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<h1>Three experimental datasets from two water sediment systems and one soil</h1>
<div class="hidden name"><code>test_data_from_UBA_2014.Rd</code></div>
</div>
<div class="ref-description">
<p>The datasets were used for the comparative validation of several kinetic evaluation
software packages (Ranke, 2014).</p>
</div>
<div id="ref-usage">
<div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">test_data_from_UBA_2014</span></span></code></pre></div>
</div>
<div id="format">
<h2>Format</h2>
<p>A list containing three datasets as an R6 class defined by <code><a href="mkinds.html">mkinds</a></code>.
Each dataset has, among others, the following components</p><dl><dt><code>title</code></dt>
<dd><p>The name of the dataset, e.g. <code>UBA_2014_WS_river</code></p></dd>
<dt><code>data</code></dt>
<dd><p>A data frame with the data in the form expected by <code><a href="mkinfit.html">mkinfit</a></code></p></dd>
</dl></div>
<div id="source">
<h2>Source</h2>
<p>Ranke (2014) Prüfung und Validierung von Modellierungssoftware als Alternative
zu ModelMaker 4.0, Umweltbundesamt Projektnummer 27452</p>
</div>
<div id="ref-examples">
<h2>Examples</h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span> <span class="co"># \dontrun{</span></span></span>
<span class="r-in"><span> <span class="co"># This is a level P-II evaluation of the dataset according to the FOCUS kinetics</span></span></span>
<span class="r-in"><span> <span class="co"># guidance. Due to the strong correlation of the parameter estimates, the</span></span></span>
<span class="r-in"><span> <span class="co"># covariance matrix is not returned. Note that level P-II evaluations are</span></span></span>
<span class="r-in"><span> <span class="co"># generally considered deprecated due to the frequent occurrence of such</span></span></span>
<span class="r-in"><span> <span class="co"># large parameter correlations, among other reasons (e.g. the adequacy of the</span></span></span>
<span class="r-in"><span> <span class="co"># model).</span></span></span>
<span class="r-in"><span> <span class="va">m_ws</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent_w <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"parent_s"</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> parent_s <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"parent_w"</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#></span> Temporary DLL for differentials generated and loaded</span>
<span class="r-in"><span> <span class="va">f_river</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">m_ws</span>, <span class="va">test_data_from_UBA_2014</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span><span class="op">$</span><span class="va">data</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span>
<span class="r-in"><span> <span class="fu"><a href="plot.mkinfit.html">plot_sep</a></span><span class="op">(</span><span class="va">f_river</span><span class="op">)</span></span></span>
<span class="r-plt img"><img src="test_data_from_UBA_2014-1.png" alt="" width="700" height="433"></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/pkg/saemix/man/summary-methods.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">f_river</span><span class="op">)</span><span class="op">$</span><span class="va">bpar</span></span></span>
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Could not calculate correlation; no covariance matrix</span>
<span class="r-out co"><span class="r-pr">#></span> Estimate se_notrans t value Pr(>t) Lower Upper</span>
<span class="r-out co"><span class="r-pr">#></span> parent_w_0 95.91998118 NA NA NA NA NA</span>
<span class="r-out co"><span class="r-pr">#></span> k_parent_w 0.41145375 NA NA NA NA NA</span>
<span class="r-out co"><span class="r-pr">#></span> k_parent_s 0.04663944 NA NA NA NA NA</span>
<span class="r-out co"><span class="r-pr">#></span> f_parent_w_to_parent_s 0.12467894 NA NA NA NA NA</span>
<span class="r-out co"><span class="r-pr">#></span> f_parent_s_to_parent_w 0.50000000 NA NA NA NA NA</span>
<span class="r-out co"><span class="r-pr">#></span> sigma 3.13612618 NA NA NA NA NA</span>
<span class="r-in"><span> <span class="fu"><a href="mkinerrmin.html">mkinerrmin</a></span><span class="op">(</span><span class="va">f_river</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#></span> err.min n.optim df</span>
<span class="r-out co"><span class="r-pr">#></span> All data 0.1090929 5 6</span>
<span class="r-out co"><span class="r-pr">#></span> parent_w 0.0817436 3 3</span>
<span class="r-out co"><span class="r-pr">#></span> parent_s 0.1619965 2 3</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span> <span class="co"># This is the evaluation used for the validation of software packages</span></span></span>
<span class="r-in"><span> <span class="co"># in the expertise from 2014</span></span></span>
<span class="r-in"><span> <span class="va">m_soil</span> <span class="op"><-</span> <span class="fu"><a href="mkinmod.html">mkinmod</a></span><span class="op">(</span>parent <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"M1"</span>, <span class="st">"M2"</span><span class="op">)</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> M1 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"M3"</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> M2 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span>, <span class="st">"M3"</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> M3 <span class="op">=</span> <span class="fu"><a href="mkinmod.html">mkinsub</a></span><span class="op">(</span><span class="st">"SFO"</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> use_of_ff <span class="op">=</span> <span class="st">"max"</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#></span> Temporary DLL for differentials generated and loaded</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span> <span class="va">f_soil</span> <span class="op"><-</span> <span class="fu"><a href="mkinfit.html">mkinfit</a></span><span class="op">(</span><span class="va">m_soil</span>, <span class="va">test_data_from_UBA_2014</span><span class="op">[[</span><span class="fl">3</span><span class="op">]</span><span class="op">]</span><span class="op">$</span><span class="va">data</span>, quiet <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>Observations with value of zero were removed from the data</span>
<span class="r-in"><span> <span class="fu"><a href="plot.mkinfit.html">plot_sep</a></span><span class="op">(</span><span class="va">f_soil</span>, lpos <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"topright"</span>, <span class="st">"topright"</span>, <span class="st">"topright"</span>, <span class="st">"bottomright"</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-plt img"><img src="test_data_from_UBA_2014-2.png" alt="" width="700" height="433"></span>
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/pkg/saemix/man/summary-methods.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">f_soil</span><span class="op">)</span><span class="op">$</span><span class="va">bpar</span></span></span>
<span class="r-out co"><span class="r-pr">#></span> Estimate se_notrans t value Pr(>t) Lower</span>
<span class="r-out co"><span class="r-pr">#></span> parent_0 76.55425650 0.859186398 89.1008711 1.113861e-26 74.755959420</span>
<span class="r-out co"><span class="r-pr">#></span> k_parent 0.12081956 0.004601918 26.2541722 1.077359e-16 0.111561575</span>
<span class="r-out co"><span class="r-pr">#></span> k_M1 0.84258615 0.806159719 1.0451851 1.545266e-01 0.113779564</span>
<span class="r-out co"><span class="r-pr">#></span> k_M2 0.04210880 0.017083034 2.4649483 1.170188e-02 0.018013857</span>
<span class="r-out co"><span class="r-pr">#></span> k_M3 0.01122918 0.007245855 1.5497385 6.885051e-02 0.002909431</span>
<span class="r-out co"><span class="r-pr">#></span> f_parent_to_M1 0.32240200 0.240783878 1.3389684 9.819070e-02 NA</span>
<span class="r-out co"><span class="r-pr">#></span> f_parent_to_M2 0.16099855 0.033691952 4.7785463 6.531136e-05 NA</span>
<span class="r-out co"><span class="r-pr">#></span> f_M1_to_M3 0.27921507 0.269423709 1.0363419 1.565266e-01 0.022978202</span>
<span class="r-out co"><span class="r-pr">#></span> f_M2_to_M3 0.55641252 0.595119937 0.9349586 1.807707e-01 0.008002509</span>
<span class="r-out co"><span class="r-pr">#></span> sigma 1.14005399 0.149696423 7.6157731 1.727024e-07 0.826735778</span>
<span class="r-out co"><span class="r-pr">#></span> Upper</span>
<span class="r-out co"><span class="r-pr">#></span> parent_0 78.35255358</span>
<span class="r-out co"><span class="r-pr">#></span> k_parent 0.13084582</span>
<span class="r-out co"><span class="r-pr">#></span> k_M1 6.23970946</span>
<span class="r-out co"><span class="r-pr">#></span> k_M2 0.09843260</span>
<span class="r-out co"><span class="r-pr">#></span> k_M3 0.04333992</span>
<span class="r-out co"><span class="r-pr">#></span> f_parent_to_M1 NA</span>
<span class="r-out co"><span class="r-pr">#></span> f_parent_to_M2 NA</span>
<span class="r-out co"><span class="r-pr">#></span> f_M1_to_M3 0.86450778</span>
<span class="r-out co"><span class="r-pr">#></span> f_M2_to_M3 0.99489895</span>
<span class="r-out co"><span class="r-pr">#></span> sigma 1.45337221</span>
<span class="r-in"><span> <span class="fu"><a href="mkinerrmin.html">mkinerrmin</a></span><span class="op">(</span><span class="va">f_soil</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#></span> err.min n.optim df</span>
<span class="r-out co"><span class="r-pr">#></span> All data 0.09649963 9 20</span>
<span class="r-out co"><span class="r-pr">#></span> parent 0.04721283 2 6</span>
<span class="r-out co"><span class="r-pr">#></span> M1 0.26551208 2 5</span>
<span class="r-out co"><span class="r-pr">#></span> M2 0.20327575 2 5</span>
<span class="r-out co"><span class="r-pr">#></span> M3 0.05196550 3 4</span>
<span class="r-in"><span> <span class="co"># }</span></span></span>
</code></pre></div>
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