polynya_depth_lat_zmean.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 140,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "from glob import glob\n",
    "from xorca.lib import load_xorca_dataset\n",
    "import xgcm\n",
    "from matplotlib import pyplot as plt\n",
    "import numpy as np\n",
    "import xarray as xr\n",
    "from cmocean import cm\n",
    "from matplotlib import colors\n",
    "import cartopy.crs as ccrs\n",
    "os.environ['CARTOPY_USER_BACKGROUNDS'] = '/home/shkifmjr/cartopy_images/'\n",
    "\n",
    "import warnings\n",
    "warnings.simplefilter('ignore')\n",
    "%config InlineBackend.print_figure_kwargs = {'bbox_inches': None}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Define path to data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "meshdir = \"/scratch/usr/shklvn09/NUDATA/ORION/10-data/meshmask/\"\n",
    "meshfile_mask = \"mesh_mask.nc\"\n",
    "\n",
    "path_10 = '/scratch/usr/shkifmmp/postproc_ORION10/velocities/yearly/mops/polynya/' # EXP 03 "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "mask = xr.open_dataset(meshdir + meshfile_mask)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Rename dimension z to deptht to multiply different variables with same dimensions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "mask = mask.rename({'z':'deptht'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body.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;\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-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",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt, dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2 {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:       (deptht: 46, t: 1, x: 722, y: 511)\n",
       "Dimensions without coordinates: deptht, t, x, y\n",
       "Data variables:\n",
       "    nav_lon       (y, x) float32 ...\n",
       "    nav_lat       (y, x) float32 ...\n",
       "    nav_lev       (deptht) float32 3.0467727 9.454049 ... 5624.9517 5875.141\n",
       "    time_counter  (t) float64 0.0\n",
       "    tmask         (t, deptht, y, x) int8 ...\n",
       "    umask         (t, deptht, y, x) int8 ...\n",
       "    vmask         (t, deptht, y, x) int8 ...\n",
       "    fmask         (t, deptht, y, x) int8 ...\n",
       "    tmaskutil     (t, y, x) int8 ...\n",
       "    umaskutil     (t, y, x) int8 ...\n",
       "    vmaskutil     (t, y, x) int8 ...\n",
       "    fmaskutil     (t, y, x) int8 ...\n",
       "    glamt         (t, y, x) float32 ...\n",
       "    glamu         (t, y, x) float32 ...\n",
       "    glamv         (t, y, x) float32 ...\n",
       "    glamf         (t, y, x) float32 ...\n",
       "    gphit         (t, y, x) float32 ...\n",
       "    gphiu         (t, y, x) float32 ...\n",
       "    gphiv         (t, y, x) float32 ...\n",
       "    gphif         (t, y, x) float32 ...\n",
       "    e1t           (t, y, x) float64 ...\n",
       "    e1u           (t, y, x) float64 ...\n",
       "    e1v           (t, y, x) float64 ...\n",
       "    e1f           (t, y, x) float64 ...\n",
       "    e2t           (t, y, x) float64 ...\n",
       "    e2u           (t, y, x) float64 ...\n",
       "    e2v           (t, y, x) float64 ...\n",
       "    e2f           (t, y, x) float64 ...\n",
       "    ff            (t, y, x) float64 ...\n",
       "    mbathy        (t, y, x) int16 ...\n",
       "    misf          (t, y, x) int16 ...\n",
       "    isfdraft      (t, y, x) float32 ...\n",
       "    e3t_0         (t, deptht, y, x) float64 ...\n",
       "    e3u_0         (t, deptht, y, x) float64 ...\n",
       "    e3v_0         (t, deptht, y, x) float64 ...\n",
       "    e3w_0         (t, deptht, y, x) float64 ...\n",
       "    gdept_0       (t, deptht, y, x) float32 ...\n",
       "    gdepu         (t, deptht, y, x) float32 ...\n",
       "    gdepv         (t, deptht, y, x) float32 ...\n",
       "    gdepw_0       (t, deptht, y, x) float32 ...\n",
       "    gdept_1d      (t, deptht) float64 3.047 9.454 16.36 ... 5.625e+03 5.875e+03\n",
       "    gdepw_1d      (t, deptht) float64 0.0 6.194 12.84 ... 5.5e+03 5.75e+03\n",
       "    e3t_1d        (t, deptht) float64 6.191 6.64 7.2 7.895 ... 249.5 250.0 250.4\n",
       "    e3w_1d        (t, deptht) float64 6.0 6.403 6.905 ... 249.3 249.8 250.2</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-7d99011e-aec9-42ff-841d-2b2860487d1d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7d99011e-aec9-42ff-841d-2b2860487d1d' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>deptht</span>: 46</li><li><span>t</span>: 1</li><li><span>x</span>: 722</li><li><span>y</span>: 511</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-83e82ba4-d63f-4533-973d-4a33d2c0d2ab' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-83e82ba4-d63f-4533-973d-4a33d2c0d2ab' class='xr-section-summary'  title='Expand/collapse section'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-5db84100-49bf-48ca-9acb-634daa8b66e3' class='xr-section-summary-in' type='checkbox'  ><label for='section-5db84100-49bf-48ca-9acb-634daa8b66e3' class='xr-section-summary' >Data variables: <span>(44)</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>nav_lon</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f4fa61f4-6fce-4421-9cdb-2af82711ee80' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f4fa61f4-6fce-4421-9cdb-2af82711ee80' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-182bb5d5-7058-4f8e-872b-4b177e0923e8' class='xr-var-data-in' type='checkbox'><label for='data-182bb5d5-7058-4f8e-872b-4b177e0923e8' title='Show/Hide data 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>[368942 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nav_lat</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3e71ad7e-abfa-4abd-b4a4-1b28a0c719fb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3e71ad7e-abfa-4abd-b4a4-1b28a0c719fb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-564efcff-e55e-47fa-b83a-e6f56f3191d7' class='xr-var-data-in' type='checkbox'><label for='data-564efcff-e55e-47fa-b83a-e6f56f3191d7' title='Show/Hide data 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>[368942 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nav_lev</span></div><div class='xr-var-dims'>(deptht)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>3.0467727 9.454049 ... 5875.141</div><input id='attrs-ae2e3949-5ca9-4f65-b13d-0a7d050fc81e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ae2e3949-5ca9-4f65-b13d-0a7d050fc81e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2ba7d269-64d7-43f1-ba57-eb769af63951' class='xr-var-data-in' type='checkbox'><label for='data-2ba7d269-64d7-43f1-ba57-eb769af63951' title='Show/Hide data 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([3.046773e+00, 9.454049e+00, 1.636397e+01, 2.389871e+01, 3.220929e+01,\n",
       "       4.148185e+01, 5.194513e+01, 6.387905e+01, 7.762451e+01, 9.359412e+01,\n",
       "       1.122835e+02, 1.342823e+02, 1.602840e+02, 1.910925e+02, 2.276233e+02,\n",
       "       2.708962e+02, 3.220169e+02, 3.821444e+02, 4.524429e+02, 5.340197e+02,\n",
       "       6.278525e+02, 7.347150e+02, 8.551112e+02, 9.892289e+02, 1.136922e+03,\n",
       "       1.297724e+03, 1.470893e+03, 1.655472e+03, 1.850365e+03, 2.054414e+03,\n",
       "       2.266454e+03, 2.485371e+03, 2.710133e+03, 2.939812e+03, 3.173588e+03,\n",
       "       3.410756e+03, 3.650712e+03, 3.892950e+03, 4.137047e+03, 4.382654e+03,\n",
       "       4.629485e+03, 4.877303e+03, 5.125919e+03, 5.375177e+03, 5.624952e+03,\n",
       "       5.875141e+03], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>time_counter</span></div><div class='xr-var-dims'>(t)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0</div><input id='attrs-ef0f29a2-323d-480b-8f42-4310a491748b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ef0f29a2-323d-480b-8f42-4310a491748b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bc83da97-1081-4fd8-9736-2a83bc3ed368' class='xr-var-data-in' type='checkbox'><label for='data-bc83da97-1081-4fd8-9736-2a83bc3ed368' title='Show/Hide data 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([0.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tmask</span></div><div class='xr-var-dims'>(t, deptht, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-29186111-085e-496c-9ddc-7e481977691e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-29186111-085e-496c-9ddc-7e481977691e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9095e921-d62e-4bc3-9c9a-58cb50651292' class='xr-var-data-in' type='checkbox'><label for='data-9095e921-d62e-4bc3-9c9a-58cb50651292' title='Show/Hide data 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>[16971332 values with dtype=int8]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>umask</span></div><div class='xr-var-dims'>(t, deptht, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b1deaae2-fd41-4bc8-b0a1-cb6da833301c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b1deaae2-fd41-4bc8-b0a1-cb6da833301c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-08ee1c06-07a2-42f8-b348-97a6e4c34fde' class='xr-var-data-in' type='checkbox'><label for='data-08ee1c06-07a2-42f8-b348-97a6e4c34fde' title='Show/Hide data 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>[16971332 values with dtype=int8]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vmask</span></div><div class='xr-var-dims'>(t, deptht, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7dc9bda6-0290-4597-a19a-0422830d7861' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7dc9bda6-0290-4597-a19a-0422830d7861' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-800ecd97-456b-49d3-8a88-b98f49cd0d1e' class='xr-var-data-in' type='checkbox'><label for='data-800ecd97-456b-49d3-8a88-b98f49cd0d1e' title='Show/Hide data 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>[16971332 values with dtype=int8]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>fmask</span></div><div class='xr-var-dims'>(t, deptht, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0fd3f35b-1a63-4bc7-b8d3-eb92c53fb93f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0fd3f35b-1a63-4bc7-b8d3-eb92c53fb93f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a4b083d9-69b9-4283-96aa-ae6c9229c5dd' class='xr-var-data-in' type='checkbox'><label for='data-a4b083d9-69b9-4283-96aa-ae6c9229c5dd' title='Show/Hide data 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>[16971332 values with dtype=int8]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tmaskutil</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-40e5ae2d-4897-4eec-852d-41fead174105' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-40e5ae2d-4897-4eec-852d-41fead174105' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cc94d989-0998-4392-b10b-5d3930dbc6ec' class='xr-var-data-in' type='checkbox'><label for='data-cc94d989-0998-4392-b10b-5d3930dbc6ec' title='Show/Hide data 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>[368942 values with dtype=int8]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>umaskutil</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bb3c49a0-7e79-4fe4-ad58-f15f10e2f869' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bb3c49a0-7e79-4fe4-ad58-f15f10e2f869' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-96fda0c8-3f93-457b-9ef4-fe5a17b05d8f' class='xr-var-data-in' type='checkbox'><label for='data-96fda0c8-3f93-457b-9ef4-fe5a17b05d8f' title='Show/Hide data 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>[368942 values with dtype=int8]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vmaskutil</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fd6a7d40-f7ca-49cd-9b46-1a478e0ff4db' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fd6a7d40-f7ca-49cd-9b46-1a478e0ff4db' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a356db11-ffbe-4b25-8dc7-f5ab33cf94ab' class='xr-var-data-in' type='checkbox'><label for='data-a356db11-ffbe-4b25-8dc7-f5ab33cf94ab' title='Show/Hide data 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>[368942 values with dtype=int8]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>fmaskutil</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9371dd7f-23a8-4214-9dd4-16b08fec33a6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9371dd7f-23a8-4214-9dd4-16b08fec33a6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-10064e7e-ea1e-4a1c-a0d5-80511e66e96c' class='xr-var-data-in' type='checkbox'><label for='data-10064e7e-ea1e-4a1c-a0d5-80511e66e96c' title='Show/Hide data 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>[368942 values with dtype=int8]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>glamt</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6bdc2653-2c42-4bce-b996-ecc4c75284cc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6bdc2653-2c42-4bce-b996-ecc4c75284cc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-17f84fad-2f91-4361-8091-ffe1db289aa4' class='xr-var-data-in' type='checkbox'><label for='data-17f84fad-2f91-4361-8091-ffe1db289aa4' title='Show/Hide data 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>[368942 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>glamu</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-42fb2675-2327-44f8-a288-0b84becc03ea' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-42fb2675-2327-44f8-a288-0b84becc03ea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2a1adee1-b324-49cc-ac04-0f44ce55daa1' class='xr-var-data-in' type='checkbox'><label for='data-2a1adee1-b324-49cc-ac04-0f44ce55daa1' title='Show/Hide data 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>[368942 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>glamv</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-08ea038b-6717-4af6-9380-dd9e3c8011e8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-08ea038b-6717-4af6-9380-dd9e3c8011e8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-575991d1-412e-4ff6-8cbd-decfaa49635f' class='xr-var-data-in' type='checkbox'><label for='data-575991d1-412e-4ff6-8cbd-decfaa49635f' title='Show/Hide data 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>[368942 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>glamf</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4349054a-b78d-4439-9f67-a82c1c327065' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4349054a-b78d-4439-9f67-a82c1c327065' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f1e76cd-317f-46c5-86b3-30844511738a' class='xr-var-data-in' type='checkbox'><label for='data-7f1e76cd-317f-46c5-86b3-30844511738a' title='Show/Hide data 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>[368942 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gphit</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fc7d777e-ac60-4f56-a319-8acfd2d1773c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fc7d777e-ac60-4f56-a319-8acfd2d1773c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1d20db1b-6912-4242-8f09-7507db46e820' class='xr-var-data-in' type='checkbox'><label for='data-1d20db1b-6912-4242-8f09-7507db46e820' title='Show/Hide data 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>[368942 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gphiu</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-df17ae5c-64ae-4fa0-86c1-b82bf6501b05' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-df17ae5c-64ae-4fa0-86c1-b82bf6501b05' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-33db5a89-31b1-4d13-8a91-e01f82a36d26' class='xr-var-data-in' type='checkbox'><label for='data-33db5a89-31b1-4d13-8a91-e01f82a36d26' title='Show/Hide data 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>[368942 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gphiv</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1aec0a6c-8ed8-48de-a9bc-4232afb4ef12' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1aec0a6c-8ed8-48de-a9bc-4232afb4ef12' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a90a3518-6f01-4ab8-9059-96a863b8fef9' class='xr-var-data-in' type='checkbox'><label for='data-a90a3518-6f01-4ab8-9059-96a863b8fef9' title='Show/Hide data 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>[368942 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gphif</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-45c140e3-5d05-4b92-9676-9f98dea3fdc1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-45c140e3-5d05-4b92-9676-9f98dea3fdc1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a627348d-d13f-4ec9-be48-d1cf08097812' class='xr-var-data-in' type='checkbox'><label for='data-a627348d-d13f-4ec9-be48-d1cf08097812' title='Show/Hide data 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>[368942 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e1t</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d491ccd5-e7f0-482a-9cdd-daeadfba373e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d491ccd5-e7f0-482a-9cdd-daeadfba373e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9de6d050-0cc0-446d-bf2a-2a99c5fd93bb' class='xr-var-data-in' type='checkbox'><label for='data-9de6d050-0cc0-446d-bf2a-2a99c5fd93bb' title='Show/Hide data 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>[368942 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e1u</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a34a9472-ccce-46b0-9d8b-8da69eafe0dc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a34a9472-ccce-46b0-9d8b-8da69eafe0dc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-90e75d6f-bc4b-4313-baa8-c7aa511e616d' class='xr-var-data-in' type='checkbox'><label for='data-90e75d6f-bc4b-4313-baa8-c7aa511e616d' title='Show/Hide data 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>[368942 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e1v</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-58a20782-8a57-44ef-a846-5f6a24f878ac' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-58a20782-8a57-44ef-a846-5f6a24f878ac' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-490a07ea-61a6-4d5d-9240-beffcd9a97bd' class='xr-var-data-in' type='checkbox'><label for='data-490a07ea-61a6-4d5d-9240-beffcd9a97bd' title='Show/Hide data 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>[368942 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e1f</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cc0d9e0a-155b-4664-9974-df6ba4e6b6bf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cc0d9e0a-155b-4664-9974-df6ba4e6b6bf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1a1acc14-efa4-4062-8b56-e8adce2ec485' class='xr-var-data-in' type='checkbox'><label for='data-1a1acc14-efa4-4062-8b56-e8adce2ec485' title='Show/Hide data 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>[368942 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e2t</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-909dfab7-e369-45d3-ba80-1b2254a534f3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-909dfab7-e369-45d3-ba80-1b2254a534f3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ee51cc7b-b308-4319-bd31-9674e70b11f0' class='xr-var-data-in' type='checkbox'><label for='data-ee51cc7b-b308-4319-bd31-9674e70b11f0' title='Show/Hide data 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>[368942 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e2u</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-97dcb8be-8026-471e-abb6-7f9d3cb9c46a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-97dcb8be-8026-471e-abb6-7f9d3cb9c46a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-67ea9f2c-12d6-4b79-bdfa-5f98bf7c09fc' class='xr-var-data-in' type='checkbox'><label for='data-67ea9f2c-12d6-4b79-bdfa-5f98bf7c09fc' title='Show/Hide data 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>[368942 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e2v</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cf32d957-194b-4e13-910f-3149dbe42b03' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cf32d957-194b-4e13-910f-3149dbe42b03' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a00eb3a9-acd9-4de0-adda-e4144e3aa16d' class='xr-var-data-in' type='checkbox'><label for='data-a00eb3a9-acd9-4de0-adda-e4144e3aa16d' title='Show/Hide data 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>[368942 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e2f</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-30c1cefe-4ee4-454b-ad42-d1298492b389' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-30c1cefe-4ee4-454b-ad42-d1298492b389' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9749c4ce-56aa-4427-9f4a-5924df265505' class='xr-var-data-in' type='checkbox'><label for='data-9749c4ce-56aa-4427-9f4a-5924df265505' title='Show/Hide data 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>[368942 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ff</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a507c8fc-99a1-43a8-81b0-6565f7ff95b2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a507c8fc-99a1-43a8-81b0-6565f7ff95b2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-201603bd-e34a-488b-8480-07357729f9ad' class='xr-var-data-in' type='checkbox'><label for='data-201603bd-e34a-488b-8480-07357729f9ad' title='Show/Hide data 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>[368942 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mbathy</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ffb02e7f-177b-4892-bab8-5631cb6d7a04' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ffb02e7f-177b-4892-bab8-5631cb6d7a04' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-67113d37-f21d-49c7-a3a4-0f8da61b34b2' class='xr-var-data-in' type='checkbox'><label for='data-67113d37-f21d-49c7-a3a4-0f8da61b34b2' title='Show/Hide data 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>[368942 values with dtype=int16]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>misf</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fd8a8691-c29b-4f76-bb19-f75b6aac7bda' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fd8a8691-c29b-4f76-bb19-f75b6aac7bda' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-71c0b325-b227-42bf-8ce1-ddad76acd47a' class='xr-var-data-in' type='checkbox'><label for='data-71c0b325-b227-42bf-8ce1-ddad76acd47a' title='Show/Hide data 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>[368942 values with dtype=int16]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>isfdraft</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f67d3568-dd60-431e-b00a-b380b8ef0539' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f67d3568-dd60-431e-b00a-b380b8ef0539' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4a7bbf97-762e-4e5f-b2ef-cdb1a6751c6b' class='xr-var-data-in' type='checkbox'><label for='data-4a7bbf97-762e-4e5f-b2ef-cdb1a6751c6b' title='Show/Hide data 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>[368942 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e3t_0</span></div><div class='xr-var-dims'>(t, deptht, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3d52922c-8df6-43e9-955d-409610dd4994' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3d52922c-8df6-43e9-955d-409610dd4994' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1712c1cc-6996-48e6-991d-650f8b76fc52' class='xr-var-data-in' type='checkbox'><label for='data-1712c1cc-6996-48e6-991d-650f8b76fc52' title='Show/Hide data 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>[16971332 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e3u_0</span></div><div class='xr-var-dims'>(t, deptht, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a4cf58ed-3df5-475c-b8aa-0703e35e360a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a4cf58ed-3df5-475c-b8aa-0703e35e360a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9168dbc0-c948-4e09-8fa0-a3944ad00e47' class='xr-var-data-in' type='checkbox'><label for='data-9168dbc0-c948-4e09-8fa0-a3944ad00e47' title='Show/Hide data 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>[16971332 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e3v_0</span></div><div class='xr-var-dims'>(t, deptht, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-47f20da0-dc72-4243-b5f5-c514c6bdb93c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-47f20da0-dc72-4243-b5f5-c514c6bdb93c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-33724cf1-c4bf-4560-ad78-df1e4695255c' class='xr-var-data-in' type='checkbox'><label for='data-33724cf1-c4bf-4560-ad78-df1e4695255c' title='Show/Hide data 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>[16971332 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e3w_0</span></div><div class='xr-var-dims'>(t, deptht, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6cb71e85-2e9c-46ed-a0b9-546ef21ecfe4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6cb71e85-2e9c-46ed-a0b9-546ef21ecfe4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aa5ea769-3fe5-4c2a-b792-bb1b714df1e2' class='xr-var-data-in' type='checkbox'><label for='data-aa5ea769-3fe5-4c2a-b792-bb1b714df1e2' title='Show/Hide data 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>[16971332 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gdept_0</span></div><div class='xr-var-dims'>(t, deptht, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cf44a199-0d51-47a6-9799-80cc82b85858' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cf44a199-0d51-47a6-9799-80cc82b85858' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3a8ff8aa-5882-484f-8796-5e9d3fc16683' class='xr-var-data-in' type='checkbox'><label for='data-3a8ff8aa-5882-484f-8796-5e9d3fc16683' title='Show/Hide data 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>[16971332 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gdepu</span></div><div class='xr-var-dims'>(t, deptht, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4a3980ba-6f14-468c-981b-3b8db3cfd9a6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4a3980ba-6f14-468c-981b-3b8db3cfd9a6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-45253d8c-fdc5-48ca-911c-4c95683401f5' class='xr-var-data-in' type='checkbox'><label for='data-45253d8c-fdc5-48ca-911c-4c95683401f5' title='Show/Hide data 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>[16971332 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gdepv</span></div><div class='xr-var-dims'>(t, deptht, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8c7e8bf1-ca7f-4f54-954d-1ea525d2b0fe' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8c7e8bf1-ca7f-4f54-954d-1ea525d2b0fe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5f67cef2-a494-4f54-8106-307b1f001713' class='xr-var-data-in' type='checkbox'><label for='data-5f67cef2-a494-4f54-8106-307b1f001713' title='Show/Hide data 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>[16971332 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gdepw_0</span></div><div class='xr-var-dims'>(t, deptht, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0390f6aa-6356-4e64-b08f-51e7cc159f13' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0390f6aa-6356-4e64-b08f-51e7cc159f13' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e1582a82-0916-459f-9eb5-c2757345bbfb' class='xr-var-data-in' type='checkbox'><label for='data-e1582a82-0916-459f-9eb5-c2757345bbfb' title='Show/Hide data 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>[16971332 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gdept_1d</span></div><div class='xr-var-dims'>(t, deptht)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.047 9.454 ... 5.625e+03 5.875e+03</div><input id='attrs-c2313633-cdd3-4830-996c-25d7ce657627' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c2313633-cdd3-4830-996c-25d7ce657627' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-03d76c42-0ce8-4f52-8efc-ff3ac16524e8' class='xr-var-data-in' type='checkbox'><label for='data-03d76c42-0ce8-4f52-8efc-ff3ac16524e8' title='Show/Hide data 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([[3.046773e+00, 9.454049e+00, 1.636397e+01, 2.389871e+01, 3.220929e+01,\n",
       "        4.148186e+01, 5.194513e+01, 6.387905e+01, 7.762451e+01, 9.359413e+01,\n",
       "        1.122835e+02, 1.342823e+02, 1.602840e+02, 1.910925e+02, 2.276233e+02,\n",
       "        2.708962e+02, 3.220169e+02, 3.821444e+02, 4.524429e+02, 5.340197e+02,\n",
       "        6.278525e+02, 7.347150e+02, 8.551112e+02, 9.892289e+02, 1.136922e+03,\n",
       "        1.297724e+03, 1.470893e+03, 1.655472e+03, 1.850365e+03, 2.054414e+03,\n",
       "        2.266454e+03, 2.485371e+03, 2.710133e+03, 2.939812e+03, 3.173588e+03,\n",
       "        3.410756e+03, 3.650712e+03, 3.892950e+03, 4.137047e+03, 4.382654e+03,\n",
       "        4.629485e+03, 4.877303e+03, 5.125919e+03, 5.375177e+03, 5.624951e+03,\n",
       "        5.875141e+03]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gdepw_1d</span></div><div class='xr-var-dims'>(t, deptht)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 6.194 ... 5.5e+03 5.75e+03</div><input id='attrs-859d1da9-46fa-495d-9dd4-2a67bfb7cf71' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-859d1da9-46fa-495d-9dd4-2a67bfb7cf71' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ff53a99f-3f4f-4570-9321-16330f566ef5' class='xr-var-data-in' type='checkbox'><label for='data-ff53a99f-3f4f-4570-9321-16330f566ef5' title='Show/Hide data 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([[   0.      ,    6.194243,   12.839149,   20.044541,   27.946292,\n",
       "          36.712123,   46.548468,   57.708504,   70.501362,   85.302404,\n",
       "         102.564311,  122.828389,  146.735158,  175.032766,  208.581189,\n",
       "         248.349602,  295.403909,  350.881479,  415.950904,  491.756497,\n",
       "         579.350126,  679.616569,  793.201913,  920.456193, 1061.400535,\n",
       "        1215.725136, 1382.818473, 1561.82208 , 1751.700995, 1951.31859 ,\n",
       "        2159.505973, 2375.119306, 2597.081993, 2824.411748, 3056.234518,\n",
       "        3291.788182, 3530.419058, 3771.573892, 4014.789457, 4259.681268,\n",
       "        4505.932438, 4753.28327 , 5001.521906, 5250.476149, 5500.006454,\n",
       "        5750.      ]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e3t_1d</span></div><div class='xr-var-dims'>(t, deptht)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.191 6.64 7.2 ... 250.0 250.4</div><input id='attrs-d08f2370-d68b-44ea-89e3-28cd1677d1e0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d08f2370-d68b-44ea-89e3-28cd1677d1e0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dcbed6a7-e073-4f5b-af12-d26033ec59da' class='xr-var-data-in' type='checkbox'><label for='data-dcbed6a7-e073-4f5b-af12-d26033ec59da' title='Show/Hide data 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([[  6.19057 ,   6.640353,   7.199757,   7.894795,   8.757267,\n",
       "          9.825839,  11.147205,  12.77727 ,  14.782234,  17.239403,\n",
       "         20.23743 ,  23.875618,  28.261766,  33.507985,  39.723883,\n",
       "         47.006729,  55.428616,  65.021421,  75.761409,  87.556419,\n",
       "        100.239246, 113.570601, 127.25339 , 140.957392, 154.350346,\n",
       "        167.129444, 179.047089, 189.926604, 199.666569, 208.235241,\n",
       "        215.658317, 222.003679, 227.366189, 231.854507, 235.580862,\n",
       "        238.653878, 241.174082, 243.231532, 244.904966, 246.261947,\n",
       "        247.359621, 248.245778, 248.96003 , 249.534982, 249.99732 ,\n",
       "        250.368791]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e3w_1d</span></div><div class='xr-var-dims'>(t, deptht)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.0 6.403 6.905 ... 249.8 250.2</div><input id='attrs-e78617da-efb5-46f4-a27d-45373120eec8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e78617da-efb5-46f4-a27d-45373120eec8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8b6c7d23-e820-475d-8e9d-5cd07fb8ce97' class='xr-var-data-in' type='checkbox'><label for='data-8b6c7d23-e820-475d-8e9d-5cd07fb8ce97' title='Show/Hide data 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([[  6.      ,   6.403186,   6.904851,   7.528482,   8.302859,\n",
       "          9.263074,  10.451658,  11.919765,  13.728325,  15.949016,\n",
       "         18.664836,  21.969928,  25.968225,  30.770357,  36.488218,\n",
       "         43.226673,  51.072173,  60.078663,  70.252057,  81.535709,\n",
       "         93.800232, 106.841316, 120.388275, 134.123841, 147.712709,\n",
       "        160.833636, 173.208758, 184.624691, 194.942528, 204.096884,\n",
       "        212.08654 , 218.960248, 224.801187, 229.712593, 233.805992,\n",
       "        237.192528, 239.977191, 242.255463, 244.111774, 245.619209,\n",
       "        246.840005, 247.826485, 248.622203, 249.263124, 249.778764,\n",
       "        250.193223]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-cf7ba424-2223-47e5-b081-a683cc1bacda' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-cf7ba424-2223-47e5-b081-a683cc1bacda' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:       (deptht: 46, t: 1, x: 722, y: 511)\n",
       "Dimensions without coordinates: deptht, t, x, y\n",
       "Data variables:\n",
       "    nav_lon       (y, x) float32 ...\n",
       "    nav_lat       (y, x) float32 ...\n",
       "    nav_lev       (deptht) float32 3.0467727 9.454049 ... 5624.9517 5875.141\n",
       "    time_counter  (t) float64 0.0\n",
       "    tmask         (t, deptht, y, x) int8 ...\n",
       "    umask         (t, deptht, y, x) int8 ...\n",
       "    vmask         (t, deptht, y, x) int8 ...\n",
       "    fmask         (t, deptht, y, x) int8 ...\n",
       "    tmaskutil     (t, y, x) int8 ...\n",
       "    umaskutil     (t, y, x) int8 ...\n",
       "    vmaskutil     (t, y, x) int8 ...\n",
       "    fmaskutil     (t, y, x) int8 ...\n",
       "    glamt         (t, y, x) float32 ...\n",
       "    glamu         (t, y, x) float32 ...\n",
       "    glamv         (t, y, x) float32 ...\n",
       "    glamf         (t, y, x) float32 ...\n",
       "    gphit         (t, y, x) float32 ...\n",
       "    gphiu         (t, y, x) float32 ...\n",
       "    gphiv         (t, y, x) float32 ...\n",
       "    gphif         (t, y, x) float32 ...\n",
       "    e1t           (t, y, x) float64 ...\n",
       "    e1u           (t, y, x) float64 ...\n",
       "    e1v           (t, y, x) float64 ...\n",
       "    e1f           (t, y, x) float64 ...\n",
       "    e2t           (t, y, x) float64 ...\n",
       "    e2u           (t, y, x) float64 ...\n",
       "    e2v           (t, y, x) float64 ...\n",
       "    e2f           (t, y, x) float64 ...\n",
       "    ff            (t, y, x) float64 ...\n",
       "    mbathy        (t, y, x) int16 ...\n",
       "    misf          (t, y, x) int16 ...\n",
       "    isfdraft      (t, y, x) float32 ...\n",
       "    e3t_0         (t, deptht, y, x) float64 ...\n",
       "    e3u_0         (t, deptht, y, x) float64 ...\n",
       "    e3v_0         (t, deptht, y, x) float64 ...\n",
       "    e3w_0         (t, deptht, y, x) float64 ...\n",
       "    gdept_0       (t, deptht, y, x) float32 ...\n",
       "    gdepu         (t, deptht, y, x) float32 ...\n",
       "    gdepv         (t, deptht, y, x) float32 ...\n",
       "    gdepw_0       (t, deptht, y, x) float32 ...\n",
       "    gdept_1d      (t, deptht) float64 3.047 9.454 16.36 ... 5.625e+03 5.875e+03\n",
       "    gdepw_1d      (t, deptht) float64 0.0 6.194 12.84 ... 5.5e+03 5.75e+03\n",
       "    e3t_1d        (t, deptht) float64 6.191 6.64 7.2 7.895 ... 249.5 250.0 250.4\n",
       "    e3w_1d        (t, deptht) float64 6.0 6.403 6.905 ... 249.3 249.8 250.2"
      ]
     },
     "execution_count": 77,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mask"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Open data and combine by coordinates. Set variables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "output_58 = sorted(glob(path_10 + '*1y*Ross_1958_1968.nc'))\n",
    "output_69 = sorted(glob(path_10 + '*1y*Ross_1969_1974.nc'))\n",
    "output_75 = sorted(glob(path_10 + '*1y*Ross_1975_1979.nc'))\n",
    "output_80 = sorted(glob(path_10 + '*1y*Ross_1980_1983.nc'))\n",
    "\n",
    "mld_ross = sorted(glob(path_10 + '*09*Ross_19*.nc'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['/scratch/usr/shkifmmp/postproc_ORION10/velocities/yearly/mops/polynya/ORION10.L46.LIM2vp.CFCSF6.MOPS.JRA.XIOS2.5_1y_DIC_Ross_1975_1979.nc',\n",
       " '/scratch/usr/shkifmmp/postproc_ORION10/velocities/yearly/mops/polynya/ORION10.L46.LIM2vp.CFCSF6.MOPS.JRA.XIOS2.5_1y_O2_Ross_1975_1979.nc',\n",
       " '/scratch/usr/shkifmmp/postproc_ORION10/velocities/yearly/mops/polynya/ORION10.L46.LIM2vp.CFCSF6.MOPS.JRA.XIOS2.5_1y_PO4_Ross_1975_1979.nc',\n",
       " '/scratch/usr/shkifmmp/postproc_ORION10/velocities/yearly/mops/polynya/ORION10.L46.LIM2vp.CFCSF6.MOPS.JRA.XIOS2.5_1y_vosaline_Ross_1975_1979.nc',\n",
       " '/scratch/usr/shkifmmp/postproc_ORION10/velocities/yearly/mops/polynya/ORION10.L46.LIM2vp.CFCSF6.MOPS.JRA.XIOS2.5_1y_votemper_Ross_1975_1979.nc']"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "output_75"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "ross_58, ross_69, ross_75, ross_80  = (xr.open_mfdataset(output_58,combine='by_coords'), xr.open_mfdataset(output_69,combine='by_coords'), \n",
    "                                        xr.open_mfdataset(output_75,combine='by_coords'), xr.open_mfdataset(output_80,combine='by_coords'))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ross_75"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "mld_58, mld_69, mld_75, mld_80 = xr.open_mfdataset(mld_ross[0]), xr.open_mfdataset(mld_ross[1]), xr.open_mfdataset(mld_ross[2]), xr.open_mfdataset(mld_ross[3])\n",
    "mld_58, mld_69, mld_75, mld_80 = mld_58.somxl010.squeeze(), mld_69.somxl010.squeeze(), mld_75.somxl010.squeeze(), mld_80.somxl010.squeeze()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ross_75.nav_lon.values[0][:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": [
    "lat = ross_58.nav_lat.isel(x = 1, y=slice(0,99))\n",
    "\n",
    "var = ['DIC', 'PO4', 'O2', 'vosaline', 'votemper']\n",
    "\n",
    "#for v in var :\n",
    "#    v_58, v_69, v_75, v_80 = ross_58.v.squeeze(), ross_69.D.squeeze(), ross_75.DIC.squeeze(), ross_80.DIC.squeeze()\n",
    "\n",
    "dic_58, dic_69, dic_75, dic_80 = ross_58.DIC.squeeze(), ross_69.DIC.squeeze(), ross_75.DIC.squeeze(), ross_80.DIC.squeeze()\n",
    "po4_58, po4_69, po4_75, po4_80 = ross_58.PO4.squeeze(), ross_69.PO4.squeeze(), ross_75.PO4.squeeze(), ross_80.PO4.squeeze()\n",
    "o2_58, o2_69, o2_75, o2_80 = ross_58.O2.squeeze(), ross_69.O2.squeeze(), ross_75.O2.squeeze(), ross_80.O2.squeeze()\n",
    "temp_58, temp_69, temp_75, temp_80 = ross_58.votemper.squeeze(), ross_69.votemper.squeeze(), ross_75.votemper.squeeze(), ross_80.votemper.squeeze()\n",
    "sal_58, sal_69, sal_75, sal_80 = ross_58.vosaline.squeeze(), ross_69.vosaline.squeeze(), ross_75.vosaline.squeeze(), ross_80.vosaline.squeeze()\n",
    "\n",
    "#lat.values\n",
    "\n",
    "a= np.where(lat < -60)\n",
    "#a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "dic_75"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ross_58.DIC"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Weighted mean and weighted zonal mean"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "#def weighted_mean(variable, weight, mask):\n",
    "#    variable = variable.where(mask == 1)\n",
    "#    weight = weight.where(mask == 1)\n",
    "#    return (variable * weight).sum(('x','y')) / weight.sum(('x','y'))\n",
    "\n",
    "def weighted_mean_zonal(variable, weight, mask):\n",
    "    variable = variable.where(mask == 1)\n",
    "    weight = weight.where(mask == 1)\n",
    "    return (variable * weight).sum(('x')) / weight.sum(('x'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "length_m = mask.e1t.isel(x=slice(195,275)).squeeze() #selecting only longitudes of ross sea"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "length_m"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Calculating weighted mean "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [],
   "source": [
    "#for v in var:\n",
    "#    for i in ['58', '69', '75', '80']:\n",
    "#        v_i_mean = exec(\"weighted_mean_zonal(%s_%s, length_m, mask.tmask.isel(x=slice(195,275))).squeeze()\", (v, i))#,\n",
    "                                           # weighted_mean_zonal(v_69, length_m, mask.tmask.isel(x=slice(195,275))).squeeze(),\n",
    "                                            #weighted_mean_zonal(v_75, length_m, mask.tmask.isel(x=slice(195,275))).squeeze(),\n",
    "                                            #weighted_mean_zonal(v_80, length_m, mask.tmask.isel(x=slice(195,275))).squeeze())\n",
    "#stupid way:\n",
    "dic_58_mean, dic_69_mean, dic_75_mean, dic_80_mean = (weighted_mean_zonal(dic_58, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(dic_69, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(dic_75, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(dic_80, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze())\n",
    "\n",
    "po4_58_mean, po4_69_mean, po4_75_mean, po4_80_mean = (weighted_mean_zonal(po4_58, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(po4_69, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(po4_75, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(po4_80, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze())\n",
    "\n",
    "o2_58_mean, o2_69_mean, o2_75_mean, o2_80_mean = (weighted_mean_zonal(o2_58, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(o2_69, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(o2_75, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(o2_80, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze())\n",
    "\n",
    "temp_58_mean, temp_69_mean, temp_75_mean, temp_80_mean = (weighted_mean_zonal(temp_58, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                         weighted_mean_zonal(temp_69, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                         weighted_mean_zonal(temp_75, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                         weighted_mean_zonal(temp_80, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze())\n",
    "\n",
    "sal_58_mean, sal_69_mean, sal_75_mean, sal_80_mean = (weighted_mean_zonal(sal_58, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(sal_69, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(sal_75, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(sal_80, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze())\n",
    "\n",
    "        \n",
    "mld58_mean, mld69_mean, mld75_mean, mld80_mean = (weighted_mean_zonal(mld_58, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(mld_69, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(mld_75, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze(),\n",
    "                                                 weighted_mean_zonal(mld_80, length_m, mask.tmask.isel(x=slice(195,275), deptht=0)).squeeze())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 190,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array([29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45]),)"
      ]
     },
     "execution_count": 190,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.where(ross_58.deptht>2000) #getting the indeces where depth is deeper than 2000m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "mld_mean"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [],
   "source": [
    "lat_p, depth_p = np.meshgrid(lat,ross_58.deptht[0:30]) #creating meshgrid for pcolormesh"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Plotting\n",
    "DIC"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x864 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(3, 1, figsize=(8,12))\n",
    "\n",
    "#map1 = axs[0,0].pcolormesh(lat_p, depth_p, dic58_mean.isel(y =slice(0,99), deptht=slice(0,30)), cmap=cm.tempo_r);\n",
    "#axs[0,0].plot(lat, mld58_mean.isel(y=slice(0,99)), color='purple')\n",
    "#axs[0,0].set_title('DIC 1958-1968 mean', fontsize= 15)\n",
    "\n",
    "plt.suptitle('Zonal Mean (170.25E-150.25W) Anomalies referring to 1958-1968', fontsize=15, y=0.99)\n",
    "anom1 = dic_69_mean.isel(y =slice(0,99), deptht=slice(0,30)) - dic_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax= 13.165; vmin= -18.565\n",
    "map2 = axs[0].pcolormesh(lat_p, depth_p, anom1, vmax= 16, vmin=-16, cmap=cm.balance);\n",
    "axs[0].plot(lat, mld69_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[0].set_title('DIC (1969-1974)', fontsize= 14)\n",
    "\n",
    "anom2 = dic_75_mean.isel(y =slice(0,99), deptht=slice(0,30))-dic_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax=28.178 vmin=-28.385\n",
    "map3 = axs[1].pcolormesh(lat_p, depth_p, anom2, cmap=cm.balance, vmax= 28, vmin= -28);\n",
    "axs[1].plot(lat, mld75_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[1].set_title('DIC (1975-1979)', fontsize= 14)\n",
    "\n",
    "anom3 = dic_80_mean.isel(y =slice(0,99),deptht=slice(0,30))-dic_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax=41.059 vmin=30.566\n",
    "map4 = axs[2].pcolormesh(lat_p, depth_p, anom3, cmap=cm.balance, vmax= 36, vmin= -36);\n",
    "axs[2].plot(lat, mld80_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[2].set_title('DIC (1980-1983)', fontsize= 14)\n",
    "\n",
    "for ax, maps in zip(axs.flat, [map2, map3, map4]) :\n",
    "    ax.set(xlabel='Latitute', ylabel='Depth (m)'), ax.xaxis.label.set_size(14),ax.yaxis.label.set_size(14)\n",
    "    ax.invert_yaxis()\n",
    "    plt.colorbar(maps, pad=0.02, shrink=0.7, ax=ax).ax.set_title('$umol.kg^{-1}$', loc='left')\n",
    "\n",
    "# Hide x labels and tick labels for top plots and y ticks for right plots.\n",
    "#For some reason related to the colormap, it is not working. It works when colormap is not in the figure.\n",
    "#for ax in axs.flat:\n",
    "#    ax.label_outer()\n",
    "\n",
    "# so\n",
    "axs[0].set(xlabel=None), axs[1].set(xlabel=None)\n",
    "    \n",
    "plt.tight_layout()\n",
    "\n",
    "savepath = '/home/shkifmmp/_WORK/notebooks/shared-notebooks/'\n",
    "plt.savefig(savepath + 'DIC_ross_zonalmeananom.pdf', format='PDF')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 227,
   "metadata": {},
   "outputs": [],
   "source": [
    "#for ax in axs.flat:\n",
    "#    eval('map1 = ax.pcolormesh(lat_p, depth_p, dic58_mean.isel(y =slice(0,99), deptht=slice(0,30)), cmap=cm.tempo_r);')\n",
    "#    ax.plot(lat, mld69_mean.isel(y=slice(0,99)), color='purple')\n",
    "#    plt.colorbar(map1, pad=0.02, shrink=0.7).ax.set_title('$umol.kg^{-1}$', loc='left')\n",
    "#    #c.ax.set_title('$umol.kg^{-1}$', loc='left')\n",
    "#    ax.set(xlabel='Latitute', ylabel='Depth (m)')\n",
    "#    ax.invert_yaxis()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "PO4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x864 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(3, 1, figsize=(8,12))\n",
    "\n",
    "plt.suptitle('Zonal Mean (170.25E-150.25W) Anomalies referring to 1958-1968', fontsize=15, y=0.99)\n",
    "anom1 = po4_69_mean.isel(y =slice(0,99), deptht=slice(0,30)) - po4_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax= 0.053; vmin= -0.093\n",
    "map2 = axs[0].pcolormesh(lat_p, depth_p, anom1, cmap=cm.balance, vmax= 0.07, vmin= -0.07);\n",
    "axs[0].plot(lat, mld69_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[0].set_title('PO4 (1969-1974)', fontsize= 14)\n",
    "\n",
    "anom2 = po4_75_mean.isel(y =slice(0,99), deptht=slice(0,30))-po4_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax=0.080 vmin=-0.193\n",
    "map3 = axs[1].pcolormesh(lat_p, depth_p, anom2, cmap=cm.balance, vmax= 0.15, vmin= -0.15);\n",
    "axs[1].plot(lat, mld75_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[1].set_title('PO4 (1975-1979)', fontsize= 14)\n",
    "\n",
    "anom3 = po4_80_mean.isel(y =slice(0,99),deptht=slice(0,30))-po4_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax=0.081 vmin=-0.269\n",
    "map4 = axs[2].pcolormesh(lat_p, depth_p, anom3, cmap=cm.balance, vmax= 0.2, vmin= -0.2);\n",
    "axs[2].plot(lat, mld80_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[2].set_title('PO4 (1980-1983)', fontsize= 14)\n",
    "\n",
    "for ax, maps in zip(axs.flat, [map2, map3, map4]) :\n",
    "    ax.set(xlabel='Latitute', ylabel='Depth (m)'), ax.xaxis.label.set_size(14),ax.yaxis.label.set_size(14)\n",
    "    ax.invert_yaxis()\n",
    "    plt.colorbar(maps, pad=0.02, shrink=0.7, ax=ax).ax.set_title('$mmol.m^{-3}$', loc='left')\n",
    "\n",
    "axs[0].set(xlabel=None), axs[1].set(xlabel=None)\n",
    "    \n",
    "plt.tight_layout()\n",
    "\n",
    "savepath = '/home/shkifmmp/_WORK/notebooks/shared-notebooks/'\n",
    "plt.savefig(savepath + 'PO4_ross_zonalmeananom.pdf', format='PDF')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(-23.75091248)"
      ]
     },
     "execution_count": 114,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "anom3.min().values"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "O2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x864 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(3, 1, figsize=(8,12))\n",
    "\n",
    "plt.suptitle('Zonal Mean (170.25E-150.25W) Anomalies referring to 1958-1968', fontsize=15, y=0.99)\n",
    "anom1 = o2_69_mean.isel(y =slice(0,99), deptht=slice(0,30)) - o2_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax= 33.149; vmin= -22.775\n",
    "map2 = axs[0].pcolormesh(lat_p, depth_p, anom1, cmap=cm.balance, vmax= 30, vmin= -30);\n",
    "axs[0].plot(lat, mld69_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[0].set_title('O2 (1969-1974)', fontsize= 14)\n",
    "\n",
    "anom2 = o2_75_mean.isel(y =slice(0,99), deptht=slice(0,30))-o2_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax=48.247 vmin=-25.398\n",
    "map3 = axs[1].pcolormesh(lat_p, depth_p, anom2, cmap=cm.balance, vmax= 45, vmin= -40);\n",
    "axs[1].plot(lat, mld75_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[1].set_title('O2 (1975-1979)', fontsize= 14)\n",
    "\n",
    "anom3 = o2_80_mean.isel(y =slice(0,99),deptht=slice(0,30))-o2_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax=42.072 vmin=-23.751\n",
    "map4 = axs[2].pcolormesh(lat_p, depth_p, anom3, cmap=cm.balance, vmax= 40, vmin= -40);\n",
    "axs[2].plot(lat, mld80_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[2].set_title('O2 (1980-1983)', fontsize= 14)\n",
    "\n",
    "for ax, maps in zip(axs.flat, [map2, map3, map4]) :\n",
    "    ax.set(xlabel='Latitute', ylabel='Depth (m)'), ax.xaxis.label.set_size(14),ax.yaxis.label.set_size(14)\n",
    "    ax.invert_yaxis()\n",
    "    plt.colorbar(maps, pad=0.02, shrink=0.7, ax=ax).ax.set_title('$mmol.m^{-3}$', loc='left')\n",
    "\n",
    "axs[0].set(xlabel=None), axs[1].set(xlabel=None)\n",
    "    \n",
    "plt.tight_layout()\n",
    "\n",
    "savepath = '/home/shkifmmp/_WORK/notebooks/shared-notebooks/'\n",
    "plt.savefig(savepath + 'O2_ross_zonalmeananom.pdf', format='PDF')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Temperature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array(1.98049582), array(-0.90898843))"
      ]
     },
     "execution_count": 125,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "anom3.max().values, anom3.min().values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 127,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x864 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(3, 1, figsize=(8,12))\n",
    "\n",
    "plt.suptitle('Zonal Mean (170.25E-150.25W) Anomalies referring to 1958-1968', fontsize=15, y=0.99)\n",
    "anom1 = temp_69_mean.isel(y =slice(0,99), deptht=slice(0,30)) - temp_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax= 0.649; vmin= -0.547\n",
    "map2 = axs[0].pcolormesh(lat_p, depth_p, anom1, cmap=cm.balance, vmax= 0.6, vmin=-0.6);\n",
    "axs[0].plot(lat, mld69_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[0].set_title('Temperature (1969-1974)', fontsize= 14)\n",
    "\n",
    "anom2 = temp_75_mean.isel(y =slice(0,99), deptht=slice(0,30))-temp_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax=1.438 vmin=-0.905\n",
    "map3 = axs[1].pcolormesh(lat_p, depth_p, anom2, cmap=cm.balance, vmax=1.4, vmin=-1.4);\n",
    "axs[1].plot(lat, mld75_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[1].set_title('Temperature (1975-1979)', fontsize= 14)\n",
    "\n",
    "anom3 = temp_80_mean.isel(y =slice(0,99),deptht=slice(0,30))-temp_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax=1.985 vmin=-0.909\n",
    "map4 = axs[2].pcolormesh(lat_p, depth_p, anom3, cmap=cm.balance, vmax= 1.9, vmin= -1.9);\n",
    "axs[2].plot(lat, mld80_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[2].set_title('Temperature (1980-1983)', fontsize= 14)\n",
    "\n",
    "for ax, maps in zip(axs.flat, [map2, map3, map4]) :\n",
    "    ax.set(xlabel='Latitute', ylabel='Depth (m)'), ax.xaxis.label.set_size(14),ax.yaxis.label.set_size(14)\n",
    "    ax.invert_yaxis()\n",
    "    plt.colorbar(maps, pad=0.02, shrink=0.7, ax=ax).ax.set_title('$^\\circ$C', loc='left')\n",
    "\n",
    "axs[0].set(xlabel=None), axs[1].set(xlabel=None)\n",
    "    \n",
    "plt.tight_layout()\n",
    "\n",
    "savepath = '/home/shkifmmp/_WORK/notebooks/shared-notebooks/'\n",
    "plt.savefig(savepath + 'temp_ross_zonalmeananom.pdf', format='PDF')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Salinity"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array(0.15976868), array(-0.18946285))"
      ]
     },
     "execution_count": 134,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "anom1.max().values, anom1.min().values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x864 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(3, 1, figsize=(8,12))\n",
    "\n",
    "plt.suptitle('Zonal Mean (170.25E-150.25W) Anomalies referring to 1958-1968', fontsize=15, y=0.99)\n",
    "anom1 = sal_69_mean.isel(y =slice(0,99), deptht=slice(0,30)) - sal_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax= 0.159; vmin= -0.189\n",
    "map2 = axs[0].pcolormesh(lat_p, depth_p, anom1, cmap=cm.balance, vmax= 0.17, vmin=-0.17);\n",
    "axs[0].plot(lat, mld69_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[0].set_title('Salinity (1969-1974)', fontsize= 14)\n",
    "\n",
    "anom2 = sal_75_mean.isel(y =slice(0,99), deptht=slice(0,30))-sal_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax=0.319 vmin=-0.253\n",
    "map3 = axs[1].pcolormesh(lat_p, depth_p, anom2, cmap=cm.balance, vmax= 0.3, vmin= -0.3);\n",
    "axs[1].plot(lat, mld75_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[1].set_title('Salinity (1975-1979)', fontsize= 14)\n",
    "\n",
    "anom3 = sal_80_mean.isel(y =slice(0,99),deptht=slice(0,30))-sal_58_mean.isel(y =slice(0,99), deptht=slice(0,30)) #vmax=0.429 vmin=-0.244\n",
    "map4 = axs[2].pcolormesh(lat_p, depth_p, anom3, cmap=cm.balance, vmax= 0.4, vmin= -0.4);\n",
    "axs[2].plot(lat, mld80_mean.isel(y=slice(0,99)), color='purple')\n",
    "axs[2].set_title('Salinity (1980-1983)', fontsize= 14)\n",
    "\n",
    "for ax, maps in zip(axs.flat, [map2, map3, map4]) :\n",
    "    ax.set(xlabel='Latitute', ylabel='Depth (m)'), ax.xaxis.label.set_size(14),ax.yaxis.label.set_size(14)\n",
    "    ax.invert_yaxis()\n",
    "    plt.colorbar(maps, pad=0.02, shrink=0.7, ax=ax)\n",
    "\n",
    "\n",
    "axs[0].set(xlabel=None), axs[1].set(xlabel=None)\n",
    "    \n",
    "plt.tight_layout()\n",
    "\n",
    "savepath = '/home/shkifmmp/_WORK/notebooks/shared-notebooks/'\n",
    "plt.savefig(savepath + 'sal_ross_zonalmeananom.pdf', format='PDF')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:py3_std]",
   "language": "python",
   "name": "conda-env-py3_std-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": "3.7.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}