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README.html
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<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta charset="utf-8">
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="pandoc" />
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" 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<!-- README.md is generated from README.Rmd. Please edit that file -->
<h1 id="shellchron">ShellChron</h1>
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<p><a href="https://travis-ci.com/nielsjdewinter/ShellChron"><img src="data:image/svg+xml;base64,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" alt="Travis build status" /></a></p>
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<p>The ShellChron package contains all formulae and documentation required to run the ShellChron model. The ShellChron model uses stable oxygen isotope records (d18O) from seasonal paleo-archives to create an age model for the archive.</p>
<p>In short, ShellChron feeds a temperature sinusoid (Figure 1; see details in “temperature_curve()” function) and a skewed growth rate sinusoid (Figure 2; see details in “growth_rate_curve()” function) to a d18O model (see details in “d18O_model()” function). The resulting modeled d18O is then compared with the user-provided d18O data and the parameters of the temperature and growth rate functions are optimized using the SCEUA algorithm (see <a href="https://doi.org/10.1029/91WR02985">Duan et al., 1992</a>) to match the d18O data. As a result, the timing of each data point with reference to the seasonal cycle is exported, from which an age model for the entire record can be constructed.</p>
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" alt="Figure 1: Temperature sinusoid" /> <img 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" alt="Figure 2: Growth rate sinusoid" /></p>
<p>The model builds on previous work by <a href="https://doi.org/10.1016/j.palaeo.2017.09.034">Judd et al. 2018</a> and expands on this previous model in several key ways:</p>
<ol style="list-style-type: decimal">
<li>ShellChron allows SCEUA optimization to be carried out in a sliding window through the data and recognizes year transitions (see “cumulative_day()” formula) to produce seamless age models through multiple years. Overlapping windows are used to estimate the reproducibility of model results.</li>
<li>ShellChron provides the option to take uncertainties on the input data (“D_err” and “d18Oc_err”) into account in error estimation (see “mc_err_orth()” and "export_results() functions), providing realistic errors on the age estimation which were previously unsupported.</li>
<li>ShellChron supports different empirical formulae for converting temperature and d18O of the precipitation fluid into d18O records, providing compatibility with records consisting of various mineralogies (e.g. calcite and aragonite).</li>
<li>ShellChron offers more dynamic input options for data on the variable that is not modeled (usually d18O of precipitation fluid), circumventing the (often false) assumption that this variable remains constant throughout the year and preventing fixed values for this variable hardcoded in the model.</li>
<li>ShellChron achieves more efficient SCEUA modeling by pre-guessing the parameters of temperature and growth rate sinusoids using a sinusoidal regression (see “sinreg()” formula). This is an essential feature that allows ShellChron to process more optimization windows while retaining competitive processing time (see Figure 3).</li>
</ol>
<p><img 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" alt="Figure 3: Timing of whole model run at various data resolutions" /></p>
<p><strong>NOTE</strong>: To run optimally, ShellChron requires sampling distance data to be provided in micrometers (see “data_import()” function). The optimal structure of the input CSV should be as follows (see description in “Virtual_shell” example):</p>
<p><strong>column 1: D</strong> Sampling distance, in micrometers along the virtual record.</p>
<p><strong>column 2: d18Oc</strong> stable oxygen isotope value, in permille VPDB.</p>
<p><strong>column 3: YEARMARKER</strong> Vector of zeroes with “1” marking year transitions.</p>
<p><strong>column 4: D_err</strong> Sampling distance uncertainty, in micrometers.</p>
<p><strong>column 5: d18Oc_err</strong> stable oxygen isotope value uncertainty, in permille.</p>
<p>When you use ShellChron, please cite <a href="https://gmd.copernicus.org/articles/15/1247/2022/">de Winter, 2022</a>:</p>
<p><strong>de Winter, N.J. (2022) “ShellChron 0.4.0: a new tool for constructing chronologies in accretionary carbonate archives from stable oxygen isotope profiles” Geoscientific Model Development 15, 1247-1267, DOI: 10.5194/gmd-15-1247-2022</strong></p>
<h2 id="installation">Installation</h2>
<p>You can install the released version of ShellChron from <a href="https://CRAN.R-project.org">CRAN</a> with:</p>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="fu">install.packages</span>(<span class="st">"ShellChron"</span>)</span></code></pre></div>
<p>And the development version from <a href="https://github.com/">GitHub</a> with:</p>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="co"># install.packages("devtools")</span></span>
<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a>devtools<span class="sc">::</span><span class="fu">install_github</span>(<span class="st">"nielsjdewinter/ShellChron"</span>)</span></code></pre></div>
<h2 id="example">Example</h2>
<p>This is a basic example which shows you how to solve a common problem:</p>
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(ShellChron)</span>
<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a><span class="do">## Full model run</span></span>
<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a><span class="co"># </span><span class="al">WARNING</span><span class="co">: Running the full ShellChron model (even on small example data) always takes some time (usually in the order of 30-60 minutes)</span></span>
<span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a><span class="co"># example <- wrap_function(path = getwd(),</span></span>
<span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a><span class="co"># file_name = system.file("extdata", "Virtual_shell.csv",</span></span>
<span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a><span class="co"># package = "ShellChron"),</span></span>
<span id="cb3-7"><a href="#cb3-7" aria-hidden="true" tabindex="-1"></a><span class="co"># "calcite",</span></span>
<span id="cb3-8"><a href="#cb3-8" aria-hidden="true" tabindex="-1"></a><span class="co"># 1,</span></span>
<span id="cb3-9"><a href="#cb3-9" aria-hidden="true" tabindex="-1"></a><span class="co"># 365,</span></span>
<span id="cb3-10"><a href="#cb3-10" aria-hidden="true" tabindex="-1"></a><span class="co"># d18Ow = 0,</span></span>
<span id="cb3-11"><a href="#cb3-11" aria-hidden="true" tabindex="-1"></a><span class="co"># t_maxtemp = 182.5,</span></span>
<span id="cb3-12"><a href="#cb3-12" aria-hidden="true" tabindex="-1"></a><span class="co"># MC = 1000,</span></span>
<span id="cb3-13"><a href="#cb3-13" aria-hidden="true" tabindex="-1"></a><span class="co"># plot = FALSE,</span></span>
<span id="cb3-14"><a href="#cb3-14" aria-hidden="true" tabindex="-1"></a><span class="co"># plot_export = FALSE,</span></span>
<span id="cb3-15"><a href="#cb3-15" aria-hidden="true" tabindex="-1"></a><span class="co"># export_raw = FALSE)"</span></span>
<span id="cb3-16"><a href="#cb3-16" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-17"><a href="#cb3-17" aria-hidden="true" tabindex="-1"></a><span class="co"># Quick demo on how to create an SST curve</span></span>
<span id="cb3-18"><a href="#cb3-18" aria-hidden="true" tabindex="-1"></a><span class="co"># Set parameters</span></span>
<span id="cb3-19"><a href="#cb3-19" aria-hidden="true" tabindex="-1"></a>T_amp <span class="ot"><-</span> <span class="dv">20</span></span>
<span id="cb3-20"><a href="#cb3-20" aria-hidden="true" tabindex="-1"></a>T_per <span class="ot"><-</span> <span class="dv">365</span></span>
<span id="cb3-21"><a href="#cb3-21" aria-hidden="true" tabindex="-1"></a>T_pha <span class="ot"><-</span> <span class="dv">150</span></span>
<span id="cb3-22"><a href="#cb3-22" aria-hidden="true" tabindex="-1"></a>T_av <span class="ot"><-</span> <span class="dv">15</span></span>
<span id="cb3-23"><a href="#cb3-23" aria-hidden="true" tabindex="-1"></a>T_par <span class="ot"><-</span> <span class="fu">c</span>(T_amp, T_per, T_pha, T_av)</span>
<span id="cb3-24"><a href="#cb3-24" aria-hidden="true" tabindex="-1"></a>SST <span class="ot"><-</span> <span class="fu">temperature_curve</span>(T_par, <span class="dv">1</span>, <span class="dv">1</span>) <span class="co"># Run the function</span></span></code></pre></div>
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