From ff6cf0d00e47e4fcba7aa6ee8226aa5738c25355 Mon Sep 17 00:00:00 2001
From: Alba Vilanova Cortezon <alba.vilanova@outlook.com>
Date: Mon, 22 Jan 2024 14:38:50 +0100
Subject: [PATCH] Update docs

---
 docs/build/doctrees/changelog.doctree         | Bin 37720 -> 39516 bytes
 docs/build/doctrees/environment.pickle        | Bin 1919954 -> 1943143 bytes
 docs/build/doctrees/formats.doctree           | Bin 90271 -> 97873 bytes
 docs/build/doctrees/methods.doctree           | Bin 158976 -> 162248 bytes
 docs/build/doctrees/projections.doctree       | Bin 641714 -> 641779 bytes
 docs/build/html/_modules/nes/load_nes.html    |  13 +-
 .../_modules/nes/methods/cell_measures.html   |   8 +-
 .../nes/methods/horizontal_interpolation.html |  47 +++---
 .../_modules/nes/methods/spatial_join.html    |  57 ++++---
 .../nes/methods/vertical_interpolation.html   |  19 ++-
 .../nes/nc_projections/default_nes.html       |  36 +++--
 .../nes/nc_projections/latlon_nes.html        |   3 +
 .../nes/nes_formats/cams_ra_format.html       |   2 +-
 .../_modules/nes/nes_formats/cmaq_format.html |  27 +++-
 .../nes/nes_formats/monarch_format.html       |   8 +-
 .../nes/nes_formats/wrf_chem_format.html      |  24 ++-
 docs/build/html/changelog.html                |   4 +
 docs/build/html/formats.html                  | 142 ++++++++++-------
 docs/build/html/methods.html                  | 148 +++++++++---------
 docs/build/html/projections.html              |  52 +++---
 docs/build/html/searchindex.js                |   2 +-
 nes/methods/cell_measures.py                  |   8 +-
 nes/methods/horizontal_interpolation.py       |  43 ++---
 nes/methods/spatial_join.py                   |  42 ++---
 nes/methods/vertical_interpolation.py         |   7 +-
 nes/nc_projections/default_nes.py             |  25 +--
 nes/nes_formats/cams_ra_format.py             |   2 +-
 nes/nes_formats/cmaq_format.py                |  27 +++-
 nes/nes_formats/monarch_format.py             |   8 +-
 nes/nes_formats/wrf_chem_format.py            |  24 ++-
 30 files changed, 464 insertions(+), 314 deletions(-)

diff --git a/docs/build/doctrees/changelog.doctree b/docs/build/doctrees/changelog.doctree
index 5c70d842b1b4c6ab163adf8acbc846233edff16a..0ef54b05ad4b1e7af75c5f8bfec6d3c83408eadd 100644
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diff --git a/docs/build/doctrees/formats.doctree b/docs/build/doctrees/formats.doctree
index 92f908ee82d4fffde2425a066a2207bf45b7c75d..8c2830685c4291700a410c8004ccfc09cc2041e5 100644
GIT binary patch
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diff --git a/docs/build/doctrees/methods.doctree b/docs/build/doctrees/methods.doctree
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diff --git a/docs/build/doctrees/projections.doctree b/docs/build/doctrees/projections.doctree
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diff --git a/docs/build/html/_modules/nes/load_nes.html b/docs/build/html/_modules/nes/load_nes.html
index d51ea5a..c7b22e1 100644
--- a/docs/build/html/_modules/nes/load_nes.html
+++ b/docs/build/html/_modules/nes/load_nes.html
@@ -138,12 +138,13 @@
     <span class="k">if</span> <span class="n">xarray</span><span class="p">:</span>
         <span class="n">dataset</span> <span class="o">=</span> <span class="kc">None</span>
     <span class="k">else</span><span class="p">:</span>
-        <span class="c1"># dataset = Dataset(path, format=&quot;NETCDF4&quot;, mode=&#39;r&#39;, parallel=False)</span>
-        <span class="k">if</span> <span class="n">comm</span><span class="o">.</span><span class="n">Get_size</span><span class="p">()</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
-            <span class="n">dataset</span> <span class="o">=</span> <span class="n">Dataset</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="nb">format</span><span class="o">=</span><span class="s2">&quot;NETCDF4&quot;</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s1">&#39;r&#39;</span><span class="p">,</span> <span class="n">parallel</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
-        <span class="k">else</span><span class="p">:</span>
-            <span class="n">dataset</span> <span class="o">=</span> <span class="n">Dataset</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="nb">format</span><span class="o">=</span><span class="s2">&quot;NETCDF4&quot;</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s1">&#39;r&#39;</span><span class="p">,</span> <span class="n">parallel</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">comm</span><span class="o">=</span><span class="n">comm</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="n">MPI</span><span class="o">.</span><span class="n">Info</span><span class="p">())</span>
-    
+        <span class="n">dataset</span> <span class="o">=</span> <span class="n">Dataset</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="nb">format</span><span class="o">=</span><span class="s2">&quot;NETCDF4&quot;</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s1">&#39;r&#39;</span><span class="p">,</span> <span class="n">parallel</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+        <span class="c1"># Parallel is not needed for reading</span>
+        <span class="c1"># if comm.Get_size() == 1:</span>
+        <span class="c1">#     dataset = Dataset(path, format=&quot;NETCDF4&quot;, mode=&#39;r&#39;, parallel=False)</span>
+        <span class="c1"># else:</span>
+        <span class="c1">#     dataset = Dataset(path, format=&quot;NETCDF4&quot;, mode=&#39;r&#39;, parallel=True, comm=comm, info=MPI.Info())</span>
+
     <span class="k">if</span> <span class="n">__is_rotated</span><span class="p">(</span><span class="n">dataset</span><span class="p">):</span>
         <span class="c1"># Rotated grids</span>
         <span class="n">nessy</span> <span class="o">=</span> <span class="n">RotatedNes</span><span class="p">(</span><span class="n">comm</span><span class="o">=</span><span class="n">comm</span><span class="p">,</span> <span class="n">dataset</span><span class="o">=</span><span class="n">dataset</span><span class="p">,</span> <span class="n">xarray</span><span class="o">=</span><span class="n">xarray</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="n">info</span><span class="p">,</span> <span class="n">parallel_method</span><span class="o">=</span><span class="n">parallel_method</span><span class="p">,</span>
diff --git a/docs/build/html/_modules/nes/methods/cell_measures.html b/docs/build/html/_modules/nes/methods/cell_measures.html
index 2cde66b..331b5c4 100644
--- a/docs/build/html/_modules/nes/methods/cell_measures.html
+++ b/docs/build/html/_modules/nes/methods/cell_measures.html
@@ -224,14 +224,14 @@
 <span class="k">def</span> <span class="nf">mod_huiliers_area</span><span class="p">(</span><span class="n">cell_corner_lon</span><span class="p">,</span> <span class="n">cell_corner_lat</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Calculate the area of each cell according to Huilier&#39;s theorem.</span>
-<span class="sd">    Reference: CDO (https://earth.bsc.es/gitlab/ces/cdo/)</span>
+<span class="sd">    Reference: CDO (https://earth.bsc.es/gitlab/ces/cdo/).</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    cell_corner_lon : np.array</span>
-<span class="sd">        Longitude boundaries of each cell</span>
+<span class="sd">        Longitude boundaries of each cell.</span>
 <span class="sd">    cell_corner_lat : np.array</span>
-<span class="sd">        Latitude boundaries of each cell</span>
+<span class="sd">        Latitude boundaries of each cell.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
     <span class="nb">sum</span> <span class="o">=</span> <span class="mi">0</span>
@@ -269,7 +269,7 @@
 <span class="k">def</span> <span class="nf">tri_area</span><span class="p">(</span><span class="n">point_0</span><span class="p">,</span> <span class="n">point_1</span><span class="p">,</span> <span class="n">point_2</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Calculate area between three points that form a triangle.</span>
-<span class="sd">    Reference: CDO (https://earth.bsc.es/gitlab/ces/cdo/)</span>
+<span class="sd">    Reference: CDO (https://earth.bsc.es/gitlab/ces/cdo/).</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
diff --git a/docs/build/html/_modules/nes/methods/horizontal_interpolation.html b/docs/build/html/_modules/nes/methods/horizontal_interpolation.html
index 7ef793d..929849c 100644
--- a/docs/build/html/_modules/nes/methods/horizontal_interpolation.html
+++ b/docs/build/html/_modules/nes/methods/horizontal_interpolation.html
@@ -127,10 +127,11 @@
 <span class="sd">    only_create_wm : bool</span>
 <span class="sd">        Indicates if you want to only create the Weight Matrix.</span>
 <span class="sd">    wm : Nes</span>
-<span class="sd">        Weight matrix Nes File</span>
+<span class="sd">        Weight matrix Nes File.</span>
 <span class="sd">    flux : bool</span>
-<span class="sd">        Indicates if you want to calculate the weight matrix for flux variables</span>
+<span class="sd">        Indicates if you want to calculate the weight matrix for flux variables.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="k">if</span> <span class="n">info</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">master</span><span class="p">:</span>
         <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Creating Weight Matrix&quot;</span><span class="p">)</span>
     <span class="c1"># Obtain weight matrix</span>
@@ -197,7 +198,7 @@
         <span class="k">for</span> <span class="n">time</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">dst_shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]):</span>
             <span class="k">for</span> <span class="n">lev</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">dst_shape</span><span class="p">[</span><span class="mi">1</span><span class="p">]):</span>
                 <span class="n">src_aux</span> <span class="o">=</span> <span class="n">get_src_data</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">comm</span><span class="p">,</span> <span class="n">var_info</span><span class="p">[</span><span class="s1">&#39;data&#39;</span><span class="p">][</span><span class="n">time</span><span class="p">,</span> <span class="n">lev</span><span class="p">],</span> <span class="n">idx</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">parallel_method</span><span class="p">)</span>
-                <span class="n">final_dst</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">][</span><span class="n">time</span><span class="p">,</span> <span class="n">lev</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">weights</span> <span class="o">*</span> <span class="n">src_aux</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+                <span class="n">final_dst</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">][</span><span class="n">time</span><span class="p">,</span> <span class="n">lev</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">nansum</span><span class="p">(</span><span class="n">weights</span> <span class="o">*</span> <span class="n">src_aux</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
 
         <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">dst_grid</span><span class="p">,</span> <span class="n">nes</span><span class="o">.</span><span class="n">PointsNes</span><span class="p">):</span>
             <span class="c1"># Removing level axis</span>
@@ -248,6 +249,7 @@
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    comm : MPI.Communicator.</span>
+<span class="sd">        MPI communicator.</span>
 <span class="sd">    var_data : np.array</span>
 <span class="sd">        Rank source data.</span>
 <span class="sd">    idx : np.array</span>
@@ -306,15 +308,16 @@
 <span class="sd">    only_create : bool</span>
 <span class="sd">        Indicates if you want to only create the Weight Matrix.</span>
 <span class="sd">    wm : Nes</span>
-<span class="sd">        Weight matrix Nes File</span>
+<span class="sd">        Weight matrix Nes File.</span>
 <span class="sd">    flux : bool</span>
-<span class="sd">        Indicates if you want to calculate the weight matrix for flux variables</span>
+<span class="sd">        Indicates if you want to calculate the weight matrix for flux variables.</span>
 
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
 <span class="sd">    tuple</span>
 <span class="sd">        Weights and source data index.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="k">if</span> <span class="n">wm</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
         <span class="n">weight_matrix</span> <span class="o">=</span> <span class="n">wm</span>
 
@@ -406,15 +409,16 @@
 <span class="sd">    only_create : bool</span>
 <span class="sd">        Indicates if you want to only create the Weight Matrix.</span>
 <span class="sd">    wm : Nes</span>
-<span class="sd">        Weight matrix Nes File</span>
+<span class="sd">        Weight matrix Nes File.</span>
 <span class="sd">    flux : bool</span>
-<span class="sd">        Indicates if you want to calculate the weight matrix for flux variables</span>
+<span class="sd">        Indicates if you want to calculate the weight matrix for flux variables.</span>
 
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
 <span class="sd">    tuple</span>
 <span class="sd">        Weights and source data index.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">dst_grid</span><span class="p">,</span> <span class="n">nes</span><span class="o">.</span><span class="n">PointsNes</span><span class="p">)</span> <span class="ow">and</span> <span class="n">weight_matrix_path</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">master</span><span class="p">:</span>
             <span class="n">warn</span><span class="p">(</span><span class="s2">&quot;To point weight matrix cannot be saved.&quot;</span><span class="p">)</span>
@@ -519,6 +523,7 @@
 <span class="sd">    nes.Nes</span>
 <span class="sd">        Weight matrix.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="n">weight_matrix</span> <span class="o">=</span> <span class="n">nes</span><span class="o">.</span><span class="n">open_netcdf</span><span class="p">(</span><span class="n">path</span><span class="o">=</span><span class="n">weight_matrix_path</span><span class="p">,</span> <span class="n">comm</span><span class="o">=</span><span class="n">comm</span><span class="p">,</span> <span class="n">parallel_method</span><span class="o">=</span><span class="n">parallel_method</span><span class="p">,</span> <span class="n">balanced</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
     <span class="n">weight_matrix</span><span class="o">.</span><span class="n">load</span><span class="p">()</span>
 
@@ -526,6 +531,9 @@
     <span class="k">if</span> <span class="s1">&#39;inverse_dists&#39;</span> <span class="ow">in</span> <span class="n">weight_matrix</span><span class="o">.</span><span class="n">variables</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
         <span class="n">weight_matrix</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="s1">&#39;weight&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">weight_matrix</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="s1">&#39;inverse_dists&#39;</span><span class="p">]</span>
 
+    <span class="n">weight_matrix</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="s1">&#39;weight&#39;</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">][</span><span class="n">weight_matrix</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="s1">&#39;weight&#39;</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">]</span> <span class="o">&lt;=</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">nan</span>
+    <span class="n">weight_matrix</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="s1">&#39;weight&#39;</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">][</span><span class="n">weight_matrix</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="s1">&#39;idx&#39;</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">]</span> <span class="o">&lt;=</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">nan</span>
+    
     <span class="k">return</span> <span class="n">weight_matrix</span></div>
 
 
@@ -545,7 +553,7 @@
 <span class="sd">    n_neighbours : int</span>
 <span class="sd">        Used if kind == NearestNeighbour. Number of nearest neighbours to interpolate. Default: 4.</span>
 <span class="sd">    wm_path : str</span>
-<span class="sd">        Path where write the weight matrix</span>
+<span class="sd">        Path where write the weight matrix.</span>
 <span class="sd">    info: bool</span>
 <span class="sd">        Indicates if you want to print extra info during the methods process.</span>
 
@@ -642,9 +650,9 @@
 <span class="sd">    dst_nes : nes.Nes</span>
 <span class="sd">        Final projection Nes object.</span>
 <span class="sd">    wm_path : str</span>
-<span class="sd">        Path where write the weight matrix</span>
+<span class="sd">        Path where write the weight matrix.</span>
 <span class="sd">    flux : bool</span>
-<span class="sd">        Indicates if you want to calculate the weight matrix for flux variables</span>
+<span class="sd">        Indicates if you want to calculate the weight matrix for flux variables.</span>
 <span class="sd">    info: bool</span>
 <span class="sd">        Indicates if you want to print extra info during the methods process.</span>
 
@@ -653,6 +661,7 @@
 <span class="sd">    nes.Nes</span>
 <span class="sd">        Weight matrix.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="k">if</span> <span class="n">info</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">master</span><span class="p">:</span>
         <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;</span><span class="se">\t</span><span class="s2">Creating area conservative Weight Matrix&quot;</span><span class="p">)</span>
         <span class="n">sys</span><span class="o">.</span><span class="n">stdout</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span>
@@ -830,15 +839,15 @@
 <a class="viewcode-back" href="../../../methods.html#nes.methods.horizontal_interpolation.lon_lat_to_cartesian_ecef">[docs]</a>
 <span class="k">def</span> <span class="nf">lon_lat_to_cartesian_ecef</span><span class="p">(</span><span class="n">lon</span><span class="p">,</span> <span class="n">lat</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    # convert observational/model geographic longitude/latitude coordinates to cartesian ECEF (Earth Centred,</span>
-<span class="sd">    # Earth Fixed) coordinates, assuming WGS84 datum and ellipsoid, and that all heights = 0.</span>
-<span class="sd">    # ECEF coordiantes represent positions (in meters) as X, Y, Z coordinates, approximating the earth surface</span>
-<span class="sd">    # as an ellipsoid of revolution.</span>
-<span class="sd">    # This conversion is for the subsequent calculation of euclidean distances of the model gridcell centres</span>
-<span class="sd">    # from each observational station.</span>
-<span class="sd">    # Defining the distance between two points on the earth&#39;s surface as simply the euclidean distance</span>
-<span class="sd">    # between the two lat/lon pairs could lead to inaccurate results depending on the distance</span>
-<span class="sd">    # between two points (i.e. 1 deg. of longitude varies with latitude).</span>
+<span class="sd">    Convert observational/model geographic longitude/latitude coordinates to cartesian ECEF (Earth Centred,</span>
+<span class="sd">    Earth Fixed) coordinates, assuming WGS84 datum and ellipsoid, and that all heights = 0.</span>
+<span class="sd">    ECEF coordiantes represent positions (in meters) as X, Y, Z coordinates, approximating the earth surface</span>
+<span class="sd">    as an ellipsoid of revolution.</span>
+<span class="sd">    This conversion is for the subsequent calculation of euclidean distances of the model gridcell centres</span>
+<span class="sd">    from each observational station.</span>
+<span class="sd">    Defining the distance between two points on the earth&#39;s surface as simply the euclidean distance</span>
+<span class="sd">    between the two lat/lon pairs could lead to inaccurate results depending on the distance</span>
+<span class="sd">    between two points (i.e. 1 deg. of longitude varies with latitude).</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
diff --git a/docs/build/html/_modules/nes/methods/spatial_join.html b/docs/build/html/_modules/nes/methods/spatial_join.html
index 60e4383..d3cf43a 100644
--- a/docs/build/html/_modules/nes/methods/spatial_join.html
+++ b/docs/build/html/_modules/nes/methods/spatial_join.html
@@ -91,13 +91,14 @@
 
 <div class="viewcode-block" id="spatial_join">
 <a class="viewcode-back" href="../../../methods.html#nes.methods.spatial_join.spatial_join">[docs]</a>
-<span class="k">def</span> <span class="nf">spatial_join</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ext_shp</span><span class="p">,</span> <span class="n">method</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">var_list</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+<span class="k">def</span> <span class="nf">spatial_join</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ext_shp</span><span class="p">,</span> <span class="n">method</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">var_list</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">apply_bbox</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Compute overlay intersection of two GeoPandasDataFrames.</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    ext_shp : GeoPandasDataFrame or str</span>
 <span class="sd">        File or path from where the data will be obtained on the intersection.</span>
 <span class="sd">    method : str</span>
@@ -105,7 +106,9 @@
 <span class="sd">    var_list : List or None or str</span>
 <span class="sd">        Variables that will be included in the resulting shapefile.</span>
 <span class="sd">    info : bool</span>
-<span class="sd">        Indicates if you want to print the process info or no</span>
+<span class="sd">        Indicates if you want to print the process info.</span>
+<span class="sd">    apply_bbox : bool</span>
+<span class="sd">        Indicates if you want to reduce the shapefile to a bbox.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
     
     <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">master</span> <span class="ow">and</span> <span class="n">info</span><span class="p">:</span>
@@ -121,7 +124,8 @@
             <span class="n">sys</span><span class="o">.</span><span class="n">stdout</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">create_shapefile</span><span class="p">()</span>
 
-    <span class="n">ext_shp</span> <span class="o">=</span> <span class="n">prepare_external_shapefile</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ext_shp</span><span class="o">=</span><span class="n">ext_shp</span><span class="p">,</span> <span class="n">var_list</span><span class="o">=</span><span class="n">var_list</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="n">info</span><span class="p">)</span>
+    <span class="n">ext_shp</span> <span class="o">=</span> <span class="n">prepare_external_shapefile</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ext_shp</span><span class="o">=</span><span class="n">ext_shp</span><span class="p">,</span> <span class="n">var_list</span><span class="o">=</span><span class="n">var_list</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="n">info</span><span class="p">,</span> 
+                                         <span class="n">apply_bbox</span><span class="o">=</span><span class="n">apply_bbox</span><span class="p">)</span>
 
     <span class="k">if</span> <span class="n">method</span> <span class="o">==</span> <span class="s1">&#39;nearest&#39;</span><span class="p">:</span>
         <span class="c1"># Nearest centroids to the shapefile polygons</span>
@@ -143,7 +147,7 @@
 
 <div class="viewcode-block" id="prepare_external_shapefile">
 <a class="viewcode-back" href="../../../methods.html#nes.methods.spatial_join.prepare_external_shapefile">[docs]</a>
-<span class="k">def</span> <span class="nf">prepare_external_shapefile</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ext_shp</span><span class="p">,</span> <span class="n">var_list</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+<span class="k">def</span> <span class="nf">prepare_external_shapefile</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ext_shp</span><span class="p">,</span> <span class="n">var_list</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">apply_bbox</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Prepare the external shapefile.</span>
 
@@ -156,26 +160,31 @@
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    ext_shp : GeoDataFrame or str</span>
-<span class="sd">        External shapefile or path to it</span>
+<span class="sd">        External shapefile or path to it.</span>
 <span class="sd">    var_list : List[str] or None</span>
-<span class="sd">        External shapefile variables to be computed</span>
+<span class="sd">        External shapefile variables to be computed.</span>
 <span class="sd">    info : bool</span>
-<span class="sd">        Indicates if you want to print the information</span>
+<span class="sd">        Indicates if you want to print the information.</span>
+<span class="sd">    apply_bbox : bool</span>
+<span class="sd">        Indicates if you want to reduce the shapefile to a bbox.</span>
 
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
 <span class="sd">    GeoDataFrame</span>
-<span class="sd">        External shapefile</span>
+<span class="sd">        External shapefile.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
-
+    
     <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ext_shp</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
         <span class="c1"># Reading external shapefile</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">master</span> <span class="ow">and</span> <span class="n">info</span><span class="p">:</span>
             <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;</span><span class="se">\t</span><span class="s2">Reading external shapefile&quot;</span><span class="p">)</span>
         <span class="c1"># ext_shp = gpd.read_file(ext_shp, include_fields=var_list, mask=self.shapefile.geometry)</span>
-        <span class="n">ext_shp</span> <span class="o">=</span> <span class="n">gpd</span><span class="o">.</span><span class="n">read_file</span><span class="p">(</span><span class="n">ext_shp</span><span class="p">,</span> <span class="n">include_fields</span><span class="o">=</span><span class="n">var_list</span><span class="p">,</span> <span class="n">bbox</span><span class="o">=</span><span class="n">get_bbox</span><span class="p">(</span><span class="bp">self</span><span class="p">))</span>
-    
+        <span class="k">if</span> <span class="n">apply_bbox</span><span class="p">:</span>
+            <span class="n">ext_shp</span> <span class="o">=</span> <span class="n">gpd</span><span class="o">.</span><span class="n">read_file</span><span class="p">(</span><span class="n">ext_shp</span><span class="p">,</span> <span class="n">include_fields</span><span class="o">=</span><span class="n">var_list</span><span class="p">,</span> <span class="n">bbox</span><span class="o">=</span><span class="n">get_bbox</span><span class="p">(</span><span class="bp">self</span><span class="p">))</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">ext_shp</span> <span class="o">=</span> <span class="n">gpd</span><span class="o">.</span><span class="n">read_file</span><span class="p">(</span><span class="n">ext_shp</span><span class="p">,</span> <span class="n">include_fields</span><span class="o">=</span><span class="n">var_list</span><span class="p">)</span>
     <span class="k">else</span><span class="p">:</span>
         <span class="n">msg</span> <span class="o">=</span> <span class="s2">&quot;WARNING!!! &quot;</span>
         <span class="n">msg</span> <span class="o">+=</span> <span class="s2">&quot;External shapefile already read. If you pass the path to the shapefile instead of the opened shapefile &quot;</span>
@@ -201,13 +210,12 @@
 <a class="viewcode-back" href="../../../methods.html#nes.methods.spatial_join.get_bbox">[docs]</a>
 <span class="k">def</span> <span class="nf">get_bbox</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Obtain the bounding box of the rank data</span>
-
-<span class="sd">    (lon_min, lat_min, lon_max, lat_max)</span>
+<span class="sd">    Obtain the bounding box of the rank data (lon_min, lat_min, lon_max, lat_max).</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
@@ -226,15 +234,16 @@
 <a class="viewcode-back" href="../../../methods.html#nes.methods.spatial_join.spatial_join_nearest">[docs]</a>
 <span class="k">def</span> <span class="nf">spatial_join_nearest</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ext_shp</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Perform the spatial join using the nearest method</span>
+<span class="sd">    Perform the spatial join using the nearest method.</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    ext_shp : GeoDataFrame</span>
-<span class="sd">        External shapefile</span>
+<span class="sd">        External shapefile.</span>
 <span class="sd">    info : bool</span>
-<span class="sd">        Indicates if you want to print the information</span>
+<span class="sd">        Indicates if you want to print the information.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
     
     <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">master</span> <span class="ow">and</span> <span class="n">info</span><span class="p">:</span>
@@ -269,15 +278,16 @@
 <a class="viewcode-back" href="../../../methods.html#nes.methods.spatial_join.spatial_join_centroid">[docs]</a>
 <span class="k">def</span> <span class="nf">spatial_join_centroid</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ext_shp</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Perform the spatial join using the centroid method</span>
+<span class="sd">    Perform the spatial join using the centroid method.</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    ext_shp : GeoDataFrame</span>
-<span class="sd">        External shapefile</span>
+<span class="sd">        External shapefile.</span>
 <span class="sd">    info : bool</span>
-<span class="sd">        Indicates if you want to print the information</span>
+<span class="sd">        Indicates if you want to print the information.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
     
     <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">master</span> <span class="ow">and</span> <span class="n">info</span><span class="p">:</span>
@@ -313,15 +323,16 @@
 <a class="viewcode-back" href="../../../methods.html#nes.methods.spatial_join.spatial_join_intersection">[docs]</a>
 <span class="k">def</span> <span class="nf">spatial_join_intersection</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ext_shp</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Perform the spatial join using the intersection method</span>
+<span class="sd">    Perform the spatial join using the intersection method.</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    ext_shp : GeoDataFrame</span>
-<span class="sd">        External shapefile</span>
+<span class="sd">        External shapefile.</span>
 <span class="sd">    info : bool</span>
-<span class="sd">        Indicates if you want to print the information</span>
+<span class="sd">        Indicates if you want to print the information.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
     
     <span class="n">var_list</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">ext_shp</span><span class="o">.</span><span class="n">columns</span><span class="p">)</span>
diff --git a/docs/build/html/_modules/nes/methods/vertical_interpolation.html b/docs/build/html/_modules/nes/methods/vertical_interpolation.html
index 440e053..c2defa7 100644
--- a/docs/build/html/_modules/nes/methods/vertical_interpolation.html
+++ b/docs/build/html/_modules/nes/methods/vertical_interpolation.html
@@ -121,7 +121,9 @@
 <span class="sd">        Source Nes object.</span>
 <span class="sd">    new_levels : List</span>
 <span class="sd">        List of new vertical levels.</span>
-<span class="sd">    new_src_vertical</span>
+<span class="sd">    new_src_vertical : nes.Nes, str</span>
+<span class="sd">        Nes object with the vertical information as variable or str with the path to the NetCDF file that contains</span>
+<span class="sd">        the vertical data.</span>
 <span class="sd">    kind : str</span>
 <span class="sd">        Vertical methods type.</span>
 <span class="sd">    extrapolate : None, tuple, str</span>
@@ -129,8 +131,9 @@
 <span class="sd">    info: None, bool</span>
 <span class="sd">        Indicates if you want to print extra information.</span>
 <span class="sd">    overwrite: bool</span>
-<span class="sd">        Indicates if you want to compute the vertical interpolation in the same object or not</span>
+<span class="sd">        Indicates if you want to compute the vertical interpolation in the same object or not.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+    
     <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">lev</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
         <span class="k">raise</span> <span class="ne">RuntimeError</span><span class="p">(</span><span class="s2">&quot;1D data cannot be vertically interpolated.&quot;</span><span class="p">)</span>
     <span class="k">if</span> <span class="ow">not</span> <span class="n">overwrite</span><span class="p">:</span>
@@ -218,8 +221,12 @@
                             <span class="k">else</span><span class="p">:</span>
                                 <span class="n">kind</span> <span class="o">=</span> <span class="n">kind</span>  <span class="c1"># &#39;cubic&#39;</span>
                             <span class="k">if</span> <span class="n">extrapolate</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
-                                <span class="n">fill_value</span> <span class="o">=</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">][</span><span class="n">t</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="n">j</span><span class="p">,</span> <span class="n">i</span><span class="p">]),</span>
-                                              <span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">][</span><span class="n">t</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="n">j</span><span class="p">,</span> <span class="n">i</span><span class="p">]))</span>
+                                <span class="k">if</span> <span class="n">ascendant</span><span class="p">:</span>
+                                    <span class="n">fill_value</span> <span class="o">=</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">][</span><span class="n">t</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="n">j</span><span class="p">,</span> <span class="n">i</span><span class="p">]),</span>
+                                                  <span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">][</span><span class="n">t</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="n">j</span><span class="p">,</span> <span class="n">i</span><span class="p">]))</span>
+                                <span class="k">else</span><span class="p">:</span>
+                                    <span class="n">fill_value</span> <span class="o">=</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">][</span><span class="n">t</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="n">j</span><span class="p">,</span> <span class="n">i</span><span class="p">]),</span>
+                                                  <span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">][</span><span class="n">t</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="n">j</span><span class="p">,</span> <span class="n">i</span><span class="p">]))</span>
                             <span class="k">else</span><span class="p">:</span>
                                 <span class="n">fill_value</span> <span class="o">=</span> <span class="n">extrapolate</span>
 
@@ -232,7 +239,7 @@
                                 <span class="c1"># 4D vertical component</span>
                                 <span class="n">src_levels_aux</span> <span class="o">=</span> <span class="n">src_levels</span><span class="p">[</span><span class="n">t</span><span class="p">,</span> <span class="p">:,</span> <span class="n">j</span><span class="p">,</span> <span class="n">i</span><span class="p">]</span>
 
-                            <span class="k">if</span> <span class="n">kind</span> <span class="o">==</span> <span class="s1">&#39;linear&#39;</span><span class="p">:</span>
+                            <span class="k">if</span> <span class="n">kind</span> <span class="o">==</span> <span class="s1">&#39;linear&#39;</span> <span class="ow">and</span> <span class="n">ascendant</span><span class="p">:</span>
                                 <span class="n">dst_data</span><span class="p">[</span><span class="n">t</span><span class="p">,</span> <span class="p">:,</span> <span class="n">j</span><span class="p">,</span> <span class="n">i</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span>
                                     <span class="n">np</span><span class="o">.</span><span class="n">interp</span><span class="p">(</span><span class="n">new_levels</span><span class="p">,</span>
                                               <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">src_levels_aux</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">),</span>
@@ -275,7 +282,7 @@
 
     <span class="bp">self</span><span class="o">.</span><span class="n">free_vars</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">vertical_var_name</span><span class="p">)</span>
     <span class="bp">self</span><span class="o">.</span><span class="n">vertical_var_name</span> <span class="o">=</span> <span class="kc">None</span>
-    
+
     <span class="c1"># Remove original file information</span>
     <span class="bp">self</span><span class="o">.</span><span class="n">__ini_path</span> <span class="o">=</span> <span class="kc">None</span>
     <span class="bp">self</span><span class="o">.</span><span class="n">dataset</span> <span class="o">=</span> <span class="kc">None</span>
diff --git a/docs/build/html/_modules/nes/nc_projections/default_nes.html b/docs/build/html/_modules/nes/nc_projections/default_nes.html
index 1af4b6f..e09210d 100644
--- a/docs/build/html/_modules/nes/nc_projections/default_nes.html
+++ b/docs/build/html/_modules/nes/nc_projections/default_nes.html
@@ -109,6 +109,7 @@
 <span class="sd">    Attributes</span>
 <span class="sd">    ----------</span>
 <span class="sd">    comm : MPI.Communicator.</span>
+<span class="sd">        MPI communicator.</span>
 <span class="sd">    rank : int</span>
 <span class="sd">        MPI rank.</span>
 <span class="sd">    master : bool</span>
@@ -319,8 +320,8 @@
             <span class="bp">self</span><span class="o">.</span><span class="n">_time</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">__get_time</span><span class="p">()</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">_time_bnds</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">__get_time_bnds</span><span class="p">()</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">_lev</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_coordinate_dimension</span><span class="p">([</span><span class="s1">&#39;lev&#39;</span><span class="p">,</span> <span class="s1">&#39;level&#39;</span><span class="p">,</span> <span class="s1">&#39;lm&#39;</span><span class="p">,</span> <span class="s1">&#39;plev&#39;</span><span class="p">])</span>
-            <span class="bp">self</span><span class="o">.</span><span class="n">_lat</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_coordinate_dimension</span><span class="p">([</span><span class="s1">&#39;lat&#39;</span><span class="p">,</span> <span class="s1">&#39;latitude&#39;</span><span class="p">])</span>
-            <span class="bp">self</span><span class="o">.</span><span class="n">_lon</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_coordinate_dimension</span><span class="p">([</span><span class="s1">&#39;lon&#39;</span><span class="p">,</span> <span class="s1">&#39;longitude&#39;</span><span class="p">])</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_lat</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_coordinate_dimension</span><span class="p">([</span><span class="s1">&#39;lat&#39;</span><span class="p">,</span> <span class="s1">&#39;latitude&#39;</span><span class="p">,</span> <span class="s1">&#39;latitudes&#39;</span><span class="p">])</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_lon</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_coordinate_dimension</span><span class="p">([</span><span class="s1">&#39;lon&#39;</span><span class="p">,</span> <span class="s1">&#39;longitude&#39;</span><span class="p">,</span> <span class="s1">&#39;longitudes&#39;</span><span class="p">])</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">_lat_bnds</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_lon_bnds</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">__get_coordinates_bnds</span><span class="p">()</span>
 
             <span class="c1"># Complete cell measures</span>
@@ -1214,8 +1215,7 @@
 <span class="sd">            Statistic to perform. Accepted values: &quot;max&quot;, &quot;mean&quot; and &quot;min&quot;.</span>
 <span class="sd">        type_op : str</span>
 <span class="sd">            Type of statistic to perform. Accepted values: &quot;calendar&quot;, &quot;alltsteps&quot;, and &quot;withoutt0&quot;.</span>
-<span class="sd">            - &quot;calendar&quot;: Calculate the statistic using the time metadata.</span>
-<span class="sd">                It will avoid single time step by day calculations</span>
+<span class="sd">            - &quot;calendar&quot;: Calculate the statistic using the time metadata. It will avoid single time step by day calculations</span>
 <span class="sd">            - &quot;alltsteps&quot;: Calculate a single time statistic with all the time steps.</span>
 <span class="sd">            - &quot;withoutt0&quot;: Calculate a single time statistic with all the time steps avoiding the first one.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
@@ -2636,8 +2636,6 @@
 
         <span class="c1"># Create lev, lon and lat dimensions</span>
         <span class="n">netcdf</span><span class="o">.</span><span class="n">createDimension</span><span class="p">(</span><span class="s1">&#39;lev&#39;</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">lev</span><span class="p">[</span><span class="s1">&#39;data&#39;</span><span class="p">]))</span>
-        <span class="n">netcdf</span><span class="o">.</span><span class="n">createDimension</span><span class="p">(</span><span class="s1">&#39;lon&#39;</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_lon</span><span class="p">[</span><span class="s1">&#39;data&#39;</span><span class="p">]))</span>
-        <span class="n">netcdf</span><span class="o">.</span><span class="n">createDimension</span><span class="p">(</span><span class="s1">&#39;lat&#39;</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_lat</span><span class="p">[</span><span class="s1">&#39;data&#39;</span><span class="p">]))</span>
 
         <span class="c1"># Create string length dimension</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">strlen</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
@@ -3848,7 +3846,9 @@
 <span class="sd">            Source Nes object.</span>
 <span class="sd">        new_levels : List</span>
 <span class="sd">            New vertical levels.</span>
-<span class="sd">        new_src_vertical</span>
+<span class="sd">        new_src_vertical : nes.Nes, str</span>
+<span class="sd">            Nes object with the vertical information as variable or str with the path to the NetCDF file that contains</span>
+<span class="sd">            the vertical data.</span>
 <span class="sd">        kind : str</span>
 <span class="sd">            Vertical methods type.</span>
 <span class="sd">        extrapolate : None, tuple, str</span>
@@ -3856,7 +3856,7 @@
 <span class="sd">        info: None, bool</span>
 <span class="sd">            Indicates if you want to print extra information.</span>
 <span class="sd">        overwrite: bool</span>
-<span class="sd">            Indicates if you want to compute the vertical interpolation in the same object or not</span>
+<span class="sd">            Indicates if you want to compute the vertical interpolation in the same object or not.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
 
         <span class="k">return</span> <span class="n">vertical_interpolation</span><span class="o">.</span><span class="n">interpolate_vertical</span><span class="p">(</span>
@@ -3888,9 +3888,9 @@
 <span class="sd">        only_create_wm : bool</span>
 <span class="sd">            Indicates if you want to only create the Weight Matrix.</span>
 <span class="sd">        wm : Nes</span>
-<span class="sd">            Weight matrix Nes File</span>
+<span class="sd">            Weight matrix Nes File.</span>
 <span class="sd">        flux : bool</span>
-<span class="sd">            Indicates if you want to calculate the weight matrix for flux variables</span>
+<span class="sd">            Indicates if you want to calculate the weight matrix for flux variables.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         
         <span class="k">return</span> <span class="n">horizontal_interpolation</span><span class="o">.</span><span class="n">interpolate_horizontal</span><span class="p">(</span>
@@ -3900,7 +3900,7 @@
 
 <div class="viewcode-block" id="Nes.spatial_join">
 <a class="viewcode-back" href="../../../projections.html#nes.nc_projections.default_nes.Nes.spatial_join">[docs]</a>
-    <span class="k">def</span> <span class="nf">spatial_join</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ext_shp</span><span class="p">,</span> <span class="n">method</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">var_list</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+    <span class="k">def</span> <span class="nf">spatial_join</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ext_shp</span><span class="p">,</span> <span class="n">method</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">var_list</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">apply_bbox</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Compute overlay intersection of two GeoPandasDataFrames.</span>
 
@@ -3913,10 +3913,13 @@
 <span class="sd">        var_list : List or None</span>
 <span class="sd">            Variables that will be included in the resulting shapefile.</span>
 <span class="sd">        info : bool</span>
-<span class="sd">            Indicates if you want to print the process info or no</span>
+<span class="sd">            Indicates if you want to print the process info.</span>
+<span class="sd">        apply_bbox : bool</span>
+<span class="sd">            Indicates if you want to reduce the shapefile to a bbox.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
 
-        <span class="k">return</span> <span class="n">spatial_join</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ext_shp</span><span class="o">=</span><span class="n">ext_shp</span><span class="p">,</span> <span class="n">method</span><span class="o">=</span><span class="n">method</span><span class="p">,</span> <span class="n">var_list</span><span class="o">=</span><span class="n">var_list</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="n">info</span><span class="p">)</span></div>
+        <span class="k">return</span> <span class="n">spatial_join</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ext_shp</span><span class="o">=</span><span class="n">ext_shp</span><span class="p">,</span> <span class="n">method</span><span class="o">=</span><span class="n">method</span><span class="p">,</span> <span class="n">var_list</span><span class="o">=</span><span class="n">var_list</span><span class="p">,</span> <span class="n">info</span><span class="o">=</span><span class="n">info</span><span class="p">,</span>
+                            <span class="n">apply_bbox</span><span class="o">=</span><span class="n">apply_bbox</span><span class="p">)</span></div>
 
 
 <div class="viewcode-block" id="Nes.calculate_grid_area">
@@ -3930,7 +3933,7 @@
 <span class="sd">        self : nes.Nes</span>
 <span class="sd">            Source projection Nes Object.</span>
 <span class="sd">        overwrite : bool</span>
-<span class="sd">            Indicates if we want to overwrite the grid area</span>
+<span class="sd">            Indicates if we want to overwrite the grid area.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
 
         <span class="k">if</span> <span class="p">(</span><span class="s1">&#39;cell_area&#39;</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">cell_measures</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span> <span class="ow">or</span> <span class="p">(</span><span class="n">overwrite</span><span class="p">):</span>
@@ -3988,13 +3991,14 @@
 <a class="viewcode-back" href="../../../projections.html#nes.nc_projections.default_nes.Nes.get_fids">[docs]</a>
     <span class="k">def</span> <span class="nf">get_fids</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">        Obtain the FIDs in a 2D format</span>
+<span class="sd">        Obtain the FIDs in a 2D format.</span>
 
 <span class="sd">        Returns</span>
 <span class="sd">        -------</span>
 <span class="sd">        np.array</span>
-<span class="sd">            2D array with the FID data</span>
+<span class="sd">            2D array with the FID data.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
+
         <span class="n">fids</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_lat</span><span class="p">[</span><span class="s1">&#39;data&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">_lon</span><span class="p">[</span><span class="s1">&#39;data&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span>
         <span class="n">fids</span> <span class="o">=</span> <span class="n">fids</span><span class="o">.</span><span class="n">reshape</span><span class="p">((</span><span class="bp">self</span><span class="o">.</span><span class="n">_lat</span><span class="p">[</span><span class="s1">&#39;data&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="bp">self</span><span class="o">.</span><span class="n">_lon</span><span class="p">[</span><span class="s1">&#39;data&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span>
         <span class="n">fids</span> <span class="o">=</span> <span class="n">fids</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">write_axis_limits</span><span class="p">[</span><span class="s1">&#39;y_min&#39;</span><span class="p">]:</span><span class="bp">self</span><span class="o">.</span><span class="n">write_axis_limits</span><span class="p">[</span><span class="s1">&#39;y_max&#39;</span><span class="p">],</span>
diff --git a/docs/build/html/_modules/nes/nc_projections/latlon_nes.html b/docs/build/html/_modules/nes/nc_projections/latlon_nes.html
index 3fc4c79..44400ac 100644
--- a/docs/build/html/_modules/nes/nc_projections/latlon_nes.html
+++ b/docs/build/html/_modules/nes/nc_projections/latlon_nes.html
@@ -294,6 +294,9 @@
 
         <span class="nb">super</span><span class="p">(</span><span class="n">LatLonNes</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="n">_create_dimensions</span><span class="p">(</span><span class="n">netcdf</span><span class="p">)</span>
 
+        <span class="n">netcdf</span><span class="o">.</span><span class="n">createDimension</span><span class="p">(</span><span class="s1">&#39;lon&#39;</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_lon</span><span class="p">[</span><span class="s1">&#39;data&#39;</span><span class="p">]))</span>
+        <span class="n">netcdf</span><span class="o">.</span><span class="n">createDimension</span><span class="p">(</span><span class="s1">&#39;lat&#39;</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_lat</span><span class="p">[</span><span class="s1">&#39;data&#39;</span><span class="p">]))</span>
+
         <span class="c1"># Create spatial_nv (number of vertices) dimension</span>
         <span class="k">if</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_lat_bnds</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">)</span> <span class="ow">and</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_lon_bnds</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">):</span>
             <span class="n">netcdf</span><span class="o">.</span><span class="n">createDimension</span><span class="p">(</span><span class="s1">&#39;spatial_nv&#39;</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
diff --git a/docs/build/html/_modules/nes/nes_formats/cams_ra_format.html b/docs/build/html/_modules/nes/nes_formats/cams_ra_format.html
index 825f9fc..5b729d6 100644
--- a/docs/build/html/_modules/nes/nes_formats/cams_ra_format.html
+++ b/docs/build/html/_modules/nes/nes_formats/cams_ra_format.html
@@ -100,7 +100,7 @@
 <span class="sd">    self : nes.Nes</span>
 <span class="sd">        Source projection Nes Object.</span>
 <span class="sd">    path : str</span>
-<span class="sd">            Path to the output netCDF file.</span>
+<span class="sd">        Path to the output netCDF file.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
     
     <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">nes</span><span class="o">.</span><span class="n">LatLonNes</span><span class="p">):</span>
diff --git a/docs/build/html/_modules/nes/nes_formats/cmaq_format.html b/docs/build/html/_modules/nes/nes_formats/cmaq_format.html
index 3d152c3..e249641 100644
--- a/docs/build/html/_modules/nes/nes_formats/cmaq_format.html
+++ b/docs/build/html/_modules/nes/nes_formats/cmaq_format.html
@@ -108,8 +108,9 @@
 <span class="sd">    chunking: bool</span>
 <span class="sd">        Indicates if you want to chunk the output netCDF.</span>
 <span class="sd">    keep_open : bool</span>
-<span class="sd">        Indicates if you want to keep open the NetCDH to fill the data by time-step</span>
+<span class="sd">        Indicates if you want to keep open the NetCDH to fill the data by time-step.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="bp">self</span><span class="o">.</span><span class="n">to_dtype</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">float32</span><span class="p">)</span>
 
     <span class="n">set_global_attributes</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
@@ -157,7 +158,9 @@
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="k">for</span> <span class="n">var_name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
 
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;units&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="s1">&#39;mol.s-1&#39;</span><span class="p">:</span>
@@ -172,6 +175,7 @@
         <span class="k">else</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">&quot;The unit &#39;</span><span class="si">{0}</span><span class="s2">&#39; of specie </span><span class="si">{1}</span><span class="s2"> is not defined correctly. &quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
                 <span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;units&#39;</span><span class="p">],</span> <span class="n">var_name</span><span class="p">)</span> <span class="o">+</span> <span class="s2">&quot;Should be &#39;mol.s-1&#39; or &#39;g.s-1&#39;&quot;</span><span class="p">)</span>
+    
     <span class="k">return</span> <span class="kc">None</span></div>
 
 
@@ -185,12 +189,14 @@
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
 <span class="sd">    dict</span>
-<span class="sd">        Variable in the MONARCH units</span>
+<span class="sd">        Variable in the MONARCH units.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="bp">self</span><span class="o">.</span><span class="n">calculate_grid_area</span><span class="p">(</span><span class="n">overwrite</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
     <span class="k">for</span> <span class="n">var_name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
         <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">],</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">):</span>
@@ -216,17 +222,19 @@
 <a class="viewcode-back" href="../../../formats.html#nes.nes_formats.cmaq_format.create_tflag">[docs]</a>
 <span class="k">def</span> <span class="nf">create_tflag</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Create the content of the CMAQ variable TFLAG</span>
+<span class="sd">    Create the content of the CMAQ variable TFLAG.</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
 <span class="sd">    numpy.ndarray</span>
-<span class="sd">        Array with the content of TFLAG</span>
+<span class="sd">        Array with the content of TFLAG.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="n">t_flag</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">empty</span><span class="p">((</span><span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">time</span><span class="p">),</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">),</span> <span class="mi">2</span><span class="p">))</span>
 
     <span class="k">for</span> <span class="n">i_d</span><span class="p">,</span> <span class="n">aux_date</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">time</span><span class="p">):</span>
@@ -249,12 +257,14 @@
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
 <span class="sd">    str</span>
 <span class="sd">        List of variable names transformed on string.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="n">str_var_list</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
     <span class="k">for</span> <span class="n">var</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
         <span class="n">str_var_list</span> <span class="o">+=</span> <span class="s2">&quot;</span><span class="si">{:&lt;16}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">var</span><span class="p">)</span>
@@ -267,12 +277,14 @@
 <a class="viewcode-back" href="../../../formats.html#nes.nes_formats.cmaq_format.set_global_attributes">[docs]</a>
 <span class="k">def</span> <span class="nf">set_global_attributes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Set the NetCDF global attributes</span>
+<span class="sd">    Set the NetCDF global attributes.</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="n">now</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">()</span>
     <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">time</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
         <span class="n">tstep</span> <span class="o">=</span> <span class="p">((</span><span class="bp">self</span><span class="o">.</span><span class="n">time</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">time</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">.</span><span class="n">seconds</span> <span class="o">//</span> <span class="mi">3600</span><span class="p">)</span> <span class="o">*</span> <span class="mi">10000</span>
@@ -369,9 +381,11 @@
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    netcdf : Dataset</span>
 <span class="sd">        netcdf4-python open dataset.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="n">netcdf</span><span class="o">.</span><span class="n">createDimension</span><span class="p">(</span><span class="s1">&#39;TSTEP&#39;</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_time</span><span class="p">))</span>
     <span class="n">netcdf</span><span class="o">.</span><span class="n">createDimension</span><span class="p">(</span><span class="s1">&#39;DATE-TIME&#39;</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
     <span class="n">netcdf</span><span class="o">.</span><span class="n">createDimension</span><span class="p">(</span><span class="s1">&#39;LAY&#39;</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_lev</span><span class="p">[</span><span class="s1">&#39;data&#39;</span><span class="p">]))</span>
@@ -393,6 +407,7 @@
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    netcdf : Dataset</span>
 <span class="sd">        NetCDF object.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
@@ -415,9 +430,11 @@
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    netcdf : Dataset</span>
 <span class="sd">        netcdf4-python open dataset.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="k">for</span> <span class="n">var_name</span><span class="p">,</span> <span class="n">var_info</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
         <span class="n">var</span> <span class="o">=</span> <span class="n">netcdf</span><span class="o">.</span><span class="n">createVariable</span><span class="p">(</span><span class="n">var_name</span><span class="p">,</span> <span class="s1">&#39;f&#39;</span><span class="p">,</span> <span class="p">(</span><span class="s1">&#39;TSTEP&#39;</span><span class="p">,</span> <span class="s1">&#39;LAY&#39;</span><span class="p">,</span> <span class="s1">&#39;ROW&#39;</span><span class="p">,</span> <span class="s1">&#39;COL&#39;</span><span class="p">,),</span>
                                     <span class="n">zlib</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">zip_lvl</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">,</span> <span class="n">complevel</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">zip_lvl</span><span class="p">)</span>
diff --git a/docs/build/html/_modules/nes/nes_formats/monarch_format.html b/docs/build/html/_modules/nes/nes_formats/monarch_format.html
index 0a8be66..2279df2 100644
--- a/docs/build/html/_modules/nes/nes_formats/monarch_format.html
+++ b/docs/build/html/_modules/nes/nes_formats/monarch_format.html
@@ -101,7 +101,7 @@
 <span class="sd">    chunking: bool</span>
 <span class="sd">        Indicates if you want to chunk the output netCDF.</span>
 <span class="sd">    keep_open : bool</span>
-<span class="sd">        Indicates if you want to keep open the NetCDH to fill the data by time-step</span>
+<span class="sd">        Indicates if you want to keep open the NetCDH to fill the data by time-step.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
     <span class="bp">self</span><span class="o">.</span><span class="n">to_dtype</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">float32</span><span class="p">)</span>
@@ -166,17 +166,19 @@
 <a class="viewcode-back" href="../../../formats.html#nes.nes_formats.monarch_format.to_monarch_units">[docs]</a>
 <span class="k">def</span> <span class="nf">to_monarch_units</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Change the data values according to the MONARCH conventions</span>
+<span class="sd">    Change the data values according to the MONARCH conventions.</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
 <span class="sd">    dict</span>
-<span class="sd">        Variable in the MONARCH units</span>
+<span class="sd">        Variable in the MONARCH units.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="k">for</span> <span class="n">var_name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
         <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">],</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">):</span>
             <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;units&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="s1">&#39;mol.s-1.m-2&#39;</span><span class="p">:</span>
diff --git a/docs/build/html/_modules/nes/nes_formats/wrf_chem_format.html b/docs/build/html/_modules/nes/nes_formats/wrf_chem_format.html
index eb4945f..4398dc7 100644
--- a/docs/build/html/_modules/nes/nes_formats/wrf_chem_format.html
+++ b/docs/build/html/_modules/nes/nes_formats/wrf_chem_format.html
@@ -116,8 +116,9 @@
 <span class="sd">    chunking: bool</span>
 <span class="sd">        Indicates if you want to chunk the output netCDF.</span>
 <span class="sd">    keep_open : bool</span>
-<span class="sd">        Indicates if you want to keep open the NetCDH to fill the data by time-step</span>
+<span class="sd">        Indicates if you want to keep open the NetCDH to fill the data by time-step.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="bp">self</span><span class="o">.</span><span class="n">to_dtype</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">float32</span><span class="p">)</span>
 
     <span class="n">set_global_attributes</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
@@ -165,7 +166,9 @@
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="k">for</span> <span class="n">var_name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;units&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="s1">&#39;mol.h-1.km-2&#39;</span><span class="p">:</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;FieldType&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">int32</span><span class="p">(</span><span class="mi">104</span><span class="p">)</span>
@@ -198,17 +201,19 @@
 <a class="viewcode-back" href="../../../formats.html#nes.nes_formats.wrf_chem_format.to_wrf_chem_units">[docs]</a>
 <span class="k">def</span> <span class="nf">to_wrf_chem_units</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Change the data values according to the WRF-CHEM conventions</span>
+<span class="sd">    Change the data values according to the WRF-CHEM conventions.</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
 <span class="sd">    dict</span>
-<span class="sd">        Variable in the MONARCH units</span>
+<span class="sd">        Variable in the MONARCH units.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="bp">self</span><span class="o">.</span><span class="n">calculate_grid_area</span><span class="p">(</span><span class="n">overwrite</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
     <span class="k">for</span> <span class="n">var_name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
         <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="p">[</span><span class="n">var_name</span><span class="p">][</span><span class="s1">&#39;data&#39;</span><span class="p">],</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">):</span>
@@ -236,17 +241,19 @@
 <a class="viewcode-back" href="../../../formats.html#nes.nes_formats.wrf_chem_format.create_times_var">[docs]</a>
 <span class="k">def</span> <span class="nf">create_times_var</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Create the content of the WRF-CHEM variable times</span>
+<span class="sd">    Create the content of the WRF-CHEM variable times.</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
 <span class="sd">    numpy.ndarray</span>
-<span class="sd">        Array with the content of TFLAG</span>
+<span class="sd">        Array with the content of TFLAG.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="n">aux_times</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">chararray</span><span class="p">((</span><span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">time</span><span class="p">),</span> <span class="mi">19</span><span class="p">),</span> <span class="n">itemsize</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
 
     <span class="k">for</span> <span class="n">i_d</span><span class="p">,</span> <span class="n">aux_date</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">time</span><span class="p">):</span>
@@ -265,7 +272,9 @@
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="n">now</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">()</span>
     <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">time</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
         <span class="n">tstep</span> <span class="o">=</span> <span class="p">((</span><span class="bp">self</span><span class="o">.</span><span class="n">time</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">time</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">.</span><span class="n">seconds</span> <span class="o">//</span> <span class="mi">3600</span><span class="p">)</span> <span class="o">*</span> <span class="mi">10000</span>
@@ -412,9 +421,11 @@
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    netcdf : Dataset</span>
 <span class="sd">        netcdf4-python open dataset.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="n">netcdf</span><span class="o">.</span><span class="n">createDimension</span><span class="p">(</span><span class="s1">&#39;Time&#39;</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_time</span><span class="p">))</span>
     <span class="n">netcdf</span><span class="o">.</span><span class="n">createDimension</span><span class="p">(</span><span class="s1">&#39;DateStrLen&#39;</span><span class="p">,</span> <span class="mi">19</span><span class="p">)</span>
     <span class="n">netcdf</span><span class="o">.</span><span class="n">createDimension</span><span class="p">(</span><span class="s1">&#39;emissions_zdim&#39;</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_lev</span><span class="p">[</span><span class="s1">&#39;data&#39;</span><span class="p">]))</span>
@@ -435,6 +446,7 @@
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    netcdf : Dataset</span>
 <span class="sd">        NetCDF object.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
@@ -455,9 +467,11 @@
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    self : nes.Nes</span>
+<span class="sd">        Nes Object.</span>
 <span class="sd">    netcdf : Dataset</span>
 <span class="sd">        netcdf4-python open dataset.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="k">for</span> <span class="n">var_name</span><span class="p">,</span> <span class="n">var_info</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">variables</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
         <span class="n">var</span> <span class="o">=</span> <span class="n">netcdf</span><span class="o">.</span><span class="n">createVariable</span><span class="p">(</span><span class="n">var_name</span><span class="p">,</span> <span class="s1">&#39;f&#39;</span><span class="p">,</span> <span class="p">(</span><span class="s1">&#39;Time&#39;</span><span class="p">,</span> <span class="s1">&#39;emissions_zdim&#39;</span><span class="p">,</span> <span class="s1">&#39;south_north&#39;</span><span class="p">,</span> <span class="s1">&#39;west_east&#39;</span><span class="p">,),</span>
                                     <span class="n">zlib</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">zip_lvl</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">,</span> <span class="n">complevel</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">zip_lvl</span><span class="p">)</span>
diff --git a/docs/build/html/changelog.html b/docs/build/html/changelog.html
index 5843695..c126d01 100644
--- a/docs/build/html/changelog.html
+++ b/docs/build/html/changelog.html
@@ -101,6 +101,10 @@
 </ul>
 </li>
 <li><p>Documentation</p></li>
+<li><p>Removed negative values on the horizontal interpolation due to unmapped NaNs values.</p></li>
+<li><p>Improved load_nes.py removing redundant code</p></li>
+<li><p>Fix vertical interpolation for descendant level values (Pressure) ([#71](<a class="reference external" href="https://earth.bsc.es/gitlab/es/NES/-/issues/71">https://earth.bsc.es/gitlab/es/NES/-/issues/71</a>))</p></li>
+<li><p>Removed lat-lon dimension on the NetCDF projections that not need them</p></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/build/html/formats.html b/docs/build/html/formats.html
index 5eefd79..094db7a 100644
--- a/docs/build/html/formats.html
+++ b/docs/build/html/formats.html
@@ -195,7 +195,10 @@
 <dd><p>Modify the emission list to be consistent to use the output as input for CMAQ model.</p>
 <section id="id4">
 <h3>Parameters<a class="headerlink" href="#id4" title="Link to this heading"></a></h3>
-<p>self : nes.Nes</p>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+</dl>
 </section>
 </dd></dl>
 
@@ -205,11 +208,12 @@
 <dd><p>Create the ‘y’ and ‘x’ variables.</p>
 <section id="id5">
 <h3>Parameters<a class="headerlink" href="#id5" title="Link to this heading"></a></h3>
-<p>self : nes.Nes
-netcdf : Dataset</p>
-<blockquote>
-<div><p>NetCDF object.</p>
-</div></blockquote>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+<dt>netcdf<span class="classifier">Dataset</span></dt><dd><p>NetCDF object.</p>
+</dd>
+</dl>
 </section>
 </dd></dl>
 
@@ -219,26 +223,30 @@ netcdf : Dataset</p>
 <dd><p>Create ‘time’, ‘time_bnds’, ‘lev’, ‘lon’ and ‘lat’ dimensions.</p>
 <section id="id6">
 <h3>Parameters<a class="headerlink" href="#id6" title="Link to this heading"></a></h3>
-<p>self : nes.Nes
-netcdf : Dataset</p>
-<blockquote>
-<div><p>netcdf4-python open dataset.</p>
-</div></blockquote>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+<dt>netcdf<span class="classifier">Dataset</span></dt><dd><p>netcdf4-python open dataset.</p>
+</dd>
+</dl>
 </section>
 </dd></dl>
 
 <dl class="py function">
 <dt class="sig sig-object py" id="nes.nes_formats.cmaq_format.create_tflag">
 <span class="sig-prename descclassname"><span class="pre">nes.nes_formats.cmaq_format.</span></span><span class="sig-name descname"><span class="pre">create_tflag</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/nes_formats/cmaq_format.html#create_tflag"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.nes_formats.cmaq_format.create_tflag" title="Link to this definition"></a></dt>
-<dd><p>Create the content of the CMAQ variable TFLAG</p>
+<dd><p>Create the content of the CMAQ variable TFLAG.</p>
 <section id="id7">
 <h3>Parameters<a class="headerlink" href="#id7" title="Link to this heading"></a></h3>
-<p>self : nes.Nes</p>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+</dl>
 </section>
 <section id="returns">
 <h3>Returns<a class="headerlink" href="#returns" title="Link to this heading"></a></h3>
 <dl class="simple">
-<dt>numpy.ndarray</dt><dd><p>Array with the content of TFLAG</p>
+<dt>numpy.ndarray</dt><dd><p>Array with the content of TFLAG.</p>
 </dd>
 </dl>
 </section>
@@ -250,21 +258,25 @@ netcdf : Dataset</p>
 <dd><p>Create the netCDF file variables.</p>
 <section id="id8">
 <h3>Parameters<a class="headerlink" href="#id8" title="Link to this heading"></a></h3>
-<p>self : nes.Nes
-netcdf : Dataset</p>
-<blockquote>
-<div><p>netcdf4-python open dataset.</p>
-</div></blockquote>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+<dt>netcdf<span class="classifier">Dataset</span></dt><dd><p>netcdf4-python open dataset.</p>
+</dd>
+</dl>
 </section>
 </dd></dl>
 
 <dl class="py function">
 <dt class="sig sig-object py" id="nes.nes_formats.cmaq_format.set_global_attributes">
 <span class="sig-prename descclassname"><span class="pre">nes.nes_formats.cmaq_format.</span></span><span class="sig-name descname"><span class="pre">set_global_attributes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/nes_formats/cmaq_format.html#set_global_attributes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.nes_formats.cmaq_format.set_global_attributes" title="Link to this definition"></a></dt>
-<dd><p>Set the NetCDF global attributes</p>
+<dd><p>Set the NetCDF global attributes.</p>
 <section id="id9">
 <h3>Parameters<a class="headerlink" href="#id9" title="Link to this heading"></a></h3>
-<p>self : nes.Nes</p>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+</dl>
 </section>
 </dd></dl>
 
@@ -274,7 +286,10 @@ netcdf : Dataset</p>
 <dd><p>Transform the list of variable names to a string with the elements with 16 white spaces.</p>
 <section id="id10">
 <h3>Parameters<a class="headerlink" href="#id10" title="Link to this heading"></a></h3>
-<p>self : nes.Nes</p>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+</dl>
 </section>
 <section id="id11">
 <h3>Returns<a class="headerlink" href="#id11" title="Link to this heading"></a></h3>
@@ -291,12 +306,15 @@ netcdf : Dataset</p>
 <dd><p>Change the data values according to the CMAQ conventions</p>
 <section id="id12">
 <h3>Parameters<a class="headerlink" href="#id12" title="Link to this heading"></a></h3>
-<p>self : nes.Nes</p>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+</dl>
 </section>
 <section id="id13">
 <h3>Returns<a class="headerlink" href="#id13" title="Link to this heading"></a></h3>
 <dl class="simple">
-<dt>dict</dt><dd><p>Variable in the MONARCH units</p>
+<dt>dict</dt><dd><p>Variable in the MONARCH units.</p>
 </dd>
 </dl>
 </section>
@@ -315,7 +333,7 @@ netcdf : Dataset</p>
 </dd>
 <dt>chunking: bool</dt><dd><p>Indicates if you want to chunk the output netCDF.</p>
 </dd>
-<dt>keep_open<span class="classifier">bool</span></dt><dd><p>Indicates if you want to keep open the NetCDH to fill the data by time-step</p>
+<dt>keep_open<span class="classifier">bool</span></dt><dd><p>Indicates if you want to keep open the NetCDH to fill the data by time-step.</p>
 </dd>
 </dl>
 </section>
@@ -327,15 +345,18 @@ netcdf : Dataset</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="nes.nes_formats.monarch_format.to_monarch_units">
 <span class="sig-prename descclassname"><span class="pre">nes.nes_formats.monarch_format.</span></span><span class="sig-name descname"><span class="pre">to_monarch_units</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/nes_formats/monarch_format.html#to_monarch_units"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.nes_formats.monarch_format.to_monarch_units" title="Link to this definition"></a></dt>
-<dd><p>Change the data values according to the MONARCH conventions</p>
+<dd><p>Change the data values according to the MONARCH conventions.</p>
 <section id="id15">
 <h3>Parameters<a class="headerlink" href="#id15" title="Link to this heading"></a></h3>
-<p>self : nes.Nes</p>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+</dl>
 </section>
 <section id="id16">
 <h3>Returns<a class="headerlink" href="#id16" title="Link to this heading"></a></h3>
 <dl class="simple">
-<dt>dict</dt><dd><p>Variable in the MONARCH units</p>
+<dt>dict</dt><dd><p>Variable in the MONARCH units.</p>
 </dd>
 </dl>
 </section>
@@ -354,7 +375,7 @@ netcdf : Dataset</p>
 </dd>
 <dt>chunking: bool</dt><dd><p>Indicates if you want to chunk the output netCDF.</p>
 </dd>
-<dt>keep_open<span class="classifier">bool</span></dt><dd><p>Indicates if you want to keep open the NetCDH to fill the data by time-step</p>
+<dt>keep_open<span class="classifier">bool</span></dt><dd><p>Indicates if you want to keep open the NetCDH to fill the data by time-step.</p>
 </dd>
 </dl>
 </section>
@@ -369,7 +390,10 @@ netcdf : Dataset</p>
 <dd><p>Modify the emission list to be consistent to use the output as input for WRF-CHEM model.</p>
 <section id="id18">
 <h3>Parameters<a class="headerlink" href="#id18" title="Link to this heading"></a></h3>
-<p>self : nes.Nes</p>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+</dl>
 </section>
 </dd></dl>
 
@@ -379,11 +403,12 @@ netcdf : Dataset</p>
 <dd><p>Create the ‘y’ and ‘x’ variables.</p>
 <section id="id19">
 <h3>Parameters<a class="headerlink" href="#id19" title="Link to this heading"></a></h3>
-<p>self : nes.Nes
-netcdf : Dataset</p>
-<blockquote>
-<div><p>NetCDF object.</p>
-</div></blockquote>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+<dt>netcdf<span class="classifier">Dataset</span></dt><dd><p>NetCDF object.</p>
+</dd>
+</dl>
 </section>
 </dd></dl>
 
@@ -393,26 +418,30 @@ netcdf : Dataset</p>
 <dd><p>Create ‘time’, ‘time_bnds’, ‘lev’, ‘lon’ and ‘lat’ dimensions.</p>
 <section id="id20">
 <h3>Parameters<a class="headerlink" href="#id20" title="Link to this heading"></a></h3>
-<p>self : nes.Nes
-netcdf : Dataset</p>
-<blockquote>
-<div><p>netcdf4-python open dataset.</p>
-</div></blockquote>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+<dt>netcdf<span class="classifier">Dataset</span></dt><dd><p>netcdf4-python open dataset.</p>
+</dd>
+</dl>
 </section>
 </dd></dl>
 
 <dl class="py function">
 <dt class="sig sig-object py" id="nes.nes_formats.wrf_chem_format.create_times_var">
 <span class="sig-prename descclassname"><span class="pre">nes.nes_formats.wrf_chem_format.</span></span><span class="sig-name descname"><span class="pre">create_times_var</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/nes_formats/wrf_chem_format.html#create_times_var"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.nes_formats.wrf_chem_format.create_times_var" title="Link to this definition"></a></dt>
-<dd><p>Create the content of the WRF-CHEM variable times</p>
+<dd><p>Create the content of the WRF-CHEM variable times.</p>
 <section id="id21">
 <h3>Parameters<a class="headerlink" href="#id21" title="Link to this heading"></a></h3>
-<p>self : nes.Nes</p>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+</dl>
 </section>
 <section id="id22">
 <h3>Returns<a class="headerlink" href="#id22" title="Link to this heading"></a></h3>
 <dl class="simple">
-<dt>numpy.ndarray</dt><dd><p>Array with the content of TFLAG</p>
+<dt>numpy.ndarray</dt><dd><p>Array with the content of TFLAG.</p>
 </dd>
 </dl>
 </section>
@@ -424,11 +453,12 @@ netcdf : Dataset</p>
 <dd><p>Create the netCDF file variables.</p>
 <section id="id23">
 <h3>Parameters<a class="headerlink" href="#id23" title="Link to this heading"></a></h3>
-<p>self : nes.Nes
-netcdf : Dataset</p>
-<blockquote>
-<div><p>netcdf4-python open dataset.</p>
-</div></blockquote>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+<dt>netcdf<span class="classifier">Dataset</span></dt><dd><p>netcdf4-python open dataset.</p>
+</dd>
+</dl>
 </section>
 </dd></dl>
 
@@ -438,7 +468,10 @@ netcdf : Dataset</p>
 <dd><p>Set the NetCDF global attributes</p>
 <section id="id24">
 <h3>Parameters<a class="headerlink" href="#id24" title="Link to this heading"></a></h3>
-<p>self : nes.Nes</p>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+</dl>
 </section>
 </dd></dl>
 
@@ -455,7 +488,7 @@ netcdf : Dataset</p>
 </dd>
 <dt>chunking: bool</dt><dd><p>Indicates if you want to chunk the output netCDF.</p>
 </dd>
-<dt>keep_open<span class="classifier">bool</span></dt><dd><p>Indicates if you want to keep open the NetCDH to fill the data by time-step</p>
+<dt>keep_open<span class="classifier">bool</span></dt><dd><p>Indicates if you want to keep open the NetCDH to fill the data by time-step.</p>
 </dd>
 </dl>
 </section>
@@ -464,15 +497,18 @@ netcdf : Dataset</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="nes.nes_formats.wrf_chem_format.to_wrf_chem_units">
 <span class="sig-prename descclassname"><span class="pre">nes.nes_formats.wrf_chem_format.</span></span><span class="sig-name descname"><span class="pre">to_wrf_chem_units</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/nes_formats/wrf_chem_format.html#to_wrf_chem_units"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.nes_formats.wrf_chem_format.to_wrf_chem_units" title="Link to this definition"></a></dt>
-<dd><p>Change the data values according to the WRF-CHEM conventions</p>
+<dd><p>Change the data values according to the WRF-CHEM conventions.</p>
 <section id="id26">
 <h3>Parameters<a class="headerlink" href="#id26" title="Link to this heading"></a></h3>
-<p>self : nes.Nes</p>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+</dl>
 </section>
 <section id="id27">
 <h3>Returns<a class="headerlink" href="#id27" title="Link to this heading"></a></h3>
 <dl class="simple">
-<dt>dict</dt><dd><p>Variable in the MONARCH units</p>
+<dt>dict</dt><dd><p>Variable in the MONARCH units.</p>
 </dd>
 </dl>
 </section>
diff --git a/docs/build/html/methods.html b/docs/build/html/methods.html
index df79a9b..7720b5a 100644
--- a/docs/build/html/methods.html
+++ b/docs/build/html/methods.html
@@ -207,13 +207,13 @@
 <dt class="sig sig-object py" id="nes.methods.cell_measures.mod_huiliers_area">
 <span class="sig-prename descclassname"><span class="pre">nes.methods.cell_measures.</span></span><span class="sig-name descname"><span class="pre">mod_huiliers_area</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell_corner_lon</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_corner_lat</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/methods/cell_measures.html#mod_huiliers_area"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.methods.cell_measures.mod_huiliers_area" title="Link to this definition"></a></dt>
 <dd><p>Calculate the area of each cell according to Huilier’s theorem.
-Reference: CDO (<a class="reference external" href="https://earth.bsc.es/gitlab/ces/cdo/">https://earth.bsc.es/gitlab/ces/cdo/</a>)</p>
+Reference: CDO (<a class="reference external" href="https://earth.bsc.es/gitlab/ces/cdo/">https://earth.bsc.es/gitlab/ces/cdo/</a>).</p>
 <section id="id5">
 <h3>Parameters<a class="headerlink" href="#id5" title="Link to this heading"></a></h3>
 <dl class="simple">
-<dt>cell_corner_lon<span class="classifier">np.array</span></dt><dd><p>Longitude boundaries of each cell</p>
+<dt>cell_corner_lon<span class="classifier">np.array</span></dt><dd><p>Longitude boundaries of each cell.</p>
 </dd>
-<dt>cell_corner_lat<span class="classifier">np.array</span></dt><dd><p>Latitude boundaries of each cell</p>
+<dt>cell_corner_lat<span class="classifier">np.array</span></dt><dd><p>Latitude boundaries of each cell.</p>
 </dd>
 </dl>
 </section>
@@ -236,7 +236,7 @@ Reference: CDO (<a class="reference external" href="https://earth.bsc.es/gitlab/
 <dt class="sig sig-object py" id="nes.methods.cell_measures.tri_area">
 <span class="sig-prename descclassname"><span class="pre">nes.methods.cell_measures.</span></span><span class="sig-name descname"><span class="pre">tri_area</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">point_0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">point_1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">point_2</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/methods/cell_measures.html#tri_area"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.methods.cell_measures.tri_area" title="Link to this definition"></a></dt>
 <dd><p>Calculate area between three points that form a triangle.
-Reference: CDO (<a class="reference external" href="https://earth.bsc.es/gitlab/ces/cdo/">https://earth.bsc.es/gitlab/ces/cdo/</a>)</p>
+Reference: CDO (<a class="reference external" href="https://earth.bsc.es/gitlab/ces/cdo/">https://earth.bsc.es/gitlab/ces/cdo/</a>).</p>
 <section id="id7">
 <h3>Parameters<a class="headerlink" href="#id7" title="Link to this heading"></a></h3>
 <dl class="simple">
@@ -264,9 +264,9 @@ Reference: CDO (<a class="reference external" href="https://earth.bsc.es/gitlab/
 </dd>
 <dt>dst_nes<span class="classifier">nes.Nes</span></dt><dd><p>Final projection Nes object.</p>
 </dd>
-<dt>wm_path<span class="classifier">str</span></dt><dd><p>Path where write the weight matrix</p>
+<dt>wm_path<span class="classifier">str</span></dt><dd><p>Path where write the weight matrix.</p>
 </dd>
-<dt>flux<span class="classifier">bool</span></dt><dd><p>Indicates if you want to calculate the weight matrix for flux variables</p>
+<dt>flux<span class="classifier">bool</span></dt><dd><p>Indicates if you want to calculate the weight matrix for flux variables.</p>
 </dd>
 <dt>info: bool</dt><dd><p>Indicates if you want to print extra info during the methods process.</p>
 </dd>
@@ -294,7 +294,7 @@ Reference: CDO (<a class="reference external" href="https://earth.bsc.es/gitlab/
 </dd>
 <dt>n_neighbours<span class="classifier">int</span></dt><dd><p>Used if kind == NearestNeighbour. Number of nearest neighbours to interpolate. Default: 4.</p>
 </dd>
-<dt>wm_path<span class="classifier">str</span></dt><dd><p>Path where write the weight matrix</p>
+<dt>wm_path<span class="classifier">str</span></dt><dd><p>Path where write the weight matrix.</p>
 </dd>
 <dt>info: bool</dt><dd><p>Indicates if you want to print extra info during the methods process.</p>
 </dd>
@@ -315,12 +315,11 @@ Reference: CDO (<a class="reference external" href="https://earth.bsc.es/gitlab/
 <dd><p>To obtain the needed src data to interpolate.</p>
 <section id="id11">
 <h3>Parameters<a class="headerlink" href="#id11" title="Link to this heading"></a></h3>
-<p>comm : MPI.Communicator.
-var_data : np.array</p>
-<blockquote>
-<div><p>Rank source data.</p>
-</div></blockquote>
 <dl class="simple">
+<dt>comm<span class="classifier">MPI.Communicator.</span></dt><dd><p>MPI communicator.</p>
+</dd>
+<dt>var_data<span class="classifier">np.array</span></dt><dd><p>Rank source data.</p>
+</dd>
 <dt>idx<span class="classifier">np.array</span></dt><dd><p>Index of the needed data in a 2D flatten way.</p>
 </dd>
 <dt>parallel_method: str</dt><dd><p>Source parallel method.</p>
@@ -355,9 +354,9 @@ var_data : np.array</p>
 </dd>
 <dt>only_create<span class="classifier">bool</span></dt><dd><p>Indicates if you want to only create the Weight Matrix.</p>
 </dd>
-<dt>wm<span class="classifier">Nes</span></dt><dd><p>Weight matrix Nes File</p>
+<dt>wm<span class="classifier">Nes</span></dt><dd><p>Weight matrix Nes File.</p>
 </dd>
-<dt>flux<span class="classifier">bool</span></dt><dd><p>Indicates if you want to calculate the weight matrix for flux variables</p>
+<dt>flux<span class="classifier">bool</span></dt><dd><p>Indicates if you want to calculate the weight matrix for flux variables.</p>
 </dd>
 </dl>
 </section>
@@ -389,9 +388,9 @@ var_data : np.array</p>
 </dd>
 <dt>only_create<span class="classifier">bool</span></dt><dd><p>Indicates if you want to only create the Weight Matrix.</p>
 </dd>
-<dt>wm<span class="classifier">Nes</span></dt><dd><p>Weight matrix Nes File</p>
+<dt>wm<span class="classifier">Nes</span></dt><dd><p>Weight matrix Nes File.</p>
 </dd>
-<dt>flux<span class="classifier">bool</span></dt><dd><p>Indicates if you want to calculate the weight matrix for flux variables</p>
+<dt>flux<span class="classifier">bool</span></dt><dd><p>Indicates if you want to calculate the weight matrix for flux variables.</p>
 </dd>
 </dl>
 </section>
@@ -427,9 +426,9 @@ var_data : np.array</p>
 </dd>
 <dt>only_create_wm<span class="classifier">bool</span></dt><dd><p>Indicates if you want to only create the Weight Matrix.</p>
 </dd>
-<dt>wm<span class="classifier">Nes</span></dt><dd><p>Weight matrix Nes File</p>
+<dt>wm<span class="classifier">Nes</span></dt><dd><p>Weight matrix Nes File.</p>
 </dd>
-<dt>flux<span class="classifier">bool</span></dt><dd><p>Indicates if you want to calculate the weight matrix for flux variables</p>
+<dt>flux<span class="classifier">bool</span></dt><dd><p>Indicates if you want to calculate the weight matrix for flux variables.</p>
 </dd>
 </dl>
 </section>
@@ -456,15 +455,15 @@ var_data : np.array</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="nes.methods.horizontal_interpolation.lon_lat_to_cartesian_ecef">
 <span class="sig-prename descclassname"><span class="pre">nes.methods.horizontal_interpolation.</span></span><span class="sig-name descname"><span class="pre">lon_lat_to_cartesian_ecef</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">lon</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lat</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/methods/horizontal_interpolation.html#lon_lat_to_cartesian_ecef"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.methods.horizontal_interpolation.lon_lat_to_cartesian_ecef" title="Link to this definition"></a></dt>
-<dd><p># convert observational/model geographic longitude/latitude coordinates to cartesian ECEF (Earth Centred,
-# Earth Fixed) coordinates, assuming WGS84 datum and ellipsoid, and that all heights = 0.
-# ECEF coordiantes represent positions (in meters) as X, Y, Z coordinates, approximating the earth surface
-# as an ellipsoid of revolution.
-# This conversion is for the subsequent calculation of euclidean distances of the model gridcell centres
-# from each observational station.
-# Defining the distance between two points on the earth’s surface as simply the euclidean distance
-# between the two lat/lon pairs could lead to inaccurate results depending on the distance
-# between two points (i.e. 1 deg. of longitude varies with latitude).</p>
+<dd><p>Convert observational/model geographic longitude/latitude coordinates to cartesian ECEF (Earth Centred,
+Earth Fixed) coordinates, assuming WGS84 datum and ellipsoid, and that all heights = 0.
+ECEF coordiantes represent positions (in meters) as X, Y, Z coordinates, approximating the earth surface
+as an ellipsoid of revolution.
+This conversion is for the subsequent calculation of euclidean distances of the model gridcell centres
+from each observational station.
+Defining the distance between two points on the earth’s surface as simply the euclidean distance
+between the two lat/lon pairs could lead to inaccurate results depending on the distance
+between two points (i.e. 1 deg. of longitude varies with latitude).</p>
 <section id="id19">
 <h3>Parameters<a class="headerlink" href="#id19" title="Link to this heading"></a></h3>
 <dl class="simple">
@@ -506,11 +505,13 @@ var_data : np.array</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="nes.methods.spatial_join.get_bbox">
 <span class="sig-prename descclassname"><span class="pre">nes.methods.spatial_join.</span></span><span class="sig-name descname"><span class="pre">get_bbox</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/methods/spatial_join.html#get_bbox"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.methods.spatial_join.get_bbox" title="Link to this definition"></a></dt>
-<dd><p>Obtain the bounding box of the rank data</p>
-<p>(lon_min, lat_min, lon_max, lat_max)</p>
+<dd><p>Obtain the bounding box of the rank data (lon_min, lat_min, lon_max, lat_max).</p>
 <section id="id22">
 <h3>Parameters<a class="headerlink" href="#id22" title="Link to this heading"></a></h3>
-<p>self : nes.Nes</p>
+<dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+</dl>
 </section>
 <section id="id23">
 <h3>Returns<a class="headerlink" href="#id23" title="Link to this heading"></a></h3>
@@ -523,7 +524,7 @@ var_data : np.array</p>
 
 <dl class="py function">
 <dt class="sig sig-object py" id="nes.methods.spatial_join.prepare_external_shapefile">
-<span class="sig-prename descclassname"><span class="pre">nes.methods.spatial_join.</span></span><span class="sig-name descname"><span class="pre">prepare_external_shapefile</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ext_shp</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">var_list</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">info</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/methods/spatial_join.html#prepare_external_shapefile"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.methods.spatial_join.prepare_external_shapefile" title="Link to this definition"></a></dt>
+<span class="sig-prename descclassname"><span class="pre">nes.methods.spatial_join.</span></span><span class="sig-name descname"><span class="pre">prepare_external_shapefile</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ext_shp</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">var_list</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">info</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">apply_bbox</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/methods/spatial_join.html#prepare_external_shapefile"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.methods.spatial_join.prepare_external_shapefile" title="Link to this definition"></a></dt>
 <dd><p>Prepare the external shapefile.</p>
 <p>It is high recommended to pass ext_shp parameter as string because it will clip the external shapefile to the rank.</p>
 <ol class="arabic simple">
@@ -533,22 +534,23 @@ var_data : np.array</p>
 </ol>
 <section id="id24">
 <h3>Parameters<a class="headerlink" href="#id24" title="Link to this heading"></a></h3>
-<p>self : nes.Nes
-ext_shp : GeoDataFrame or str</p>
-<blockquote>
-<div><p>External shapefile or path to it</p>
-</div></blockquote>
 <dl class="simple">
-<dt>var_list<span class="classifier">List[str] or None</span></dt><dd><p>External shapefile variables to be computed</p>
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+<dt>ext_shp<span class="classifier">GeoDataFrame or str</span></dt><dd><p>External shapefile or path to it.</p>
 </dd>
-<dt>info<span class="classifier">bool</span></dt><dd><p>Indicates if you want to print the information</p>
+<dt>var_list<span class="classifier">List[str] or None</span></dt><dd><p>External shapefile variables to be computed.</p>
+</dd>
+<dt>info<span class="classifier">bool</span></dt><dd><p>Indicates if you want to print the information.</p>
+</dd>
+<dt>apply_bbox<span class="classifier">bool</span></dt><dd><p>Indicates if you want to reduce the shapefile to a bbox.</p>
 </dd>
 </dl>
 </section>
 <section id="id25">
 <h3>Returns<a class="headerlink" href="#id25" title="Link to this heading"></a></h3>
 <dl class="simple">
-<dt>GeoDataFrame</dt><dd><p>External shapefile</p>
+<dt>GeoDataFrame</dt><dd><p>External shapefile.</p>
 </dd>
 </dl>
 </section>
@@ -556,21 +558,22 @@ ext_shp : GeoDataFrame or str</p>
 
 <dl class="py function">
 <dt class="sig sig-object py" id="nes.methods.spatial_join.spatial_join">
-<span class="sig-prename descclassname"><span class="pre">nes.methods.spatial_join.</span></span><span class="sig-name descname"><span class="pre">spatial_join</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ext_shp</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">var_list</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">info</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/methods/spatial_join.html#spatial_join"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.methods.spatial_join.spatial_join" title="Link to this definition"></a></dt>
+<span class="sig-prename descclassname"><span class="pre">nes.methods.spatial_join.</span></span><span class="sig-name descname"><span class="pre">spatial_join</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ext_shp</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">var_list</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">info</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">apply_bbox</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/methods/spatial_join.html#spatial_join"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.methods.spatial_join.spatial_join" title="Link to this definition"></a></dt>
 <dd><p>Compute overlay intersection of two GeoPandasDataFrames.</p>
 <section id="id26">
 <h3>Parameters<a class="headerlink" href="#id26" title="Link to this heading"></a></h3>
-<p>self : nes.Nes
-ext_shp : GeoPandasDataFrame or str</p>
-<blockquote>
-<div><p>File or path from where the data will be obtained on the intersection.</p>
-</div></blockquote>
 <dl class="simple">
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+<dt>ext_shp<span class="classifier">GeoPandasDataFrame or str</span></dt><dd><p>File or path from where the data will be obtained on the intersection.</p>
+</dd>
 <dt>method<span class="classifier">str</span></dt><dd><p>Overlay method. Accepted values: [‘nearest’, ‘intersection’, ‘centroid’].</p>
 </dd>
 <dt>var_list<span class="classifier">List or None or str</span></dt><dd><p>Variables that will be included in the resulting shapefile.</p>
 </dd>
-<dt>info<span class="classifier">bool</span></dt><dd><p>Indicates if you want to print the process info or no</p>
+<dt>info<span class="classifier">bool</span></dt><dd><p>Indicates if you want to print the process info.</p>
+</dd>
+<dt>apply_bbox<span class="classifier">bool</span></dt><dd><p>Indicates if you want to reduce the shapefile to a bbox.</p>
 </dd>
 </dl>
 </section>
@@ -579,16 +582,15 @@ ext_shp : GeoPandasDataFrame or str</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="nes.methods.spatial_join.spatial_join_centroid">
 <span class="sig-prename descclassname"><span class="pre">nes.methods.spatial_join.</span></span><span class="sig-name descname"><span class="pre">spatial_join_centroid</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ext_shp</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">info</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/methods/spatial_join.html#spatial_join_centroid"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.methods.spatial_join.spatial_join_centroid" title="Link to this definition"></a></dt>
-<dd><p>Perform the spatial join using the centroid method</p>
+<dd><p>Perform the spatial join using the centroid method.</p>
 <section id="id27">
 <h3>Parameters<a class="headerlink" href="#id27" title="Link to this heading"></a></h3>
-<p>self : nes.Nes
-ext_shp : GeoDataFrame</p>
-<blockquote>
-<div><p>External shapefile</p>
-</div></blockquote>
 <dl class="simple">
-<dt>info<span class="classifier">bool</span></dt><dd><p>Indicates if you want to print the information</p>
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+<dt>ext_shp<span class="classifier">GeoDataFrame</span></dt><dd><p>External shapefile.</p>
+</dd>
+<dt>info<span class="classifier">bool</span></dt><dd><p>Indicates if you want to print the information.</p>
 </dd>
 </dl>
 </section>
@@ -597,16 +599,15 @@ ext_shp : GeoDataFrame</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="nes.methods.spatial_join.spatial_join_intersection">
 <span class="sig-prename descclassname"><span class="pre">nes.methods.spatial_join.</span></span><span class="sig-name descname"><span class="pre">spatial_join_intersection</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ext_shp</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">info</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/methods/spatial_join.html#spatial_join_intersection"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.methods.spatial_join.spatial_join_intersection" title="Link to this definition"></a></dt>
-<dd><p>Perform the spatial join using the intersection method</p>
+<dd><p>Perform the spatial join using the intersection method.</p>
 <section id="id28">
 <h3>Parameters<a class="headerlink" href="#id28" title="Link to this heading"></a></h3>
-<p>self : nes.Nes
-ext_shp : GeoDataFrame</p>
-<blockquote>
-<div><p>External shapefile</p>
-</div></blockquote>
 <dl class="simple">
-<dt>info<span class="classifier">bool</span></dt><dd><p>Indicates if you want to print the information</p>
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+<dt>ext_shp<span class="classifier">GeoDataFrame</span></dt><dd><p>External shapefile.</p>
+</dd>
+<dt>info<span class="classifier">bool</span></dt><dd><p>Indicates if you want to print the information.</p>
 </dd>
 </dl>
 </section>
@@ -615,16 +616,15 @@ ext_shp : GeoDataFrame</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="nes.methods.spatial_join.spatial_join_nearest">
 <span class="sig-prename descclassname"><span class="pre">nes.methods.spatial_join.</span></span><span class="sig-name descname"><span class="pre">spatial_join_nearest</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ext_shp</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">info</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/methods/spatial_join.html#spatial_join_nearest"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.methods.spatial_join.spatial_join_nearest" title="Link to this definition"></a></dt>
-<dd><p>Perform the spatial join using the nearest method</p>
+<dd><p>Perform the spatial join using the nearest method.</p>
 <section id="id29">
 <h3>Parameters<a class="headerlink" href="#id29" title="Link to this heading"></a></h3>
-<p>self : nes.Nes
-ext_shp : GeoDataFrame</p>
-<blockquote>
-<div><p>External shapefile</p>
-</div></blockquote>
 <dl class="simple">
-<dt>info<span class="classifier">bool</span></dt><dd><p>Indicates if you want to print the information</p>
+<dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Nes Object.</p>
+</dd>
+<dt>ext_shp<span class="classifier">GeoDataFrame</span></dt><dd><p>External shapefile.</p>
+</dd>
+<dt>info<span class="classifier">bool</span></dt><dd><p>Indicates if you want to print the information.</p>
 </dd>
 </dl>
 </section>
@@ -660,18 +660,16 @@ the vertical data.</p>
 </dd>
 <dt>new_levels<span class="classifier">List</span></dt><dd><p>List of new vertical levels.</p>
 </dd>
-</dl>
-<p>new_src_vertical
-kind : str</p>
-<blockquote>
-<div><p>Vertical methods type.</p>
-</div></blockquote>
-<dl class="simple">
+<dt>new_src_vertical<span class="classifier">nes.Nes, str</span></dt><dd><p>Nes object with the vertical information as variable or str with the path to the NetCDF file that contains
+the vertical data.</p>
+</dd>
+<dt>kind<span class="classifier">str</span></dt><dd><p>Vertical methods type.</p>
+</dd>
 <dt>extrapolate<span class="classifier">None, tuple, str</span></dt><dd><p>Extrapolate method (for non linear operations).</p>
 </dd>
 <dt>info: None, bool</dt><dd><p>Indicates if you want to print extra information.</p>
 </dd>
-<dt>overwrite: bool</dt><dd><p>Indicates if you want to compute the vertical interpolation in the same object or not</p>
+<dt>overwrite: bool</dt><dd><p>Indicates if you want to compute the vertical interpolation in the same object or not.</p>
 </dd>
 </dl>
 </section>
diff --git a/docs/build/html/projections.html b/docs/build/html/projections.html
index dde6786..11ba9c3 100644
--- a/docs/build/html/projections.html
+++ b/docs/build/html/projections.html
@@ -249,12 +249,11 @@
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <section id="attributes">
 <h3>Attributes<a class="headerlink" href="#attributes" title="Link to this heading"></a></h3>
-<p>comm : MPI.Communicator.
-rank : int</p>
-<blockquote>
-<div><p>MPI rank.</p>
-</div></blockquote>
 <dl class="simple">
+<dt>comm<span class="classifier">MPI.Communicator.</span></dt><dd><p>MPI communicator.</p>
+</dd>
+<dt>rank<span class="classifier">int</span></dt><dd><p>MPI rank.</p>
+</dd>
 <dt>master<span class="classifier">bool</span></dt><dd><p>True when rank == 0.</p>
 </dd>
 <dt>size<span class="classifier">int</span></dt><dd><p>Size of the communicator.</p>
@@ -385,7 +384,7 @@ the vertical data.</p>
 <dl class="simple">
 <dt>self<span class="classifier">nes.Nes</span></dt><dd><p>Source projection Nes Object.</p>
 </dd>
-<dt>overwrite<span class="classifier">bool</span></dt><dd><p>Indicates if we want to overwrite the grid area</p>
+<dt>overwrite<span class="classifier">bool</span></dt><dd><p>Indicates if we want to overwrite the grid area.</p>
 </dd>
 </dl>
 </section>
@@ -495,18 +494,13 @@ The copy will avoid to copy the communicator, dataset and variables by default.<
 <dd><p>Calculate daily statistic.</p>
 <section id="id10">
 <h4>Parameters<a class="headerlink" href="#id10" title="Link to this heading"></a></h4>
-<dl>
+<dl class="simple">
 <dt>op<span class="classifier">str</span></dt><dd><p>Statistic to perform. Accepted values: “max”, “mean” and “min”.</p>
 </dd>
 <dt>type_op<span class="classifier">str</span></dt><dd><p>Type of statistic to perform. Accepted values: “calendar”, “alltsteps”, and “withoutt0”.
-- “calendar”: Calculate the statistic using the time metadata.</p>
-<blockquote>
-<div><p>It will avoid single time step by day calculations</p>
-</div></blockquote>
-<ul class="simple">
-<li><p>“alltsteps”: Calculate a single time statistic with all the time steps.</p></li>
-<li><p>“withoutt0”: Calculate a single time statistic with all the time steps avoiding the first one.</p></li>
-</ul>
+- “calendar”: Calculate the statistic using the time metadata. It will avoid single time step by day calculations
+- “alltsteps”: Calculate a single time statistic with all the time steps.
+- “withoutt0”: Calculate a single time statistic with all the time steps avoiding the first one.</p>
 </dd>
 </dl>
 </section>
@@ -610,11 +604,11 @@ Default: 0.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="nes.nc_projections.default_nes.Nes.get_fids">
 <span class="sig-name descname"><span class="pre">get_fids</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/nc_projections/default_nes.html#Nes.get_fids"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.nc_projections.default_nes.Nes.get_fids" title="Link to this definition"></a></dt>
-<dd><p>Obtain the FIDs in a 2D format</p>
+<dd><p>Obtain the FIDs in a 2D format.</p>
 <section id="id18">
 <h4>Returns<a class="headerlink" href="#id18" title="Link to this heading"></a></h4>
 <dl class="simple">
-<dt>np.array</dt><dd><p>2D array with the FID data</p>
+<dt>np.array</dt><dd><p>2D array with the FID data.</p>
 </dd>
 </dl>
 </section>
@@ -800,9 +794,9 @@ t_min, t_max, z_min, z_max, y_min, y_max, x_min and x_max.</p>
 </dd>
 <dt>only_create_wm<span class="classifier">bool</span></dt><dd><p>Indicates if you want to only create the Weight Matrix.</p>
 </dd>
-<dt>wm<span class="classifier">Nes</span></dt><dd><p>Weight matrix Nes File</p>
+<dt>wm<span class="classifier">Nes</span></dt><dd><p>Weight matrix Nes File.</p>
 </dd>
-<dt>flux<span class="classifier">bool</span></dt><dd><p>Indicates if you want to calculate the weight matrix for flux variables</p>
+<dt>flux<span class="classifier">bool</span></dt><dd><p>Indicates if you want to calculate the weight matrix for flux variables.</p>
 </dd>
 </dl>
 </section>
@@ -819,18 +813,16 @@ t_min, t_max, z_min, z_max, y_min, y_max, x_min and x_max.</p>
 </dd>
 <dt>new_levels<span class="classifier">List</span></dt><dd><p>New vertical levels.</p>
 </dd>
-</dl>
-<p>new_src_vertical
-kind : str</p>
-<blockquote>
-<div><p>Vertical methods type.</p>
-</div></blockquote>
-<dl class="simple">
+<dt>new_src_vertical<span class="classifier">nes.Nes, str</span></dt><dd><p>Nes object with the vertical information as variable or str with the path to the NetCDF file that contains
+the vertical data.</p>
+</dd>
+<dt>kind<span class="classifier">str</span></dt><dd><p>Vertical methods type.</p>
+</dd>
 <dt>extrapolate<span class="classifier">None, tuple, str</span></dt><dd><p>Extrapolate method (for non linear operations).</p>
 </dd>
 <dt>info: None, bool</dt><dd><p>Indicates if you want to print extra information.</p>
 </dd>
-<dt>overwrite: bool</dt><dd><p>Indicates if you want to compute the vertical interpolation in the same object or not</p>
+<dt>overwrite: bool</dt><dd><p>Indicates if you want to compute the vertical interpolation in the same object or not.</p>
 </dd>
 </dl>
 </section>
@@ -1075,7 +1067,7 @@ Balanced dataset cannot be written in chunking mode.</p>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="nes.nc_projections.default_nes.Nes.spatial_join">
-<span class="sig-name descname"><span class="pre">spatial_join</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ext_shp</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">var_list</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">info</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/nc_projections/default_nes.html#Nes.spatial_join"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.nc_projections.default_nes.Nes.spatial_join" title="Link to this definition"></a></dt>
+<span class="sig-name descname"><span class="pre">spatial_join</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ext_shp</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">var_list</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">info</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">apply_bbox</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/nes/nc_projections/default_nes.html#Nes.spatial_join"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#nes.nc_projections.default_nes.Nes.spatial_join" title="Link to this definition"></a></dt>
 <dd><p>Compute overlay intersection of two GeoPandasDataFrames.</p>
 <section id="id45">
 <h4>Parameters<a class="headerlink" href="#id45" title="Link to this heading"></a></h4>
@@ -1086,7 +1078,9 @@ Balanced dataset cannot be written in chunking mode.</p>
 </dd>
 <dt>var_list<span class="classifier">List or None</span></dt><dd><p>Variables that will be included in the resulting shapefile.</p>
 </dd>
-<dt>info<span class="classifier">bool</span></dt><dd><p>Indicates if you want to print the process info or no</p>
+<dt>info<span class="classifier">bool</span></dt><dd><p>Indicates if you want to print the process info.</p>
+</dd>
+<dt>apply_bbox<span class="classifier">bool</span></dt><dd><p>Indicates if you want to reduce the shapefile to a bbox.</p>
 </dd>
 </dl>
 </section>
diff --git a/docs/build/html/searchindex.js b/docs/build/html/searchindex.js
index a6d1152..c8fa7c8 100644
--- a/docs/build/html/searchindex.js
+++ b/docs/build/html/searchindex.js
@@ -1 +1 @@
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\ No newline at end of file
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[[7, "module-nes.nc_projections.mercator_nes"]], "Points projection": [[7, "module-nes.nc_projections.points_nes"]], "GHOST projection": [[7, "module-nes.nc_projections.points_nes_ghost"]], "Providentia projection": [[7, "module-nes.nc_projections.points_nes_providentia"]], "Rotated projection": [[7, "module-nes.nc_projections.rotated_nes"]], "Rotated nested projection": [[7, "module-nes.nc_projections.rotated_nested_nes"]], "Introduction": [[8, "introduction"]], "About": [[8, "about"]], "How to clone": [[8, "how-to-clone"]], "How to run": [[8, "how-to-run"]], "Methods": [[5, "methods"]], "Generic methods": [[5, "module-nes.methods.cell_measures"]], "Horizontal interpolation": [[5, "module-nes.methods.horizontal_interpolation"]], "Spatial join": [[5, "module-nes.methods.spatial_join"]], "Vertical interpolation": [[5, "module-nes.methods.vertical_interpolation"]]}, "indexentries": {"add_4d_vertical_info() (in module nes.methods.vertical_interpolation)": [[5, "nes.methods.vertical_interpolation.add_4d_vertical_info"]], "calculate_cell_area() (in module nes.methods.cell_measures)": [[5, "nes.methods.cell_measures.calculate_cell_area"]], "calculate_geometry_area() (in module nes.methods.cell_measures)": [[5, "nes.methods.cell_measures.calculate_geometry_area"]], "calculate_grid_area() (in module nes.methods.cell_measures)": [[5, "nes.methods.cell_measures.calculate_grid_area"]], "create_area_conservative_weight_matrix() (in module nes.methods.horizontal_interpolation)": [[5, "nes.methods.horizontal_interpolation.create_area_conservative_weight_matrix"]], "create_nn_weight_matrix() (in module nes.methods.horizontal_interpolation)": [[5, "nes.methods.horizontal_interpolation.create_nn_weight_matrix"]], "cross_product() (in module nes.methods.cell_measures)": [[5, "nes.methods.cell_measures.cross_product"]], "get_bbox() (in module nes.methods.spatial_join)": [[5, "nes.methods.spatial_join.get_bbox"]], "get_src_data() (in module nes.methods.horizontal_interpolation)": [[5, "nes.methods.horizontal_interpolation.get_src_data"]], "get_weights_idx_t_axis() (in module nes.methods.horizontal_interpolation)": [[5, "nes.methods.horizontal_interpolation.get_weights_idx_t_axis"]], "get_weights_idx_xy_axis() (in module nes.methods.horizontal_interpolation)": [[5, "nes.methods.horizontal_interpolation.get_weights_idx_xy_axis"]], "interpolate_horizontal() (in module nes.methods.horizontal_interpolation)": [[5, "nes.methods.horizontal_interpolation.interpolate_horizontal"]], "interpolate_vertical() (in module nes.methods.vertical_interpolation)": [[5, "nes.methods.vertical_interpolation.interpolate_vertical"]], "lon_lat_to_cartesian() (in module nes.methods.cell_measures)": [[5, "nes.methods.cell_measures.lon_lat_to_cartesian"]], "lon_lat_to_cartesian() (in module nes.methods.horizontal_interpolation)": [[5, "nes.methods.horizontal_interpolation.lon_lat_to_cartesian"]], "lon_lat_to_cartesian_ecef() (in module nes.methods.horizontal_interpolation)": [[5, "nes.methods.horizontal_interpolation.lon_lat_to_cartesian_ecef"]], "mod_huiliers_area() (in module nes.methods.cell_measures)": [[5, "nes.methods.cell_measures.mod_huiliers_area"]], "module": [[5, "module-nes.methods.cell_measures"], [5, "module-nes.methods.horizontal_interpolation"], [5, "module-nes.methods.spatial_join"], [5, "module-nes.methods.vertical_interpolation"]], "nes.methods.cell_measures": [[5, "module-nes.methods.cell_measures"]], "nes.methods.horizontal_interpolation": [[5, "module-nes.methods.horizontal_interpolation"]], "nes.methods.spatial_join": [[5, "module-nes.methods.spatial_join"]], "nes.methods.vertical_interpolation": [[5, "module-nes.methods.vertical_interpolation"]], "norm() (in module nes.methods.cell_measures)": [[5, "nes.methods.cell_measures.norm"]], "prepare_external_shapefile() (in module nes.methods.spatial_join)": [[5, "nes.methods.spatial_join.prepare_external_shapefile"]], "read_weight_matrix() (in module nes.methods.horizontal_interpolation)": [[5, "nes.methods.horizontal_interpolation.read_weight_matrix"]], "spatial_join() (in module nes.methods.spatial_join)": [[5, "nes.methods.spatial_join.spatial_join"]], "spatial_join_centroid() (in module nes.methods.spatial_join)": [[5, "nes.methods.spatial_join.spatial_join_centroid"]], "spatial_join_intersection() (in module nes.methods.spatial_join)": [[5, "nes.methods.spatial_join.spatial_join_intersection"]], "spatial_join_nearest() (in module nes.methods.spatial_join)": [[5, "nes.methods.spatial_join.spatial_join_nearest"]], "tri_area() (in module nes.methods.cell_measures)": [[5, "nes.methods.cell_measures.tri_area"]]}})
\ No newline at end of file
diff --git a/nes/methods/cell_measures.py b/nes/methods/cell_measures.py
index 2866b8b..3e561c5 100644
--- a/nes/methods/cell_measures.py
+++ b/nes/methods/cell_measures.py
@@ -134,14 +134,14 @@ def calculate_cell_area(grid_corner_lon, grid_corner_lat,
 def mod_huiliers_area(cell_corner_lon, cell_corner_lat):
     """
     Calculate the area of each cell according to Huilier's theorem.
-    Reference: CDO (https://earth.bsc.es/gitlab/ces/cdo/)
+    Reference: CDO (https://earth.bsc.es/gitlab/ces/cdo/).
 
     Parameters
     ----------
     cell_corner_lon : np.array
-        Longitude boundaries of each cell
+        Longitude boundaries of each cell.
     cell_corner_lat : np.array
-        Latitude boundaries of each cell
+        Latitude boundaries of each cell.
     """
 
     sum = 0
@@ -176,7 +176,7 @@ def mod_huiliers_area(cell_corner_lon, cell_corner_lat):
 def tri_area(point_0, point_1, point_2):
     """
     Calculate area between three points that form a triangle.
-    Reference: CDO (https://earth.bsc.es/gitlab/ces/cdo/)
+    Reference: CDO (https://earth.bsc.es/gitlab/ces/cdo/).
 
     Parameters
     ----------
diff --git a/nes/methods/horizontal_interpolation.py b/nes/methods/horizontal_interpolation.py
index 1142884..3887bd9 100644
--- a/nes/methods/horizontal_interpolation.py
+++ b/nes/methods/horizontal_interpolation.py
@@ -46,10 +46,11 @@ def interpolate_horizontal(self, dst_grid, weight_matrix_path=None, kind='Neares
     only_create_wm : bool
         Indicates if you want to only create the Weight Matrix.
     wm : Nes
-        Weight matrix Nes File
+        Weight matrix Nes File.
     flux : bool
-        Indicates if you want to calculate the weight matrix for flux variables
+        Indicates if you want to calculate the weight matrix for flux variables.
     """
+
     if info and self.master:
         print("Creating Weight Matrix")
     # Obtain weight matrix
@@ -164,6 +165,7 @@ def get_src_data(comm, var_data, idx, parallel_method):
     Parameters
     ----------
     comm : MPI.Communicator.
+        MPI communicator.
     var_data : np.array
         Rank source data.
     idx : np.array
@@ -219,15 +221,16 @@ def get_weights_idx_t_axis(self, dst_grid, weight_matrix_path, kind, n_neighbour
     only_create : bool
         Indicates if you want to only create the Weight Matrix.
     wm : Nes
-        Weight matrix Nes File
+        Weight matrix Nes File.
     flux : bool
-        Indicates if you want to calculate the weight matrix for flux variables
+        Indicates if you want to calculate the weight matrix for flux variables.
 
     Returns
     -------
     tuple
         Weights and source data index.
     """
+
     if wm is not None:
         weight_matrix = wm
 
@@ -316,15 +319,16 @@ def get_weights_idx_xy_axis(self, dst_grid, weight_matrix_path, kind, n_neighbou
     only_create : bool
         Indicates if you want to only create the Weight Matrix.
     wm : Nes
-        Weight matrix Nes File
+        Weight matrix Nes File.
     flux : bool
-        Indicates if you want to calculate the weight matrix for flux variables
+        Indicates if you want to calculate the weight matrix for flux variables.
 
     Returns
     -------
     tuple
         Weights and source data index.
     """
+
     if isinstance(dst_grid, nes.PointsNes) and weight_matrix_path is not None:
         if self.master:
             warn("To point weight matrix cannot be saved.")
@@ -426,6 +430,7 @@ def read_weight_matrix(weight_matrix_path, comm=None, parallel_method='T'):
     nes.Nes
         Weight matrix.
     """
+
     weight_matrix = nes.open_netcdf(path=weight_matrix_path, comm=comm, parallel_method=parallel_method, balanced=True)
     weight_matrix.load()
 
@@ -435,6 +440,7 @@ def read_weight_matrix(weight_matrix_path, comm=None, parallel_method='T'):
 
     weight_matrix.variables['weight']['data'][weight_matrix.variables['weight']['data'] <= 0] = np.nan
     weight_matrix.variables['weight']['data'][weight_matrix.variables['idx']['data'] <= 0] = np.nan
+    
     return weight_matrix
 
 
@@ -451,7 +457,7 @@ def create_nn_weight_matrix(self, dst_grid, n_neighbours=4, wm_path=None, info=F
     n_neighbours : int
         Used if kind == NearestNeighbour. Number of nearest neighbours to interpolate. Default: 4.
     wm_path : str
-        Path where write the weight matrix
+        Path where write the weight matrix.
     info: bool
         Indicates if you want to print extra info during the methods process.
 
@@ -545,9 +551,9 @@ def create_area_conservative_weight_matrix(self, dst_nes, wm_path=None, flux=Fal
     dst_nes : nes.Nes
         Final projection Nes object.
     wm_path : str
-        Path where write the weight matrix
+        Path where write the weight matrix.
     flux : bool
-        Indicates if you want to calculate the weight matrix for flux variables
+        Indicates if you want to calculate the weight matrix for flux variables.
     info: bool
         Indicates if you want to print extra info during the methods process.
 
@@ -556,6 +562,7 @@ def create_area_conservative_weight_matrix(self, dst_nes, wm_path=None, flux=Fal
     nes.Nes
         Weight matrix.
     """
+
     if info and self.master:
         print("\tCreating area conservative Weight Matrix")
         sys.stdout.flush()
@@ -727,15 +734,15 @@ def lon_lat_to_cartesian(lon, lat, radius=6378137.0):
 
 def lon_lat_to_cartesian_ecef(lon, lat):
     """
-    # convert observational/model geographic longitude/latitude coordinates to cartesian ECEF (Earth Centred,
-    # Earth Fixed) coordinates, assuming WGS84 datum and ellipsoid, and that all heights = 0.
-    # ECEF coordiantes represent positions (in meters) as X, Y, Z coordinates, approximating the earth surface
-    # as an ellipsoid of revolution.
-    # This conversion is for the subsequent calculation of euclidean distances of the model gridcell centres
-    # from each observational station.
-    # Defining the distance between two points on the earth's surface as simply the euclidean distance
-    # between the two lat/lon pairs could lead to inaccurate results depending on the distance
-    # between two points (i.e. 1 deg. of longitude varies with latitude).
+    Convert observational/model geographic longitude/latitude coordinates to cartesian ECEF (Earth Centred,
+    Earth Fixed) coordinates, assuming WGS84 datum and ellipsoid, and that all heights = 0.
+    ECEF coordiantes represent positions (in meters) as X, Y, Z coordinates, approximating the earth surface
+    as an ellipsoid of revolution.
+    This conversion is for the subsequent calculation of euclidean distances of the model gridcell centres
+    from each observational station.
+    Defining the distance between two points on the earth's surface as simply the euclidean distance
+    between the two lat/lon pairs could lead to inaccurate results depending on the distance
+    between two points (i.e. 1 deg. of longitude varies with latitude).
 
     Parameters
     ----------
diff --git a/nes/methods/spatial_join.py b/nes/methods/spatial_join.py
index 4de3eff..52c51ed 100644
--- a/nes/methods/spatial_join.py
+++ b/nes/methods/spatial_join.py
@@ -17,6 +17,7 @@ def spatial_join(self, ext_shp, method=None, var_list=None, info=False, apply_bb
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     ext_shp : GeoPandasDataFrame or str
         File or path from where the data will be obtained on the intersection.
     method : str
@@ -24,9 +25,9 @@ def spatial_join(self, ext_shp, method=None, var_list=None, info=False, apply_bb
     var_list : List or None or str
         Variables that will be included in the resulting shapefile.
     info : bool
-        Indicates if you want to print the process info
+        Indicates if you want to print the process info.
     apply_bbox : bool
-        Indicates if you want to reduce the shapefile to a bbox
+        Indicates if you want to reduce the shapefile to a bbox.
     """
     
     if self.master and info:
@@ -75,19 +76,20 @@ def prepare_external_shapefile(self, ext_shp, var_list, info=False, apply_bbox=T
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     ext_shp : GeoDataFrame or str
-        External shapefile or path to it
+        External shapefile or path to it.
     var_list : List[str] or None
-        External shapefile variables to be computed
+        External shapefile variables to be computed.
     info : bool
-        Indicates if you want to print the information
+        Indicates if you want to print the information.
     apply_bbox : bool
-        Indicates if you want to reduce the shapefile to a bbox
+        Indicates if you want to reduce the shapefile to a bbox.
 
     Returns
     -------
     GeoDataFrame
-        External shapefile
+        External shapefile.
     """
     
     if isinstance(ext_shp, str):
@@ -121,13 +123,12 @@ def prepare_external_shapefile(self, ext_shp, var_list, info=False, apply_bbox=T
 
 def get_bbox(self):
     """
-    Obtain the bounding box of the rank data
-
-    (lon_min, lat_min, lon_max, lat_max)
+    Obtain the bounding box of the rank data (lon_min, lat_min, lon_max, lat_max).
 
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
 
     Returns
     -------
@@ -143,15 +144,16 @@ def get_bbox(self):
 
 def spatial_join_nearest(self, ext_shp, info=False):
     """
-    Perform the spatial join using the nearest method
+    Perform the spatial join using the nearest method.
 
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     ext_shp : GeoDataFrame
-        External shapefile
+        External shapefile.
     info : bool
-        Indicates if you want to print the information
+        Indicates if you want to print the information.
     """
     
     if self.master and info:
@@ -183,15 +185,16 @@ def spatial_join_nearest(self, ext_shp, info=False):
 
 def spatial_join_centroid(self, ext_shp, info=False):
     """
-    Perform the spatial join using the centroid method
+    Perform the spatial join using the centroid method.
 
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     ext_shp : GeoDataFrame
-        External shapefile
+        External shapefile.
     info : bool
-        Indicates if you want to print the information
+        Indicates if you want to print the information.
     """
     
     if self.master and info:
@@ -224,15 +227,16 @@ def spatial_join_centroid(self, ext_shp, info=False):
 
 def spatial_join_intersection(self, ext_shp, info=False):
     """
-    Perform the spatial join using the intersection method
+    Perform the spatial join using the intersection method.
 
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     ext_shp : GeoDataFrame
-        External shapefile
+        External shapefile.
     info : bool
-        Indicates if you want to print the information
+        Indicates if you want to print the information.
     """
     
     var_list = list(ext_shp.columns)
diff --git a/nes/methods/vertical_interpolation.py b/nes/methods/vertical_interpolation.py
index 60ef7e5..1605ed7 100644
--- a/nes/methods/vertical_interpolation.py
+++ b/nes/methods/vertical_interpolation.py
@@ -37,7 +37,9 @@ def interpolate_vertical(self, new_levels, new_src_vertical=None, kind='linear',
         Source Nes object.
     new_levels : List
         List of new vertical levels.
-    new_src_vertical
+    new_src_vertical : nes.Nes, str
+        Nes object with the vertical information as variable or str with the path to the NetCDF file that contains
+        the vertical data.
     kind : str
         Vertical methods type.
     extrapolate : None, tuple, str
@@ -45,8 +47,9 @@ def interpolate_vertical(self, new_levels, new_src_vertical=None, kind='linear',
     info: None, bool
         Indicates if you want to print extra information.
     overwrite: bool
-        Indicates if you want to compute the vertical interpolation in the same object or not
+        Indicates if you want to compute the vertical interpolation in the same object or not.
     """
+    
     if len(self.lev) == 1:
         raise RuntimeError("1D data cannot be vertically interpolated.")
     if not overwrite:
diff --git a/nes/nc_projections/default_nes.py b/nes/nc_projections/default_nes.py
index 0c64e6b..6861678 100644
--- a/nes/nc_projections/default_nes.py
+++ b/nes/nc_projections/default_nes.py
@@ -28,6 +28,7 @@ class Nes(object):
     Attributes
     ----------
     comm : MPI.Communicator.
+        MPI communicator.
     rank : int
         MPI rank.
     master : bool
@@ -1053,8 +1054,7 @@ class Nes(object):
             Statistic to perform. Accepted values: "max", "mean" and "min".
         type_op : str
             Type of statistic to perform. Accepted values: "calendar", "alltsteps", and "withoutt0".
-            - "calendar": Calculate the statistic using the time metadata.
-                It will avoid single time step by day calculations
+            - "calendar": Calculate the statistic using the time metadata. It will avoid single time step by day calculations
             - "alltsteps": Calculate a single time statistic with all the time steps.
             - "withoutt0": Calculate a single time statistic with all the time steps avoiding the first one.
         """
@@ -3601,7 +3601,9 @@ class Nes(object):
             Source Nes object.
         new_levels : List
             New vertical levels.
-        new_src_vertical
+        new_src_vertical : nes.Nes, str
+            Nes object with the vertical information as variable or str with the path to the NetCDF file that contains
+            the vertical data.
         kind : str
             Vertical methods type.
         extrapolate : None, tuple, str
@@ -3609,7 +3611,7 @@ class Nes(object):
         info: None, bool
             Indicates if you want to print extra information.
         overwrite: bool
-            Indicates if you want to compute the vertical interpolation in the same object or not
+            Indicates if you want to compute the vertical interpolation in the same object or not.
         """
 
         return vertical_interpolation.interpolate_vertical(
@@ -3638,9 +3640,9 @@ class Nes(object):
         only_create_wm : bool
             Indicates if you want to only create the Weight Matrix.
         wm : Nes
-            Weight matrix Nes File
+            Weight matrix Nes File.
         flux : bool
-            Indicates if you want to calculate the weight matrix for flux variables
+            Indicates if you want to calculate the weight matrix for flux variables.
         """
         
         return horizontal_interpolation.interpolate_horizontal(
@@ -3660,9 +3662,9 @@ class Nes(object):
         var_list : List or None
             Variables that will be included in the resulting shapefile.
         info : bool
-            Indicates if you want to print the process info
+            Indicates if you want to print the process info.
         apply_bbox : bool
-            Indicates if you want to reduce the shapefile to a bbox
+            Indicates if you want to reduce the shapefile to a bbox.
         """
 
         return spatial_join(self, ext_shp=ext_shp, method=method, var_list=var_list, info=info,
@@ -3677,7 +3679,7 @@ class Nes(object):
         self : nes.Nes
             Source projection Nes Object.
         overwrite : bool
-            Indicates if we want to overwrite the grid area
+            Indicates if we want to overwrite the grid area.
         """
 
         if ('cell_area' not in self.cell_measures.keys()) or (overwrite):
@@ -3726,13 +3728,14 @@ class Nes(object):
 
     def get_fids(self):
         """
-        Obtain the FIDs in a 2D format
+        Obtain the FIDs in a 2D format.
 
         Returns
         -------
         np.array
-            2D array with the FID data
+            2D array with the FID data.
         """
+
         fids = np.arange(self._lat['data'].shape[0] * self._lon['data'].shape[-1])
         fids = fids.reshape((self._lat['data'].shape[0], self._lon['data'].shape[-1]))
         fids = fids[self.write_axis_limits['y_min']:self.write_axis_limits['y_max'],
diff --git a/nes/nes_formats/cams_ra_format.py b/nes/nes_formats/cams_ra_format.py
index d5b8a6b..1c1718a 100644
--- a/nes/nes_formats/cams_ra_format.py
+++ b/nes/nes_formats/cams_ra_format.py
@@ -19,7 +19,7 @@ def to_netcdf_cams_ra(self, path):
     self : nes.Nes
         Source projection Nes Object.
     path : str
-            Path to the output netCDF file.
+        Path to the output netCDF file.
     """
     
     if not isinstance(self, nes.LatLonNes):
diff --git a/nes/nes_formats/cmaq_format.py b/nes/nes_formats/cmaq_format.py
index f27bc77..f715b76 100644
--- a/nes/nes_formats/cmaq_format.py
+++ b/nes/nes_formats/cmaq_format.py
@@ -27,8 +27,9 @@ def to_netcdf_cmaq(self, path, chunking=False, keep_open=False):
     chunking: bool
         Indicates if you want to chunk the output netCDF.
     keep_open : bool
-        Indicates if you want to keep open the NetCDH to fill the data by time-step
+        Indicates if you want to keep open the NetCDH to fill the data by time-step.
     """
+
     self.to_dtype(np.float32)
 
     set_global_attributes(self)
@@ -73,7 +74,9 @@ def change_variable_attributes(self):
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     """
+
     for var_name in self.variables.keys():
 
         if self.variables[var_name]['units'] == 'mol.s-1':
@@ -88,6 +91,7 @@ def change_variable_attributes(self):
         else:
             raise TypeError("The unit '{0}' of specie {1} is not defined correctly. ".format(
                 self.variables[var_name]['units'], var_name) + "Should be 'mol.s-1' or 'g.s-1'")
+    
     return None
 
 
@@ -98,12 +102,14 @@ def to_cmaq_units(self):
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
 
     Returns
     -------
     dict
-        Variable in the MONARCH units
+        Variable in the MONARCH units.
     """
+
     self.calculate_grid_area(overwrite=False)
     for var_name in self.variables.keys():
         if isinstance(self.variables[var_name]['data'], np.ndarray):
@@ -126,17 +132,19 @@ def to_cmaq_units(self):
 
 def create_tflag(self):
     """
-    Create the content of the CMAQ variable TFLAG
+    Create the content of the CMAQ variable TFLAG.
 
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
 
     Returns
     -------
     numpy.ndarray
-        Array with the content of TFLAG
+        Array with the content of TFLAG.
     """
+
     t_flag = np.empty((len(self.time), len(self.variables), 2))
 
     for i_d, aux_date in enumerate(self.time):
@@ -156,12 +164,14 @@ def str_var_list(self):
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
 
     Returns
     -------
     str
         List of variable names transformed on string.
     """
+
     str_var_list = ""
     for var in self.variables.keys():
         str_var_list += "{:<16}".format(var)
@@ -171,12 +181,14 @@ def str_var_list(self):
 
 def set_global_attributes(self):
     """
-    Set the NetCDF global attributes
+    Set the NetCDF global attributes.
 
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     """
+
     now = datetime.now()
     if len(self.time) > 1:
         tstep = ((self.time[1] - self.time[0]).seconds // 3600) * 10000
@@ -270,9 +282,11 @@ def create_dimensions(self, netcdf):
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     netcdf : Dataset
         netcdf4-python open dataset.
     """
+
     netcdf.createDimension('TSTEP', len(self._time))
     netcdf.createDimension('DATE-TIME', 2)
     netcdf.createDimension('LAY', len(self._lev['data']))
@@ -291,6 +305,7 @@ def create_dimension_variables(self, netcdf):
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     netcdf : Dataset
         NetCDF object.
     """
@@ -310,9 +325,11 @@ def create_variables(self, netcdf):
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     netcdf : Dataset
         netcdf4-python open dataset.
     """
+
     for var_name, var_info in self.variables.items():
         var = netcdf.createVariable(var_name, 'f', ('TSTEP', 'LAY', 'ROW', 'COL',),
                                     zlib=self.zip_lvl > 0, complevel=self.zip_lvl)
diff --git a/nes/nes_formats/monarch_format.py b/nes/nes_formats/monarch_format.py
index 0087472..a8f5e24 100644
--- a/nes/nes_formats/monarch_format.py
+++ b/nes/nes_formats/monarch_format.py
@@ -20,7 +20,7 @@ def to_netcdf_monarch(self, path, chunking=False, keep_open=False):
     chunking: bool
         Indicates if you want to chunk the output netCDF.
     keep_open : bool
-        Indicates if you want to keep open the NetCDH to fill the data by time-step
+        Indicates if you want to keep open the NetCDH to fill the data by time-step.
     """
 
     self.to_dtype(np.float32)
@@ -82,17 +82,19 @@ def to_netcdf_monarch(self, path, chunking=False, keep_open=False):
 
 def to_monarch_units(self):
     """
-    Change the data values according to the MONARCH conventions
+    Change the data values according to the MONARCH conventions.
 
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
 
     Returns
     -------
     dict
-        Variable in the MONARCH units
+        Variable in the MONARCH units.
     """
+
     for var_name in self.variables.keys():
         if isinstance(self.variables[var_name]['data'], np.ndarray):
             if self.variables[var_name]['units'] == 'mol.s-1.m-2':
diff --git a/nes/nes_formats/wrf_chem_format.py b/nes/nes_formats/wrf_chem_format.py
index 77bf937..f37a74d 100644
--- a/nes/nes_formats/wrf_chem_format.py
+++ b/nes/nes_formats/wrf_chem_format.py
@@ -35,8 +35,9 @@ def to_netcdf_wrf_chem(self, path, chunking=False, keep_open=False):
     chunking: bool
         Indicates if you want to chunk the output netCDF.
     keep_open : bool
-        Indicates if you want to keep open the NetCDH to fill the data by time-step
+        Indicates if you want to keep open the NetCDH to fill the data by time-step.
     """
+
     self.to_dtype(np.float32)
 
     set_global_attributes(self)
@@ -81,7 +82,9 @@ def change_variable_attributes(self):
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     """
+
     for var_name in self.variables.keys():
         if self.variables[var_name]['units'] == 'mol.h-1.km-2':
             self.variables[var_name]['FieldType'] = np.int32(104)
@@ -111,17 +114,19 @@ def change_variable_attributes(self):
 
 def to_wrf_chem_units(self):
     """
-    Change the data values according to the WRF-CHEM conventions
+    Change the data values according to the WRF-CHEM conventions.
 
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
 
     Returns
     -------
     dict
-        Variable in the MONARCH units
+        Variable in the MONARCH units.
     """
+
     self.calculate_grid_area(overwrite=False)
     for var_name in self.variables.keys():
         if isinstance(self.variables[var_name]['data'], np.ndarray):
@@ -146,17 +151,19 @@ def to_wrf_chem_units(self):
 
 def create_times_var(self):
     """
-    Create the content of the WRF-CHEM variable times
+    Create the content of the WRF-CHEM variable times.
 
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
 
     Returns
     -------
     numpy.ndarray
-        Array with the content of TFLAG
+        Array with the content of TFLAG.
     """
+
     aux_times = np.chararray((len(self.time), 19), itemsize=1)
 
     for i_d, aux_date in enumerate(self.time):
@@ -172,7 +179,9 @@ def set_global_attributes(self):
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     """
+
     now = datetime.now()
     if len(self.time) > 1:
         tstep = ((self.time[1] - self.time[0]).seconds // 3600) * 10000
@@ -316,9 +325,11 @@ def create_dimensions(self, netcdf):
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     netcdf : Dataset
         netcdf4-python open dataset.
     """
+
     netcdf.createDimension('Time', len(self._time))
     netcdf.createDimension('DateStrLen', 19)
     netcdf.createDimension('emissions_zdim', len(self._lev['data']))
@@ -336,6 +347,7 @@ def create_dimension_variables(self, netcdf):
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     netcdf : Dataset
         NetCDF object.
     """
@@ -353,9 +365,11 @@ def create_variables(self, netcdf):
     Parameters
     ----------
     self : nes.Nes
+        Nes Object.
     netcdf : Dataset
         netcdf4-python open dataset.
     """
+
     for var_name, var_info in self.variables.items():
         var = netcdf.createVariable(var_name, 'f', ('Time', 'emissions_zdim', 'south_north', 'west_east',),
                                     zlib=self.zip_lvl > 0, complevel=self.zip_lvl)
-- 
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