{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "7b4b45f6-ab48-4535-98c3-e72be4d8f260",
   "metadata": {},
   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "import pandas as pd\n",
    "import cartopy  # Map projections libary\n",
    "import cartopy.crs as ccrs  # Projections list\n",
    "import matplotlib.pyplot as plt\n",
    "# Some defaults:\n",
    "plt.rcParams['figure.figsize'] = (12, 5)  # Default plot size"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "73fac5b8-4a7b-45f4-9789-7a6486068bf5",
   "metadata": {},
   "outputs": [],
   "source": [
    "simus = ['control', 'AMOCoff_m1', 'AMOCoff_m2', 'AMOCoff_m3', 'AMOCoff_m4', 'AMOCoff_m5']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "010bcb91-3689-4a2e-81b3-c9018ecbd452",
   "metadata": {},
   "outputs": [],
   "source": [
    "with xr.open_dataset('prepend_0yrs/amoc_tas_control.nc') as ds:\n",
    "    ds = ds.load()\n",
    "\n",
    "# Extract the first x years \n",
    "n_years = 50\n",
    "n_months = 12 * n_years\n",
    "ds_prepend = ds.isel(time=slice(0, n_months))\n",
    "\n",
    "for s in simus:\n",
    "    ds_sel = xr.open_dataset(f'prepend_0yrs/amoc_tas_{s}.nc')\n",
    "    \n",
    "    # Concatenate along the time dimension\n",
    "    ds_extended = xr.concat([ds_prepend, ds_sel], dim='time') \n",
    "\n",
    "    # Generate new time range\n",
    "    new_time = pd.date_range(start='2000-01-01', periods=1200 + n_months, freq='MS')\n",
    "    ds_extended['time'] = ('time', new_time)\n",
    "    \n",
    "    ds_extended.to_netcdf(f'prepend_{n_years}yrs/amoc_tas_{n_years}yr_{s}.nc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "dd3ddb3a-39b3-4086-a17b-61b97b069934",
   "metadata": {},
   "outputs": [],
   "source": [
    "with xr.open_dataset('prepend_0yrs/amoc_pr_control.nc') as ds:\n",
    "    ds = ds.load()\n",
    "\n",
    "ds_prepend = ds.isel(time=slice(0, n_months))\n",
    "\n",
    "for s in simus:\n",
    "    ds_sel = xr.open_dataset(f'prepend_0yrs/amoc_pr_{s}.nc')\n",
    "    \n",
    "    # Concatenate along the time dimension\n",
    "    ds_extended = xr.concat([ds_prepend, ds_sel], dim='time') \n",
    "\n",
    "    # Generate new time range\n",
    "    new_time = pd.date_range(start='2000-01-01', periods=1200 + n_months, freq='MS')\n",
    "    ds_extended['time'] = ('time', new_time)\n",
    "    \n",
    "    ds_extended.to_netcdf(f'prepend_{n_years}yrs/amoc_pr_{n_years}yr_{s}.nc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f4b34f5e-d09b-4d8e-a56b-d617fea48dbc",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "1f7d4d8f-de8e-4ccb-ba89-11629e54653b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "(ds_extended.pr.mean(dim='time') * 365 * 24 * 60 * 60).plot();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "a34b1dc2-b307-4528-8538-05c538960139",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
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       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
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       "\n",
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       "\n",
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       "\n",
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       "\n",
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       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;simulation&#x27; (simulation: 6)&gt; Size: 240B\n",
       "array([&#x27;control&#x27;, &#x27;AMOCoff_m1&#x27;, &#x27;AMOCoff_m2&#x27;, &#x27;AMOCoff_m3&#x27;, &#x27;AMOCoff_m4&#x27;,\n",
       "       &#x27;AMOCoff_m5&#x27;], dtype=&#x27;&lt;U10&#x27;)\n",
       "Coordinates:\n",
       "  * simulation  (simulation) &lt;U10 240B &#x27;control&#x27; &#x27;AMOCoff_m1&#x27; ... &#x27;AMOCoff_m5&#x27;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'simulation'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>simulation</span>: 6</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-a24c9cc6-20ce-48af-b2d5-0a333ad82577' class='xr-array-in' type='checkbox' checked><label for='section-a24c9cc6-20ce-48af-b2d5-0a333ad82577' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>&#x27;control&#x27; &#x27;AMOCoff_m1&#x27; &#x27;AMOCoff_m2&#x27; ... &#x27;AMOCoff_m4&#x27; &#x27;AMOCoff_m5&#x27;</span></div><div class='xr-array-data'><pre>array([&#x27;control&#x27;, &#x27;AMOCoff_m1&#x27;, &#x27;AMOCoff_m2&#x27;, &#x27;AMOCoff_m3&#x27;, &#x27;AMOCoff_m4&#x27;,\n",
       "       &#x27;AMOCoff_m5&#x27;], dtype=&#x27;&lt;U10&#x27;)</pre></div></div></li><li class='xr-section-item'><input id='section-ef7af48d-0dc0-4cff-8b8d-35c6da350c4f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-ef7af48d-0dc0-4cff-8b8d-35c6da350c4f' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>simulation</span></div><div class='xr-var-dims'>(simulation)</div><div class='xr-var-dtype'>&lt;U10</div><div class='xr-var-preview xr-preview'>&#x27;control&#x27; ... &#x27;AMOCoff_m5&#x27;</div><input id='attrs-abb6553d-b7d5-4126-8c0d-a2194e905c00' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-abb6553d-b7d5-4126-8c0d-a2194e905c00' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b9d24890-bc86-48fd-9dde-4fce28f4e3aa' class='xr-var-data-in' type='checkbox'><label for='data-b9d24890-bc86-48fd-9dde-4fce28f4e3aa' title='Show/Hide data 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;control&#x27;, &#x27;AMOCoff_m1&#x27;, &#x27;AMOCoff_m2&#x27;, &#x27;AMOCoff_m3&#x27;, &#x27;AMOCoff_m4&#x27;,\n",
       "       &#x27;AMOCoff_m5&#x27;], dtype=&#x27;&lt;U10&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-38e44191-a687-4d3c-97ad-f5b11ab97453' class='xr-section-summary-in' type='checkbox'  ><label for='section-38e44191-a687-4d3c-97ad-f5b11ab97453' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>simulation</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-cac86953-7024-4353-97a7-0c2d2953ca00' class='xr-index-data-in' type='checkbox'/><label for='index-cac86953-7024-4353-97a7-0c2d2953ca00' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([&#x27;control&#x27;, &#x27;AMOCoff_m1&#x27;, &#x27;AMOCoff_m2&#x27;, &#x27;AMOCoff_m3&#x27;, &#x27;AMOCoff_m4&#x27;,\n",
       "       &#x27;AMOCoff_m5&#x27;],\n",
       "      dtype=&#x27;object&#x27;, name=&#x27;simulation&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c493b10e-5153-4e82-bb23-cce1f506467b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c493b10e-5153-4e82-bb23-cce1f506467b' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'simulation' (simulation: 6)> Size: 240B\n",
       "array(['control', 'AMOCoff_m1', 'AMOCoff_m2', 'AMOCoff_m3', 'AMOCoff_m4',\n",
       "       'AMOCoff_m5'], dtype='<U10')\n",
       "Coordinates:\n",
       "  * simulation  (simulation) <U10 240B 'control' 'AMOCoff_m1' ... 'AMOCoff_m5'"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with xr.open_dataset('SurfaceTemperature.nc') as ds:\n",
    "    ds = ds.load()\n",
    "ds.simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dc66a709-2f52-46e0-aa09-3fb6f7a7984b",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "faa7ce6f-73cc-47fd-bd1c-75c71570c044",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Libs\n",
    "import xarray as xr\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Locals\n",
    "import oggm.cfg as cfg\n",
    "from oggm import utils, workflow, tasks, DEFAULT_BASE_URL\n",
    "from oggm.shop import gcm_climate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "1a7110ec-3e8a-46ef-bd46-e5a9ef8a8979",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-06-06 10:42:51: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.\n",
      "2025-06-06 10:42:51: oggm.cfg: Multiprocessing switched OFF according to the parameter file.\n",
      "2025-06-06 10:42:51: oggm.cfg: Multiprocessing: using all available processors (N=10)\n",
      "2025-06-06 10:42:53: oggm.workflow: init_glacier_directories from prepro level 5 on 2 glaciers.\n",
      "2025-06-06 10:42:53: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 2 glaciers\n"
     ]
    }
   ],
   "source": [
    "# Initialize OGGM and set up the default run parameters\n",
    "cfg.initialize(logging_level='WARNING')  # print less log messages than the default \n",
    "\n",
    "# Local working directory (where OGGM will write its output)\n",
    "cfg.PATHS['working_dir'] = utils.gettempdir('OGGM_gcm_run', reset=True)\n",
    "\n",
    "# RGI glaciers: Ngojumba and Khumbu\n",
    "rgi_ids = ['RGI60-15.03473', 'RGI60-15.03733']\n",
    "\n",
    "# Go - get the pre-processed glacier directories\n",
    "# You have to explicitly indicate the url from where you want to start from\n",
    "gdirs = workflow.init_glacier_directories(rgi_ids, from_prepro_level=5, prepro_base_url=DEFAULT_BASE_URL)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "728991a0-c135-4058-8e25-d1b952dc09f2",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "36d1b254-1674-4bf4-a1a2-0e58780570cc",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-06-06 14:03:55: oggm.workflow: Execute entity tasks [process_cmip_data] on 2 glaciers\n"
     ]
    }
   ],
   "source": [
    "# Download the files\n",
    "ft = 'amoc_tas_control.nc'\n",
    "fp = 'amoc_pr_control.nc'\n",
    "rid = '_control'\n",
    "# bias correct them\n",
    "workflow.execute_entity_task(gcm_climate.process_cmip_data, gdirs, \n",
    "                             filesuffix=rid,  # recognize the climate file for later\n",
    "                             fpath_temp=ft,  # temperature projections\n",
    "                             fpath_precip=fp,  # precip projections\n",
    "                             year_range=('2000', '2019'),\n",
    "                             );"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "3de4fe2e-b5d2-4cb4-9bf5-635fa61975e2",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-06-06 14:05:06: oggm.workflow: Execute entity tasks [run_from_climate_data] on 2 glaciers\n"
     ]
    }
   ],
   "source": [
    "workflow.execute_entity_task(tasks.run_from_climate_data, gdirs, ys=2000, \n",
    "                             climate_filename='gcm_data',  # use gcm_data, not climate_historical\n",
    "                             climate_input_filesuffix=rid,  # use the chosen scenario\n",
    "                             init_model_filesuffix='_spinup_historical',\n",
    "                             init_model_yr=2000,\n",
    "                             output_filesuffix=rid,  # recognize the run for later\n",
    "                            );"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "27e6ef46-4b6a-479d-b695-24c57128cbb2",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-06-06 14:05:14: oggm.utils: Applying global task compile_run_output on 2 glaciers\n",
      "2025-06-06 14:05:14: oggm.utils: Applying compile_run_output on 2 gdirs.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x19b7d7ce0>]"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds = utils.compile_run_output(gdirs, input_filesuffix=rid)\n",
    "\n",
    "with xr.open_dataset(gd.get_filepath('model_diagnostics', filesuffix='_spinup_historical')) as dsr:\n",
    "    dsr = dsr.load()\n",
    "\n",
    "ds.sel(rgi_id='RGI60-15.03473').volume.plot();\n",
    "dsr.volume_m3.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "7f4548e2-05b2-436d-b6c3-2c7e5e4e55f5",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 4kB\n",
       "Dimensions:                   (time: 42)\n",
       "Coordinates:\n",
       "  * time                      (time) float64 336B 1.979e+03 ... 2.02e+03\n",
       "    calendar_year             (time) int64 336B 1979 1980 1981 ... 2019 2020\n",
       "    calendar_month            (time) int64 336B 1 1 1 1 1 1 1 ... 1 1 1 1 1 1 1\n",
       "    hydro_year                (time) int64 336B 1979 1980 1981 ... 2019 2020\n",
       "    hydro_month               (time) int64 336B 4 4 4 4 4 4 4 ... 4 4 4 4 4 4 4\n",
       "Data variables:\n",
       "    volume_m3                 (time) float64 336B 8.016e+09 ... 7.282e+09\n",
       "    volume_bsl_m3             (time) float64 336B 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    volume_bwl_m3             (time) float64 336B 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    area_m2                   (time) float64 336B 6.153e+07 ... 6.09e+07\n",
       "    area_m2_min_h             (time) float64 336B 6.148e+07 ... 6.09e+07\n",
       "    length_m                  (time) float64 336B 2.094e+04 ... 2.094e+04\n",
       "    calving_m3                (time) float64 336B 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    calving_rate_myr          (time) float64 336B 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    is_fixed_geometry_spinup  (time) bool 42B False False False ... False False\n",
       "Attributes:\n",
       "    description:          OGGM model output\n",
       "    oggm_version:         1.6.1.dev26+gf8a1745\n",
       "    calendar:             365-day no leap\n",
       "    creation_date:        2023-08-15 16:59:57\n",
       "    water_level:          0\n",
       "    glen_a:               1.6353579444236134e-23\n",
       "    fs:                   0\n",
       "    mb_model_class:       MultipleFlowlineMassBalance\n",
       "    mb_model_hemisphere:  nh</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-fab9b909-e834-4882-98bb-e73f44135221' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-fab9b909-e834-4882-98bb-e73f44135221' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 42</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-8f3940da-2cac-40ed-a68a-e185aba6aa64' class='xr-section-summary-in' type='checkbox'  checked><label for='section-8f3940da-2cac-40ed-a68a-e185aba6aa64' class='xr-section-summary' >Coordinates: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.979e+03 1.98e+03 ... 2.02e+03</div><input id='attrs-817dbed8-7db6-4978-8cf2-68527ccae98a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-817dbed8-7db6-4978-8cf2-68527ccae98a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4f70566b-65fc-4506-8315-1adb13a9efc6' class='xr-var-data-in' type='checkbox'><label for='data-4f70566b-65fc-4506-8315-1adb13a9efc6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Floating year</dd></dl></div><div class='xr-var-data'><pre>array([1979., 1980., 1981., 1982., 1983., 1984., 1985., 1986., 1987., 1988.,\n",
       "       1989., 1990., 1991., 1992., 1993., 1994., 1995., 1996., 1997., 1998.,\n",
       "       1999., 2000., 2001., 2002., 2003., 2004., 2005., 2006., 2007., 2008.,\n",
       "       2009., 2010., 2011., 2012., 2013., 2014., 2015., 2016., 2017., 2018.,\n",
       "       2019., 2020.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>calendar_year</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1979 1980 1981 ... 2018 2019 2020</div><input id='attrs-e67cd1be-f531-40ba-b0e2-7f1a622d0ba0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e67cd1be-f531-40ba-b0e2-7f1a622d0ba0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc3e82de-05ef-4a79-86e6-5e8d55b3812a' class='xr-var-data-in' type='checkbox'><label for='data-dc3e82de-05ef-4a79-86e6-5e8d55b3812a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Calendar year</dd></dl></div><div class='xr-var-data'><pre>array([1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989,\n",
       "       1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000,\n",
       "       2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011,\n",
       "       2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>calendar_month</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1 1 1 1 1 1 1 1 ... 1 1 1 1 1 1 1 1</div><input id='attrs-8e879fe9-5ebf-463f-8ed2-e208671a3de5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8e879fe9-5ebf-463f-8ed2-e208671a3de5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be5392c9-4824-49ab-9427-bd567536006b' class='xr-var-data-in' type='checkbox'><label for='data-be5392c9-4824-49ab-9427-bd567536006b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Calendar month</dd></dl></div><div class='xr-var-data'><pre>array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,\n",
       "       1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hydro_year</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1979 1980 1981 ... 2018 2019 2020</div><input id='attrs-89ef1ae6-d28f-4eb4-99d7-e47f6a1e8b35' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-89ef1ae6-d28f-4eb4-99d7-e47f6a1e8b35' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fc5cbc32-7bcd-4ed7-abaf-aff776cabf82' class='xr-var-data-in' type='checkbox'><label for='data-fc5cbc32-7bcd-4ed7-abaf-aff776cabf82' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Hydrological year</dd></dl></div><div class='xr-var-data'><pre>array([1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989,\n",
       "       1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000,\n",
       "       2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011,\n",
       "       2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hydro_month</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>4 4 4 4 4 4 4 4 ... 4 4 4 4 4 4 4 4</div><input id='attrs-9bf28ef1-0254-4c80-9af5-ae5242edbb8c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9bf28ef1-0254-4c80-9af5-ae5242edbb8c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6aa860aa-0caf-492b-ba61-d8dcfce9e3ba' class='xr-var-data-in' type='checkbox'><label for='data-6aa860aa-0caf-492b-ba61-d8dcfce9e3ba' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Hydrological month</dd></dl></div><div class='xr-var-data'><pre>array([4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4,\n",
       "       4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-1561bb89-6574-4ae7-8ef8-9c2430af0e97' class='xr-section-summary-in' type='checkbox'  checked><label for='section-1561bb89-6574-4ae7-8ef8-9c2430af0e97' class='xr-section-summary' >Data variables: <span>(9)</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>volume_m3</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>8.016e+09 7.989e+09 ... 7.282e+09</div><input id='attrs-c6136bda-018b-4c7e-8ecd-76dfb51b10cb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c6136bda-018b-4c7e-8ecd-76dfb51b10cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-178b3088-6f20-467d-843a-7620deab9d07' class='xr-var-data-in' type='checkbox'><label for='data-178b3088-6f20-467d-843a-7620deab9d07' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Total glacier volume</dd><dt><span>unit :</span></dt><dd>m 3</dd></dl></div><div class='xr-var-data'><pre>array([8.01553430e+09, 7.98947671e+09, 7.96889589e+09, 7.95760574e+09,\n",
       "       7.95177203e+09, 7.93221478e+09, 7.91744129e+09, 7.95515677e+09,\n",
       "       7.94193778e+09, 7.94395806e+09, 7.96068367e+09, 7.95671784e+09,\n",
       "       7.96882811e+09, 8.01895683e+09, 7.99787581e+09, 7.97883771e+09,\n",
       "       7.93273550e+09, 7.93249136e+09, 7.93322576e+09, 7.96263028e+09,\n",
       "       7.92629110e+09, 7.91754562e+09, 7.91694376e+09, 7.90764354e+09,\n",
       "       7.90612061e+09, 7.91438941e+09, 7.89598520e+09, 7.83215004e+09,\n",
       "       7.77476065e+09, 7.74340933e+09, 7.69394577e+09, 7.62918339e+09,\n",
       "       7.56296902e+09, 7.54604726e+09, 7.50747397e+09, 7.50424263e+09,\n",
       "       7.47511520e+09, 7.41097826e+09, 7.37038580e+09, 7.33961757e+09,\n",
       "       7.32397747e+09, 7.28215259e+09])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>volume_bsl_m3</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-a3cba212-9ca5-42e2-b5c3-d93142ae7bd7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a3cba212-9ca5-42e2-b5c3-d93142ae7bd7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6c554fc9-a86e-41b4-96fd-1670c39f76fd' class='xr-var-data-in' type='checkbox'><label for='data-6c554fc9-a86e-41b4-96fd-1670c39f76fd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Glacier volume below sea-level</dd><dt><span>unit :</span></dt><dd>m 3</dd></dl></div><div class='xr-var-data'><pre>array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
       "       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
       "       0., 0., 0., 0., 0., 0., 0., 0.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>volume_bwl_m3</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-1b3e8a7a-d9b3-464a-ab4f-3904c94235c0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1b3e8a7a-d9b3-464a-ab4f-3904c94235c0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-921f354d-11ca-4018-af1d-3cc3c93d4aac' class='xr-var-data-in' type='checkbox'><label for='data-921f354d-11ca-4018-af1d-3cc3c93d4aac' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Glacier volume below water-level</dd><dt><span>unit :</span></dt><dd>m 3</dd></dl></div><div class='xr-var-data'><pre>array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
       "       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
       "       0., 0., 0., 0., 0., 0., 0., 0.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>area_m2</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.153e+07 6.152e+07 ... 6.09e+07</div><input id='attrs-687b2782-a6d3-47ba-a379-0a76a64b8155' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-687b2782-a6d3-47ba-a379-0a76a64b8155' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0412ad21-d183-4b17-a2ad-b9476848854a' class='xr-var-data-in' type='checkbox'><label for='data-0412ad21-d183-4b17-a2ad-b9476848854a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Total glacier area</dd><dt><span>unit :</span></dt><dd>m 2</dd></dl></div><div class='xr-var-data'><pre>array([61525710.30982716, 61524430.45042439, 61523978.9550207 ,\n",
       "       61530094.52620769, 61542610.84194008, 61542482.9403334 ,\n",
       "       61534098.77897704, 61549956.00145335, 61552544.40960782,\n",
       "       61555990.57496583, 61563269.74085721, 61555862.63490744,\n",
       "       61563940.89469736, 61593911.55994219, 61583586.21331787,\n",
       "       61577691.89865446, 61557741.88029075, 61555551.34632699,\n",
       "       61549666.67797811, 61578149.10748765, 61553935.56865437,\n",
       "       61533268.49009989, 61523426.13437736, 61509017.37783504,\n",
       "       61501130.04378615, 61496264.77670853, 61478664.96147049,\n",
       "       61443284.52596125, 61410727.11679573, 61383267.96087959,\n",
       "       61346333.17168196, 61296518.23962985, 61239566.80929927,\n",
       "       61211253.32595579, 61170805.38701086, 61146316.71107586,\n",
       "       61109991.09740389, 61062094.66079976, 61014750.19974513,\n",
       "       60975391.03359778, 60948194.88602929, 60902352.14403245])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>area_m2_min_h</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.148e+07 6.152e+07 ... 6.09e+07</div><input id='attrs-30092911-26ab-489d-9f00-3621511bef75' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-30092911-26ab-489d-9f00-3621511bef75' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c1765840-7a48-40e2-be08-3775af219f51' class='xr-var-data-in' type='checkbox'><label for='data-c1765840-7a48-40e2-be08-3775af219f51' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Total glacier area of gridpoints with a minimum icethickness of 10.0 m</dd><dt><span>unit :</span></dt><dd>m 2</dd></dl></div><div class='xr-var-data'><pre>array([61479548.96013034, 61524430.45042439, 61523978.95502071,\n",
       "       61530094.52620769, 61542610.84194008, 61542482.9403334 ,\n",
       "       61534098.77897704, 61549956.00145336, 61552544.40960782,\n",
       "       61555990.57496585, 61563269.74085721, 61555862.63490744,\n",
       "       61563940.89469736, 61593911.55994219, 61583586.21331787,\n",
       "       61577691.89865446, 61557741.88029075, 61555551.346327  ,\n",
       "       61549666.6779781 , 61578149.10748765, 61553935.56865437,\n",
       "       61533268.49009989, 61523426.13437736, 61509017.37783504,\n",
       "       61501130.04378615, 61496264.77670853, 61478664.96147049,\n",
       "       61443284.52596126, 61410727.11679573, 61383267.96087959,\n",
       "       61346333.17168197, 61296518.23962985, 61239566.80929927,\n",
       "       61211253.32595579, 61170805.38701086, 61146316.71107586,\n",
       "       61109991.09740388, 61062094.66079976, 61014750.19974513,\n",
       "       60975391.03359777, 60948194.88602929, 60902352.14403246])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>length_m</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.094e+04 2.094e+04 ... 2.094e+04</div><input id='attrs-f69d1df6-9028-495e-9d93-d1e882c418ca' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f69d1df6-9028-495e-9d93-d1e882c418ca' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c2b31d1e-b6fc-4138-9a2c-2cbb19cb6df9' class='xr-var-data-in' type='checkbox'><label for='data-c2b31d1e-b6fc-4138-9a2c-2cbb19cb6df9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Glacier length</dd><dt><span>unit :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>array([20944., 20944., 20944., 20944., 20944., 20944., 20944., 20944.,\n",
       "       20944., 20944., 20944., 20944., 20944., 20944., 20944., 20944.,\n",
       "       20944., 20944., 20944., 20944., 20944., 20944., 20944., 20944.,\n",
       "       20944., 20944., 20944., 20944., 20944., 20944., 20944., 20944.,\n",
       "       20944., 20944., 20944., 20944., 20944., 20944., 20944., 20944.,\n",
       "       20944., 20944.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>calving_m3</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-0954d0e3-a330-407a-bae7-3a0f603bf91f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0954d0e3-a330-407a-bae7-3a0f603bf91f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b2febb6d-bc04-42b3-a49b-cc7a06258e5b' class='xr-var-data-in' type='checkbox'><label for='data-b2febb6d-bc04-42b3-a49b-cc7a06258e5b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Total accumulated calving flux</dd><dt><span>unit :</span></dt><dd>m 3</dd></dl></div><div class='xr-var-data'><pre>array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
       "       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
       "       0., 0., 0., 0., 0., 0., 0., 0.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>calving_rate_myr</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-1e39fcd5-c02a-457e-b9ac-60d15072cda1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1e39fcd5-c02a-457e-b9ac-60d15072cda1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7afa8614-43b3-4ae0-8103-2c62dc4bdd1c' class='xr-var-data-in' type='checkbox'><label for='data-7afa8614-43b3-4ae0-8103-2c62dc4bdd1c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Calving rate</dd><dt><span>unit :</span></dt><dd>m yr-1</dd></dl></div><div class='xr-var-data'><pre>array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
       "       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
       "       0., 0., 0., 0., 0., 0., 0., 0.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>is_fixed_geometry_spinup</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>bool</div><div class='xr-var-preview xr-preview'>False False False ... False False</div><input id='attrs-9ebd3502-19c0-436d-b34b-7a1e92052092' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9ebd3502-19c0-436d-b34b-7a1e92052092' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-58dc1aa3-4ceb-4ad2-a29c-25388eda496b' class='xr-var-data-in' type='checkbox'><label for='data-58dc1aa3-4ceb-4ad2-a29c-25388eda496b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Part of the series which are spinup</dd><dt><span>unit :</span></dt><dd>-</dd></dl></div><div class='xr-var-data'><pre>array([False, False, False, False, False, False, False, False, False,\n",
       "       False, False, False, False, False, False, False, False, False,\n",
       "       False, False, False, False, False, False, False, False, False,\n",
       "       False, False, False, False, False, False, False, False, False,\n",
       "       False, False, False, False, False, False])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8c512045-86b1-4714-9997-08296ab51b18' class='xr-section-summary-in' type='checkbox'  ><label for='section-8c512045-86b1-4714-9997-08296ab51b18' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ac4a76d6-50e0-4049-8e52-822c6cdb8ddd' class='xr-index-data-in' type='checkbox'/><label for='index-ac4a76d6-50e0-4049-8e52-822c6cdb8ddd' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([1979.0, 1980.0, 1981.0, 1982.0, 1983.0, 1984.0, 1985.0, 1986.0, 1987.0,\n",
       "       1988.0, 1989.0, 1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995.0, 1996.0,\n",
       "       1997.0, 1998.0, 1999.0, 2000.0, 2001.0, 2002.0, 2003.0, 2004.0, 2005.0,\n",
       "       2006.0, 2007.0, 2008.0, 2009.0, 2010.0, 2011.0, 2012.0, 2013.0, 2014.0,\n",
       "       2015.0, 2016.0, 2017.0, 2018.0, 2019.0, 2020.0],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;time&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b6e8f9ee-1d15-4c9a-b673-24f286cac1b6' class='xr-section-summary-in' type='checkbox'  checked><label for='section-b6e8f9ee-1d15-4c9a-b673-24f286cac1b6' class='xr-section-summary' >Attributes: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>OGGM model output</dd><dt><span>oggm_version :</span></dt><dd>1.6.1.dev26+gf8a1745</dd><dt><span>calendar :</span></dt><dd>365-day no leap</dd><dt><span>creation_date :</span></dt><dd>2023-08-15 16:59:57</dd><dt><span>water_level :</span></dt><dd>0</dd><dt><span>glen_a :</span></dt><dd>1.6353579444236134e-23</dd><dt><span>fs :</span></dt><dd>0</dd><dt><span>mb_model_class :</span></dt><dd>MultipleFlowlineMassBalance</dd><dt><span>mb_model_hemisphere :</span></dt><dd>nh</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 4kB\n",
       "Dimensions:                   (time: 42)\n",
       "Coordinates:\n",
       "  * time                      (time) float64 336B 1.979e+03 ... 2.02e+03\n",
       "    calendar_year             (time) int64 336B 1979 1980 1981 ... 2019 2020\n",
       "    calendar_month            (time) int64 336B 1 1 1 1 1 1 1 ... 1 1 1 1 1 1 1\n",
       "    hydro_year                (time) int64 336B 1979 1980 1981 ... 2019 2020\n",
       "    hydro_month               (time) int64 336B 4 4 4 4 4 4 4 ... 4 4 4 4 4 4 4\n",
       "Data variables:\n",
       "    volume_m3                 (time) float64 336B 8.016e+09 ... 7.282e+09\n",
       "    volume_bsl_m3             (time) float64 336B 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    volume_bwl_m3             (time) float64 336B 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    area_m2                   (time) float64 336B 6.153e+07 ... 6.09e+07\n",
       "    area_m2_min_h             (time) float64 336B 6.148e+07 ... 6.09e+07\n",
       "    length_m                  (time) float64 336B 2.094e+04 ... 2.094e+04\n",
       "    calving_m3                (time) float64 336B 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    calving_rate_myr          (time) float64 336B 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    is_fixed_geometry_spinup  (time) bool 42B False False False ... False False\n",
       "Attributes:\n",
       "    description:          OGGM model output\n",
       "    oggm_version:         1.6.1.dev26+gf8a1745\n",
       "    calendar:             365-day no leap\n",
       "    creation_date:        2023-08-15 16:59:57\n",
       "    water_level:          0\n",
       "    glen_a:               1.6353579444236134e-23\n",
       "    fs:                   0\n",
       "    mb_model_class:       MultipleFlowlineMassBalance\n",
       "    mb_model_hemisphere:  nh"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dsr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "06035bca-4323-475f-b4fe-1373147b74c0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<oggm.GlacierDirectory>\n",
       "  RGI id: RGI60-15.03473\n",
       "  Region: 15: South Asia East\n",
       "  Subregion: 15-02: E Himalaya                      \n",
       "  Glacier type: Glacier\n",
       "  Terminus type: Land-terminating\n",
       "  Status: Glacier or ice cap\n",
       "  Area: 61.054 km2\n",
       "  Lon, Lat: (86.715911865, 28.089468002)\n",
       "  Grid (nx, ny): (247, 322)\n",
       "  Grid (dx, dy): (119.0, -119.0)"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "d77b1338-9eb8-4f76-b407-ffd5071b0fb5",
   "metadata": {},
   "outputs": [],
   "source": [
    "with xr.open_dataset(gd.get_filepath('gcm_data', filesuffix=rid)) as dsc:\n",
    "    dsc = dsc.load()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "cfe4782e-6229-4d83-9517-8984f61ff238",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dsc.prcp.plot();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "cd76a37c-ca15-4105-8098-cd2c35fe1981",
   "metadata": {},
   "outputs": [],
   "source": [
    "with xr.open_dataset('amoc_tas_control.nc') as ds:\n",
    "    ds = ds.load()\n",
    "\n",
    "with xr.open_dataset('amoc_tas_AMOCoff_m1.nc') as dsa:\n",
    "    dsa = dsa.load()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "0b1ce2f6-7287-4ffd-84d3-d1c3716791f2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds.tas.sel(lon=-16+360, lat=64, method='nearest').plot();\n",
    "dsa.tas.sel(lon=-16+360, lat=64, method='nearest').plot();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "323065b4-4e4f-4343-8ab2-b2121aa600bb",
   "metadata": {},
   "outputs": [],
   "source": [
    "ctrl = ds.isel(simulation=0).TS\n",
    "ens1 = ds.isel(s§imulation=1).TS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "915f296d-cadb-440f-a4c4-772882443889",
   "metadata": {},
   "outputs": [],
   "source": [
    "ctrl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ce7d819e-f772-498d-a533-a4164c04ff23",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6a364105-574f-4961-bea0-2e649c415de2",
   "metadata": {},
   "outputs": [],
   "source": [
    "avg_ctrl = ctrl.isel(time=slice(-300, -1)).mean(dim='time')\n",
    "avg_ens1 = ens1.isel(time=slice(-300, -1)).mean(dim='time')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "34c88590-2309-40e8-b00e-2ac65507983e",
   "metadata": {},
   "outputs": [],
   "source": [
    "(avg_ens1 - avg_ctrl).plot();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ab626106-23e5-404e-ace2-04a939881feb",
   "metadata": {},
   "outputs": [],
   "source": [
    "ax = plt.axes(projection=ccrs.Robinson())\n",
    "(avg_ens1 - avg_ctrl).plot(ax=ax, transform=ccrs.PlateCarree())\n",
    "ax.coastlines(); ax.gridlines();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "36b0d62f-c5c2-42de-96cf-38fbc61d8d49",
   "metadata": {},
   "outputs": [],
   "source": [
    "iceland = (avg_ens1 - avg_ctrl).sel(longitude=slice())"
   ]
  },
  {
   "cell_type": "raw",
   "id": "7129efb7-18b1-4ae8-87b2-3799c92cf503",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ffc35a1a-7235-457b-b0ae-bfeb7c8469d7",
   "metadata": {},
   "outputs": [],
   "source": [
    "avg_ens1.lon"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ba0e8a0f-6750-4e99-9df0-9d0bcf93094c",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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