<!DOCTYPE html> <!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Three experimental datasets from two water sediment systems and one soil — test_data_from_UBA_2014 • mkin</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" 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<ul class="nav navbar-nav"><li> <a href="../reference/index.html">Reference</a> </li> <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false"> Articles <span class="caret"></span> </a> <ul class="dropdown-menu" role="menu"><li> <a href="../articles/mkin.html">Introduction to mkin</a> </li> <li class="divider"> <li class="dropdown-header">Example evaluations with (generalised) nonlinear least squares</li> <li> <a href="../articles/FOCUS_D.html">Example evaluation of FOCUS Example Dataset D</a> </li> <li> <a href="../articles/FOCUS_L.html">Example evaluation of FOCUS Laboratory Data L1 to L3</a> </li> <li> <a href="../articles/web_only/FOCUS_Z.html">Example evaluation of FOCUS Example Dataset Z</a> </li> <li class="divider"> <li class="dropdown-header">Example evaluations with hierarchical models (nonlinear mixed-effects models)</li> <li> <a href="../articles/prebuilt/2022_dmta_parent.html">Testing hierarchical parent degradation kinetics with residue data on dimethenamid and dimethenamid-P</a> </li> <li> <a href="../articles/prebuilt/2022_dmta_pathway.html">Testing hierarchical pathway kinetics with residue data on dimethenamid and dimethenamid-P</a> </li> <li> <a href="../articles/prebuilt/2022_cyan_pathway.html">Testing hierarchical pathway kinetics with residue data on cyantraniliprole</a> </li> <li> <a href="../articles/web_only/dimethenamid_2018.html">Comparison of saemix and nlme evaluations of dimethenamid data from 2018</a> </li> <li> <a href="../articles/web_only/multistart.html">Short demo of the multistart method</a> </li> <li class="divider"> <li class="dropdown-header">Performance</li> <li> <a href="../articles/web_only/compiled_models.html">Performance benefit by using compiled model definitions in mkin</a> </li> <li> <a href="../articles/web_only/benchmarks.html">Benchmark timings for mkin</a> </li> <li> <a href="../articles/web_only/saem_benchmarks.html">Benchmark timings for saem.mmkin</a> </li> <li class="divider"> <li class="dropdown-header">Miscellaneous</li> <li> <a href="../articles/twa.html">Calculation of time weighted average concentrations with mkin</a> </li> <li> <a href="../articles/web_only/NAFTA_examples.html">Example evaluation of NAFTA SOP Attachment examples</a> </li> </ul></li> <li> <a href="../news/index.html">News</a> </li> </ul><ul class="nav navbar-nav navbar-right"><li> <a href="https://github.com/jranke/mkin/" class="external-link"> <span class="fab fa-github fa-lg"></span> </a> </li> </ul></div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> </header><div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <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 0.859186399 89.1008710 1.113861e-26 74.755959418</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 0.806160102 1.0451846 1.545268e-01 0.113779609</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 0.007245856 1.5497385 6.885052e-02 0.002909431</span> <span class="r-out co"><span class="r-pr">#></span> f_parent_to_M1 0.32240200 0.240783943 1.3389680 9.819076e-02 NA</span> <span class="r-out co"><span class="r-pr">#></span> f_parent_to_M2 0.16099855 0.033691952 4.7785464 6.531136e-05 NA</span> <span class="r-out co"><span class="r-pr">#></span> f_M1_to_M3 0.27921507 0.269423780 1.0363416 1.565267e-01 0.022978205</span> <span class="r-out co"><span class="r-pr">#></span> f_M2_to_M3 0.55641252 0.595119966 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 6.23970702</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 0.86450775</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> </div> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2> </nav></div> </div> <footer><div class="copyright"> <p></p><p>Developed by Johannes Ranke.</p> </div> <div class="pkgdown"> <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p> </div> </footer></div> </body></html>