport_variable\"]\n",
    "\n",
    "    mass_transport = cc.querying.getvar(experiment, variable, session = session, \n",
    "                                        start_time = start_time,\n",
    "                                        end_time = end_time,\n",
    "                                        frequency = '1 monthly',\n",
    "                                        chunks = {'time':3})\n",
    "    \n",
    "    # ensure we get the time-slice we wanted\n",
    "    mass_transport = mass_transport.sel(time = slice(start_time, end_time))\n",
    "    \n",
    "    # use pint to properly deal with units and unit conversions\n",
    "    mass_transport = mass_transport.pint.quantify()\n",
    "    \n",
    "    volume_transport = mass_transport / ρ0\n",
    "    volume_transport = volume_transport.pint.to('sverdrup') # convert units to Sv\n",
    "    volume_transport.attrs['units'] = volume_transport.pint.units\n",
    "\n",
    "    return volume_transport\n",
    "\n",
    "def calculate_streamfunction(model):\n",
    "    \"\"\"Compute the streamfunction ψ for ``model`` (either 'mom5' or 'mom6').\"\"\"\n",
    "\n",
    "    volume_transport = load_zonal_transport(model)\n",
    "\n",
    "    ψ = volume_transport.cf.cumsum('latitude')\n",
    "    \n",
    "    ψ = ψ.rename('psi')\n",
    "    ψ.attrs['Standard name'] = 'Barotropic streamfunction'\n",
    "    ψ.attrs['units'] = ψ.pint.units\n",
    "    ψ.pint.quantify()\n",
    "    \n",
    "    return ψ\n",
    "\n",
    "def get_land_mask(model):\n",
    "    experiment = model_args[model][\"expt\"]\n",
    "    variable = model_args[model][\"bathymetry_variable\"]\n",
    "        \n",
    "    bathymetry = cc.querying.getvar(experiment, variable, session = session, n = 1)\n",
    "    \n",
    "    land_mask = xr.where(np.isnan(bathymetry), 1, np.nan)\n",
    "    land_mask = land_mask.rename('land_mask')\n",
    "    \n",
    "    return land_mask"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a83553a0-76b6-4f97-bd5c-5b4aac17a6cd",
   "metadata": {},
   "source": [
    "## Calculate the barotropic streamfunction and its time-mean"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4062e83e-7641-4dac-a7e0-0e395957257f",
   "metadata": {},
   "source": [
    "Now we compute the streamfunction using `calculate_streamfunction()`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "79258bef-4223-4a05-a8fa-64eb15e98573",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "ψ = {}\n",
    "ψ['mom5'] = calculate_streamfunction('mom5')\n",
    "ψ['mom6'] = calculate_streamfunction('mom6')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "377d1f18-04ad-4711-a4a4-cfd6450057e7",
   "metadata": {},
   "source": [
    "Calculate the time-mean of the streamfunction."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "b79ad7c5-c9c8-426e-8994-7661700c8e12",
   "metadata": {},
   "outputs": [],
   "source": [
    "ψ_mean = {}\n",
    "\n",
    "ψ_mean['mom5'] = ψ['mom5'].cf.mean('time').load()\n",
    "ψ_mean['mom6'] = ψ['mom6'].cf.mean('time').load()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1abf4658-bc2b-4543-9f78-608cbf0cf413",
   "metadata": {
    "tags": []
   },
   "source": [
    "## Let's plot\n",
    "\n",
    "We define a nice plotting method using the model's land mask as land..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "b934157a-4417-444d-9345-39b8dd65970f",
   "metadata": {},
   "outputs": [],
   "source": [
    "land_mask = {}\n",
    "land_mask['mom5'] = get_land_mask('mom5')\n",
    "land_mask['mom6'] = get_land_mask('mom6')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "7513963d-f43c-46ef-8aa8-d152a391a9e9",
   "metadata": {},
   "outputs": [],
   "source": [
    "def circumpolar_map():\n",
    "    fig = plt.figure(figsize = (12, 8))\n",
    "    ax = plt.axes(projection = ccrs.SouthPolarStereo())\n",
    "    ax.set_extent([-180, 180, -80, -40], crs = ccrs.PlateCarree())\n",
    "    ax.set_facecolor('lightgrey')\n",
    "    # Map the plot boundaries to a circle\n",
    "    theta = np.linspace(0, 2 * np.pi, 100)\n",
    "    center, radius = [0.5, 0.5], 0.5\n",
    "    verts = np.vstack([np.sin(theta), np.cos(theta)]).T\n",
    "    circle = mpath.Path(verts * radius + center)\n",
    "    ax.set_boundary(circle, transform = ax.transAxes)\n",
    "\n",
    "    return fig, ax"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "db94c03b-06b9-4de1-a1cb-65468504d9b1",
   "metadata": {},
   "source": [
    "... and finally, it's time to visualise the streamfunction!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "1f41d8d6-b763-4f6b-8ba0-8ef7f9f5f5d9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "levels = np.arange(-50, 150, 10) # levels used in contour plots\n",
    "\n",
    "for model in ['mom5', 'mom6']:\n",
    "\n",
    "    fig, ax = circumpolar_map()\n",
    "\n",
    "    ψ_mean[model].cf.plot.contourf(ax = ax,\n",
    "                                   x = 'longitude',\n",
    "                                   y = 'latitude', \n",
    "                                   transform = ccrs.PlateCarree(),\n",
    "                                   levels = levels,\n",
    "                                   extend = 'both',\n",
    "                                   cmap = cmocean.cm.speed,\n",
    "                                   cbar_kwargs = {'label': '$\\psi$ (Sv)'})\n",
    "    land_mask[model].plot.contourf(ax = ax, colors = 'lightgrey', add_colorbar = False, \n",
    "                                   zorder = 2, transform = ccrs.PlateCarree())\n",
    "\n",
    "    plt.title('Barotropic streamfunction from ' + model)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:analysis3-24.01]",
   "language": "python",
   "name": "conda-env-analysis3-24.01-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}