{
 "cells": [
  {
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   "execution_count": 16,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-04-07T13:22:43.059942Z",
     "iopub.status.busy": "2021-04-07T13:22:43.059448Z",
     "iopub.status.idle": "2021-04-07T13:22:43.067459Z",
     "shell.execute_reply": "2021-04-07T13:22:43.066451Z",
     "shell.execute_reply.started": "2021-04-07T13:22:43.059885Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<xarray.core.options.set_options at 0x7ff000ed4c18>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import xarray as xr\n",
    "import pandas as pd\n",
    "\n",
    "xr.set_options(keep_attrs=True, display_style=\"html\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-04-07T13:21:30.271070Z",
     "iopub.status.busy": "2021-04-07T13:21:30.270501Z",
     "iopub.status.idle": "2021-04-07T13:21:30.276883Z",
     "shell.execute_reply": "2021-04-07T13:21:30.275563Z",
     "shell.execute_reply.started": "2021-04-07T13:21:30.271003Z"
    }
   },
   "outputs": [],
   "source": [
    "station = \"Davis\"\n",
    "inpath = \"/projekt2/hochatm/akuchar/from_GStobel/analysis_h5only/\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# LTC group"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-04-07T13:15:08.326504Z",
     "iopub.status.busy": "2021-04-07T13:15:08.326020Z",
     "iopub.status.idle": "2021-04-07T13:15:08.719757Z",
     "shell.execute_reply": "2021-04-07T13:15:08.718928Z",
     "shell.execute_reply.started": "2021-04-07T13:15:08.326443Z"
    }
   },
   "outputs": [
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:             (alt: 26, phony_dim_2: 4, phony_dim_3: 12, phony_dim_4: 1, time: 192)\n",
       "Coordinates:\n",
       "  * alt                 (alt) float64 70.0 72.0 74.0 76.0 ... 116.0 118.0 120.0\n",
       "  * time                (time) datetime64[ns] 2005-01-31 ... 2020-12-31\n",
       "Dimensions without coordinates: phony_dim_2, phony_dim_3, phony_dim_4\n",
       "Data variables:\n",
       "    A12u_mod            (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A12u_mod_err        (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A12u_sol_cycle      (phony_dim_2, phony_dim_3, alt) float64 nan nan ... nan\n",
       "    A12u_sol_cycle_err  (phony_dim_2, phony_dim_3, alt) float64 nan nan ... nan\n",
       "    A12um_mod           (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A12um_mod_err       (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A12v_mod            (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A12v_mod_err        (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A12v_sol_cycle      (phony_dim_2, phony_dim_3, alt) float64 nan nan ... nan\n",
       "    A12v_sol_cycle_err  (phony_dim_2, phony_dim_3, alt) float64 nan nan ... nan\n",
       "    A12vm_mod           (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A12vm_mod_err       (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A24u_mod            (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A24u_mod_err        (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A24u_sol_cycle      (phony_dim_2, phony_dim_3, alt) float64 nan nan ... nan\n",
       "    A24u_sol_cycle_err  (phony_dim_2, phony_dim_3, alt) float64 nan nan ... nan\n",
       "    A24um_mod           (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A24um_mod_err       (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A24v_mod            (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A24v_mod_err        (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A24v_sol_cycle      (phony_dim_2, phony_dim_3, alt) float64 nan nan ... nan\n",
       "    A24v_sol_cycle_err  (phony_dim_2, phony_dim_3, alt) float64 nan nan ... nan\n",
       "    A24vm_mod           (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    A24vm_mod_err       (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    GW_mod              (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    GW_mod_err          (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    PW_mod              (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    PW_mod_err          (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    day                 (time, phony_dim_4) float64 15.0 15.0 15.0 ... 15.0 15.0\n",
       "    month               (time, phony_dim_4) float64 1.0 2.0 3.0 ... 11.0 12.0\n",
       "    p12u_sol_cycle      (phony_dim_3, alt) float64 nan nan nan ... nan nan nan\n",
       "    p12u_sol_cycle_err  (phony_dim_3, alt) float64 nan nan nan ... nan nan nan\n",
       "    p12v_sol_cycle      (phony_dim_3, alt) float64 nan nan nan ... nan nan nan\n",
       "    p12v_sol_cycle_err  (phony_dim_3, alt) float64 nan nan nan ... nan nan nan\n",
       "    p24u_sol_cycle      (phony_dim_3, alt) float64 nan nan nan ... nan nan nan\n",
       "    p24u_sol_cycle_err  (phony_dim_3, alt) float64 nan nan nan ... nan nan nan\n",
       "    p24v_sol_cycle      (phony_dim_3, alt) float64 nan nan nan ... nan nan nan\n",
       "    p24v_sol_cycle_err  (phony_dim_3, alt) float64 nan nan nan ... nan nan nan\n",
       "    pu0_sol_cycle       (phony_dim_3, alt) float64 nan nan nan ... nan nan nan\n",
       "    pu0_sol_cycle_err   (phony_dim_3, alt) float64 nan nan nan ... nan nan nan\n",
       "    pv0_sol_cycle       (phony_dim_3, alt) float64 nan nan nan ... nan nan nan\n",
       "    pv0_sol_cycle_err   (phony_dim_3, alt) float64 nan nan nan ... nan nan nan\n",
       "    season              (phony_dim_3, phony_dim_4) float64 7.378e+05 ... 7.38...\n",
       "    u0_mod              (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    u0_mod_err          (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    u0_sol_cycle        (phony_dim_2, phony_dim_3, alt) float64 nan nan ... nan\n",
       "    u0_sol_cycle_err    (phony_dim_2, phony_dim_3, alt) float64 nan nan ... nan\n",
       "    u0m_mod             (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    u0m_mod_err         (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    u0m_sol_cycle       (phony_dim_2, alt) float64 nan nan nan ... nan nan nan\n",
       "    u0m_sol_cycle_err   (phony_dim_2, alt) float64 nan nan nan ... nan nan nan\n",
       "    v0_mod              (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    v0_mod_err          (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    v0_sol_cycle        (phony_dim_2, phony_dim_3, alt) float64 nan nan ... nan\n",
       "    v0_sol_cycle_err    (phony_dim_2, phony_dim_3, alt) float64 nan nan ... nan\n",
       "    v0m_mod             (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    v0m_mod_err         (time, alt) float64 nan nan nan nan ... nan nan nan nan\n",
       "    v0m_sol_cycle       (phony_dim_2, alt) float64 nan nan nan ... nan nan nan\n",
       "    v0m_sol_cycle_err   (phony_dim_2, alt) float64 nan nan nan ... nan nan nan\n",
       "    year                (time, phony_dim_4) float64 2.005e+03 ... 2.02e+03</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-c08ed56b-62e4-4d61-b4a4-4a468e67f25d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c08ed56b-62e4-4d61-b4a4-4a468e67f25d' 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'>alt</span>: 26</li><li><span>phony_dim_2</span>: 4</li><li><span>phony_dim_3</span>: 12</li><li><span>phony_dim_4</span>: 1</li><li><span class='xr-has-index'>time</span>: 192</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-20d500e3-deba-405b-971d-51ee85e73c44' class='xr-section-summary-in' type='checkbox'  checked><label for='section-20d500e3-deba-405b-971d-51ee85e73c44' class='xr-section-summary' >Coordinates: <span>(2)</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'>alt</span></div><div class='xr-var-dims'>(alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>70.0 72.0 74.0 ... 118.0 120.0</div><input id='attrs-4d9fc98b-bd40-45b1-86da-bbf9b5293c77' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4d9fc98b-bd40-45b1-86da-bbf9b5293c77' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8837e361-6560-4d37-8960-7e6aa463e750' class='xr-var-data-in' type='checkbox'><label for='data-8837e361-6560-4d37-8960-7e6aa463e750' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>altitude :</span></dt><dd>altitude / km</dd></dl></div><div class='xr-var-data'><pre>array([ 70.,  72.,  74.,  76.,  78.,  80.,  82.,  84.,  86.,  88.,  90.,  92.,\n",
       "        94.,  96.,  98., 100., 102., 104., 106., 108., 110., 112., 114., 116.,\n",
       "       118., 120.])</pre></div></li><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'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2005-01-31 ... 2020-12-31</div><input id='attrs-6580b9b2-15c4-4b46-a056-01229f45a26d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6580b9b2-15c4-4b46-a056-01229f45a26d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bfad7e36-8395-43df-8968-6dbaccdd5619' class='xr-var-data-in' type='checkbox'><label for='data-bfad7e36-8395-43df-8968-6dbaccdd5619' title='Show/Hide data 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;2005-01-31T00:00:00.000000000&#x27;, &#x27;2005-02-28T00:00:00.000000000&#x27;,\n",
       "       &#x27;2005-03-31T00:00:00.000000000&#x27;, &#x27;2005-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2005-05-31T00:00:00.000000000&#x27;, &#x27;2005-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2005-07-31T00:00:00.000000000&#x27;, &#x27;2005-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2005-09-30T00:00:00.000000000&#x27;, &#x27;2005-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2005-11-30T00:00:00.000000000&#x27;, &#x27;2005-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2006-01-31T00:00:00.000000000&#x27;, &#x27;2006-02-28T00:00:00.000000000&#x27;,\n",
       "       &#x27;2006-03-31T00:00:00.000000000&#x27;, &#x27;2006-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2006-05-31T00:00:00.000000000&#x27;, &#x27;2006-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2006-07-31T00:00:00.000000000&#x27;, &#x27;2006-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2006-09-30T00:00:00.000000000&#x27;, &#x27;2006-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2006-11-30T00:00:00.000000000&#x27;, &#x27;2006-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2007-01-31T00:00:00.000000000&#x27;, &#x27;2007-02-28T00:00:00.000000000&#x27;,\n",
       "       &#x27;2007-03-31T00:00:00.000000000&#x27;, &#x27;2007-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2007-05-31T00:00:00.000000000&#x27;, &#x27;2007-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2007-07-31T00:00:00.000000000&#x27;, &#x27;2007-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2007-09-30T00:00:00.000000000&#x27;, &#x27;2007-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2007-11-30T00:00:00.000000000&#x27;, &#x27;2007-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2008-01-31T00:00:00.000000000&#x27;, &#x27;2008-02-29T00:00:00.000000000&#x27;,\n",
       "       &#x27;2008-03-31T00:00:00.000000000&#x27;, &#x27;2008-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2008-05-31T00:00:00.000000000&#x27;, &#x27;2008-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2008-07-31T00:00:00.000000000&#x27;, &#x27;2008-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2008-09-30T00:00:00.000000000&#x27;, &#x27;2008-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2008-11-30T00:00:00.000000000&#x27;, &#x27;2008-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2009-01-31T00:00:00.000000000&#x27;, &#x27;2009-02-28T00:00:00.000000000&#x27;,\n",
       "       &#x27;2009-03-31T00:00:00.000000000&#x27;, &#x27;2009-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2009-05-31T00:00:00.000000000&#x27;, &#x27;2009-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2009-07-31T00:00:00.000000000&#x27;, &#x27;2009-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2009-09-30T00:00:00.000000000&#x27;, &#x27;2009-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2009-11-30T00:00:00.000000000&#x27;, &#x27;2009-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2010-01-31T00:00:00.000000000&#x27;, &#x27;2010-02-28T00:00:00.000000000&#x27;,\n",
       "       &#x27;2010-03-31T00:00:00.000000000&#x27;, &#x27;2010-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2010-05-31T00:00:00.000000000&#x27;, &#x27;2010-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2010-07-31T00:00:00.000000000&#x27;, &#x27;2010-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2010-09-30T00:00:00.000000000&#x27;, &#x27;2010-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2010-11-30T00:00:00.000000000&#x27;, &#x27;2010-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2011-01-31T00:00:00.000000000&#x27;, &#x27;2011-02-28T00:00:00.000000000&#x27;,\n",
       "       &#x27;2011-03-31T00:00:00.000000000&#x27;, &#x27;2011-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2011-05-31T00:00:00.000000000&#x27;, &#x27;2011-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2011-07-31T00:00:00.000000000&#x27;, &#x27;2011-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2011-09-30T00:00:00.000000000&#x27;, &#x27;2011-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2011-11-30T00:00:00.000000000&#x27;, &#x27;2011-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2012-01-31T00:00:00.000000000&#x27;, &#x27;2012-02-29T00:00:00.000000000&#x27;,\n",
       "       &#x27;2012-03-31T00:00:00.000000000&#x27;, &#x27;2012-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2012-05-31T00:00:00.000000000&#x27;, &#x27;2012-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2012-07-31T00:00:00.000000000&#x27;, &#x27;2012-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2012-09-30T00:00:00.000000000&#x27;, &#x27;2012-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2012-11-30T00:00:00.000000000&#x27;, &#x27;2012-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2013-01-31T00:00:00.000000000&#x27;, &#x27;2013-02-28T00:00:00.000000000&#x27;,\n",
       "       &#x27;2013-03-31T00:00:00.000000000&#x27;, &#x27;2013-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2013-05-31T00:00:00.000000000&#x27;, &#x27;2013-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2013-07-31T00:00:00.000000000&#x27;, &#x27;2013-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2013-09-30T00:00:00.000000000&#x27;, &#x27;2013-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2013-11-30T00:00:00.000000000&#x27;, &#x27;2013-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2014-01-31T00:00:00.000000000&#x27;, &#x27;2014-02-28T00:00:00.000000000&#x27;,\n",
       "       &#x27;2014-03-31T00:00:00.000000000&#x27;, &#x27;2014-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2014-05-31T00:00:00.000000000&#x27;, &#x27;2014-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2014-07-31T00:00:00.000000000&#x27;, &#x27;2014-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2014-09-30T00:00:00.000000000&#x27;, &#x27;2014-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2014-11-30T00:00:00.000000000&#x27;, &#x27;2014-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2015-01-31T00:00:00.000000000&#x27;, &#x27;2015-02-28T00:00:00.000000000&#x27;,\n",
       "       &#x27;2015-03-31T00:00:00.000000000&#x27;, &#x27;2015-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2015-05-31T00:00:00.000000000&#x27;, &#x27;2015-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2015-07-31T00:00:00.000000000&#x27;, &#x27;2015-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2015-09-30T00:00:00.000000000&#x27;, &#x27;2015-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2015-11-30T00:00:00.000000000&#x27;, &#x27;2015-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2016-01-31T00:00:00.000000000&#x27;, &#x27;2016-02-29T00:00:00.000000000&#x27;,\n",
       "       &#x27;2016-03-31T00:00:00.000000000&#x27;, &#x27;2016-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2016-05-31T00:00:00.000000000&#x27;, &#x27;2016-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2016-07-31T00:00:00.000000000&#x27;, &#x27;2016-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2016-09-30T00:00:00.000000000&#x27;, &#x27;2016-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2016-11-30T00:00:00.000000000&#x27;, &#x27;2016-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2017-01-31T00:00:00.000000000&#x27;, &#x27;2017-02-28T00:00:00.000000000&#x27;,\n",
       "       &#x27;2017-03-31T00:00:00.000000000&#x27;, &#x27;2017-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2017-05-31T00:00:00.000000000&#x27;, &#x27;2017-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2017-07-31T00:00:00.000000000&#x27;, &#x27;2017-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2017-09-30T00:00:00.000000000&#x27;, &#x27;2017-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2017-11-30T00:00:00.000000000&#x27;, &#x27;2017-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2018-01-31T00:00:00.000000000&#x27;, &#x27;2018-02-28T00:00:00.000000000&#x27;,\n",
       "       &#x27;2018-03-31T00:00:00.000000000&#x27;, &#x27;2018-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2018-05-31T00:00:00.000000000&#x27;, &#x27;2018-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2018-07-31T00:00:00.000000000&#x27;, &#x27;2018-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2018-09-30T00:00:00.000000000&#x27;, &#x27;2018-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2018-11-30T00:00:00.000000000&#x27;, &#x27;2018-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2019-01-31T00:00:00.000000000&#x27;, &#x27;2019-02-28T00:00:00.000000000&#x27;,\n",
       "       &#x27;2019-03-31T00:00:00.000000000&#x27;, &#x27;2019-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2019-05-31T00:00:00.000000000&#x27;, &#x27;2019-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2019-07-31T00:00:00.000000000&#x27;, &#x27;2019-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2019-09-30T00:00:00.000000000&#x27;, &#x27;2019-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2019-11-30T00:00:00.000000000&#x27;, &#x27;2019-12-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2020-01-31T00:00:00.000000000&#x27;, &#x27;2020-02-29T00:00:00.000000000&#x27;,\n",
       "       &#x27;2020-03-31T00:00:00.000000000&#x27;, &#x27;2020-04-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2020-05-31T00:00:00.000000000&#x27;, &#x27;2020-06-30T00:00:00.000000000&#x27;,\n",
       "       &#x27;2020-07-31T00:00:00.000000000&#x27;, &#x27;2020-08-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2020-09-30T00:00:00.000000000&#x27;, &#x27;2020-10-31T00:00:00.000000000&#x27;,\n",
       "       &#x27;2020-11-30T00:00:00.000000000&#x27;, &#x27;2020-12-31T00:00:00.000000000&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-659906bf-12d1-499f-bcf7-f9c62874aacb' class='xr-section-summary-in' type='checkbox'  ><label for='section-659906bf-12d1-499f-bcf7-f9c62874aacb' class='xr-section-summary' >Data variables: <span>(60)</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>A12u_mod</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-efa69968-d5c2-47b7-a213-e7e422775159' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-efa69968-d5c2-47b7-a213-e7e422775159' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a5cc2529-bc59-43c2-a032-53d35affc7c1' class='xr-var-data-in' type='checkbox'><label for='data-a5cc2529-bc59-43c2-a032-53d35affc7c1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>zonal analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A12u_mod_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-60dc5b34-8b82-4992-bbc7-7efa115036b2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-60dc5b34-8b82-4992-bbc7-7efa115036b2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-50eb7875-616e-4872-adc8-65621da2faaa' class='xr-var-data-in' type='checkbox'><label for='data-50eb7875-616e-4872-adc8-65621da2faaa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty zonal analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A12u_sol_cycle</span></div><div class='xr-var-dims'>(phony_dim_2, phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c0713409-101e-4252-9877-5405d8e03caf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c0713409-101e-4252-9877-5405d8e03caf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-996e2d6a-fdc3-4c54-9537-2184ad35ea0e' class='xr-var-data-in' type='checkbox'><label for='data-996e2d6a-fdc3-4c54-9537-2184ad35ea0e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>semidiurnal (zonal) amplitude analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A12u_sol_cycle_err</span></div><div class='xr-var-dims'>(phony_dim_2, phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d1213463-ccbd-43a3-8c6a-e580c337bb97' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d1213463-ccbd-43a3-8c6a-e580c337bb97' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-00150a8e-4da4-4b1c-81ba-2cfec483f07d' class='xr-var-data-in' type='checkbox'><label for='data-00150a8e-4da4-4b1c-81ba-2cfec483f07d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>semidiurnal (zonal) statistical uncertainty zonal analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A12um_mod</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-33b6a768-0802-4bc1-9553-04ff63e757ad' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-33b6a768-0802-4bc1-9553-04ff63e757ad' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7e70db57-a626-4750-9925-e28a74026d44' class='xr-var-data-in' type='checkbox'><label for='data-7e70db57-a626-4750-9925-e28a74026d44' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>zonal analysis long term change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A12um_mod_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-81be9c7c-9f2c-4232-8b8a-e0395d58df8b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-81be9c7c-9f2c-4232-8b8a-e0395d58df8b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-20430c4e-8401-4c77-b6f5-1d70ec2f7bfb' class='xr-var-data-in' type='checkbox'><label for='data-20430c4e-8401-4c77-b6f5-1d70ec2f7bfb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty zonal analysis long term change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A12v_mod</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d95a0997-7bcb-4ac2-aff2-2afcad0277c4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d95a0997-7bcb-4ac2-aff2-2afcad0277c4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d58cf5dc-bd54-4a13-b990-83bd2a3d48e7' class='xr-var-data-in' type='checkbox'><label for='data-d58cf5dc-bd54-4a13-b990-83bd2a3d48e7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>merid analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A12v_mod_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b7cf2bb5-fb7b-4050-ad37-696a47773d8c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b7cf2bb5-fb7b-4050-ad37-696a47773d8c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9b4dc494-852b-4b55-8256-c86eb173a647' class='xr-var-data-in' type='checkbox'><label for='data-9b4dc494-852b-4b55-8256-c86eb173a647' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty merid analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A12v_sol_cycle</span></div><div class='xr-var-dims'>(phony_dim_2, phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-417b212f-1def-4234-8494-a539ef580f2b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-417b212f-1def-4234-8494-a539ef580f2b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2fe271a2-01da-4c51-a86b-06da4ec5da8a' class='xr-var-data-in' type='checkbox'><label for='data-2fe271a2-01da-4c51-a86b-06da4ec5da8a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>semidiurnal (merid) amplitude analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A12v_sol_cycle_err</span></div><div class='xr-var-dims'>(phony_dim_2, phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0780a6ab-2f8c-405e-8350-89dad969415e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0780a6ab-2f8c-405e-8350-89dad969415e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ea79974b-4406-4eca-80f1-eb98e5bc5ddf' class='xr-var-data-in' type='checkbox'><label for='data-ea79974b-4406-4eca-80f1-eb98e5bc5ddf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>semidiurnal (merid) statistical uncertainty merid analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A12vm_mod</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ae3ff592-9a6f-4201-a7cb-6e81b0788f92' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ae3ff592-9a6f-4201-a7cb-6e81b0788f92' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a94b2113-b1b8-4c10-b119-042e9a0077ff' class='xr-var-data-in' type='checkbox'><label for='data-a94b2113-b1b8-4c10-b119-042e9a0077ff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>merid analysis long term change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A12vm_mod_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2e4d8319-3580-4c22-9e3c-21a479b167dc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2e4d8319-3580-4c22-9e3c-21a479b167dc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-514e04ec-6b62-480b-87cd-6cc15bb76e22' class='xr-var-data-in' type='checkbox'><label for='data-514e04ec-6b62-480b-87cd-6cc15bb76e22' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty zonal analysis long term change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A24u_mod</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d4e4fb09-6a0c-45bd-9808-f3f0dc4aa2ff' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d4e4fb09-6a0c-45bd-9808-f3f0dc4aa2ff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3ebdcb86-b0b3-452d-8335-a79144c37c97' class='xr-var-data-in' type='checkbox'><label for='data-3ebdcb86-b0b3-452d-8335-a79144c37c97' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>zonal analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A24u_mod_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1b8a9a95-cf96-40ba-8d13-ed69566775c8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1b8a9a95-cf96-40ba-8d13-ed69566775c8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2775f63a-8f83-463b-aab0-bb330099d8b5' class='xr-var-data-in' type='checkbox'><label for='data-2775f63a-8f83-463b-aab0-bb330099d8b5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty zonal analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A24u_sol_cycle</span></div><div class='xr-var-dims'>(phony_dim_2, phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ba9c2609-95a5-4e78-a529-f30ce252fe53' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ba9c2609-95a5-4e78-a529-f30ce252fe53' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-57dde391-e727-44df-8492-4cbe7b9f63a4' class='xr-var-data-in' type='checkbox'><label for='data-57dde391-e727-44df-8492-4cbe7b9f63a4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>diurnal (zonal) amplitude analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A24u_sol_cycle_err</span></div><div class='xr-var-dims'>(phony_dim_2, phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-00f5ca54-b91d-4f1f-8394-b526a295803f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-00f5ca54-b91d-4f1f-8394-b526a295803f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-73f1e135-ca7d-4f84-b1e4-735187791968' class='xr-var-data-in' type='checkbox'><label for='data-73f1e135-ca7d-4f84-b1e4-735187791968' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>diurnal (zonal) statistical uncertainty zonal analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A24um_mod</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6c2e4438-a65d-4b0f-99fe-c80b7afe6773' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6c2e4438-a65d-4b0f-99fe-c80b7afe6773' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3174e79-1f0b-4451-9fa5-4a0086e57cf8' class='xr-var-data-in' type='checkbox'><label for='data-b3174e79-1f0b-4451-9fa5-4a0086e57cf8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>zonal analysis long term change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A24um_mod_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6bcbc7e9-0452-4cbc-9f65-a43aab0fdcb7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6bcbc7e9-0452-4cbc-9f65-a43aab0fdcb7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1dd0e5ce-ba3b-46df-91e7-5134ad1b236d' class='xr-var-data-in' type='checkbox'><label for='data-1dd0e5ce-ba3b-46df-91e7-5134ad1b236d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty zonal analysis long term change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A24v_mod</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b5a49776-e16a-4cb7-88ce-46392c383334' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b5a49776-e16a-4cb7-88ce-46392c383334' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9e7c61f2-9519-48fd-b12e-69fab3c87813' class='xr-var-data-in' type='checkbox'><label for='data-9e7c61f2-9519-48fd-b12e-69fab3c87813' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>merid analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A24v_mod_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ecccb124-78c0-47f2-8e1a-0abbca5cf204' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ecccb124-78c0-47f2-8e1a-0abbca5cf204' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-47550a5d-4015-4e84-8fbb-970f8af285a5' class='xr-var-data-in' type='checkbox'><label for='data-47550a5d-4015-4e84-8fbb-970f8af285a5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty merid analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A24v_sol_cycle</span></div><div class='xr-var-dims'>(phony_dim_2, phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b4a99cff-9984-43f4-9e17-06df4e0aa8f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b4a99cff-9984-43f4-9e17-06df4e0aa8f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ad235b6b-17d4-41e1-8feb-d88e3afb1276' class='xr-var-data-in' type='checkbox'><label for='data-ad235b6b-17d4-41e1-8feb-d88e3afb1276' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>diurnal (merid) amplitude analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A24v_sol_cycle_err</span></div><div class='xr-var-dims'>(phony_dim_2, phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9853c2ce-67e4-4731-ba7e-5f3df5a4b5ff' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9853c2ce-67e4-4731-ba7e-5f3df5a4b5ff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eb8d92f1-0da4-4d8c-b5f0-6cbdfe773dc1' class='xr-var-data-in' type='checkbox'><label for='data-eb8d92f1-0da4-4d8c-b5f0-6cbdfe773dc1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>diurnal (merid) statistical uncertainty zonal analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A24vm_mod</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2312246d-e889-4ef7-9b72-c48c850c9506' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2312246d-e889-4ef7-9b72-c48c850c9506' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ff7187dc-9251-4e6c-a080-9b4fe446e351' class='xr-var-data-in' type='checkbox'><label for='data-ff7187dc-9251-4e6c-a080-9b4fe446e351' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>merid analysis long term change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>A24vm_mod_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ce5ff6bc-d90e-4a80-8d03-b4ddb4d179ab' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ce5ff6bc-d90e-4a80-8d03-b4ddb4d179ab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-234ac96e-e0b2-490d-96e7-1279f871882e' class='xr-var-data-in' type='checkbox'><label for='data-234ac96e-e0b2-490d-96e7-1279f871882e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty merid analysis long term change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>GW_mod</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0d008e38-e3cd-4169-a775-48940a3f62ac' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0d008e38-e3cd-4169-a775-48940a3f62ac' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-283897fa-b29a-498f-be28-3c3c1c9ed7f9' class='xr-var-data-in' type='checkbox'><label for='data-283897fa-b29a-498f-be28-3c3c1c9ed7f9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>GW energy analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>GW_mod_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9cc33be8-1667-4d24-9593-6420117bfb85' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9cc33be8-1667-4d24-9593-6420117bfb85' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bce3c5d5-18ad-41b8-b86a-534590ed50a4' class='xr-var-data-in' type='checkbox'><label for='data-bce3c5d5-18ad-41b8-b86a-534590ed50a4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty GW energy analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PW_mod</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-713e4d6d-e867-48b3-8b7b-a8e95671e89a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-713e4d6d-e867-48b3-8b7b-a8e95671e89a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-87d384e3-7acd-4be9-a3c0-379950a588f4' class='xr-var-data-in' type='checkbox'><label for='data-87d384e3-7acd-4be9-a3c0-379950a588f4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>PW energy seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PW_mod_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f504d7d4-e3d2-457f-b6ae-cbe6889fdc3b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f504d7d4-e3d2-457f-b6ae-cbe6889fdc3b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b770f098-eaeb-4722-b1a3-28453ffd7bfa' class='xr-var-data-in' type='checkbox'><label for='data-b770f098-eaeb-4722-b1a3-28453ffd7bfa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty PW energy analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>day</span></div><div class='xr-var-dims'>(time, phony_dim_4)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e18b2ec7-22c3-4b16-a4fa-d2339e4cbe40' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e18b2ec7-22c3-4b16-a4fa-d2339e4cbe40' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-76b798c1-e3e3-4a4e-80dd-85f512051279' class='xr-var-data-in' type='checkbox'><label for='data-76b798c1-e3e3-4a4e-80dd-85f512051279' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>time vector day :</span></dt><dd>reduced</dd></dl></div><div class='xr-var-data'><pre>array([[15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.],\n",
       "       [15.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>month</span></div><div class='xr-var-dims'>(time, phony_dim_4)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.0 2.0 3.0 4.0 ... 10.0 11.0 12.0</div><input id='attrs-5f730ee5-a13b-4061-94c6-3a8a13a7ee42' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5f730ee5-a13b-4061-94c6-3a8a13a7ee42' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ddedcb4a-94f1-4248-bd54-537847822d0c' class='xr-var-data-in' type='checkbox'><label for='data-ddedcb4a-94f1-4248-bd54-537847822d0c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>time vector month :</span></dt><dd>reduced</dd></dl></div><div class='xr-var-data'><pre>array([[ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.],\n",
       "       [ 1.],\n",
       "       [ 2.],\n",
       "       [ 3.],\n",
       "       [ 4.],\n",
       "       [ 5.],\n",
       "       [ 6.],\n",
       "       [ 7.],\n",
       "       [ 8.],\n",
       "       [ 9.],\n",
       "       [10.],\n",
       "       [11.],\n",
       "       [12.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>p12u_sol_cycle</span></div><div class='xr-var-dims'>(phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4d58e085-2750-430f-bc62-622970c6ecc1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4d58e085-2750-430f-bc62-622970c6ecc1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ac03fd69-dc56-4b06-8dde-4f5f6e44999e' class='xr-var-data-in' type='checkbox'><label for='data-ac03fd69-dc56-4b06-8dde-4f5f6e44999e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>semidiurnal (zonal) phase seasonal change :</span></dt><dd>mean, linear change, solar cycle phase</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>p12u_sol_cycle_err</span></div><div class='xr-var-dims'>(phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7274fdec-ac8d-4714-bb19-bd4575b895de' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7274fdec-ac8d-4714-bb19-bd4575b895de' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dec8dfb0-15e2-4c82-994e-e0fca523cca4' class='xr-var-data-in' type='checkbox'><label for='data-dec8dfb0-15e2-4c82-994e-e0fca523cca4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>semidiurnal (zonal) statistical uncertainty zonal phase seasonal change :</span></dt><dd>mean, linear change, solar cycle phase error</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>p12v_sol_cycle</span></div><div class='xr-var-dims'>(phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c308ca07-2b3b-4e82-add2-2e611da7bdd7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c308ca07-2b3b-4e82-add2-2e611da7bdd7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-47463db3-7881-4999-b3bc-0702d044eb14' class='xr-var-data-in' type='checkbox'><label for='data-47463db3-7881-4999-b3bc-0702d044eb14' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>semidiurnal (merid) phase seasonal change :</span></dt><dd>mean, linear change, solar cycle phase</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>p12v_sol_cycle_err</span></div><div class='xr-var-dims'>(phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d69a148c-f8a5-420b-8f1c-9e832e154a2a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d69a148c-f8a5-420b-8f1c-9e832e154a2a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5db2e6c5-64d2-4b17-b341-e8acf009261a' class='xr-var-data-in' type='checkbox'><label for='data-5db2e6c5-64d2-4b17-b341-e8acf009261a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>semidiurnal (merid) statistical uncertainty merid phase seasonal change :</span></dt><dd>mean, linear change, solar cycle phase error</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>p24u_sol_cycle</span></div><div class='xr-var-dims'>(phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9627f34f-f361-4ed2-a836-6c7e292e1b0d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9627f34f-f361-4ed2-a836-6c7e292e1b0d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-91f68fc3-0a8d-44bc-afab-d41c97588c0e' class='xr-var-data-in' type='checkbox'><label for='data-91f68fc3-0a8d-44bc-afab-d41c97588c0e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>diurnal (zonal) phase seasonal change :</span></dt><dd>mean, linear change, solar cycle phase</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>p24u_sol_cycle_err</span></div><div class='xr-var-dims'>(phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f8836488-3851-439c-a2d4-72d25c27f174' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f8836488-3851-439c-a2d4-72d25c27f174' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-173aac6d-def7-4fa5-abfe-420042573eef' class='xr-var-data-in' type='checkbox'><label for='data-173aac6d-def7-4fa5-abfe-420042573eef' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>diurnal (zonal) statistical uncertainty zonal phase seasonal change :</span></dt><dd>mean, linear change, solar cycle phase error</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>p24v_sol_cycle</span></div><div class='xr-var-dims'>(phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-94f3b9ca-44d5-44bf-8c3d-5251c1634785' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-94f3b9ca-44d5-44bf-8c3d-5251c1634785' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5a205033-30b3-4538-9531-0640cf91bf39' class='xr-var-data-in' type='checkbox'><label for='data-5a205033-30b3-4538-9531-0640cf91bf39' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>diurnal (merid) phase seasonal change :</span></dt><dd>mean, linear change, solar cycle phase</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>p24v_sol_cycle_err</span></div><div class='xr-var-dims'>(phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d8618435-6442-420d-840d-ec15214dbc23' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d8618435-6442-420d-840d-ec15214dbc23' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-754d73ba-de33-49b5-9d70-97e59999f30f' class='xr-var-data-in' type='checkbox'><label for='data-754d73ba-de33-49b5-9d70-97e59999f30f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>diurnal (merid) statistical uncertainty merid phase seasonal change :</span></dt><dd>mean, linear change, solar cycle phase error</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pu0_sol_cycle</span></div><div class='xr-var-dims'>(phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dcdaf575-01fd-4931-a286-7d7177f24f86' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dcdaf575-01fd-4931-a286-7d7177f24f86' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-93cf3351-8db3-40a2-abb1-986247538120' class='xr-var-data-in' type='checkbox'><label for='data-93cf3351-8db3-40a2-abb1-986247538120' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>zonal phase analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle phase</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pu0_sol_cycle_err</span></div><div class='xr-var-dims'>(phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3550f828-1620-48e3-a5cd-02e392a6778b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3550f828-1620-48e3-a5cd-02e392a6778b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a6c659fa-2a7d-4194-83c2-712143549966' class='xr-var-data-in' type='checkbox'><label for='data-a6c659fa-2a7d-4194-83c2-712143549966' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty zonal phase analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle phase</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pv0_sol_cycle</span></div><div class='xr-var-dims'>(phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-df0f7912-645e-46fa-8e25-6b81765c62a5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-df0f7912-645e-46fa-8e25-6b81765c62a5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f57ecd4f-140b-457e-94b3-3046ca79e482' class='xr-var-data-in' type='checkbox'><label for='data-f57ecd4f-140b-457e-94b3-3046ca79e482' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>merid phase analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle phase</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pv0_sol_cycle_err</span></div><div class='xr-var-dims'>(phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2978d072-4a93-4737-b8fa-ee59113f3011' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2978d072-4a93-4737-b8fa-ee59113f3011' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e91074e8-572b-40bb-b744-8fa2713917f5' class='xr-var-data-in' type='checkbox'><label for='data-e91074e8-572b-40bb-b744-8fa2713917f5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty merid phase analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle phase</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>season</span></div><div class='xr-var-dims'>(phony_dim_3, phony_dim_4)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-70bf55e2-3d62-4972-a1c0-3d30aa537dc4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-70bf55e2-3d62-4972-a1c0-3d30aa537dc4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b4fa647a-d043-47f3-8990-a4c35f4b68e5' class='xr-var-data-in' type='checkbox'><label for='data-b4fa647a-d043-47f3-8990-a4c35f4b68e5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>time vector season :</span></dt><dd>season in months</dd></dl></div><div class='xr-var-data'><pre>array([[737791.],\n",
       "       [737822.],\n",
       "       [737851.],\n",
       "       [737882.],\n",
       "       [737912.],\n",
       "       [737943.],\n",
       "       [737973.],\n",
       "       [738004.],\n",
       "       [738035.],\n",
       "       [738065.],\n",
       "       [738096.],\n",
       "       [738126.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u0_mod</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a6eff145-66db-4f91-a43e-91f4285a1110' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a6eff145-66db-4f91-a43e-91f4285a1110' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-240cb8d0-22c9-44bc-981c-f0faee17b463' class='xr-var-data-in' type='checkbox'><label for='data-240cb8d0-22c9-44bc-981c-f0faee17b463' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>zonal wind sesonal fit :</span></dt><dd>zonal wind / m/s</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u0_mod_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c6ace341-93cc-416d-addd-5b54b871528f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c6ace341-93cc-416d-addd-5b54b871528f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c70c891f-8bc1-4c2c-98fb-d385a5aa0b8c' class='xr-var-data-in' type='checkbox'><label for='data-c70c891f-8bc1-4c2c-98fb-d385a5aa0b8c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty zonal wind sesonal fit :</span></dt><dd>zonal wind error / m/s</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u0_sol_cycle</span></div><div class='xr-var-dims'>(phony_dim_2, phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-86a1775f-a42d-4fc6-8bb8-f434e96e806d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-86a1775f-a42d-4fc6-8bb8-f434e96e806d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dabebf53-926d-4093-afc2-25ff015fd22d' class='xr-var-data-in' type='checkbox'><label for='data-dabebf53-926d-4093-afc2-25ff015fd22d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>zonal analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u0_sol_cycle_err</span></div><div class='xr-var-dims'>(phony_dim_2, phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a99e562e-f6a3-4567-b329-152f5caee8d7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a99e562e-f6a3-4567-b329-152f5caee8d7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ad05d1ea-1ddb-472c-b892-50ea1f980567' class='xr-var-data-in' type='checkbox'><label for='data-ad05d1ea-1ddb-472c-b892-50ea1f980567' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty zonal analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u0m_mod</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7d2de045-1cb4-42b3-9e51-4862fce0edf7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7d2de045-1cb4-42b3-9e51-4862fce0edf7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-11b956a7-24d3-4ba0-a6c8-10fd0e51a5ac' class='xr-var-data-in' type='checkbox'><label for='data-11b956a7-24d3-4ba0-a6c8-10fd0e51a5ac' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>zonal wind sesonal fit (yearly mean) :</span></dt><dd>zonal wind / m/s</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u0m_mod_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dad44074-b126-481d-b777-b2b938cea4fd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dad44074-b126-481d-b777-b2b938cea4fd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d54c056c-5614-4782-bf23-e51a8511ac7a' class='xr-var-data-in' type='checkbox'><label for='data-d54c056c-5614-4782-bf23-e51a8511ac7a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty zonal wind sesonal fit (yearly mean) :</span></dt><dd>zonal wind error / m/s</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u0m_sol_cycle</span></div><div class='xr-var-dims'>(phony_dim_2, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-60e588df-be5d-46c1-98e4-f4219b7357ee' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-60e588df-be5d-46c1-98e4-f4219b7357ee' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-27cb73cd-0ff2-4d3e-9c44-645ce3fdacf4' class='xr-var-data-in' type='checkbox'><label for='data-27cb73cd-0ff2-4d3e-9c44-645ce3fdacf4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>zonal analysis long term change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[          nan,           nan,           nan,           nan,\n",
       "        -6.829139e+01, -1.694966e+02, -2.079974e+02, -1.862876e+02,\n",
       "        -1.410039e+02, -8.683665e+01, -4.870395e+01, -3.988842e+01,\n",
       "        -6.103040e+01, -1.032058e+02, -1.746716e+02, -4.253603e+02,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan,           nan,           nan,           nan,\n",
       "         3.118664e-02,  8.185882e-02,  1.019037e-01,  9.233857e-02,\n",
       "         7.119051e-02,  4.562357e-02,  2.789682e-02,  2.447429e-02,\n",
       "         3.554898e-02,  5.661109e-02,  9.183372e-02,  2.153632e-01,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan,           nan,           nan,           nan,\n",
       "        -4.773076e-01, -3.700629e-01, -1.228947e-01,  1.287101e-01,\n",
       "         3.596219e-01,  5.934313e-01,  9.155598e-01,  1.264906e+00,\n",
       "         1.658232e+00,  2.029574e+00,  2.185286e+00,  1.865242e+00,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan,           nan,           nan,           nan,\n",
       "         3.902497e-01,  6.870838e-02,  3.100498e-01,  5.507339e-01,\n",
       "         7.772634e-01,  9.901037e-01,  1.204835e+00,  1.265496e+00,\n",
       "         1.221132e+00,  9.335059e-01,  5.728183e-01, -1.604476e-01,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u0m_sol_cycle_err</span></div><div class='xr-var-dims'>(phony_dim_2, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d95f6931-e04e-4fb4-bd56-32dbdda5318c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d95f6931-e04e-4fb4-bd56-32dbdda5318c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e2b5e3f3-2fe1-407b-b5f6-d26e4d7c7d34' class='xr-var-data-in' type='checkbox'><label for='data-e2b5e3f3-2fe1-407b-b5f6-d26e4d7c7d34' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty zonal analysis long term change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[         nan,          nan,          nan,          nan, 1.592164e+01,\n",
       "        1.160853e+01, 9.597368e+00, 8.026250e+00, 6.963279e+00, 6.480233e+00,\n",
       "        6.648504e+00, 7.484257e+00, 9.056645e+00, 1.144103e+01, 1.500075e+01,\n",
       "        2.497948e+01,          nan,          nan,          nan,          nan,\n",
       "                 nan,          nan,          nan,          nan,          nan,\n",
       "                 nan],\n",
       "       [         nan,          nan,          nan,          nan, 7.910684e-03,\n",
       "        5.767826e-03, 4.768444e-03, 3.987747e-03, 3.459574e-03, 3.219587e-03,\n",
       "        3.303269e-03, 3.718677e-03, 4.500196e-03, 5.685206e-03, 7.454224e-03,\n",
       "        1.241373e-02,          nan,          nan,          nan,          nan,\n",
       "                 nan,          nan,          nan,          nan,          nan,\n",
       "                 nan],\n",
       "       [         nan,          nan,          nan,          nan, 4.731540e-02,\n",
       "        3.425916e-02, 2.833032e-02, 2.369665e-02, 2.060218e-02, 1.923244e-02,\n",
       "        1.970939e-02, 2.211341e-02, 2.662487e-02, 3.336475e-02, 4.307268e-02,\n",
       "        6.560683e-02,          nan,          nan,          nan,          nan,\n",
       "                 nan,          nan,          nan,          nan,          nan,\n",
       "                 nan],\n",
       "       [         nan,          nan,          nan,          nan, 4.084557e-02,\n",
       "        2.940843e-02, 2.418579e-02, 2.014976e-02, 1.750250e-02, 1.640718e-02,\n",
       "        1.699573e-02, 1.936762e-02, 2.369051e-02, 2.992670e-02, 3.865449e-02,\n",
       "        5.754000e-02,          nan,          nan,          nan,          nan,\n",
       "                 nan,          nan,          nan,          nan,          nan,\n",
       "                 nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v0_mod</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b1c57a44-2cf1-47e4-9584-7abbcabb2995' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b1c57a44-2cf1-47e4-9584-7abbcabb2995' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-38010894-c33c-4e85-8d8e-bcd9d38a21f7' class='xr-var-data-in' type='checkbox'><label for='data-38010894-c33c-4e85-8d8e-bcd9d38a21f7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>merid wind sesonal fit :</span></dt><dd>merid wind / m/s</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v0_mod_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bf59a013-2413-41f9-8085-899a6226eb11' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bf59a013-2413-41f9-8085-899a6226eb11' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9e781b50-2b10-4ce7-b228-f7f2dd1b414c' class='xr-var-data-in' type='checkbox'><label for='data-9e781b50-2b10-4ce7-b228-f7f2dd1b414c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty zonal wind sesonal fit :</span></dt><dd>zonal wind error / m/s</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v0_sol_cycle</span></div><div class='xr-var-dims'>(phony_dim_2, phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d35195f3-2dfb-4f2a-a44e-79f416034a56' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d35195f3-2dfb-4f2a-a44e-79f416034a56' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-862786b2-69d3-4d26-a438-b46f746b67cd' class='xr-var-data-in' type='checkbox'><label for='data-862786b2-69d3-4d26-a438-b46f746b67cd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>merid analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v0_sol_cycle_err</span></div><div class='xr-var-dims'>(phony_dim_2, phony_dim_3, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-56ad899c-da76-497c-b625-47fbe50fcacb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-56ad899c-da76-497c-b625-47fbe50fcacb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2b5d24b9-2184-49d3-b452-c1593865df41' class='xr-var-data-in' type='checkbox'><label for='data-2b5d24b9-2184-49d3-b452-c1593865df41' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty merid analysis seasonal change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]],\n",
       "\n",
       "       [[nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        ...,\n",
       "        [nan, nan, ..., nan, nan],\n",
       "        [nan, nan, ..., nan, nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v0m_mod</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-eb98ea4b-afcb-4b81-b2f4-ce81a15caff4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-eb98ea4b-afcb-4b81-b2f4-ce81a15caff4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-26e51f33-a9d0-4e2f-adc4-a9e26ce145d1' class='xr-var-data-in' type='checkbox'><label for='data-26e51f33-a9d0-4e2f-adc4-a9e26ce145d1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>merid wind sesonal fit (yearly mean) :</span></dt><dd>merid wind / m/s</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v0m_mod_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-897e41a5-76ce-4153-9f6e-18eb474ec0a4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-897e41a5-76ce-4153-9f6e-18eb474ec0a4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5ede8c35-d4dc-4fa3-a62d-79ada11bfaae' class='xr-var-data-in' type='checkbox'><label for='data-5ede8c35-d4dc-4fa3-a62d-79ada11bfaae' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty zonal wind sesonal fit (yearly mean) :</span></dt><dd>zonal wind error / m/s</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v0m_sol_cycle</span></div><div class='xr-var-dims'>(phony_dim_2, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5249e1c6-105d-4ec6-b676-909542af38e2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5249e1c6-105d-4ec6-b676-909542af38e2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e168d9a2-569c-482e-8dbe-acf71ff6db1c' class='xr-var-data-in' type='checkbox'><label for='data-e168d9a2-569c-482e-8dbe-acf71ff6db1c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>merid analysis long term change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[          nan,           nan,           nan,           nan,\n",
       "         2.859175e+01,  1.200878e+01, -5.182488e+00, -8.456300e+00,\n",
       "         7.545026e+00,  3.604985e+01,  5.163809e+01,  3.760049e+01,\n",
       "         2.028874e+01, -9.938825e+00, -3.328269e+01,  4.448048e+01,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan,           nan,           nan,           nan,\n",
       "        -1.393131e-02, -5.449218e-03,  3.318382e-03,  5.164539e-03,\n",
       "        -2.623475e-03, -1.671037e-02, -2.445165e-02, -1.751835e-02,\n",
       "        -8.972830e-03,  5.956666e-03,  1.750680e-02, -2.114373e-02,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan,           nan,           nan,           nan,\n",
       "         1.533024e-01,  2.934840e-01,  3.203436e-01,  4.100583e-01,\n",
       "         5.151013e-01,  6.053112e-01,  6.223007e-01,  5.869878e-01,\n",
       "         4.973616e-01,  4.785175e-01,  5.746122e-01,  5.787446e-01,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan,           nan,           nan,           nan,\n",
       "        -1.854358e-01, -1.772010e-01, -1.683862e-01, -1.946858e-01,\n",
       "        -2.227915e-01, -2.539195e-01, -3.496530e-01, -4.601244e-01,\n",
       "        -5.109204e-01, -5.851384e-01, -7.038543e-01, -6.407191e-01,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan,           nan,           nan,\n",
       "                  nan,           nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v0m_sol_cycle_err</span></div><div class='xr-var-dims'>(phony_dim_2, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-20f4af80-8e7d-4338-a85d-185f56b17af9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-20f4af80-8e7d-4338-a85d-185f56b17af9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ff6d75f7-c126-4f96-93a3-5acea4942898' class='xr-var-data-in' type='checkbox'><label for='data-ff6d75f7-c126-4f96-93a3-5acea4942898' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>statistical uncertainty merid analysis long term change :</span></dt><dd>mean, linear change, solar cycle asin+bcos</dd></dl></div><div class='xr-var-data'><pre>array([[         nan,          nan,          nan,          nan, 1.583673e+01,\n",
       "        1.145827e+01, 9.407392e+00, 7.840508e+00, 6.805595e+00, 6.331680e+00,\n",
       "        6.541723e+00, 7.441218e+00, 9.103473e+00, 1.158358e+01, 1.527548e+01,\n",
       "        2.542249e+01,          nan,          nan,          nan,          nan,\n",
       "                 nan,          nan,          nan,          nan,          nan,\n",
       "                 nan],\n",
       "       [         nan,          nan,          nan,          nan, 7.868195e-03,\n",
       "        5.692982e-03, 4.673932e-03, 3.895395e-03, 3.381218e-03, 3.145821e-03,\n",
       "        3.250271e-03, 3.697343e-03, 4.523459e-03, 5.755968e-03, 7.590576e-03,\n",
       "        1.263354e-02,          nan,          nan,          nan,          nan,\n",
       "                 nan,          nan,          nan,          nan,          nan,\n",
       "                 nan],\n",
       "       [         nan,          nan,          nan,          nan, 4.740951e-02,\n",
       "        3.412316e-02, 2.798630e-02, 2.328948e-02, 2.019846e-02, 1.880141e-02,\n",
       "        1.931178e-02, 2.180857e-02, 2.649126e-02, 3.344346e-02, 4.345958e-02,\n",
       "        6.650180e-02,          nan,          nan,          nan,          nan,\n",
       "                 nan,          nan,          nan,          nan,          nan,\n",
       "                 nan],\n",
       "       [         nan,          nan,          nan,          nan, 4.072088e-02,\n",
       "        2.910968e-02, 2.375555e-02, 1.969902e-02, 1.711739e-02, 1.603527e-02,\n",
       "        1.666356e-02, 1.912801e-02, 2.355690e-02, 2.994941e-02, 3.890664e-02,\n",
       "        5.813947e-02,          nan,          nan,          nan,          nan,\n",
       "                 nan,          nan,          nan,          nan,          nan,\n",
       "                 nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>year</span></div><div class='xr-var-dims'>(time, phony_dim_4)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.005e+03 2.005e+03 ... 2.02e+03</div><input id='attrs-0e17d835-9e8b-4a25-a824-0cae93bd4bdf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0e17d835-9e8b-4a25-a824-0cae93bd4bdf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c54c6927-1c41-4c60-9799-7aeb6b91724e' class='xr-var-data-in' type='checkbox'><label for='data-c54c6927-1c41-4c60-9799-7aeb6b91724e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>time vector year :</span></dt><dd>reduced</dd></dl></div><div class='xr-var-data'><pre>array([[2005.],\n",
       "       [2005.],\n",
       "       [2005.],\n",
       "       [2005.],\n",
       "       [2005.],\n",
       "       [2005.],\n",
       "       [2005.],\n",
       "       [2005.],\n",
       "       [2005.],\n",
       "       [2005.],\n",
       "       [2005.],\n",
       "       [2005.],\n",
       "       [2006.],\n",
       "       [2006.],\n",
       "       [2006.],\n",
       "       [2006.],\n",
       "       [2006.],\n",
       "       [2006.],\n",
       "       [2006.],\n",
       "       [2006.],\n",
       "       [2006.],\n",
       "       [2006.],\n",
       "       [2006.],\n",
       "       [2006.],\n",
       "       [2007.],\n",
       "       [2007.],\n",
       "       [2007.],\n",
       "       [2007.],\n",
       "       [2007.],\n",
       "       [2007.],\n",
       "       [2007.],\n",
       "       [2007.],\n",
       "       [2007.],\n",
       "       [2007.],\n",
       "       [2007.],\n",
       "       [2007.],\n",
       "       [2008.],\n",
       "       [2008.],\n",
       "       [2008.],\n",
       "       [2008.],\n",
       "       [2008.],\n",
       "       [2008.],\n",
       "       [2008.],\n",
       "       [2008.],\n",
       "       [2008.],\n",
       "       [2008.],\n",
       "       [2008.],\n",
       "       [2008.],\n",
       "       [2009.],\n",
       "       [2009.],\n",
       "       [2009.],\n",
       "       [2009.],\n",
       "       [2009.],\n",
       "       [2009.],\n",
       "       [2009.],\n",
       "       [2009.],\n",
       "       [2009.],\n",
       "       [2009.],\n",
       "       [2009.],\n",
       "       [2009.],\n",
       "       [2010.],\n",
       "       [2010.],\n",
       "       [2010.],\n",
       "       [2010.],\n",
       "       [2010.],\n",
       "       [2010.],\n",
       "       [2010.],\n",
       "       [2010.],\n",
       "       [2010.],\n",
       "       [2010.],\n",
       "       [2010.],\n",
       "       [2010.],\n",
       "       [2011.],\n",
       "       [2011.],\n",
       "       [2011.],\n",
       "       [2011.],\n",
       "       [2011.],\n",
       "       [2011.],\n",
       "       [2011.],\n",
       "       [2011.],\n",
       "       [2011.],\n",
       "       [2011.],\n",
       "       [2011.],\n",
       "       [2011.],\n",
       "       [2012.],\n",
       "       [2012.],\n",
       "       [2012.],\n",
       "       [2012.],\n",
       "       [2012.],\n",
       "       [2012.],\n",
       "       [2012.],\n",
       "       [2012.],\n",
       "       [2012.],\n",
       "       [2012.],\n",
       "       [2012.],\n",
       "       [2012.],\n",
       "       [2013.],\n",
       "       [2013.],\n",
       "       [2013.],\n",
       "       [2013.],\n",
       "       [2013.],\n",
       "       [2013.],\n",
       "       [2013.],\n",
       "       [2013.],\n",
       "       [2013.],\n",
       "       [2013.],\n",
       "       [2013.],\n",
       "       [2013.],\n",
       "       [2014.],\n",
       "       [2014.],\n",
       "       [2014.],\n",
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      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:             (alt: 26, phony_dim_2: 4, phony_dim_3: 12, phony_dim_4: 1, time: 192)\n",
       "Coordinates:\n",
       "  * alt                 (alt) float64 70.0 72.0 74.0 76.0 ... 116.0 118.0 120.0\n",
       "  * time                (time) datetime64[ns] 2005-01-31 ... 2020-12-31\n",
       "Dimensions without coordinates: phony_dim_2, phony_dim_3, phony_dim_4\n",
       "Data variables:\n",
       "    A12u_mod            (time, alt) float64 ...\n",
       "    A12u_mod_err        (time, alt) float64 ...\n",
       "    A12u_sol_cycle      (phony_dim_2, phony_dim_3, alt) float64 ...\n",
       "    A12u_sol_cycle_err  (phony_dim_2, phony_dim_3, alt) float64 ...\n",
       "    A12um_mod           (time, alt) float64 ...\n",
       "    A12um_mod_err       (time, alt) float64 ...\n",
       "    A12v_mod            (time, alt) float64 ...\n",
       "    A12v_mod_err        (time, alt) float64 ...\n",
       "    A12v_sol_cycle      (phony_dim_2, phony_dim_3, alt) float64 ...\n",
       "    A12v_sol_cycle_err  (phony_dim_2, phony_dim_3, alt) float64 ...\n",
       "    A12vm_mod           (time, alt) float64 ...\n",
       "    A12vm_mod_err       (time, alt) float64 ...\n",
       "    A24u_mod            (time, alt) float64 ...\n",
       "    A24u_mod_err        (time, alt) float64 ...\n",
       "    A24u_sol_cycle      (phony_dim_2, phony_dim_3, alt) float64 ...\n",
       "    A24u_sol_cycle_err  (phony_dim_2, phony_dim_3, alt) float64 ...\n",
       "    A24um_mod           (time, alt) float64 ...\n",
       "    A24um_mod_err       (time, alt) float64 ...\n",
       "    A24v_mod            (time, alt) float64 ...\n",
       "    A24v_mod_err        (time, alt) float64 ...\n",
       "    A24v_sol_cycle      (phony_dim_2, phony_dim_3, alt) float64 ...\n",
       "    A24v_sol_cycle_err  (phony_dim_2, phony_dim_3, alt) float64 ...\n",
       "    A24vm_mod           (time, alt) float64 ...\n",
       "    A24vm_mod_err       (time, alt) float64 ...\n",
       "    GW_mod              (time, alt) float64 ...\n",
       "    GW_mod_err          (time, alt) float64 ...\n",
       "    PW_mod              (time, alt) float64 ...\n",
       "    PW_mod_err          (time, alt) float64 ...\n",
       "    day                 (time, phony_dim_4) float64 ...\n",
       "    month               (time, phony_dim_4) float64 1.0 2.0 3.0 ... 11.0 12.0\n",
       "    p12u_sol_cycle      (phony_dim_3, alt) float64 ...\n",
       "    p12u_sol_cycle_err  (phony_dim_3, alt) float64 ...\n",
       "    p12v_sol_cycle      (phony_dim_3, alt) float64 ...\n",
       "    p12v_sol_cycle_err  (phony_dim_3, alt) float64 ...\n",
       "    p24u_sol_cycle      (phony_dim_3, alt) float64 ...\n",
       "    p24u_sol_cycle_err  (phony_dim_3, alt) float64 ...\n",
       "    p24v_sol_cycle      (phony_dim_3, alt) float64 ...\n",
       "    p24v_sol_cycle_err  (phony_dim_3, alt) float64 ...\n",
       "    pu0_sol_cycle       (phony_dim_3, alt) float64 ...\n",
       "    pu0_sol_cycle_err   (phony_dim_3, alt) float64 ...\n",
       "    pv0_sol_cycle       (phony_dim_3, alt) float64 ...\n",
       "    pv0_sol_cycle_err   (phony_dim_3, alt) float64 ...\n",
       "    season              (phony_dim_3, phony_dim_4) float64 ...\n",
       "    u0_mod              (time, alt) float64 ...\n",
       "    u0_mod_err          (time, alt) float64 ...\n",
       "    u0_sol_cycle        (phony_dim_2, phony_dim_3, alt) float64 ...\n",
       "    u0_sol_cycle_err    (phony_dim_2, phony_dim_3, alt) float64 ...\n",
       "    u0m_mod             (time, alt) float64 ...\n",
       "    u0m_mod_err         (time, alt) float64 ...\n",
       "    u0m_sol_cycle       (phony_dim_2, alt) float64 ...\n",
       "    u0m_sol_cycle_err   (phony_dim_2, alt) float64 ...\n",
       "    v0_mod              (time, alt) float64 ...\n",
       "    v0_mod_err          (time, alt) float64 ...\n",
       "    v0_sol_cycle        (phony_dim_2, phony_dim_3, alt) float64 ...\n",
       "    v0_sol_cycle_err    (phony_dim_2, phony_dim_3, alt) float64 ...\n",
       "    v0m_mod             (time, alt) float64 ...\n",
       "    v0m_mod_err         (time, alt) float64 ...\n",
       "    v0m_sol_cycle       (phony_dim_2, alt) float64 ...\n",
       "    v0m_sol_cycle_err   (phony_dim_2, alt) float64 ...\n",
       "    year                (time, phony_dim_4) float64 2.005e+03 ... 2.02e+03"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_info = xr.open_dataset(f\"{inpath}{station}_solar_cycle.h5\", group=\"info\")\n",
    "ds_info = ds_info.rename({\"phony_dim_7\": \"alt\"})\n",
    "\n",
    "ds = xr.open_dataset(f\"{inpath}{station}_solar_cycle.h5\", group=\"LTC\")\n",
    "s_year = int(ds[\"year\"].values[0][0])\n",
    "s_month = int(ds[\"month\"].values[0][0])\n",
    "time_shape = ds[\"year\"].values.shape[0]\n",
    "\n",
    "ds = ds.assign_coords(\n",
    "    {\n",
    "        \"alt\": ds_info[\"alt\"].squeeze(),\n",
    "        \"time\": pd.date_range(f\"{s_year}-{s_month}\", freq=\"M\", periods=time_shape),\n",
    "    }\n",
    ")\n",
    "ds = ds.rename({\"phony_dim_0\": \"time\", \"phony_dim_1\": \"alt\"})\n",
    "ds"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Wind group"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-04-07T13:21:05.664020Z",
     "iopub.status.busy": "2021-04-07T13:21:05.663531Z",
     "iopub.status.idle": "2021-04-07T13:21:05.698828Z",
     "shell.execute_reply": "2021-04-07T13:21:05.698059Z",
     "shell.execute_reply.started": "2021-04-07T13:21:05.663963Z"
    }
   },
   "outputs": [
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       "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",
       "  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:  (alt: 26, time: 5844)\n",
       "Coordinates:\n",
       "  * alt      (alt) float64 70.0 72.0 74.0 76.0 78.0 ... 114.0 116.0 118.0 120.0\n",
       "  * time     (time) datetime64[ns] 2005-01-01 2005-01-02 ... 2020-12-31\n",
       "Data variables:\n",
       "    u0       (time, alt) float64 ...\n",
       "    u0_err   (time, alt) float64 ...\n",
       "    v0       (time, alt) float64 ...\n",
       "    v0_err   (time, alt) float64 ...\n",
       "    w0       (time, alt) float64 ...\n",
       "    w0_err   (time, alt) float64 ...</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-89bc435a-d72d-49e4-92ea-8168cde98c2b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-89bc435a-d72d-49e4-92ea-8168cde98c2b' 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'>alt</span>: 26</li><li><span class='xr-has-index'>time</span>: 5844</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-54e0268d-144c-4f6e-99c1-8ae4d1acb755' class='xr-section-summary-in' type='checkbox'  checked><label for='section-54e0268d-144c-4f6e-99c1-8ae4d1acb755' class='xr-section-summary' >Coordinates: <span>(2)</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'>alt</span></div><div class='xr-var-dims'>(alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>70.0 72.0 74.0 ... 118.0 120.0</div><input id='attrs-1d3c8624-3666-4b8c-bec9-b42201f7a7fd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1d3c8624-3666-4b8c-bec9-b42201f7a7fd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-267204a7-41ba-4929-8506-3b6b22e4c750' class='xr-var-data-in' type='checkbox'><label for='data-267204a7-41ba-4929-8506-3b6b22e4c750' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>altitude :</span></dt><dd>altitude / km</dd></dl></div><div class='xr-var-data'><pre>array([ 70.,  72.,  74.,  76.,  78.,  80.,  82.,  84.,  86.,  88.,  90.,  92.,\n",
       "        94.,  96.,  98., 100., 102., 104., 106., 108., 110., 112., 114., 116.,\n",
       "       118., 120.])</pre></div></li><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'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2005-01-01 ... 2020-12-31</div><input id='attrs-bd5f243e-fde1-4e4f-8365-609c1a095917' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bd5f243e-fde1-4e4f-8365-609c1a095917' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c2853d99-d8d8-4669-b351-c7c2efab8ee2' class='xr-var-data-in' type='checkbox'><label for='data-c2853d99-d8d8-4669-b351-c7c2efab8ee2' title='Show/Hide data 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;2005-01-01T00:00:00.000000000&#x27;, &#x27;2005-01-02T00:00:00.000000000&#x27;,\n",
       "       &#x27;2005-01-03T00:00:00.000000000&#x27;, ..., &#x27;2020-12-29T00:00:00.000000000&#x27;,\n",
       "       &#x27;2020-12-30T00:00:00.000000000&#x27;, &#x27;2020-12-31T00:00:00.000000000&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-53b126a1-b4ae-47f3-b9e2-0c62bfa02c96' class='xr-section-summary-in' type='checkbox'  checked><label for='section-53b126a1-b4ae-47f3-b9e2-0c62bfa02c96' class='xr-section-summary' >Data variables: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>u0</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-66598bf8-f0ce-46e6-9d31-c3e64d0d10ae' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-66598bf8-f0ce-46e6-9d31-c3e64d0d10ae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ff5c06cb-b85c-4cb6-aa8f-7018d1cca9d8' class='xr-var-data-in' type='checkbox'><label for='data-ff5c06cb-b85c-4cb6-aa8f-7018d1cca9d8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>zonal wind :</span></dt><dd>zonal / m/s</dd></dl></div><div class='xr-var-data'><pre>[151944 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u0_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f1ba5e84-1450-4214-b20e-a38bb620c0cb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f1ba5e84-1450-4214-b20e-a38bb620c0cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7080f805-4196-4024-9bf4-1cd031cfb5bf' class='xr-var-data-in' type='checkbox'><label for='data-7080f805-4196-4024-9bf4-1cd031cfb5bf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>zonal error :</span></dt><dd>zonal error / m/s</dd></dl></div><div class='xr-var-data'><pre>[151944 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v0</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0ecc0051-a2ef-4d10-a9fc-309d3c7c093f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0ecc0051-a2ef-4d10-a9fc-309d3c7c093f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f04da0fe-2a5a-4713-b5bc-93164197d4bd' class='xr-var-data-in' type='checkbox'><label for='data-f04da0fe-2a5a-4713-b5bc-93164197d4bd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>merid wind :</span></dt><dd>merid / m/s</dd></dl></div><div class='xr-var-data'><pre>[151944 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v0_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b5fcb949-58b4-4edd-a3cd-b0a5f9b6b3cc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b5fcb949-58b4-4edd-a3cd-b0a5f9b6b3cc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f193aec5-3796-4b02-9cdf-229ffb8489a0' class='xr-var-data-in' type='checkbox'><label for='data-f193aec5-3796-4b02-9cdf-229ffb8489a0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>merid error :</span></dt><dd>merid error / m/s</dd></dl></div><div class='xr-var-data'><pre>[151944 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>w0</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f3f90f64-76e4-4c48-b5ab-b5af2082344d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f3f90f64-76e4-4c48-b5ab-b5af2082344d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1c760aab-4afe-433f-a359-9cbc51ab5b2a' class='xr-var-data-in' type='checkbox'><label for='data-1c760aab-4afe-433f-a359-9cbc51ab5b2a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>vertical :</span></dt><dd>vertical / m/s</dd></dl></div><div class='xr-var-data'><pre>[151944 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>w0_err</span></div><div class='xr-var-dims'>(time, alt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-05cbc2d7-a9da-4d80-a7c5-ed1b5c134c9f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-05cbc2d7-a9da-4d80-a7c5-ed1b5c134c9f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1117a266-e095-4d68-9c5e-2162e0932566' class='xr-var-data-in' type='checkbox'><label for='data-1117a266-e095-4d68-9c5e-2162e0932566' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>vertical error :</span></dt><dd>vertical error / m/s</dd></dl></div><div class='xr-var-data'><pre>[151944 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a637397b-a2ee-4613-a28e-e7dfcadba4d4' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a637397b-a2ee-4613-a28e-e7dfcadba4d4' 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:  (alt: 26, time: 5844)\n",
       "Coordinates:\n",
       "  * alt      (alt) float64 70.0 72.0 74.0 76.0 78.0 ... 114.0 116.0 118.0 120.0\n",
       "  * time     (time) datetime64[ns] 2005-01-01 2005-01-02 ... 2020-12-31\n",
       "Data variables:\n",
       "    u0       (time, alt) float64 ...\n",
       "    u0_err   (time, alt) float64 ...\n",
       "    v0       (time, alt) float64 ...\n",
       "    v0_err   (time, alt) float64 ...\n",
       "    w0       (time, alt) float64 ...\n",
       "    w0_err   (time, alt) float64 ..."
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds = xr.open_dataset(f\"{inpath}{station}_solar_cycle.h5\", group=\"wind\")\n",
    "ds = ds.rename({\"phony_dim_10\": \"time\", \"phony_dim_11\": \"alt\"})\n",
    "\n",
    "s_year = int(ds_info[\"year\"].values[0][0])\n",
    "s_month = int(ds_info[\"month\"].values[0][0])\n",
    "s_day = int(ds_info[\"day\"].values[0][0])\n",
    "\n",
    "ds = ds.assign_coords(\n",
    "    {\n",
    "        \"alt\": ds_info[\"alt\"].squeeze(),\n",
    "        \"time\": pd.date_range(\n",
    "            f\"{s_year}-{s_month}-{s_day}\", freq=\"D\", periods=ds.time.shape[0]\n",
    "        ),\n",
    "    }\n",
    ")\n",
    "ds"
   ]
  }
 ],
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