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diff --git a/.buildinfo b/.buildinfo
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 # Sphinx build info version 1
 # This file records the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: fe43605d57ebfeffc69915224b02504c
+config: d33b7fcca041084a93d5074f0cdab780
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/.doctrees/_autosummary/deltametrics.cube.BaseCube.doctree b/.doctrees/_autosummary/deltametrics.cube.BaseCube.doctree
diff --git a/.doctrees/_autosummary/deltametrics.cube.DataCube.doctree b/.doctrees/_autosummary/deltametrics.cube.DataCube.doctree
diff --git a/.doctrees/_autosummary/deltametrics.cube.StratigraphyCube.doctree b/.doctrees/_autosummary/deltametrics.cube.StratigraphyCube.doctree
diff --git a/.doctrees/_autosummary/deltametrics.io.BaseIO.doctree b/.doctrees/_autosummary/deltametrics.io.BaseIO.doctree
diff --git a/.doctrees/_autosummary/deltametrics.io.NetCDFIO.doctree b/.doctrees/_autosummary/deltametrics.io.NetCDFIO.doctree
diff --git a/.doctrees/_autosummary/deltametrics.mask.BaseMask.doctree b/.doctrees/_autosummary/deltametrics.mask.BaseMask.doctree
diff --git a/.doctrees/_autosummary/deltametrics.mask.CenterlineMask.doctree b/.doctrees/_autosummary/deltametrics.mask.CenterlineMask.doctree
diff --git a/.doctrees/_autosummary/deltametrics.mask.ChannelMask.doctree b/.doctrees/_autosummary/deltametrics.mask.ChannelMask.doctree
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diff --git a/.doctrees/_autosummary/deltametrics.mobility.calculate_channel_decay.doctree b/.doctrees/_autosummary/deltametrics.mobility.calculate_channel_decay.doctree
diff --git a/.doctrees/_autosummary/deltametrics.mobility.calculate_channelized_response_variance.doctree b/.doctrees/_autosummary/deltametrics.mobility.calculate_channelized_response_variance.doctree
diff --git a/.doctrees/_autosummary/deltametrics.mobility.calculate_planform_overlap.doctree b/.doctrees/_autosummary/deltametrics.mobility.calculate_planform_overlap.doctree
diff --git a/.doctrees/_autosummary/deltametrics.mobility.calculate_reworking_fraction.doctree b/.doctrees/_autosummary/deltametrics.mobility.calculate_reworking_fraction.doctree
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diff --git a/.doctrees/_autosummary/deltametrics.section.BaseSection.doctree b/.doctrees/_autosummary/deltametrics.section.BaseSection.doctree
diff --git a/.doctrees/_autosummary/deltametrics.section.CircularSection.doctree b/.doctrees/_autosummary/deltametrics.section.CircularSection.doctree
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diff --git a/.doctrees/reference/mobility/index.doctree b/.doctrees/reference/mobility/index.doctree
diff --git a/.doctrees/reference/plan/index.doctree b/.doctrees/reference/plan/index.doctree
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diff --git a/_autosummary/deltametrics.cube.BaseCube.html b/_autosummary/deltametrics.cube.BaseCube.html
@@ -358,19 +358,6 @@ <h1>deltametrics.cube.BaseCube<a class="headerlink" href="#deltametrics-cube-bas
 </dd>
 </dl>
 <p class="rubric">Examples</p>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">deltametrics.cube</span> <span class="kn">import</span> <span class="n">StratigraphyCube</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">deltametrics.sample_data.sample_data</span> <span class="kn">import</span> <span class="n">golf</span>
-</pre></div>
-</div>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">golfcube</span> <span class="o">=</span> <span class="n">golf</span><span class="p">()</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">golfstrat</span> <span class="o">=</span> <span class="n">StratigraphyCube</span><span class="o">.</span><span class="n">from_DataCube</span><span class="p">(</span>
-<span class="gp">... </span>    <span class="n">golfcube</span><span class="p">,</span> <span class="n">dz</span><span class="o">=</span><span class="mf">0.1</span><span class="p">)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">golfcube</span><span class="o">.</span><span class="n">quick_show</span><span class="p">(</span><span class="s1">&#39;eta&#39;</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>  <span class="c1"># a Planform (axis=0)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">golfstrat</span><span class="o">.</span><span class="n">quick_show</span><span class="p">(</span><span class="s1">&#39;eta&#39;</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>  <span class="c1"># a DipSection</span>
-</pre></div>
-</div>
 <p>(<a class="reference download internal" download="" href="../_downloads/19729d1ae64f8a3208f5ad06f29361db/deltametrics-cube-BaseCube-1.py"><code class="xref download docutils literal notranslate"><span class="pre">Source</span> <span class="pre">code</span></code></a>, <a class="reference download internal" download="" href="../_downloads/b47ed1d347a90df8ae10287b3a820db2/deltametrics-cube-BaseCube-1.png"><code class="xref download docutils literal notranslate"><span class="pre">png</span></code></a>, <a class="reference download internal" download="" href="../_downloads/baeb04f22ed0fe271e984c539ba23f79/deltametrics-cube-BaseCube-1.hires.png"><code class="xref download docutils literal notranslate"><span class="pre">hires.png</span></code></a>)</p>
 <figure class="align-default">
 <img alt="../_images/deltametrics-cube-BaseCube-1.png" class="plot-directive" src="../_images/deltametrics-cube-BaseCube-1.png" />

diff --git a/_autosummary/deltametrics.cube.DataCube.html b/_autosummary/deltametrics.cube.DataCube.html
@@ -383,19 +383,6 @@ <h1>deltametrics.cube.DataCube<a class="headerlink" href="#deltametrics-cube-dat
 </dd>
 </dl>
 <p class="rubric">Examples</p>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">deltametrics.cube</span> <span class="kn">import</span> <span class="n">StratigraphyCube</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">deltametrics.sample_data.sample_data</span> <span class="kn">import</span> <span class="n">golf</span>
-</pre></div>
-</div>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">golfcube</span> <span class="o">=</span> <span class="n">golf</span><span class="p">()</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">golfstrat</span> <span class="o">=</span> <span class="n">StratigraphyCube</span><span class="o">.</span><span class="n">from_DataCube</span><span class="p">(</span>
-<span class="gp">... </span>    <span class="n">golfcube</span><span class="p">,</span> <span class="n">dz</span><span class="o">=</span><span class="mf">0.1</span><span class="p">)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">golfcube</span><span class="o">.</span><span class="n">quick_show</span><span class="p">(</span><span class="s1">&#39;eta&#39;</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>  <span class="c1"># a Planform (axis=0)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">golfstrat</span><span class="o">.</span><span class="n">quick_show</span><span class="p">(</span><span class="s1">&#39;eta&#39;</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>  <span class="c1"># a DipSection</span>
-</pre></div>
-</div>
 <p>(<a class="reference download internal" download="" href="../_downloads/0a3b34afe18022c9d8cf2bbd582c92f5/deltametrics-cube-DataCube-1.py"><code class="xref download docutils literal notranslate"><span class="pre">Source</span> <span class="pre">code</span></code></a>, <a class="reference download internal" download="" href="../_downloads/e5d3eb2ce37451da3df81d479da6d476/deltametrics-cube-DataCube-1.png"><code class="xref download docutils literal notranslate"><span class="pre">png</span></code></a>, <a class="reference download internal" download="" href="../_downloads/abbb088fd642ff81623cf90979e28dd3/deltametrics-cube-DataCube-1.hires.png"><code class="xref download docutils literal notranslate"><span class="pre">hires.png</span></code></a>)</p>
 <figure class="align-default">
 <img alt="../_images/deltametrics-cube-DataCube-1.png" class="plot-directive" src="../_images/deltametrics-cube-DataCube-1.png" />

diff --git a/_autosummary/deltametrics.cube.StratigraphyCube.html b/_autosummary/deltametrics.cube.StratigraphyCube.html
@@ -411,19 +411,6 @@ <h1>deltametrics.cube.StratigraphyCube<a class="headerlink" href="#deltametrics-
 </dd>
 </dl>
 <p class="rubric">Examples</p>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">deltametrics.cube</span> <span class="kn">import</span> <span class="n">StratigraphyCube</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">deltametrics.sample_data.sample_data</span> <span class="kn">import</span> <span class="n">golf</span>
-</pre></div>
-</div>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">golfcube</span> <span class="o">=</span> <span class="n">golf</span><span class="p">()</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">golfstrat</span> <span class="o">=</span> <span class="n">StratigraphyCube</span><span class="o">.</span><span class="n">from_DataCube</span><span class="p">(</span>
-<span class="gp">... </span>    <span class="n">golfcube</span><span class="p">,</span> <span class="n">dz</span><span class="o">=</span><span class="mf">0.1</span><span class="p">)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">golfcube</span><span class="o">.</span><span class="n">quick_show</span><span class="p">(</span><span class="s1">&#39;eta&#39;</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>  <span class="c1"># a Planform (axis=0)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">golfstrat</span><span class="o">.</span><span class="n">quick_show</span><span class="p">(</span><span class="s1">&#39;eta&#39;</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>  <span class="c1"># a DipSection</span>
-</pre></div>
-</div>
 <p>(<a class="reference download internal" download="" href="../_downloads/cdd03297af7425b9819afc244a7b7291/deltametrics-cube-StratigraphyCube-1.py"><code class="xref download docutils literal notranslate"><span class="pre">Source</span> <span class="pre">code</span></code></a>, <a class="reference download internal" download="" href="../_downloads/4ed55fe68844b5ff1474cdddde314c7e/deltametrics-cube-StratigraphyCube-1.png"><code class="xref download docutils literal notranslate"><span class="pre">png</span></code></a>, <a class="reference download internal" download="" href="../_downloads/574035569e5eac483d8b03a8b0739d1d/deltametrics-cube-StratigraphyCube-1.hires.png"><code class="xref download docutils literal notranslate"><span class="pre">hires.png</span></code></a>)</p>
 <figure class="align-default">
 <img alt="../_images/deltametrics-cube-StratigraphyCube-1.png" class="plot-directive" src="../_images/deltametrics-cube-StratigraphyCube-1.png" />

diff --git a/_autosummary/deltametrics.mask.CenterlineMask.html b/_autosummary/deltametrics.mask.CenterlineMask.html
@@ -52,24 +52,6 @@ <h1>deltametrics.mask.CenterlineMask<a class="headerlink" href="#deltametrics-ma
 <p>A centerline mask object, provides the location of channel centerlines.</p>
 <p class="rubric">Examples</p>
 <p>Initialize the <cite>CenterlineMask</cite> from elevation and flow data:</p>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">deltametrics.mask</span> <span class="kn">import</span> <span class="n">CenterlineMask</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">deltametrics.sample_data.sample_data</span> <span class="kn">import</span> <span class="n">golf</span>
-</pre></div>
-</div>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">golfcube</span> <span class="o">=</span> <span class="n">golf</span><span class="p">()</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">cntmsk</span> <span class="o">=</span> <span class="n">CenterlineMask</span><span class="p">(</span>
-<span class="gp">... </span>    <span class="n">golfcube</span><span class="p">[</span><span class="s1">&#39;eta&#39;</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="p">:,</span> <span class="p">:],</span>
-<span class="gp">... </span>    <span class="n">golfcube</span><span class="p">[</span><span class="s1">&#39;velocity&#39;</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="p">:,</span> <span class="p">:],</span>
-<span class="gp">... </span>    <span class="n">elevation_threshold</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
-<span class="gp">... </span>    <span class="n">flow_threshold</span><span class="o">=</span><span class="mf">0.3</span><span class="p">)</span>
-</pre></div>
-</div>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">4</span><span class="p">))</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">golfcube</span><span class="o">.</span><span class="n">quick_show</span><span class="p">(</span><span class="s1">&#39;eta&#39;</span><span class="p">,</span> <span class="n">idx</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">cntmsk</span><span class="o">.</span><span class="n">show</span><span class="p">(</span><span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
-</pre></div>
-</div>
 <p>(<a class="reference download internal" download="" href="../_downloads/721099b3f579e4a6b8ba9abbd0bd2f38/deltametrics-mask-CenterlineMask-1.py"><code class="xref download docutils literal notranslate"><span class="pre">Source</span> <span class="pre">code</span></code></a>, <a class="reference download internal" download="" href="../_downloads/6a7905ec541bdb672d69386673ff8528/deltametrics-mask-CenterlineMask-1.png"><code class="xref download docutils literal notranslate"><span class="pre">png</span></code></a>, <a class="reference download internal" download="" href="../_downloads/c20d6fe392ce883f3bc55ace882aad3d/deltametrics-mask-CenterlineMask-1.hires.png"><code class="xref download docutils literal notranslate"><span class="pre">hires.png</span></code></a>)</p>
 <figure class="align-default">
 <img alt="../_images/deltametrics-mask-CenterlineMask-1.png" class="plot-directive" src="../_images/deltametrics-mask-CenterlineMask-1.png" />