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    "## Maximum vertial wind map\n",
    "\n",
    "Use data provided by the Unified Model's .pe0 file to geographically locate the site of the largest vertial winds within a model domain. Animate this data as the model progresses. Useful for diagnosing model instabilities."
   ]
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  {
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   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "import datetime\n",
    "import cartopy.crs as ccrs\n",
    "from matplotlib import pyplot as plt, animation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "6cfd36d7-e5b2-402c-90af-ffc63086ad14",
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    "tags": []
   },
   "outputs": [],
   "source": [
    "ts1=30\n",
    "starttime=datetime.datetime(year=2022,month=2,day=21,hour=18)\n",
    "td1=datetime.timedelta(seconds=ts1)\n",
    "\n",
    "ts2=75\n",
    "td2=datetime.timedelta(seconds=ts2)\n",
    "\n",
    "tdg=datetime.timedelta(seconds=15)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "0847e72c-f217-4667-b901-c865c8f58522",
   "metadata": {
    "tags": []
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   "outputs": [],
   "source": [
    "ds=xr.open_dataset(f\"/g/data/hh5/tmp/WACI-Hackathon-2023/AUS2200/data/surf/orog_1hr_{(starttime + datetime.timedelta(hours=7)).strftime('%Y%m%d')}_20220307.nc\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "f66e93c6-7fbc-42d4-b990-b35a02ccdb44",
   "metadata": {
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:    (latitude: 2120, longitude: 2600, time: 336)\n",
       "Coordinates:\n",
       "  * latitude   (latitude) float32 -48.79 -48.77 -48.75 ... -6.871 -6.852 -6.832\n",
       "  * longitude  (longitude) float32 107.5 107.5 107.6 107.6 ... 158.9 159.0 159.0\n",
       "  * time       (time) datetime64[ns] 2022-02-22T00:00:30 ... 2022-03-08\n",
       "Data variables:\n",
       "    orog       (time, latitude, longitude) float32 ...\n",
       "Attributes: (12/25)\n",
       "    Conventions:          CF-1.6, ACDD-1.3\n",
       "    title:                AUS2200 UM amip simulation over Australian region f...\n",
       "    summary:              A limited area model study of the entire Australian...\n",
       "    source:               UM v12.2 ECMWF ERA5 forecast fields used as forcings\n",
       "    license:              http://creativecommons.org/licenses/by/4.0/\n",
       "    product_version:      0.1\n",
       "    ...                   ...\n",
       "    geospatial_lon_min:   107.5101\n",
       "    geospatial_lon_max:   0.0198\n",
       "    contributor_name:     Sam Green, Paola Petrelli\n",
       "    contributor_email:    sam.green@unsw.edu.au, paola.petrelli@utas.edu.au\n",
       "    contributor_url:      https://orcid.org/0000-0003-1129-4676, https://orci...\n",
       "    contributor_role:     post-processing, post-processing</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-f20e9268-b56d-40bd-ab66-5a5f315f2d50' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f20e9268-b56d-40bd-ab66-5a5f315f2d50' 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'>latitude</span>: 2120</li><li><span class='xr-has-index'>longitude</span>: 2600</li><li><span class='xr-has-index'>time</span>: 336</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-c2427f26-f7f2-45d4-ab5d-20156afed01d' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c2427f26-f7f2-45d4-ab5d-20156afed01d' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-48.79 -48.77 ... -6.852 -6.832</div><input id='attrs-48871bc2-e629-4e69-b70d-deeb99a21a2d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-48871bc2-e629-4e69-b70d-deeb99a21a2d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-36792302-da28-4da4-ad47-be52727c68db' class='xr-var-data-in' type='checkbox'><label for='data-36792302-da28-4da4-ad47-be52727c68db' title='Show/Hide data 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>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees</dd></dl></div><div class='xr-var-data'><pre>array([-48.788   , -48.7682  , -48.748398, ...,  -6.871399,  -6.851597,\n",
       "        -6.831799], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>107.5 107.5 107.6 ... 159.0 159.0</div><input id='attrs-5702233d-f280-4577-9156-dcf99708779d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5702233d-f280-4577-9156-dcf99708779d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bbabdb07-f086-4dfa-aa3c-62aef5557356' class='xr-var-data-in' type='checkbox'><label for='data-bbabdb07-f086-4dfa-aa3c-62aef5557356' title='Show/Hide data 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>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees</dd></dl></div><div class='xr-var-data'><pre>array([107.52    , 107.539795, 107.55959 , ..., 158.9406  , 158.96039 ,\n",
       "       158.9802  ], dtype=float32)</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'>2022-02-22T00:00:30 ... 2022-03-08</div><input id='attrs-223be4db-6e97-45fb-97a1-a71c39cfd0f4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-223be4db-6e97-45fb-97a1-a71c39cfd0f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3667dde2-832e-4370-ab31-285da751348c' class='xr-var-data-in' type='checkbox'><label for='data-3667dde2-832e-4370-ab31-285da751348c' title='Show/Hide data 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>standard_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-02-22T00:00:30.000000000&#x27;, &#x27;2022-02-22T02:00:00.000000000&#x27;,\n",
       "       &#x27;2022-02-22T03:00:00.000000000&#x27;, ..., &#x27;2022-03-07T22:00:00.000000000&#x27;,\n",
       "       &#x27;2022-03-07T23:00:00.000000000&#x27;, &#x27;2022-03-08T00:00:00.000000000&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f30ebcea-d9ef-40cd-af19-db7d0ad896e1' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f30ebcea-d9ef-40cd-af19-db7d0ad896e1' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>orog</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2db6d44d-8414-4d4b-ab24-fb17fe63686d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2db6d44d-8414-4d4b-ab24-fb17fe63686d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cd76d5fa-1d15-4a2d-89dc-945979f1534d' class='xr-var-data-in' type='checkbox'><label for='data-cd76d5fa-1d15-4a2d-89dc-945979f1534d' title='Show/Hide data 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>standard_name :</span></dt><dd>surface_altitude</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>source :</span></dt><dd>Data from Met Office Unified Model</dd><dt><span>um_version :</span></dt><dd>12.2</dd><dt><span>STASH :</span></dt><dd>[ 1  0 33]</dd></dl></div><div class='xr-var-data'><pre>[1852032000 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8dc4d7d8-f05e-4db8-9e75-21efbf200cc6' class='xr-section-summary-in' type='checkbox'  ><label for='section-8dc4d7d8-f05e-4db8-9e75-21efbf200cc6' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a2a6b19b-4d70-45e0-a89b-16fd8173114f' class='xr-index-data-in' type='checkbox'/><label for='index-a2a6b19b-4d70-45e0-a89b-16fd8173114f' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([ -48.78799819946289,   -48.7681999206543,  -48.74839782714844,\n",
       "              -48.728599548339844, -48.708797454833984,  -48.68899917602539,\n",
       "               -48.66919708251953,  -48.64939880371094,  -48.62959671020508,\n",
       "              -48.609798431396484,\n",
       "              ...\n",
       "               -7.009998321533203,  -6.990200042724609,   -6.97039794921875,\n",
       "               -6.950599670410156,  -6.930797576904297,  -6.910999298095703,\n",
       "               -6.891197204589844,   -6.87139892578125,  -6.851596832275391,\n",
       "               -6.831798553466797],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;, length=2120))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-9f3e7501-e606-4a51-b2bf-3496482a320d' class='xr-index-data-in' type='checkbox'/><label for='index-9f3e7501-e606-4a51-b2bf-3496482a320d' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([ 107.5199966430664,   107.539794921875,  107.5595932006836,\n",
       "              107.57939910888672, 107.59919738769531,  107.6189956665039,\n",
       "               107.6387939453125, 107.65859985351562, 107.67839813232422,\n",
       "              107.69819641113281,\n",
       "              ...\n",
       "                158.802001953125, 158.82179260253906,  158.8415985107422,\n",
       "              158.86138916015625, 158.88119506835938,  158.9010009765625,\n",
       "              158.92079162597656,  158.9405975341797, 158.96038818359375,\n",
       "              158.98019409179688],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;, length=2600))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-aaf762d4-4310-4e2d-90c4-56634325d84f' class='xr-index-data-in' type='checkbox'/><label for='index-aaf762d4-4310-4e2d-90c4-56634325d84f' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-02-22 00:00:30&#x27;, &#x27;2022-02-22 02:00:00&#x27;,\n",
       "               &#x27;2022-02-22 03:00:00&#x27;, &#x27;2022-02-22 04:00:00&#x27;,\n",
       "               &#x27;2022-02-22 05:00:00&#x27;, &#x27;2022-02-22 06:00:00&#x27;,\n",
       "               &#x27;2022-02-22 06:00:30&#x27;, &#x27;2022-02-22 08:00:00&#x27;,\n",
       "               &#x27;2022-02-22 09:00:00&#x27;, &#x27;2022-02-22 10:00:00&#x27;,\n",
       "               ...\n",
       "               &#x27;2022-03-07 15:00:00&#x27;, &#x27;2022-03-07 16:00:00&#x27;,\n",
       "               &#x27;2022-03-07 17:00:00&#x27;, &#x27;2022-03-07 18:00:00&#x27;,\n",
       "               &#x27;2022-03-07 18:00:30&#x27;, &#x27;2022-03-07 20:00:00&#x27;,\n",
       "               &#x27;2022-03-07 21:00:00&#x27;, &#x27;2022-03-07 22:00:00&#x27;,\n",
       "               &#x27;2022-03-07 23:00:00&#x27;, &#x27;2022-03-08 00:00:00&#x27;],\n",
       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=336, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6267978e-2a12-4546-96c4-86dc12f40f4f' class='xr-section-summary-in' type='checkbox'  ><label for='section-6267978e-2a12-4546-96c4-86dc12f40f4f' class='xr-section-summary' >Attributes: <span>(25)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>Conventions :</span></dt><dd>CF-1.6, ACDD-1.3</dd><dt><span>title :</span></dt><dd>AUS2200 UM amip simulation over Australian region for the 22 Feb to 07 Mar 2022</dd><dt><span>summary :</span></dt><dd>A limited area model study of the entire Australian continent at 2.2 km resolution, using the UM atmospheric model. ERA5 and ERA5 land reanalysis datasets were used to provide intial and boundary conditions. The study covers the time period of 2022-02-22 to 2022-03-7 including high rainfall events</dd><dt><span>source :</span></dt><dd>UM v12.2 ECMWF ERA5 forecast fields used as forcings</dd><dt><span>license :</span></dt><dd>http://creativecommons.org/licenses/by/4.0/</dd><dt><span>product_version :</span></dt><dd>0.1</dd><dt><span>contact :</span></dt><dd>dsroberts@unimelb.edu.au</dd><dt><span>institution :</span></dt><dd>Melbourne University</dd><dt><span>organisation :</span></dt><dd>ARC Centre of Excellence for Climate Extremes</dd><dt><span>keywords :</span></dt><dd>Cloud Physics, Meteorology, Atmospheric Dynamics</dd><dt><span>date_created :</span></dt><dd>2023-02-13</dd><dt><span>creator_name :</span></dt><dd>Dale Roberts</dd><dt><span>creator_email :</span></dt><dd>dsroberts@unimelb.edu.au</dd><dt><span>creator_url :</span></dt><dd>https://orcid.org/0000-0003-3952-6344</dd><dt><span>creator_role :</span></dt><dd>running model, post-processing</dd><dt><span>time_coverage_start :</span></dt><dd>2022-02-22</dd><dt><span>time_coverage_end :</span></dt><dd>2022-03-07</dd><dt><span>geospatial_lat_min :</span></dt><dd>-48.788</dd><dt><span>geospatial_lat_max :</span></dt><dd>-6.831799</dd><dt><span>geospatial_lon_min :</span></dt><dd>107.5101</dd><dt><span>geospatial_lon_max :</span></dt><dd>0.0198</dd><dt><span>contributor_name :</span></dt><dd>Sam Green, Paola Petrelli</dd><dt><span>contributor_email :</span></dt><dd>sam.green@unsw.edu.au, paola.petrelli@utas.edu.au</dd><dt><span>contributor_url :</span></dt><dd>https://orcid.org/0000-0003-1129-4676, https://orcid.org/0000-0002-0164-5105</dd><dt><span>contributor_role :</span></dt><dd>post-processing, post-processing</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:    (latitude: 2120, longitude: 2600, time: 336)\n",
       "Coordinates:\n",
       "  * latitude   (latitude) float32 -48.79 -48.77 -48.75 ... -6.871 -6.852 -6.832\n",
       "  * longitude  (longitude) float32 107.5 107.5 107.6 107.6 ... 158.9 159.0 159.0\n",
       "  * time       (time) datetime64[ns] 2022-02-22T00:00:30 ... 2022-03-08\n",
       "Data variables:\n",
       "    orog       (time, latitude, longitude) float32 ...\n",
       "Attributes: (12/25)\n",
       "    Conventions:          CF-1.6, ACDD-1.3\n",
       "    title:                AUS2200 UM amip simulation over Australian region f...\n",
       "    summary:              A limited area model study of the entire Australian...\n",
       "    source:               UM v12.2 ECMWF ERA5 forecast fields used as forcings\n",
       "    license:              http://creativecommons.org/licenses/by/4.0/\n",
       "    product_version:      0.1\n",
       "    ...                   ...\n",
       "    geospatial_lon_min:   107.5101\n",
       "    geospatial_lon_max:   0.0198\n",
       "    contributor_name:     Sam Green, Paola Petrelli\n",
       "    contributor_email:    sam.green@unsw.edu.au, paola.petrelli@utas.edu.au\n",
       "    contributor_url:      https://orcid.org/0000-0003-1129-4676, https://orci...\n",
       "    contributor_role:     post-processing, post-processing"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d15410bc-a14c-4769-866c-aba7013f7381",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "x_min=min(ds.longitude)\n",
    "x_max=max(ds.longitude)\n",
    "y_min=min(ds.latitude)\n",
    "y_max=max(ds.latitude)\n",
    "ex=(x_min,x_max,y_min,y_max)\n",
    "x_minf=x_min.data.item()\n",
    "x_maxf=x_max.data.item()\n",
    "y_minf=y_min.data.item()\n",
    "y_maxf=y_max.data.item()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c00cb7db-1f68-49b6-90c7-2e15377ddfe0",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
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       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;longitude&#x27; ()&gt;\n",
       "array(158.9802, dtype=float32)\n",
       "Coordinates:\n",
       "    longitude  float32 159.0\n",
       "Attributes:\n",
       "    standard_name:  longitude\n",
       "    units:          degrees</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'longitude'</div></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-fc884690-e37f-42b5-938a-6824b52173dd' class='xr-array-in' type='checkbox' checked><label for='section-fc884690-e37f-42b5-938a-6824b52173dd' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>159.0</span></div><div class='xr-array-data'><pre>array(158.9802, dtype=float32)</pre></div></div></li><li class='xr-section-item'><input id='section-3236d65c-6e55-4c98-b31a-0071b9d26b44' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3236d65c-6e55-4c98-b31a-0071b9d26b44' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>longitude</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>159.0</div><input id='attrs-984eec8d-0bb2-4c55-94e0-c8b5b9a4dc60' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-984eec8d-0bb2-4c55-94e0-c8b5b9a4dc60' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c5fc6621-353c-4542-98ba-6b98d6496d50' class='xr-var-data-in' type='checkbox'><label for='data-c5fc6621-353c-4542-98ba-6b98d6496d50' title='Show/Hide data 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>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees</dd></dl></div><div class='xr-var-data'><pre>array(158.9802, dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6baa7649-666d-4d5e-b1a7-4a6f4aedeb3d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-6baa7649-666d-4d5e-b1a7-4a6f4aedeb3d' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-b90dbb07-ba44-4e64-9c48-a2a2667317a5' class='xr-section-summary-in' type='checkbox'  checked><label for='section-b90dbb07-ba44-4e64-9c48-a2a2667317a5' class='xr-section-summary' >Attributes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'longitude' ()>\n",
       "array(158.9802, dtype=float32)\n",
       "Coordinates:\n",
       "    longitude  float32 159.0\n",
       "Attributes:\n",
       "    standard_name:  longitude\n",
       "    units:          degrees"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x_max"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "1bd310a8-3cd8-4179-98dd-fa21b1e87b64",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax=plt.axes(projection=ccrs.PlateCarree())\n",
    "ax.coastlines('50m',linewidth=1)\n",
    "ax.set_extent(ex)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "50b9c447-4045-408d-91d4-c1232ae76a7d",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.QuadMesh at 0x150109905400>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds.orog[0].plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "cf56362e-c7f7-4219-a804-5644b50b9904",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "prefix=f'/scratch/w40/dr4292/aus2200-instability-analysis/{ts1}sec/'\n",
    "suffix='Z/aus2200_d0198_RA3_um_fcst_000/pe_output/umnsa.fort6.pe0000'\n",
    "lines30=[]\n",
    "for f in ( f'{prefix}20220221T1800{suffix}', f'{prefix}20220222T0000{suffix}' ):\n",
    "    with open(f,'r') as f:\n",
    "        lines30.extend([ i.strip() for i in f.readlines() ])\n",
    "prefix=f'/scratch/w40/dr4292/aus2200-instability-analysis/{ts2}sec/'\n",
    "lines75=[]\n",
    "for f in ( f'{prefix}20220221T1800{suffix}', f'{prefix}20220222T0000{suffix}' ):\n",
    "    with open(f,'r') as f:\n",
    "        lines75.extend([ i.strip() for i in f.readlines() ])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "a54bf3ef-b453-4dd9-afad-d2b5b31215d1",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "winddat30_lines=[]\n",
    "countdown=-1\n",
    "for l in lines30:\n",
    "    countdown=countdown-1\n",
    "    if l.startswith('Maximum vertical velocity'): countdown=2\n",
    "    if countdown==0:\n",
    "        winddat30_lines.append(l)\n",
    "        \n",
    "winddat75_lines=[]\n",
    "countdown=-1\n",
    "for l in lines75:\n",
    "    countdown=countdown-1\n",
    "    if l.startswith('Maximum vertical velocity'): countdown=2\n",
    "    if countdown==0:\n",
    "        winddat75_lines.append(l)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "efc9f882-734d-4853-a5cf-e5bbb1abe0e0",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "winddat30=[ ( starttime+it*td1,float(i.split()[0]),int(i.split()[1]),x_minf+(float(i.split()[3].strip('%'))/100.0)*(x_maxf-x_minf),y_minf+(float(i.split()[5].strip('%'))/100.0)*(y_maxf-y_minf))  for it,i in enumerate(winddat30_lines) ]\n",
    "winddat75=[ ( starttime+it*td2,float(i.split()[0]),int(i.split()[1]),x_minf+(float(i.split()[3].strip('%'))/100.0)*(x_maxf-x_minf),y_minf+(float(i.split()[5].strip('%'))/100.0)*(y_maxf-y_minf))  for it,i in enumerate(winddat75_lines) ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "0acdd0e1-4dc5-4991-9599-419c577100fd",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "time=starttime\n",
    "i30=0\n",
    "i75=0\n",
    "while True:\n",
    "    _,_,lev30,x30,y30=winddat30[i30]\n",
    "    _,_,lev75,x75,y75=winddat75[i75]\n",
    "    ax=plt.axes(projection=ccrs.PlateCarree())\n",
    "    ax.coastlines('10m',linewidth=1)\n",
    "    ax.set_extent(ex)\n",
    "    ax.contourf(ds.longitude,ds.latitude,ds.orog[0],cmap='gist_earth')\n",
    "    plt.title(time)\n",
    "    a=plt.plot(x30,y30,marker=\"o\",markersize=7.5,markerfacecolor='red')\n",
    "    b=plt.plot(x75,y75,marker=\"o\",markersize=7.5,markerfacecolor='lightgreen')\n",
    "    c=plt.text(x30+1,y30,f\"Level {lev30}\",color='white')\n",
    "    d=plt.text(x75+1,y75,f\"Level {lev75}\",color='white')\n",
    "    plt.show()\n",
    "    time=time+tdg\n",
    "    if winddat30[i30+1][0] == time:\n",
    "        i30 = i30+1\n",
    "    if winddat75[i75+1][0] == time:\n",
    "        i75 = i75+1\n",
    "    break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "940f27d2-d150-4bfa-b624-8c20a6442187",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x1500 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(layout=None,figsize=(20,15))\n",
    "gs = fig.add_gridspec(ncols=1,nrows=20)\n",
    "ax0 = fig.add_subplot(gs[:-5],projection=ccrs.PlateCarree())\n",
    "\n",
    "#fig,axs = plt.subplots(nrows=3,figsize=(13, 10.6),gridspec_kw={'height_ratios': [4, 1, 1]},subplot_kw={'projection':ccrs.PlateCarree()})\n",
    "#ax = plt.axes(projection=ccrs.PlateCarree())\n",
    "ax0.coastlines('10m',linewidth=1)\n",
    "ax0.set_extent(ex)\n",
    "ax0.contourf(ds.longitude,ds.latitude,ds.orog[0],cmap='gist_earth')\n",
    "ax0.set_title(starttime)\n",
    "_,vel30,lev30,x30,y30=winddat30[0]\n",
    "a = ax0.plot(x30,y30,marker=\"o\",markersize=7.5,markerfacecolor='red')\n",
    "#b = ax[0].text(x30+1,y30,f\"Level {lev30}\")\n",
    "_,vel75,lev75,x75,y75=winddat75[0]\n",
    "b = ax0.plot(x75,y75,marker=\"o\",markersize=7.5,markerfacecolor='lightgreen')\n",
    "#d = ax.text(x75+1,y75,f\"Level {lev75}\")\n",
    "\n",
    "ax1 = fig.add_subplot(gs[-4])\n",
    "line1, = ax1.step([], [], color='red')\n",
    "line2, = ax1.step([], [], color='lightgreen')\n",
    "ax1.set_ylim((0,70))\n",
    "ax1.set_xlim((starttime,starttime+2880*tdg))\n",
    "ax1.set_title(\"Vertical level\")\n",
    "times=[starttime,]\n",
    "levs30=[lev30,]\n",
    "levs75=[lev75,]\n",
    "line1.set_data(times,levs30)\n",
    "line2.set_data(times,levs75)\n",
    "\n",
    "ax2 = fig.add_subplot(gs[-2])\n",
    "line3, = ax2.step([],[], color='red')\n",
    "line4, = ax2.step([],[], color='lightgreen')\n",
    "ax2.set_title(\"Vertical velocity\")\n",
    "ax2.set_ylim((0,70))\n",
    "ax2.set_xlim((starttime,starttime+2880*tdg))\n",
    "vels30=[vel30,]\n",
    "vels75=[vel75,]\n",
    "line3.set_data(times,vels30)\n",
    "line4.set_data(times,vels75)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "9ab832e3-eb08-4dce-babc-9124f2410adb",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def animate(frame):\n",
    "    i30 = frame//2\n",
    "    i75 = frame//5\n",
    "    ax0.set_title(starttime + frame * tdg)\n",
    "    times.append(starttime + frame * tdg)\n",
    "    try:\n",
    "        _,vel30,lev30,x30,y30=winddat30[i30]\n",
    "        a[0].set_data((x30,y30))\n",
    "        levs30.append(lev30)\n",
    "        vels30.append(vel30)\n",
    "        line1.set_data(times,levs30)\n",
    "        line3.set_data(times,vels30)\n",
    "    except:\n",
    "        pass\n",
    "    \n",
    "    try:\n",
    "        _,vel75,lev75,x75,y75=winddat75[i75]\n",
    "        b[0].set_data((x75,y75))#,marker=\"o\",markersize=7.5,markerfacecolor='blue')\n",
    "        levs75.append(lev75)\n",
    "        vels75.append(vel75)\n",
    "        line2.set_data(times,levs75)\n",
    "        line4.set_data(times,vels75)\n",
    "    except:\n",
    "        b[0].set_data((0,0))\n",
    "    if frame%100 == 0:\n",
    "        print(f\"{frame} {i30} {i75} {x30} {y30}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "c1a80146-56de-4cc7-bca8-1e938f3058ab",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "ani = animation.FuncAnimation(\n",
    "    fig,             # figure\n",
    "    animate,         # name of the function above\n",
    "    frames=2880,       # Could also be iterable or list\n",
    "    interval=33     # ms between frames\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "077e051d-60d2-4e6b-8ed8-091f2200188c",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 0 0 143.69651544952393 -13.838483894348144\n",
      "0 0 0 143.69651544952393 -13.838483894348144\n",
      "100 50 20 122.49491410064698 -10.188294525146482\n",
      "200 100 40 122.28907331085205 -10.146338325500494\n",
      "300 150 60 122.44345390319825 -10.398075523376463\n",
      "400 200 80 122.34053350830078 -10.314163124084473\n",
      "500 250 100 122.44345390319825 -10.69176892089844\n",
      "600 300 120 126.30296871185303 -10.146338325500494\n",
      "700 350 140 122.80367528533935 -11.0693747177124\n",
      "800 400 160 122.75221508789063 -11.0693747177124\n",
      "900 450 180 121.41424995422364 -10.272206924438478\n",
      "1000 500 200 121.25986936187743 -10.356119323730475\n",
      "1100 550 220 122.5463742980957 -11.027418518066405\n",
      "1200 600 240 122.44345390319825 -11.027418518066405\n",
      "1300 650 260 122.34053350830078 -11.0693747177124\n",
      "1400 700 280 123.00951607513427 -11.111330917358394\n",
      "1500 750 300 124.65624239349364 -11.446980514526366\n",
      "1600 800 320 154.9662986907959 -15.390863281250006\n",
      "1700 850 340 127.84677463531494 -12.537841705322265\n",
      "1800 900 360 143.59359505462646 -28.103591773986818\n",
      "1900 950 380 123.11243647003174 -11.405024314880372\n",
      "2000 1000 400 122.5463742980957 -11.363068115234377\n",
      "2100 1050 420 149.5629779586792 -10.104382125854492\n",
      "2200 1100 440 150.95240328979492 -16.271943473815917\n",
      "2300 1150 460 142.71877169799805 -28.98467196655273\n",
      "2400 1200 480 126.04566772460937 -12.076323509216309\n",
      "2500 1250 500 123.31827725982666 -11.740673912048337\n",
      "2600 1300 520 118.58393909454345 -9.68482012939453\n",
      "2700 1350 540 119.35584205627441 -10.272206924438478\n",
      "2800 1400 560 122.95805587768555 -16.90128646850586\n"
     ]
    }
   ],
   "source": [
    "ani.save(f\"/home/563/dr4292/aus2200_instability_analysis/multiplot.mp4\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a2c0de17-432b-4c82-ac03-a7bba728c1ca",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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