Prueba.ipynb

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   "source": [
    "%matplotlib inline\n",
    "\n",
    "import numpy as np\n",
    "import math\n",
    "from datetime import timedelta\n",
    "from operator import attrgetter\n",
    "import xarray as xr\n",
    "from parcels import FieldSet, ParticleSet, Variable, JITParticle, AdvectionRK4\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import cartopy\n",
    "import cartopy.crs as ccrs\n",
    "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
    "import matplotlib.ticker as mticker\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "19f4c1d7-8c4e-4949-bb9f-8ce3b222d03e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'3.1.0'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import parcels\n",
    "parcels.__version__ # para saber la versión del paquete parcels que estamos usando"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1c7363f4-4dde-4923-889e-4fdcac9aada1",
   "metadata": {},
   "outputs": [],
   "source": [
    "filedir = '/home/jovyan/shared/ohwe24_hackaton/proy2/'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "c0d47b4a-7056-4c7a-a4a9-61d32d421cf6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cmems_mod_glo_bgc_my_0.083deg-lmtl-Fphy_PT1D-I_19980101.nc\n",
      "cmems_mod_glo_bgc_my_0.083deg-lmtl-Fphy_PT1D-I_19980102.nc\n",
      "cmems_mod_glo_bgc_my_0.083deg-lmtl-Fphy_PT1D-I_19980103.nc\n",
      "cmems_mod_glo_bgc_my_0.083deg-lmtl-Fphy_PT1D-I_19980104.nc\n",
      "cmems_mod_glo_bgc_my_0.083deg-lmtl-Fphy_PT1D-I_19980105.nc\n",
      "cmems_mod_glo_bgc_my_0.083deg-lmtl-Fphy_PT1D-I_19980106.nc\n",
      "mercatorbiomer4v2r1_global_mean_bio_20220101.nc\n",
      "mercatorbiomer4v2r1_global_mean_bio_20220102.nc\n",
      "mercatorbiomer4v2r1_global_mean_bio_20220103.nc\n",
      "mercatorbiomer4v2r1_global_mean_bio_20240101.nc\n",
      "mercatorbiomer4v2r1_global_mean_bio_20240102.nc\n",
      "mercatorbiomer4v2r1_global_mean_bio_20240103.nc\n",
      "mercatorbiomer4v2r1_global_mean_bio_20240104.nc\n",
      "mercatorbiomer4v2r1_global_mean_bio_20240105.nc\n",
      "mercatorbiomer4v2r1_global_mean_bio_20240106.nc\n",
      "mercatorbiomer4v2r1_global_mean_bio_20240107.nc\n",
      "mercatorbiomer4v2r1_global_mean_bio_20240108.nc\n",
      "mercatorbiomer4v2r1_global_mean_bio_20240109.nc\n",
      "mercatorbiomer4v2r1_global_mean_bio_20240110.nc\n",
      "mercatorbiomer4v2r1_global_mean_bio_20240111.nc\n"
     ]
    }
   ],
   "source": [
    "!ls /home/jovyan/shared/ohwe24_hackaton/proy2/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "7769c5e9-28c3-4ca6-9b6c-e9aec594a3d8",
   "metadata": {},
   "outputs": [],
   "source": [
    "ds_m = xr.open_dataset(filedir + 'cmems_mod_glo_bgc_my_0.083deg-lmtl-Fphy_PT1D-I_19980105.nc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "493e918b-3d46-4cc7-94c3-2745042c10f1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/home/jovyan/ohwe24-proy2-plasticos\n"
     ]
    }
   ],
   "source": [
    "!pwd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "ae335363-8f9e-4986-84ff-381693560b5a",
   "metadata": {},
   "outputs": [
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 846MB\n",
       "Dimensions:              (latitude: 2040, longitude: 4320, time: 1, depth: 3)\n",
       "Coordinates:\n",
       "  * latitude             (latitude) float32 8kB -80.0 -79.92 ... 89.83 89.92\n",
       "  * longitude            (longitude) float32 17kB -180.0 -179.9 ... 179.8 179.9\n",
       "  * time                 (time) datetime64[ns] 8B 1998-01-05T12:00:00\n",
       "  * depth                (depth) int32 12B 1 2 3\n",
       "Data variables:\n",
       "    T                    (time, depth, latitude, longitude) float64 212MB ...\n",
       "    U                    (time, depth, latitude, longitude) float64 212MB ...\n",
       "    V                    (time, depth, latitude, longitude) float64 212MB ...\n",
       "    pelagic_layer_depth  (time, depth, latitude, longitude) float64 212MB ...\n",
       "Attributes:\n",
       "    title:                      Physical forcings of global ocean low and mid...\n",
       "    source:                     SEAPODYM-LMTL 3.0.0\n",
       "    references:                 http://www.cls.fr; http://www.seapodym.eu\n",
       "    institution:                CLS\n",
       "    Conventions:                CF-1.7\n",
       "    source_physical_variables:  GLOBAL_REANALYSIS_PHY_001_030 CMEMS product\n",
       "    spatial_resolution:         0.083x0.083\n",
       "    temporal_resolution:        1 day\n",
       "    domain:                     global\n",
       "    date_field:                 19980105\n",
       "    history:                    Created on 2022-09-28</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-70e1fa01-edf7-4fea-915d-f2e787b25f08' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-70e1fa01-edf7-4fea-915d-f2e787b25f08' 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>: 2040</li><li><span class='xr-has-index'>longitude</span>: 4320</li><li><span class='xr-has-index'>time</span>: 1</li><li><span class='xr-has-index'>depth</span>: 3</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-fae7c667-d137-457d-bbe6-cae89ed9e450' class='xr-section-summary-in' type='checkbox'  checked><label for='section-fae7c667-d137-457d-bbe6-cae89ed9e450' class='xr-section-summary' >Coordinates: <span>(4)</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'>-80.0 -79.92 -79.83 ... 89.83 89.92</div><input id='attrs-dbef3a13-7191-4f7f-9608-7acbcfc08ef6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dbef3a13-7191-4f7f-9608-7acbcfc08ef6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5f0a7f06-b7d3-4d0e-a82e-a8892e27e2af' class='xr-var-data-in' type='checkbox'><label for='data-5f0a7f06-b7d3-4d0e-a82e-a8892e27e2af' 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_north</dd><dt><span>axis :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>array([-80.      , -79.916664, -79.833336, ...,  89.75    ,  89.833336,\n",
       "        89.916664], 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'>-180.0 -179.9 ... 179.8 179.9</div><input id='attrs-fa934e5f-10d1-400f-978b-2b32b037a814' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fa934e5f-10d1-400f-978b-2b32b037a814' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0f3f0b62-9e6a-4dfb-ba5d-3a97b3c9b3cb' class='xr-var-data-in' type='checkbox'><label for='data-0f3f0b62-9e6a-4dfb-ba5d-3a97b3c9b3cb' 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_east</dd><dt><span>axis :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>array([-180.     , -179.91667, -179.83333, ...,  179.75   ,  179.83333,\n",
       "        179.91667], 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'>1998-01-05T12:00:00</div><input id='attrs-f5ae2cf7-dc65-4a79-bddd-a7479605027b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f5ae2cf7-dc65-4a79-bddd-a7479605027b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b7ba1767-e2e0-4049-a4b3-de943c3814e3' class='xr-var-data-in' type='checkbox'><label for='data-b7ba1767-e2e0-4049-a4b3-de943c3814e3' 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><dt><span>axis :</span></dt><dd>T</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;1998-01-05T12:00:00.000000000&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>depth</span></div><div class='xr-var-dims'>(depth)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>1 2 3</div><input id='attrs-040790d2-7499-4340-a7c4-f2352f7f354c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-040790d2-7499-4340-a7c4-f2352f7f354c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-14a0d1ff-6ccf-45d4-9aca-c1ff5a2bd7f3' class='xr-var-data-in' type='checkbox'><label for='data-14a0d1ff-6ccf-45d4-9aca-c1ff5a2bd7f3' 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>depth</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>axis :</span></dt><dd>Z</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>comment :</span></dt><dd>In fact units are pelagic layer number; 1: epipelagic layer; 2: upper mesopelagic layer; 3: lower mesopelagic layer</dd></dl></div><div class='xr-var-data'><pre>array([1, 2, 3], dtype=int32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-899a7593-e6a1-429c-a6ac-c76df037ec27' class='xr-section-summary-in' type='checkbox'  checked><label for='section-899a7593-e6a1-429c-a6ac-c76df037ec27' class='xr-section-summary' >Data variables: <span>(4)</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>T</span></div><div class='xr-var-dims'>(time, depth, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-584cd829-02b4-433f-8ed8-ded832bfff14' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-584cd829-02b4-433f-8ed8-ded832bfff14' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c3ccba7c-5385-4b94-8bb6-5b1add635857' class='xr-var-data-in' type='checkbox'><label for='data-c3ccba7c-5385-4b94-8bb6-5b1add635857' 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>sea_water_potential_temperature_vertical_mean_over_pelagic_layer</dd><dt><span>units :</span></dt><dd>Celsius degree</dd></dl></div><div class='xr-var-data'><pre>[26438400 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>U</span></div><div class='xr-var-dims'>(time, depth, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e962261b-9017-40e4-8a19-28abba9842dc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e962261b-9017-40e4-8a19-28abba9842dc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9dcb996c-4cff-4389-b9d3-d17c9ee8480a' class='xr-var-data-in' type='checkbox'><label for='data-9dcb996c-4cff-4389-b9d3-d17c9ee8480a' 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>eastward_sea_water_velocity_vertical_mean_over_pelagic_layer</dd><dt><span>units :</span></dt><dd>m/s</dd></dl></div><div class='xr-var-data'><pre>[26438400 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>V</span></div><div class='xr-var-dims'>(time, depth, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3ff7858a-5064-4092-97bf-feb300239052' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3ff7858a-5064-4092-97bf-feb300239052' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-52c7c6ac-2e69-4e25-b338-55c5b20aee10' class='xr-var-data-in' type='checkbox'><label for='data-52c7c6ac-2e69-4e25-b338-55c5b20aee10' 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>northward_sea_water_velocity_vertical_mean_over_pelagic_layer</dd><dt><span>units :</span></dt><dd>m/s</dd></dl></div><div class='xr-var-data'><pre>[26438400 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pelagic_layer_depth</span></div><div class='xr-var-dims'>(time, depth, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d0bd97db-f8aa-4417-b868-9f2d407f21f9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d0bd97db-f8aa-4417-b868-9f2d407f21f9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-300c9b84-0717-4502-8bb1-1f2f34887c83' class='xr-var-data-in' type='checkbox'><label for='data-300c9b84-0717-4502-8bb1-1f2f34887c83' 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>sea_water_pelagic_layer_bottom_depth</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>[26438400 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-712602bf-66f6-4c0b-be16-ad62d23b2339' class='xr-section-summary-in' type='checkbox'  ><label for='section-712602bf-66f6-4c0b-be16-ad62d23b2339' class='xr-section-summary' >Indexes: <span>(4)</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-8f34633f-f178-4105-b0ca-b002d0f41da6' class='xr-index-data-in' type='checkbox'/><label for='index-8f34633f-f178-4105-b0ca-b002d0f41da6' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([             -80.0, -79.91666412353516, -79.83333587646484,\n",
       "                   -79.75, -79.66666412353516, -79.58333587646484,\n",
       "                    -79.5, -79.41666412353516, -79.33333587646484,\n",
       "                   -79.25,\n",
       "       ...\n",
       "        89.16666412353516,              89.25,  89.33333587646484,\n",
       "        89.41666412353516,               89.5,  89.58333587646484,\n",
       "        89.66666412353516,              89.75,  89.83333587646484,\n",
       "        89.91666412353516],\n",
       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;, length=2040))</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-e18a0581-e741-4feb-8b17-ed19b1bf9e95' class='xr-index-data-in' type='checkbox'/><label for='index-e18a0581-e741-4feb-8b17-ed19b1bf9e95' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([            -180.0, -179.9166717529297, -179.8333282470703,\n",
       "                  -179.75, -179.6666717529297, -179.5833282470703,\n",
       "                   -179.5, -179.4166717529297, -179.3333282470703,\n",
       "                  -179.25,\n",
       "       ...\n",
       "        179.1666717529297,             179.25,  179.3333282470703,\n",
       "        179.4166717529297,              179.5,  179.5833282470703,\n",
       "        179.6666717529297,             179.75,  179.8333282470703,\n",
       "        179.9166717529297],\n",
       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;, length=4320))</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-9f120428-1dcf-465c-aa24-034a9fdc8f15' class='xr-index-data-in' type='checkbox'/><label for='index-9f120428-1dcf-465c-aa24-034a9fdc8f15' 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;1998-01-05 12:00:00&#x27;], dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>depth</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-72f1f331-8eca-4080-9b5a-5d57a7996513' class='xr-index-data-in' type='checkbox'/><label for='index-72f1f331-8eca-4080-9b5a-5d57a7996513' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([1, 2, 3], dtype=&#x27;int32&#x27;, name=&#x27;depth&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0e2355fc-dcca-4147-8137-4099d04097c9' class='xr-section-summary-in' type='checkbox'  ><label for='section-0e2355fc-dcca-4147-8137-4099d04097c9' class='xr-section-summary' >Attributes: <span>(11)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>Physical forcings of global ocean low and mid trophic levels biomass content hindcast</dd><dt><span>source :</span></dt><dd>SEAPODYM-LMTL 3.0.0</dd><dt><span>references :</span></dt><dd>http://www.cls.fr; http://www.seapodym.eu</dd><dt><span>institution :</span></dt><dd>CLS</dd><dt><span>Conventions :</span></dt><dd>CF-1.7</dd><dt><span>source_physical_variables :</span></dt><dd>GLOBAL_REANALYSIS_PHY_001_030 CMEMS product</dd><dt><span>spatial_resolution :</span></dt><dd>0.083x0.083</dd><dt><span>temporal_resolution :</span></dt><dd>1 day</dd><dt><span>domain :</span></dt><dd>global</dd><dt><span>date_field :</span></dt><dd>19980105</dd><dt><span>history :</span></dt><dd>Created on 2022-09-28</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 846MB\n",
       "Dimensions:              (latitude: 2040, longitude: 4320, time: 1, depth: 3)\n",
       "Coordinates:\n",
       "  * latitude             (latitude) float32 8kB -80.0 -79.92 ... 89.83 89.92\n",
       "  * longitude            (longitude) float32 17kB -180.0 -179.9 ... 179.8 179.9\n",
       "  * time                 (time) datetime64[ns] 8B 1998-01-05T12:00:00\n",
       "  * depth                (depth) int32 12B 1 2 3\n",
       "Data variables:\n",
       "    T                    (time, depth, latitude, longitude) float64 212MB ...\n",
       "    U                    (time, depth, latitude, longitude) float64 212MB ...\n",
       "    V                    (time, depth, latitude, longitude) float64 212MB ...\n",
       "    pelagic_layer_depth  (time, depth, latitude, longitude) float64 212MB ...\n",
       "Attributes:\n",
       "    title:                      Physical forcings of global ocean low and mid...\n",
       "    source:                     SEAPODYM-LMTL 3.0.0\n",
       "    references:                 http://www.cls.fr; http://www.seapodym.eu\n",
       "    institution:                CLS\n",
       "    Conventions:                CF-1.7\n",
       "    source_physical_variables:  GLOBAL_REANALYSIS_PHY_001_030 CMEMS product\n",
       "    spatial_resolution:         0.083x0.083\n",
       "    temporal_resolution:        1 day\n",
       "    domain:                     global\n",
       "    date_field:                 19980105\n",
       "    history:                    Created on 2022-09-28"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "5cec0459-552b-4f59-bd8a-1574536df139",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 490
    },
    "executionInfo": {
     "elapsed": 1740,
     "status": "ok",
     "timestamp": 1729174095634,
     "user": {
      "displayName": "Paul Hargous",
      "userId": "14682180130140138639"
     },
     "user_tz": -120
    },
    "id": "608de52d",
    "outputId": "211a3c55-71a8-4daa-a9b5-68228fe52cae"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.QuadMesh at 0x78f9ca24f980>"
      ]
     },
     "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_m.U[0,0,:,:].plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "29996bcf-e947-42b7-b556-c88c96db4d19",
   "metadata": {},
   "outputs": [],
   "source": [
    "lon_min, lon_max = -75, -72  # Longitudes aproximadas\n",
    "lat_min, lat_max = -43, -41.5  # Latitudes aproximadas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "fd0b5e01-4f70-42c3-8c57-dbd6948df1a6",
   "metadata": {
    "id": "166b3299"
   },
   "outputs": [],
   "source": [
    "ds_m_sub = ds_m.where((ds_m.longitude<lon_max)&(ds_m.longitude>lon_min)&(ds_m.latitude<lat_max)&(ds_m.latitude>lat_min), drop=True)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "1f8ebcd8-a967-4622-ad6a-c3a1014f2150",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 490
    },
    "executionInfo": {
     "elapsed": 745,
     "status": "ok",
     "timestamp": 1729174103728,
     "user": {
      "displayName": "Paul Hargous",
      "userId": "14682180130140138639"
     },
     "user_tz": -120
    },
    "id": "df525bd7",
    "outputId": "463832fa-491e-4e91-d86b-b5c33d1d1cb2"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.QuadMesh at 0x78f9ca2d94c0>"
      ]
     },
     "execution_count": 11,
     "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_m_sub.U[0,0,:,:].plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "85afaab1-caec-4eaf-982f-839b27a00694",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FieldSet cargado con éxito\n"
     ]
    }
   ],
   "source": [
    "import os  # Importamos el módulo os para trabajar con rutas\n",
    "import glob  # Importamos glob para buscar archivos\n",
    "from parcels import FieldSet  # Importamos FieldSet para trabajar con Parcels\n",
    "\n",
    "\n",
    "# Directorio donde están los archivos\n",
    "filedir =  '/home/jovyan/shared/ohwe24_hackaton/proy2/'\n",
    "\n",
    "\n",
    "# Verificar si el directorio existe\n",
    "if not os.path.exists(filedir):\n",
    "    raise FileNotFoundError(f\"El directorio '{filedir}' no existe o no es accesible\")\n",
    "\n",
    "# Usamos glob para obtener la lista de archivos que coinciden con el patrón\n",
    "u_files = sorted(glob.glob(filedir + \"cmems_mod_glo_bgc_my_0.083deg-lmtl-Fphy_PT1D-I_1998010[1-6].nc\"))\n",
    "v_files = sorted(glob.glob(filedir + \"cmems_mod_glo_bgc_my_0.083deg-lmtl-Fphy_PT1D-I_1998010[1-6].nc\"))\n",
    "\n",
    "# Confirmar que los archivos se encontraron\n",
    "if not u_files:\n",
    "    raise FileNotFoundError(f\"No se encontraron archivos para U con el patrón: {filedir}cmems_mod_glo_bgc_my_0.083deg-lmtl-Fphy_PT1D-I_1998010[1-6].nc\")\n",
    "if not v_files:\n",
    "    raise FileNotFoundError(f\"No se encontraron archivos para V con el patrón: {filedir}cmems_mod_glo_bgc_my_0.083deg-lmtl-Fphy_PT1D-I_1998010[1-6].nc\")\n",
    "\n",
    "# Crear el diccionario de ficheros para U y V\n",
    "ficheros = {'U': u_files, 'V': v_files}\n",
    "\n",
    "# Configurar las variables y dimensiones\n",
    "variables = {'U': 'U', 'V': 'V'}  # Ajusta según los nombres de las variables en los archivos .nc\n",
    "dimensiones = {'lon': 'longitude', 'lat': 'latitude', 'time': 'time'}  # Ajusta según los archivos .nc\n",
    "\n",
    "# Cargar el FieldSet\n",
    "try:\n",
    "    fieldset = FieldSet.from_netcdf(ficheros, variables, dimensiones, allow_time_extrapolation=True)\n",
    "    print(\"FieldSet cargado con éxito\")\n",
    "except Exception as e:\n",
    "    raise RuntimeError(f\"Error al cargar el FieldSet: {e}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "6cd4f7e9-95f9-46ae-a0a5-67965bc2f35a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Número de partículas en el conjunto: 6\n"
     ]
    }
   ],
   "source": [
    "# Definir el rango de latitudes y longitudes para el Mar Interior de Chiloé\n",
    "lon_min, lon_max = -73.3, -73.1  # Longitudes aproximadas\n",
    "lat_min, lat_max = -42.7, -42.5  # Latitudes aproximadas\n",
    "\n",
    "# Encontrar los índices de longitud y latitud dentro del rango deseado\n",
    "lon_indices = np.where((fieldset.U.lon >= lon_min) & (fieldset.U.lon <= lon_max))[0]\n",
    "lat_indices = np.where((fieldset.U.lat >= lat_min) & (fieldset.U.lat <= lat_max))[0]\n",
    "\n",
    "# Seleccionar las longitudes y latitudes correspondientes\n",
    "lon1D = fieldset.U.lon[lon_indices]\n",
    "lat1D = fieldset.U.lat[lat_indices]\n",
    "\n",
    "# Crear la malla de coordenadas para las partículas\n",
    "lons, lats = np.meshgrid(lon1D, lat1D)\n",
    "\n",
    "# Crear el conjunto de partículas con las coordenadas seleccionadas\n",
    "pset_B = ParticleSet(fieldset=fieldset, pclass=JITParticle, lon=lons, lat=lats)\n",
    "\n",
    "# Verificar si la malla de partículas se ha creado correctamente\n",
    "print(f'Número de partículas en el conjunto: {len(pset_B)}')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "5f465def-2c85-49f0-bbee-59ffe82de125",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 636
    },
    "executionInfo": {
     "elapsed": 1802,
     "status": "ok",
     "timestamp": 1729174238693,
     "user": {
      "displayName": "Paul Hargous",
      "userId": "14682180130140138639"
     },
     "user_tz": -120
    },
    "id": "11ee93b9",
    "outputId": "858a305d-17e3-43d7-ae38-99e2b3de5c65",
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,10))\n",
    "\n",
    "ax1 = plt.subplot(111, projection=ccrs.PlateCarree())\n",
    "ax1.coastlines(resolution='50m')\n",
    "ax1.add_feature(cartopy.feature.LAND, facecolor='black') # si el codigo tarda mucho, se puede comentar esta línea\n",
    "ax1.scatter(pset_B.lon, pset_B.lat, c='r', s=10, transform=ccrs.PlateCarree(), label='Start')\n",
    "ax1.set_xlim([lon_min-10., lon_max+10.])\n",
    "ax1.set_ylim([lat_min-10., lat_max+10.])\n",
    "gl = ax1.gridlines(crs=ccrs.PlateCarree(), draw_labels=True)\n",
    "gl.top_labels = False\n",
    "gl.right_labels = False\n",
    "gl.xformatter = LONGITUDE_FORMATTER\n",
    "gl.yformatter = LATITUDE_FORMATTER#esta celda con la anterior se define cuantas y donde se lanzan las particulas\n",
    "\n",
    "plt.savefig('grilla chiloe.png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "8caeceb0-bd03-4dec-be62-67e207fc78ef",
   "metadata": {
    "id": "8517cb87"
   },
   "outputs": [],
   "source": [
    "runtime_days = 6#dias que corre"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "3020dd40-5397-44ae-a286-c5c90e903d78",
   "metadata": {},
   "outputs": [],
   "source": [
    "fichero_salida_B = \"lag_simu_pset_B_test01\" # fichero guardado en formato .zarr que es equivalente a netcdf (.nc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "0f58591a-3117-4d5b-aa38-513a3f94c63b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO: Output files are stored in lag_simu_pset_B_test01.zarr.\n",
      "100%|██████████| 518400.0/518400.0 [00:06<00:00, 81820.21it/s] \n"
     ]
    }
   ],
   "source": [
    "output_file = pset_B.ParticleFile(name=fichero_salida_B, outputdt=timedelta(hours=24))\n",
    "pset_B.execute(pset_B.Kernel(AdvectionRK4),\n",
    "             runtime=timedelta(days=runtime_days),\n",
    "             dt=timedelta(minutes=25),\n",
    "             output_file=output_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "0a215bbc-1af6-4967-b6a0-2e36cf4888d8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total 2120\n",
      "-rw-r--r-- 1 jovyan jovyan   1079 Nov 25 17:50 LICENSE\n",
      "drwxr-xr-x 8 jovyan jovyan   4096 Nov 26 16:56 lag_simu_pset_A_test01.zarr\n",
      "-rw-r--r-- 1 jovyan jovyan   1724 Nov 26 17:15 Untitled.ipynb\n",
      "-rw-r--r-- 1 jovyan jovyan 568289 Nov 26 18:29 proyecto2.ipynb\n",
      "-rw-r--r-- 1 jovyan jovyan    716 Nov 27 18:34 README.md\n",
      "-rw-r--r-- 1 jovyan jovyan 300044 Nov 27 18:34 test02-.ipynb\n",
      "-rw-r--r-- 1 jovyan jovyan 612703 Nov 27 18:36 test01.ipynb\n",
      "-rw-r--r-- 1 jovyan jovyan 662162 Nov 27 21:47 Prueba.ipynb\n",
      "drwxr-xr-x 8 jovyan jovyan   4096 Nov 28 14:19 lag_simu_pset_B_test01.zarr\n"
     ]
    }
   ],
   "source": [
    "!ls -trl # para ver los nuevos ficheros en nuestro directorio"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "3fe0b0bb-3e3c-42bc-b854-9a4cfdf34ebb",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 424,
     "status": "ok",
     "timestamp": 1729174382819,
     "user": {
      "displayName": "Paul Hargous",
      "userId": "14682180130140138639"
     },
     "user_tz": -120
    },
    "id": "C0OdZzD0v_g_",
    "outputId": "bec2e574-9a36-4b69-e19c-ba8370d205b2"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/.pixi/envs/default/lib/python3.12/site-packages/xarray/backends/plugins.py:149: RuntimeWarning: 'netcdf4' fails while guessing\n",
      "  warnings.warn(f\"{engine!r} fails while guessing\", RuntimeWarning)\n",
      "/home/.pixi/envs/default/lib/python3.12/site-packages/xarray/backends/plugins.py:149: RuntimeWarning: 'scipy' fails while guessing\n",
      "  warnings.warn(f\"{engine!r} fails while guessing\", RuntimeWarning)\n"
     ]
    }
   ],
   "source": [
    "ds = xr.open_dataset(\"lag_simu_pset_B_test01.zarr\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "1d5d9962-978d-48f0-ac0e-10e9c263884e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
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       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
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       "\n",
       ".xr-attrs dd {\n",
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       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
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       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 792B\n",
       "Dimensions:     (trajectory: 6, obs: 6)\n",
       "Coordinates:\n",
       "  * obs         (obs) int32 24B 0 1 2 3 4 5\n",
       "  * trajectory  (trajectory) int64 48B 0 1 2 3 4 5\n",
       "Data variables:\n",
       "    lat         (trajectory, obs) float32 144B ...\n",
       "    lon         (trajectory, obs) float32 144B ...\n",
       "    time        (trajectory, obs) datetime64[ns] 288B ...\n",
       "    z           (trajectory, obs) float32 144B ...\n",
       "Attributes:\n",
       "    Conventions:            CF-1.6/CF-1.7\n",
       "    feature_type:           trajectory\n",
       "    ncei_template_version:  NCEI_NetCDF_Trajectory_Template_v2.0\n",
       "    parcels_kernels:        JITParticleAdvectionRK4\n",
       "    parcels_mesh:           spherical\n",
       "    parcels_version:        3.1.0</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-76f3b13b-6c8b-459a-bb55-4f144ccdc351' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-76f3b13b-6c8b-459a-bb55-4f144ccdc351' 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'>trajectory</span>: 6</li><li><span class='xr-has-index'>obs</span>: 6</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-1f58f58c-2315-4f4e-9584-f2d40c718bb7' class='xr-section-summary-in' type='checkbox'  checked><label for='section-1f58f58c-2315-4f4e-9584-f2d40c718bb7' 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'>obs</span></div><div class='xr-var-dims'>(obs)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5</div><input id='attrs-59e3f35c-4ed1-4676-b126-eea830b6703c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-59e3f35c-4ed1-4676-b126-eea830b6703c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-517aae82-5de7-4ec6-b20c-e67133b28396' class='xr-var-data-in' type='checkbox'><label for='data-517aae82-5de7-4ec6-b20c-e67133b28396' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5], dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trajectory</span></div><div class='xr-var-dims'>(trajectory)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5</div><input id='attrs-f4738c13-5237-47f7-a7f5-1e9791bc497f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f4738c13-5237-47f7-a7f5-1e9791bc497f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-343c2fde-936f-4720-9f86-905a657b8783' class='xr-var-data-in' type='checkbox'><label for='data-343c2fde-936f-4720-9f86-905a657b8783' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0a6de169-b34d-473f-96ac-77d2a126f21a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0a6de169-b34d-473f-96ac-77d2a126f21a' class='xr-section-summary' >Data variables: <span>(4)</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>lat</span></div><div class='xr-var-dims'>(trajectory, obs)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-90eb037e-4167-4189-84b3-924c25df12b5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-90eb037e-4167-4189-84b3-924c25df12b5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-91465fd1-f116-4b6d-b24a-c3e7f613cea1' class='xr-var-data-in' type='checkbox'><label for='data-91465fd1-f116-4b6d-b24a-c3e7f613cea1' 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>axis :</span></dt><dd>Y</dd><dt><span>long_name :</span></dt><dd></dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[36 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(trajectory, obs)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4b202fd6-9f63-4729-8448-64123fb34d7f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4b202fd6-9f63-4729-8448-64123fb34d7f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dab3d395-9ffa-4651-8ff2-995a34b6f241' class='xr-var-data-in' type='checkbox'><label for='data-dab3d395-9ffa-4651-8ff2-995a34b6f241' 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>axis :</span></dt><dd>X</dd><dt><span>long_name :</span></dt><dd></dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>[36 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>time</span></div><div class='xr-var-dims'>(trajectory, obs)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4ce7f3da-3984-42c4-8cad-27299cf4953f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4ce7f3da-3984-42c4-8cad-27299cf4953f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1adebe04-9d65-47c0-8b97-73d4c87531a8' class='xr-var-data-in' type='checkbox'><label for='data-1adebe04-9d65-47c0-8b97-73d4c87531a8' 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>axis :</span></dt><dd>T</dd><dt><span>long_name :</span></dt><dd></dd><dt><span>standard_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>[36 values with dtype=datetime64[ns]]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>z</span></div><div class='xr-var-dims'>(trajectory, obs)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-540f0055-925e-4da8-8b42-86c6e56616a8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-540f0055-925e-4da8-8b42-86c6e56616a8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-949a2dc3-343e-4683-a9c8-a144b6311ea6' class='xr-var-data-in' type='checkbox'><label for='data-949a2dc3-343e-4683-a9c8-a144b6311ea6' 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>long_name :</span></dt><dd></dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>standard_name :</span></dt><dd>depth</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>[36 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-66eaf110-fc66-4b1d-84fe-08ea34ae8f77' class='xr-section-summary-in' type='checkbox'  ><label for='section-66eaf110-fc66-4b1d-84fe-08ea34ae8f77' class='xr-section-summary' >Indexes: <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-index-name'><div>obs</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-531473d3-8665-4668-891a-9f08fcc82608' class='xr-index-data-in' type='checkbox'/><label for='index-531473d3-8665-4668-891a-9f08fcc82608' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5], dtype=&#x27;int32&#x27;, name=&#x27;obs&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>trajectory</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-6599270c-4d5f-49cc-ae7b-d8fa8300cc13' class='xr-index-data-in' type='checkbox'/><label for='index-6599270c-4d5f-49cc-ae7b-d8fa8300cc13' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5], dtype=&#x27;int64&#x27;, name=&#x27;trajectory&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f8930fd5-0c1b-4808-b4d1-de51d4469dd1' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f8930fd5-0c1b-4808-b4d1-de51d4469dd1' class='xr-section-summary' >Attributes: <span>(6)</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/CF-1.7</dd><dt><span>feature_type :</span></dt><dd>trajectory</dd><dt><span>ncei_template_version :</span></dt><dd>NCEI_NetCDF_Trajectory_Template_v2.0</dd><dt><span>parcels_kernels :</span></dt><dd>JITParticleAdvectionRK4</dd><dt><span>parcels_mesh :</span></dt><dd>spherical</dd><dt><span>parcels_version :</span></dt><dd>3.1.0</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 792B\n",
       "Dimensions:     (trajectory: 6, obs: 6)\n",
       "Coordinates:\n",
       "  * obs         (obs) int32 24B 0 1 2 3 4 5\n",
       "  * trajectory  (trajectory) int64 48B 0 1 2 3 4 5\n",
       "Data variables:\n",
       "    lat         (trajectory, obs) float32 144B ...\n",
       "    lon         (trajectory, obs) float32 144B ...\n",
       "    time        (trajectory, obs) datetime64[ns] 288B ...\n",
       "    z           (trajectory, obs) float32 144B ...\n",
       "Attributes:\n",
       "    Conventions:            CF-1.6/CF-1.7\n",
       "    feature_type:           trajectory\n",
       "    ncei_template_version:  NCEI_NetCDF_Trajectory_Template_v2.0\n",
       "    parcels_kernels:        JITParticleAdvectionRK4\n",
       "    parcels_mesh:           spherical\n",
       "    parcels_version:        3.1.0"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "633b7957-39d4-4ee4-8cbc-b8de8b4fef4d",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 636
    },
    "executionInfo": {
     "elapsed": 1366,
     "status": "ok",
     "timestamp": 1729174406850,
     "user": {
      "displayName": "Paul Hargous",
      "userId": "14682180130140138639"
     },
     "user_tz": -120
    },
    "id": "69c2e403",
    "outputId": "9cd356a4-2443-4167-ced1-e06e747bd103",
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,10))\n",
    "\n",
    "ax1 = plt.subplot(111, projection=ccrs.PlateCarree())\n",
    "ax1.coastlines(resolution='50m')\n",
    "ax1.add_feature(cartopy.feature.LAND, facecolor='black') # si el codigo tarda mucho, se puede comentar esta línea\n",
    "ax1.plot(ds['lon'].T, ds['lat'].T, transform=ccrs.PlateCarree())\n",
    "ax1.scatter(ds['lon'][:,0], ds['lat'][:,0], c='k', s=5, transform=ccrs.PlateCarree(), label='Start')\n",
    "ax1.set_xlim([lon_min-0.5, lon_max+0.5])\n",
    "ax1.set_ylim([lat_min-0.5, lat_max+0.5])\n",
    "gl = ax1.gridlines(crs=ccrs.PlateCarree(), draw_labels=True)\n",
    "gl.top_labels = False\n",
    "gl.right_labels = False\n",
    "gl.xformatter = LONGITUDE_FORMATTER\n",
    "gl.yformatter = LATITUDE_FORMATTER\n",
    "\n",
    "plt.savefig('grilla chiloe 2.png')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "85c0cc2b-2a33-4836-a656-02ae28c62319",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 850
    },
    "executionInfo": {
     "elapsed": 1652,
     "status": "ok",
     "timestamp": 1729174417524,
     "user": {
      "displayName": "Paul Hargous",
      "userId": "14682180130140138639"
     },
     "user_tz": -120
    },
    "id": "EfgMYXP2v_hH",
    "outputId": "65fb3d59-c52a-4e44-ce3d-ed6da1042bda",
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x700 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,7))\n",
    "\n",
    "ax1 = plt.subplot(111, projection=ccrs.PlateCarree())\n",
    "ds_m.U[0,0,:,:].plot(vmin=-.8, vmax=.8, cmap='RdBu_r')\n",
    "ax1.plot(ds['lon'].T, ds['lat'].T, transform=ccrs.PlateCarree())\n",
    "ax1.scatter(ds['lon'][:,-1], ds['lat'][:,-1], c='r', s=20, transform=ccrs.PlateCarree(), label='End')\n",
    "ax1.scatter(ds['lon'][:,0], ds['lat'][:,0], c='k', s=20, transform=ccrs.PlateCarree(), label='Start')\n",
    "ax1.set_xlim([-74, -72])\n",
    "ax1.set_ylim([-43, -41])\n",
    "gl = ax1.gridlines(crs=ccrs.PlateCarree(), draw_labels=True)\n",
    "gl.top_labels = False\n",
    "gl.right_labels = False\n",
    "gl.xformatter = LONGITUDE_FORMATTER\n",
    "gl.yformatter = LATITUDE_FORMATTER\n",
    "plt.savefig('grilla_chiloe_3.png', dpi=300, bbox_inches='tight')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "944a4b45-a826-436a-baae-1fa47a16b64f",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bc9635d8-b3e4-4709-80c1-6c003df5b4f4",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d9dc5b0d-c979-41b1-8dcb-9d900c70e448",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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