diff --git a/concept/allocation.html b/concept/allocation.html
index 95fb91754..df3b023d9 100644
--- a/concept/allocation.html
+++ b/concept/allocation.html
@@ -578,7 +578,7 @@ <h2 data-number="4.3" class="anchored" data-anchor-id="the-optimization-constrai
 <section id="example" class="level2" data-number="4.4">
 <h2 data-number="4.4" class="anchored" data-anchor-id="example"><span class="header-section-number">4.4</span> Example</h2>
 <p>The following is an example of an optimization problem for the example shown <a href="../guide/examples.html#model-with-allocation-user-demand">here</a>:</p>
-<div id="648f48d6" class="cell" data-execution_count="1">
+<div id="9309aea0" class="cell" data-execution_count="1">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode julia code-with-copy"><code class="sourceCode julia"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="im">using</span> <span class="bu">Ribasim</span></span>
diff --git a/dev/callstacks.html b/dev/callstacks.html
index b275af15b..1f7d1a893 100644
--- a/dev/callstacks.html
+++ b/dev/callstacks.html
@@ -297,7 +297,7 @@ <h2 id="toc-title">On this page</h2>
 
 <section id="call-stacks" class="level1" data-number="1">
 <h1 data-number="1"><span class="header-section-number">1</span> Call stacks</h1>
-<div id="5b82426c" class="cell" data-execution_count="1">
+<div id="ad7aab4d" class="cell" data-execution_count="1">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode julia code-with-copy"><code class="sourceCode julia"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="im">using</span> <span class="bu">CairoMakie</span></span>
@@ -319,7 +319,7 @@ <h1 data-number="1"><span class="header-section-number">1</span> Call stacks</h1
 <section id="parameter-initialization" class="level2" data-number="1.1">
 <h2 data-number="1.1" class="anchored" data-anchor-id="parameter-initialization"><span class="header-section-number">1.1</span> Parameter initialization</h2>
 <p>Parameter initialization is the process of reading the parameter values from the input files and storing them in data structures for easy access in the core. Most notable here is the convergence of many paths to <code>load_structvector</code> and <code>parse_static_and_time</code>, as these are needed for parameter initialization for most node types.</p>
-<div id="b4a71d97" class="cell" data-execution_count="2">
+<div id="53cd3a45" class="cell" data-execution_count="2">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb2"><pre class="sourceCode julia code-with-copy"><code class="sourceCode julia"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="im">using</span> <span class="bu">SQLite</span></span>
@@ -353,7 +353,7 @@ <h2 data-number="1.1" class="anchored" data-anchor-id="parameter-initialization"
 <section id="water_balance" class="level2" data-number="1.2">
 <h2 data-number="1.2" class="anchored" data-anchor-id="water_balance"><span class="header-section-number">1.2</span> <code>water_balance!</code></h2>
 <p><code>water_balance!</code> is the right hand side function of the system of ODEs that is solved by the Ribasim core (for more details see <a href="../concept/equations.html#formal-model-description">here</a>). The various <code>formulate_flow!</code> methods are for flow rates as determined by different node types.</p>
-<div id="71a95649" class="cell" data-execution_count="3">
+<div id="c8b3012f" class="cell" data-execution_count="3">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb3"><pre class="sourceCode julia code-with-copy"><code class="sourceCode julia"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="im">using</span> <span class="bu">OrdinaryDiffEqCore</span>: get_du</span>
@@ -375,7 +375,7 @@ <h2 data-number="1.2" class="anchored" data-anchor-id="water_balance"><span clas
 <section id="allocation-initialization" class="level2" data-number="1.3">
 <h2 data-number="1.3" class="anchored" data-anchor-id="allocation-initialization"><span class="header-section-number">1.3</span> Allocation initialization</h2>
 <p>In this part of the code the data structures for allocation are set up. Most endpoints in <code>allocation_init.jl</code> set up data structures as defined in <a href="https://jump.dev/JuMP.jl/stable/">JuMP.jl</a>.</p>
-<div id="3609626e" class="cell" data-execution_count="4">
+<div id="68c9448d" class="cell" data-execution_count="4">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb4"><pre class="sourceCode julia code-with-copy"><code class="sourceCode julia"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a>toml_path <span class="op">=</span> <span class="fu">normpath</span>(</span>
@@ -401,7 +401,7 @@ <h2 data-number="1.3" class="anchored" data-anchor-id="allocation-initialization
 <section id="allocation-run" class="level2" data-number="1.4">
 <h2 data-number="1.4" class="anchored" data-anchor-id="allocation-run"><span class="header-section-number">1.4</span> Allocation run</h2>
 <p>Running the allocation algorithm consists of running the optimization itself (which is handled in <code>JuMP.jl</code>), and all Ribasim functions around it are used for communicating data between the optimization problem and the physical layer, as well as gathering output data. Fore more information on the allocation algorithm see <a href="../concept/allocation.html">here</a>.</p>
-<div id="f4ee80fe" class="cell" data-execution_count="5">
+<div id="d77920e5" class="cell" data-execution_count="5">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb5"><pre class="sourceCode julia code-with-copy"><code class="sourceCode julia"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a>model <span class="op">=</span> Ribasim.<span class="fu">Model</span>(toml_path)</span>
@@ -420,7 +420,7 @@ <h2 data-number="1.4" class="anchored" data-anchor-id="allocation-run"><span cla
 <section id="discrete-control" class="level2" data-number="1.5">
 <h2 data-number="1.5" class="anchored" data-anchor-id="discrete-control"><span class="header-section-number">1.5</span> Discrete control</h2>
 <p>Discrete control works by a <a href="https://docs.sciml.ai/DiffEqCallbacks/stable/output_saving/#DiffEqCallbacks.FunctionCallingCallback"><code>FunctionCallingCallback</code></a>, changing parameters when a change in control state is detected (see also <a href="../reference/node/discrete-control.html">here</a>).</p>
-<div id="0d246c20" class="cell" data-execution_count="6">
+<div id="23073cef" class="cell" data-execution_count="6">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb6"><pre class="sourceCode julia code-with-copy"><code class="sourceCode julia"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a>toml_path <span class="op">=</span></span>
@@ -444,7 +444,7 @@ <h2 data-number="1.5" class="anchored" data-anchor-id="discrete-control"><span c
 <section id="writing-output" class="level2" data-number="1.6">
 <h2 data-number="1.6" class="anchored" data-anchor-id="writing-output"><span class="header-section-number">1.6</span> Writing output</h2>
 <p>Writing output (currently) happens only after the full simulation is finished. For more information on the different output tables see <a href="../reference/usage.html#results">here</a>.</p>
-<div id="dfbf1b01" class="cell" data-execution_count="7">
+<div id="bded32bf" class="cell" data-execution_count="7">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb7"><pre class="sourceCode julia code-with-copy"><code class="sourceCode julia"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a>toml_path <span class="op">=</span> <span class="fu">normpath</span>(<span class="pp">@__DIR__</span>, <span class="st">"../../generated_testmodels/basic_transient/ribasim.toml"</span>)</span>
@@ -899,7 +899,7 @@ <h2 data-number="1.6" class="anchored" data-anchor-id="writing-output"><span cla
   </div>
 </nav>
 </div> <!-- /content -->
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+<script>var lightboxQuarto = GLightbox({"closeEffect":"zoom","selector":".lightbox","descPosition":"bottom","openEffect":"zoom","loop":false});
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diff --git a/guide/delwaq.html b/guide/delwaq.html
index 62655f1ab..b520a66c9 100644
--- a/guide/delwaq.html
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@@ -890,35 +890,35 @@ <h2 data-number="1" class="anchored" data-anchor-id="parsing-the-results"><span
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+<pre><code>{'UserDemand', 'Foo', 'Precipitation', 'Continuity', 'LevelBoundary', 'FlowBoundary', 'Cl', 'Initial', 'Tracer', 'Drainage', 'Terminal', 'Bar'}</code></pre>
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 <div class="cell-output cell-output-display" data-execution_count="12">
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 <td>2020-01-03 00:00:00</td>
 <td>9</td>
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 <td>2020-01-03 00:00:00</td>
 <td>9</td>
-<td>0.913229</td>
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+<td>Precipitation</td>
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 <tr class="even">
 <td data-quarto-table-cell-role="th">4403</td>
 <td>2020-01-03 00:00:00</td>
 <td>9</td>
-<td>0.0</td>
-<td>Terminal</td>
+<td>1.0</td>
+<td>Continuity</td>
 </tr>
 <tr class="odd">
 <td data-quarto-table-cell-role="th">5867</td>
 <td>2020-01-03 00:00:00</td>
 <td>9</td>
-<td>31.049776</td>
-<td>Cl</td>
+<td>0.913229</td>
+<td>LevelBoundary</td>
 </tr>
 <tr class="even">
 <td data-quarto-table-cell-role="th">7331</td>
 <td>2020-01-03 00:00:00</td>
 <td>9</td>
-<td>0.0</td>
-<td>UserDemand</td>
+<td>0.04955</td>
+<td>FlowBoundary</td>
 </tr>
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 <td>2020-01-03 00:00:00</td>
 <td>9</td>
-<td>0.04955</td>
-<td>FlowBoundary</td>
+<td>31.049776</td>
+<td>Cl</td>
 </tr>
 <tr class="even">
 <td data-quarto-table-cell-role="th">10259</td>
 <td>2020-01-03 00:00:00</td>
 <td>9</td>
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+<td>0.0078</td>
+<td>Initial</td>
 </tr>
 <tr class="odd">
 <td data-quarto-table-cell-role="th">11723</td>
@@ -1312,22 +1312,22 @@ <h2 data-number="1" class="anchored" data-anchor-id="parsing-the-results"><span
 <td data-quarto-table-cell-role="th">13187</td>
 <td>2020-01-03 00:00:00</td>
 <td>9</td>
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-<td>Bar</td>
+<td>0.0</td>
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 <td data-quarto-table-cell-role="th">14651</td>
 <td>2020-01-03 00:00:00</td>
 <td>9</td>
-<td>0.002296</td>
-<td>Foo</td>
+<td>0.0</td>
+<td>Terminal</td>
 </tr>
 <tr class="even">
 <td data-quarto-table-cell-role="th">16115</td>
 <td>2020-01-03 00:00:00</td>
 <td>9</td>
-<td>1.0</td>
-<td>Continuity</td>
+<td>0.04955</td>
+<td>Bar</td>
 </tr>
 </tbody>
 </table>
diff --git a/reference/node/basin.html b/reference/node/basin.html
index 689e0a23e..d0e6bc1aa 100644
--- a/reference/node/basin.html
+++ b/reference/node/basin.html
@@ -476,7 +476,7 @@ <h2 data-number="1.2" class="anchored" data-anchor-id="time"><span class="header
 <section id="interpolation" class="level3" data-number="1.2.1">
 <h3 data-number="1.2.1" class="anchored" data-anchor-id="interpolation"><span class="header-section-number">1.2.1</span> Interpolation</h3>
 <p>At the given timestamps the values are set in the simulation, such that the timeseries can be seen as forward filled.</p>
-<div id="211ae02c" class="cell" data-execution_count="1">
+<div id="8770b795" class="cell" data-execution_count="1">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> numpy <span class="im">as</span> np</span>
@@ -675,7 +675,7 @@ <h3 data-number="1.4.1" class="anchored" data-anchor-id="interpolation-1"><span
 <section id="level-to-area" class="level4" data-number="1.4.1.1">
 <h4 data-number="1.4.1.1" class="anchored" data-anchor-id="level-to-area"><span class="header-section-number">1.4.1.1</span> Level to area</h4>
 <p>The level to area relationship is defined with the <code>Basin / profile</code> data using linear interpolation. An example of such a relationship is shown below.</p>
-<div id="a9f2cd40" class="cell" data-execution_count="2">
+<div id="08cb4d9a" class="cell" data-execution_count="2">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a>fig, ax <span class="op">=</span> plt.subplots()</span>
@@ -758,7 +758,7 @@ <h4 data-number="1.4.1.2" class="anchored" data-anchor-id="level-to-storage"><sp
 <p><span class="math display">\[
     S(h) = \int_{h_0}^h A(h')\text{d}h'.
 \]</span></p>
-<div id="900cd2ad" class="cell" data-execution_count="3">
+<div id="93ebacb3" class="cell" data-execution_count="3">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a>storage <span class="op">=</span> np.diff(level) <span class="op">*</span> area[:<span class="op">-</span><span class="dv">1</span>] <span class="op">+</span> <span class="fl">0.5</span> <span class="op">*</span> np.diff(area) <span class="op">*</span> np.diff(level)</span>
@@ -803,7 +803,7 @@ <h4 data-number="1.4.1.2" class="anchored" data-anchor-id="level-to-storage"><sp
 <section id="interactive-basin-example" class="level4" data-number="1.4.1.3">
 <h4 data-number="1.4.1.3" class="anchored" data-anchor-id="interactive-basin-example"><span class="header-section-number">1.4.1.3</span> Interactive basin example</h4>
 <p>The profile data is not detailed enough to create a full 3D picture of the basin. However, if we assume the profile data is for a stretch of canal of given length, the following plot shows a cross section of the basin.</p>
-<div id="100f0065" class="cell" data-execution_count="4">
+<div id="cc0cdcfe" class="cell" data-execution_count="4">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> plotly.graph_objects <span class="im">as</span> go</span>
@@ -918,9 +918,9 @@ <h4 data-number="1.4.1.3" class="anchored" data-anchor-id="interactive-basin-exa
 <span id="cb5-110"><a href="#cb5-110" aria-hidden="true" tabindex="-1"></a>fig.show()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </details>
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66.31"}],"label":"1.87","method":"update"},{"args":[{"x":[[-20.58077676239101,-13.597153906819115,-8.380843877230028,8.380843877230028,13.597153906819115,20.58077676239101],[20.58077676239101,27.564399617962906],[-20.58077676239101,-27.564399617962906],[-27.088794457122134,27.088794457122134],[-27.088794457122134,-13.597153906819115,-8.380843877230028,8.380843877230028,13.597153906819115,27.088794457122134]],"y":[[1.1392329963556493,0.33848842768011256,0.14038693859523377,0.14038693859523377,0.33848842768011256,1.1392329963556493],[1.1392329963556493,1.9399775650311861],[1.1392329963556493,1.9399775650311861],[1.8854445157452484,1.8854445157452484],[1.8854445157452484,0.33848842768011256,0.14038693859523377,0.14038693859523377,0.33848842768011256,1.8854445157452484]]},{"title":"Interactive water level \u003cbr\u003e Area: 54.18, Storage: 67.29"}],"label":"1.89","method":"update"},{"args":[{"x":[[-20.58077676239101,-13.597153906819115,-8.380843877230028,8.380843877230028,13.597153906819115,20.58077676239101],[20.58077676239101,27.564399617962906],[-20.58077676239101,-27.564399617962906],[-27.247329510735725,27.247329510735725],[-27.247329510735725,-13.597153906819115,-8.380843877230028,8.380843877230028,13.597153906819115,27.247329510735725]],"y":[[1.1392329963556493,0.33848842768011256,0.14038693859523377,0.14038693859523377,0.33848842768011256,1.1392329963556493],[1.1392329963556493,1.9399775650311861],[1.1392329963556493,1.9399775650311861],[1.9036221988405608,1.9036221988405608],[1.9036221988405608,0.33848842768011256,0.14038693859523377,0.14038693859523377,0.33848842768011256,1.9036221988405608]]},{"title":"Interactive water level \u003cbr\u003e Area: 54.49, Storage: 68.28"}],"label":"1.9","method":"update"},{"args":[{"x":[[-20.58077676239101,-13.597153906819115,-8.380843877230028,8.380843877230028,13.597153906819115,20.58077676239101],[20.58077676239101,27.564399617962906],[-20.58077676239101,-27.564399617962906],[-27.40586456434932,27.40586456434932],[-27.40586456434932,-13.597153906819115,-8.380843877230028,8.380843877230028,13.597153906819115,27.40586456434932]],"y":[[1.1392329963556493,0.33848842768011256,0.14038693859523377,0.14038693859523377,0.33848842768011256,1.1392329963556493],[1.1392329963556493,1.9399775650311861],[1.1392329963556493,1.9399775650311861],[1.9217998819358737,1.9217998819358737],[1.9217998819358737,0.33848842768011256,0.14038693859523377,0.14038693859523377,0.33848842768011256,1.9217998819358737]]},{"title":"Interactive water level \u003cbr\u003e Area: 54.81, Storage: 69.27"}],"label":"1.92","method":"update"},{"args":[{"x":[[-20.58077676239101,-13.597153906819115,-8.380843877230028,8.380843877230028,13.597153906819115,20.58077676239101],[20.58077676239101,27.564399617962906],[-20.58077676239101,-27.564399617962906],[-27.56439961796291,27.56439961796291],[-27.56439961796291,-13.597153906819115,-8.380843877230028,8.380843877230028,13.597153906819115,27.56439961796291]],"y":[[1.1392329963556493,0.33848842768011256,0.14038693859523377,0.14038693859523377,0.33848842768011256,1.1392329963556493],[1.1392329963556493,1.9399775650311861],[1.1392329963556493,1.9399775650311861],[1.9399775650311861,1.9399775650311861],[1.9399775650311861,0.33848842768011256,0.14038693859523377,0.14038693859523377,0.33848842768011256,1.9399775650311861]]},{"title":"Interactive water level \u003cbr\u003e Area: 55.13, Storage: 70.27"}],"label":"1.94","method":"update"}]}]},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('33961e0e-c0db-4464-a788-aef0e4cbee2e');
+var gd = document.getElementById('404b45d1-80ab-4723-b6b1-b07f4cddad33');
 var x = new MutationObserver(function (mutations, observer) {{
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@@ -1221,7 +1221,7 @@ <h2 data-number="2.1" class="anchored" data-anchor-id="sec-reduction-factor"><sp
     \end{cases}
 \end{align}\]</span></p>
 <p>Here <span class="math inline">\(p &gt; 0\)</span> is the threshold value which determines the interval <span class="math inline">\([0,p]\)</span> of the smooth transition between <span class="math inline">\(0\)</span> and <span class="math inline">\(1\)</span>, see the plot below.</p>
-<div id="55e5bb05" class="cell" data-execution_count="5">
+<div id="70a65e2d" class="cell" data-execution_count="5">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb6"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> numpy <span class="im">as</span> np</span>
diff --git a/reference/node/discrete-control.html b/reference/node/discrete-control.html
index b2e090830..a18cbb733 100644
--- a/reference/node/discrete-control.html
+++ b/reference/node/discrete-control.html
@@ -383,7 +383,7 @@ <h1 class="title">DiscreteControl</h1>
 
 
 <p>Set parameters of other nodes based on model state conditions (e.g.&nbsp;Basin level). The table below shows which parameters are controllable for a given node type.</p>
-<div id="c5cb04f5" class="cell" data-execution_count="1">
+<div id="1fccc2f1" class="cell" data-execution_count="1">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode julia code-with-copy"><code class="sourceCode julia"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="im">using</span> <span class="bu">Ribasim</span></span>
diff --git a/reference/node/manning-resistance.html b/reference/node/manning-resistance.html
index b48532b50..bcf4c47a6 100644
--- a/reference/node/manning-resistance.html
+++ b/reference/node/manning-resistance.html
@@ -540,7 +540,7 @@ <h1 data-number="2"><span class="header-section-number">2</span> Equations</h1>
   \end{cases}
 \end{align}
 \]</span></p>
-<div id="8c865831" class="cell" data-execution_count="1">
+<div id="4228c728" class="cell" data-execution_count="1">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> numpy <span class="im">as</span> np</span>
diff --git a/reference/node/tabulated-rating-curve.html b/reference/node/tabulated-rating-curve.html
index 21bfbb2c5..6ead2f274 100644
--- a/reference/node/tabulated-rating-curve.html
+++ b/reference/node/tabulated-rating-curve.html
@@ -480,7 +480,7 @@ <h2 data-number="1.1" class="anchored" data-anchor-id="static"><span class="head
 <section id="interpolation" class="level3" data-number="1.1.1">
 <h3 data-number="1.1.1" class="anchored" data-anchor-id="interpolation"><span class="header-section-number">1.1.1</span> Interpolation</h3>
 <p>The <span class="math inline">\(Q(h)\)</span> relationship of a tabulated rating curve is defined as a linear interpolation.</p>
-<div id="6cc5246d" class="cell" data-execution_count="1">
+<div id="3e1b3434" class="cell" data-execution_count="1">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> numpy <span class="im">as</span> np</span>
diff --git a/reference/test-models.html b/reference/test-models.html
index a9ecc9e65..70b153def 100644
--- a/reference/test-models.html
+++ b/reference/test-models.html
@@ -343,7 +343,7 @@ <h1 class="title">Test models</h1>
 
 
 <p>Ribasim developers use the following models in their testbench and in order to test new features.</p>
-<div id="6d4d4361" class="cell" data-execution_count="1">
+<div id="bd74d415" class="cell" data-execution_count="1">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> ribasim_testmodels</span>
diff --git a/reference/validation.html b/reference/validation.html
index d27a35b20..229004b49 100644
--- a/reference/validation.html
+++ b/reference/validation.html
@@ -353,7 +353,7 @@ <h1 class="title">Validation</h1>
 <section id="connectivity" class="level1" data-number="1">
 <h1 data-number="1"><span class="header-section-number">1</span> Connectivity</h1>
 <p>In the table below, each column shows which node types are allowed to be downstream (or ‘down-control’) of the node type at the top of the column.</p>
-<div id="a76ac4e9" class="cell" data-execution_count="1">
+<div id="2253ba2e" class="cell" data-execution_count="1">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode julia code-with-copy"><code class="sourceCode julia"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="im">using</span> <span class="bu">Ribasim</span></span>
@@ -703,7 +703,7 @@ <h1 data-number="1"><span class="header-section-number">1</span> Connectivity</h
 <section id="neighbor-amounts" class="level1" data-number="2">
 <h1 data-number="2"><span class="header-section-number">2</span> Neighbor amounts</h1>
 <p>The table below shows for each node type between which bounds the amount of in- and outneighbors must be, for both flow and control edges.</p>
-<div id="8b12b7d6" class="cell" data-execution_count="2">
+<div id="262e0c5d" class="cell" data-execution_count="2">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb2"><pre class="sourceCode julia code-with-copy"><code class="sourceCode julia"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a>flow_in_min <span class="op">=</span> <span class="fu">Vector</span><span class="dt">{String}</span>()</span>
diff --git a/search.json b/search.json
index ab31f2055..db59f20d1 100644
--- a/search.json
+++ b/search.json
@@ -674,7 +674,7 @@
     "href": "guide/delwaq.html#parsing-the-results",
     "title": "Ribasim Delwaq coupling",
     "section": "1 Parsing the results",
-    "text": "1 Parsing the results\nWith Delwaq having run, we can now parse the results using ribasim.delwaq.parse. This function requires the graph and substances variables that were output by ribasim.delwaq.generate, as well as the path to the results folder of the Delwaq simulation.\n\nfrom ribasim.delwaq import parse\n\nnmodel = parse(toml_path, graph, substances, output_folder=output_path)\n\nThe parsed model is identical to the Ribasim model, with the exception of the added concentration_external table that contains all tracer results from Delwaq.\n\ndisplay(nmodel.basin.concentration_external)\nprint(substances)\nt = nmodel.basin.concentration_external.df\nt[t.time == t.time.unique()[2]]\n\nBasin / concentration_external\n\n\n\n\n\n\ntime\nnode_id\nconcentration\nsubstance\n\n\nfid\n\n\n\n\n\n\n\n\n0\n2020-01-01 00:00:00\n1\n0.0\nDrainage\n\n\n1464\n2020-01-01 00:00:00\n1\n1.0\nInitial\n\n\n2928\n2020-01-01 00:00:00\n1\n0.0\nLevelBoundary\n\n\n4392\n2020-01-01 00:00:00\n1\n0.0\nTerminal\n\n\n5856\n2020-01-01 00:00:00\n1\n0.0\nCl\n\n\n...\n...\n...\n...\n...\n\n\n11711\n2020-12-31 00:00:00\n9\n0.330137\nPrecipitation\n\n\n13175\n2020-12-31 00:00:00\n9\n0.970239\nTracer\n\n\n14639\n2020-12-31 00:00:00\n9\n0.509381\nBar\n\n\n16103\n2020-12-31 00:00:00\n9\n0.010949\nFoo\n\n\n17567\n2020-12-31 00:00:00\n9\n0.999999\nContinuity\n\n\n\n\n17568 rows × 4 columns\n\n\n\n{'Drainage', 'Initial', 'LevelBoundary', 'Terminal', 'Cl', 'UserDemand', 'FlowBoundary', 'Precipitation', 'Tracer', 'Bar', 'Foo', 'Continuity'}\n\n\n\n\n\n\n\n\n\ntime\nnode_id\nconcentration\nsubstance\n\n\nfid\n\n\n\n\n\n\n\n\n8\n2020-01-03 00:00:00\n1\n0.0\nDrainage\n\n\n1472\n2020-01-03 00:00:00\n1\n0.044259\nInitial\n\n\n2936\n2020-01-03 00:00:00\n1\n0.034251\nLevelBoundary\n\n\n4400\n2020-01-03 00:00:00\n1\n0.0\nTerminal\n\n\n5864\n2020-01-03 00:00:00\n1\n1.164538\nCl\n\n\n7328\n2020-01-03 00:00:00\n1\n0.0\nUserDemand\n\n\n8792\n2020-01-03 00:00:00\n1\n0.744403\nFlowBoundary\n\n\n10256\n2020-01-03 00:00:00\n1\n0.177087\nPrecipitation\n\n\n11720\n2020-01-03 00:00:00\n1\n0.92149\nTracer\n\n\n13184\n2020-01-03 00:00:00\n1\n0.0\nBar\n\n\n14648\n2020-01-03 00:00:00\n1\n0.034251\nFoo\n\n\n16112\n2020-01-03 00:00:00\n1\n1.0\nContinuity\n\n\n9\n2020-01-03 00:00:00\n3\n0.0\nDrainage\n\n\n1473\n2020-01-03 00:00:00\n3\n0.029275\nInitial\n\n\n2937\n2020-01-03 00:00:00\n3\n0.851086\nLevelBoundary\n\n\n4401\n2020-01-03 00:00:00\n3\n0.0\nTerminal\n\n\n5865\n2020-01-03 00:00:00\n3\n28.936922\nCl\n\n\n7329\n2020-01-03 00:00:00\n3\n0.0\nUserDemand\n\n\n8793\n2020-01-03 00:00:00\n3\n0.0\nFlowBoundary\n\n\n10257\n2020-01-03 00:00:00\n3\n0.119639\nPrecipitation\n\n\n11721\n2020-01-03 00:00:00\n3\n0.119639\nTracer\n\n\n13185\n2020-01-03 00:00:00\n3\n0.0\nBar\n\n\n14649\n2020-01-03 00:00:00\n3\n0.851086\nFoo\n\n\n16113\n2020-01-03 00:00:00\n3\n1.0\nContinuity\n\n\n10\n2020-01-03 00:00:00\n6\n0.0\nDrainage\n\n\n1474\n2020-01-03 00:00:00\n6\n0.032499\nInitial\n\n\n2938\n2020-01-03 00:00:00\n6\n0.03994\nLevelBoundary\n\n\n4402\n2020-01-03 00:00:00\n6\n0.0\nTerminal\n\n\n5866\n2020-01-03 00:00:00\n6\n1.357952\nCl\n\n\n7330\n2020-01-03 00:00:00\n6\n0.0\nUserDemand\n\n\n8794\n2020-01-03 00:00:00\n6\n0.748699\nFlowBoundary\n\n\n10258\n2020-01-03 00:00:00\n6\n0.178862\nPrecipitation\n\n\n11722\n2020-01-03 00:00:00\n6\n0.927561\nTracer\n\n\n13186\n2020-01-03 00:00:00\n6\n0.748699\nBar\n\n\n14650\n2020-01-03 00:00:00\n6\n0.03994\nFoo\n\n\n16114\n2020-01-03 00:00:00\n6\n1.0\nContinuity\n\n\n11\n2020-01-03 00:00:00\n9\n0.0\nDrainage\n\n\n1475\n2020-01-03 00:00:00\n9\n0.0078\nInitial\n\n\n2939\n2020-01-03 00:00:00\n9\n0.913229\nLevelBoundary\n\n\n4403\n2020-01-03 00:00:00\n9\n0.0\nTerminal\n\n\n5867\n2020-01-03 00:00:00\n9\n31.049776\nCl\n\n\n7331\n2020-01-03 00:00:00\n9\n0.0\nUserDemand\n\n\n8795\n2020-01-03 00:00:00\n9\n0.04955\nFlowBoundary\n\n\n10259\n2020-01-03 00:00:00\n9\n0.029421\nPrecipitation\n\n\n11723\n2020-01-03 00:00:00\n9\n0.078971\nTracer\n\n\n13187\n2020-01-03 00:00:00\n9\n0.04955\nBar\n\n\n14651\n2020-01-03 00:00:00\n9\n0.002296\nFoo\n\n\n16115\n2020-01-03 00:00:00\n9\n1.0\nContinuity\n\n\n\n\n\n\n\nWe can use this table to plot the results of the Delwaq model, both spatially as over time.\n\nfrom ribasim.delwaq import plot_fraction\n\nplot_fraction(nmodel, 1)  # default tracers, should add up to 1\nplot_fraction(nmodel, 9, [\"Foo\", \"Bar\"])  # custom tracers\nplot_fraction(nmodel, 9, [\"Continuity\"])  # mass balance check\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nfrom ribasim.delwaq import plot_spatial\n\nplot_spatial(nmodel, \"Bar\")\nplot_spatial(nmodel, \"Foo\", versus=\"Bar\")  # ratio of Meuse to Rhine",
+    "text": "1 Parsing the results\nWith Delwaq having run, we can now parse the results using ribasim.delwaq.parse. This function requires the graph and substances variables that were output by ribasim.delwaq.generate, as well as the path to the results folder of the Delwaq simulation.\n\nfrom ribasim.delwaq import parse\n\nnmodel = parse(toml_path, graph, substances, output_folder=output_path)\n\nThe parsed model is identical to the Ribasim model, with the exception of the added concentration_external table that contains all tracer results from Delwaq.\n\ndisplay(nmodel.basin.concentration_external)\nprint(substances)\nt = nmodel.basin.concentration_external.df\nt[t.time == t.time.unique()[2]]\n\nBasin / concentration_external\n\n\n\n\n\n\ntime\nnode_id\nconcentration\nsubstance\n\n\nfid\n\n\n\n\n\n\n\n\n0\n2020-01-01 00:00:00\n1\n0.0\nUserDemand\n\n\n1464\n2020-01-01 00:00:00\n1\n0.0\nFoo\n\n\n2928\n2020-01-01 00:00:00\n1\n0.0\nPrecipitation\n\n\n4392\n2020-01-01 00:00:00\n1\n1.0\nContinuity\n\n\n5856\n2020-01-01 00:00:00\n1\n0.0\nLevelBoundary\n\n\n...\n...\n...\n...\n...\n\n\n11711\n2020-12-31 00:00:00\n9\n0.000108\nInitial\n\n\n13175\n2020-12-31 00:00:00\n9\n0.970239\nTracer\n\n\n14639\n2020-12-31 00:00:00\n9\n0.0\nDrainage\n\n\n16103\n2020-12-31 00:00:00\n9\n0.0\nTerminal\n\n\n17567\n2020-12-31 00:00:00\n9\n0.509381\nBar\n\n\n\n\n17568 rows × 4 columns\n\n\n\n{'UserDemand', 'Foo', 'Precipitation', 'Continuity', 'LevelBoundary', 'FlowBoundary', 'Cl', 'Initial', 'Tracer', 'Drainage', 'Terminal', 'Bar'}\n\n\n\n\n\n\n\n\n\ntime\nnode_id\nconcentration\nsubstance\n\n\nfid\n\n\n\n\n\n\n\n\n8\n2020-01-03 00:00:00\n1\n0.0\nUserDemand\n\n\n1472\n2020-01-03 00:00:00\n1\n0.034251\nFoo\n\n\n2936\n2020-01-03 00:00:00\n1\n0.177087\nPrecipitation\n\n\n4400\n2020-01-03 00:00:00\n1\n1.0\nContinuity\n\n\n5864\n2020-01-03 00:00:00\n1\n0.034251\nLevelBoundary\n\n\n7328\n2020-01-03 00:00:00\n1\n0.744403\nFlowBoundary\n\n\n8792\n2020-01-03 00:00:00\n1\n1.164538\nCl\n\n\n10256\n2020-01-03 00:00:00\n1\n0.044259\nInitial\n\n\n11720\n2020-01-03 00:00:00\n1\n0.92149\nTracer\n\n\n13184\n2020-01-03 00:00:00\n1\n0.0\nDrainage\n\n\n14648\n2020-01-03 00:00:00\n1\n0.0\nTerminal\n\n\n16112\n2020-01-03 00:00:00\n1\n0.0\nBar\n\n\n9\n2020-01-03 00:00:00\n3\n0.0\nUserDemand\n\n\n1473\n2020-01-03 00:00:00\n3\n0.851086\nFoo\n\n\n2937\n2020-01-03 00:00:00\n3\n0.119639\nPrecipitation\n\n\n4401\n2020-01-03 00:00:00\n3\n1.0\nContinuity\n\n\n5865\n2020-01-03 00:00:00\n3\n0.851086\nLevelBoundary\n\n\n7329\n2020-01-03 00:00:00\n3\n0.0\nFlowBoundary\n\n\n8793\n2020-01-03 00:00:00\n3\n28.936922\nCl\n\n\n10257\n2020-01-03 00:00:00\n3\n0.029275\nInitial\n\n\n11721\n2020-01-03 00:00:00\n3\n0.119639\nTracer\n\n\n13185\n2020-01-03 00:00:00\n3\n0.0\nDrainage\n\n\n14649\n2020-01-03 00:00:00\n3\n0.0\nTerminal\n\n\n16113\n2020-01-03 00:00:00\n3\n0.0\nBar\n\n\n10\n2020-01-03 00:00:00\n6\n0.0\nUserDemand\n\n\n1474\n2020-01-03 00:00:00\n6\n0.03994\nFoo\n\n\n2938\n2020-01-03 00:00:00\n6\n0.178862\nPrecipitation\n\n\n4402\n2020-01-03 00:00:00\n6\n1.0\nContinuity\n\n\n5866\n2020-01-03 00:00:00\n6\n0.03994\nLevelBoundary\n\n\n7330\n2020-01-03 00:00:00\n6\n0.748699\nFlowBoundary\n\n\n8794\n2020-01-03 00:00:00\n6\n1.357952\nCl\n\n\n10258\n2020-01-03 00:00:00\n6\n0.032499\nInitial\n\n\n11722\n2020-01-03 00:00:00\n6\n0.927561\nTracer\n\n\n13186\n2020-01-03 00:00:00\n6\n0.0\nDrainage\n\n\n14650\n2020-01-03 00:00:00\n6\n0.0\nTerminal\n\n\n16114\n2020-01-03 00:00:00\n6\n0.748699\nBar\n\n\n11\n2020-01-03 00:00:00\n9\n0.0\nUserDemand\n\n\n1475\n2020-01-03 00:00:00\n9\n0.002296\nFoo\n\n\n2939\n2020-01-03 00:00:00\n9\n0.029421\nPrecipitation\n\n\n4403\n2020-01-03 00:00:00\n9\n1.0\nContinuity\n\n\n5867\n2020-01-03 00:00:00\n9\n0.913229\nLevelBoundary\n\n\n7331\n2020-01-03 00:00:00\n9\n0.04955\nFlowBoundary\n\n\n8795\n2020-01-03 00:00:00\n9\n31.049776\nCl\n\n\n10259\n2020-01-03 00:00:00\n9\n0.0078\nInitial\n\n\n11723\n2020-01-03 00:00:00\n9\n0.078971\nTracer\n\n\n13187\n2020-01-03 00:00:00\n9\n0.0\nDrainage\n\n\n14651\n2020-01-03 00:00:00\n9\n0.0\nTerminal\n\n\n16115\n2020-01-03 00:00:00\n9\n0.04955\nBar\n\n\n\n\n\n\n\nWe can use this table to plot the results of the Delwaq model, both spatially as over time.\n\nfrom ribasim.delwaq import plot_fraction\n\nplot_fraction(nmodel, 1)  # default tracers, should add up to 1\nplot_fraction(nmodel, 9, [\"Foo\", \"Bar\"])  # custom tracers\nplot_fraction(nmodel, 9, [\"Continuity\"])  # mass balance check\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nfrom ribasim.delwaq import plot_spatial\n\nplot_spatial(nmodel, \"Bar\")\nplot_spatial(nmodel, \"Foo\", versus=\"Bar\")  # ratio of Meuse to Rhine",
     "crumbs": [
       "How-to guides",
       "Coupling guides",
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 <span id="cb11-14"><a href="#cb11-14" aria-hidden="true" tabindex="-1"></a>fig.update_layout(legend_title_text<span class="op">=</span><span class="st">"Edge"</span>)</span>
 <span id="cb11-15"><a href="#cb11-15" aria-hidden="true" tabindex="-1"></a>fig.show()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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diff --git a/tutorial/reservoir.html b/tutorial/reservoir.html
index 3618a9b51..768374093 100644
--- a/tutorial/reservoir.html
+++ b/tutorial/reservoir.html
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