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sensitivity_analysis.html
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<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
<meta charset="utf-8">
<meta name="generator" content="quarto-1.0.38">
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
<meta name="author" content="Andy Barrett">
<meta name="dcterms.date" content="2022-08-25">
<title>SeaIceRT Sensitivity Analysis</title>
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<h2 id="toc-title">Table of contents</h2>
<ul>
<li><a href="#sensitivity-analsysis" id="toc-sensitivity-analsysis" class="nav-link active" data-scroll-target="#sensitivity-analsysis"> <span class="header-section-number">1</span> Sensitivity Analsysis</a>
<ul class="collapse">
<li><a href="#pond-depth-sensitivity" id="toc-pond-depth-sensitivity" class="nav-link" data-scroll-target="#pond-depth-sensitivity"> <span class="header-section-number">1.1</span> Pond depth sensitivity</a></li>
<li><a href="#snow-depth-sensitivity" id="toc-snow-depth-sensitivity" class="nav-link" data-scroll-target="#snow-depth-sensitivity"> <span class="header-section-number">1.2</span> Snow depth sensitivity</a></li>
<li><a href="#sensitivity-snow_grain_radius" id="toc-sensitivity-snow_grain_radius" class="nav-link" data-scroll-target="#sensitivity-snow_grain_radius"> <span class="header-section-number">1.3</span> Sensitivity: snow_grain_radius</a></li>
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<h1 class="title">SeaIceRT Sensitivity Analysis</h1>
</div>
<div class="quarto-title-meta">
<div>
<div class="quarto-title-meta-heading">Author</div>
<div class="quarto-title-meta-contents">
<p>Andy Barrett </p>
</div>
</div>
<div>
<div class="quarto-title-meta-heading">Published</div>
<div class="quarto-title-meta-contents">
<p class="date">August 25, 2022</p>
</div>
</div>
</div>
</header>
<section id="sensitivity-analsysis" class="level1" data-number="1">
<h1 data-number="1"><span class="header-section-number">1</span> Sensitivity Analsysis</h1>
<p>We axplore the sensitivity of total radiative flux absorbed by the ocean to:</p>
<ul>
<li>pond depth<br>
</li>
<li>snow depth<br>
</li>
<li>snow grain size<br>
</li>
<li>pond tuning parameters</li>
<li>ice tuning parameters</li>
</ul>
<p>This web page is rendered from the Jupyter notebook <code>sensitivity_analysis.ipynb</code>.</p>
<section id="pond-depth-sensitivity" class="level2" data-number="1.1">
<h2 data-number="1.1" class="anchored" data-anchor-id="pond-depth-sensitivity"><span class="header-section-number">1.1</span> Pond depth sensitivity</h2>
<p>The sensitivity of flux absorbed by the ocean to pond depth is explored for a pond depths ranging from 5 cm to 30 cm, and ice thickness from 0.5 m to 3 m. [<em>For the moment these are arbitrary pond depths and thickness but represent the observed range… ’ish</em>] A 30 cm pond is deep.</p>
<div class="cell" data-execution_count="73">
<div class="cell-output cell-output-display">
<div id="fig-sensitivity-pond-depth" class="quarto-figure quarto-figure-center anchored">
<figure class="figure">
<p><img src="sensitivity_analysis_files/figure-html/fig-sensitivity-pond-depth-output-1.png" class="img-fluid figure-img"></p>
<p></p><figcaption class="figure-caption">Figure 1: The sensitivity of total flux absorbed by the ocean underneath ice cover to pond depth for a range of ice thicknesses</figcaption><p></p>
</figure>
</div>
</div>
</div>
</section>
<section id="snow-depth-sensitivity" class="level2" data-number="1.2">
<h2 data-number="1.2" class="anchored" data-anchor-id="snow-depth-sensitivity"><span class="header-section-number">1.2</span> Snow depth sensitivity</h2>
<div class="cell" data-execution_count="78">
<div class="cell-output cell-output-display">
<div id="fig-sensitivity-snow-depth" class="quarto-figure quarto-figure-center anchored">
<figure class="figure">
<p><img src="sensitivity_analysis_files/figure-html/fig-sensitivity-snow-depth-output-1.png" class="img-fluid figure-img"></p>
<p></p><figcaption class="figure-caption">Figure 2: The sensitivity of total flux absorbed by the ocean underneath ice cover to snow depth for a range of ice thicknesses</figcaption><p></p>
</figure>
</div>
</div>
</div>
</section>
<section id="sensitivity-snow_grain_radius" class="level2" data-number="1.3">
<h2 data-number="1.3" class="anchored" data-anchor-id="sensitivity-snow_grain_radius"><span class="header-section-number">1.3</span> Sensitivity: snow_grain_radius</h2>
<div class="cell" data-execution_count="80">
<div class="cell-output cell-output-display">
<div id="fig-sensitivity-snow-grain-radius" class="quarto-figure quarto-figure-center anchored">
<figure class="figure">
<p><img src="sensitivity_analysis_files/figure-html/fig-sensitivity-snow-grain-radius-output-1.png" class="img-fluid figure-img"></p>
<p></p><figcaption class="figure-caption">Figure 3: The sensitivity of total flux absorbed by the ocean underneath ice cover to snow grain size for a range of snow depths</figcaption><p></p>
</figure>
</div>
</div>
</div>
<ul>
<li>Snow grain radius will also impact albedo.<br>
</li>
<li>Look for sensible range for grain size</li>
</ul>
</section>
</section>
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