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# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
config: eadbd0818cbabb3e19c1a2ee91f31d29
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Expand Up @@ -414,17 +414,17 @@ <h2> Contents </h2>
</div>
<nav aria-label="Page">
<ul class="visible nav section-nav flex-column">
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#use-case-monitoring-the-carbon-cycle-in-tropical-regions">Use case: Monitoring the carbon cycle in tropical regions</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#quality-assessment-questions">Quality assessment questions</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#quality-assessment-statement">Quality assessment statement</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methodology">Methodology</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#analysis-and-results">Analysis and results</a><ul class="nav section-nav flex-column">
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#use-case-monitoring-the-carbon-cycle-in-tropical-regions">🌍 Use case: Monitoring the carbon cycle in tropical regions</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#quality-assessment-questions">Quality assessment questions</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#quality-assessment-statement">📢 Quality assessment statement</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methodology">📋 Methodology</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#analysis-and-results">📈 Analysis and results</a><ul class="nav section-nav flex-column">
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#uncertainty-assessment">1. Uncertainty assessment</a></li>
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#spatial-resolution-assessment">2. Spatial resolution assessment</a></li>
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#spatial-and-temporal-coverage">3. Spatial and temporal coverage</a></li>
</ul>
</li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#if-you-want-to-know-more">If you want to know more</a><ul class="nav section-nav flex-column">
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#i-if-you-want-to-know-more">ℹ️ If you want to know more</a><ul class="nav section-nav flex-column">
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#key-resources">Key resources</a></li>
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#references">References</a></li>
</ul>
Expand All @@ -446,12 +446,12 @@ <h2> Contents </h2>
</div><section class="tex2jax_ignore mathjax_ignore" id="methane-satellite-observations-uncertainty-and-completeness-assessment-for-carbon-cycle">
<h1>Methane satellite observations uncertainty and completeness assessment for carbon cycle<a class="headerlink" href="#methane-satellite-observations-uncertainty-and-completeness-assessment-for-carbon-cycle" title="Link to this heading">#</a></h1>
<p>Production date: 02-09-2024</p>
<p>Produced by: CNR</p>
<p>Produced by: Consiglio Nazionale delle Ricerche (<a class="reference external" href="https://www.cnr.it/en">CNR</a>)</p>
<section id="use-case-monitoring-the-carbon-cycle-in-tropical-regions">
<h2>Use case: Monitoring the carbon cycle in tropical regions<a class="headerlink" href="#use-case-monitoring-the-carbon-cycle-in-tropical-regions" title="Link to this heading">#</a></h2>
<h2>🌍 Use case: Monitoring the carbon cycle in tropical regions<a class="headerlink" href="#use-case-monitoring-the-carbon-cycle-in-tropical-regions" title="Link to this heading">#</a></h2>
</section>
<section id="quality-assessment-questions">
<h2>Quality assessment questions<a class="headerlink" href="#quality-assessment-questions" title="Link to this heading">#</a></h2>
<h2>Quality assessment questions<a class="headerlink" href="#quality-assessment-questions" title="Link to this heading">#</a></h2>
<ul class="simple">
<li><p><strong>Is the uncertainty of satellite-based observations sufficiently low to assess year-to-year anomalies in methane emissions of wetlands?</strong></p></li>
<li><p><strong>Is the spatial and temporal resolution/coverage of satellite-based observations sufficient to assess year-to-year anomalies in methane emissions of wetlands?</strong></p></li>
Expand All @@ -465,7 +465,7 @@ <h2>Quality assessment questions<a class="headerlink" href="#quality-assessment-
</figure>
</section>
<section id="quality-assessment-statement">
<h2>Quality assessment statement<a class="headerlink" href="#quality-assessment-statement" title="Link to this heading">#</a></h2>
<h2>📢 Quality assessment statement<a class="headerlink" href="#quality-assessment-statement" title="Link to this heading">#</a></h2>
<div class="note admonition">
<p class="admonition-title">These are the key outcomes of this assessment</p>
<ul class="simple">
Expand All @@ -478,7 +478,7 @@ <h2>Quality assessment statement<a class="headerlink" href="#quality-assessment-
</div>
</section>
<section id="methodology">
<h2>Methodology<a class="headerlink" href="#methodology" title="Link to this heading">#</a></h2>
<h2>📋 Methodology<a class="headerlink" href="#methodology" title="Link to this heading">#</a></h2>
<p>To assess if the uncertainty, spatial/temporal resolution and coverage of satellite-based observations are sufficient to investigate year-to-year anomalies in CH4 emissions of tropical wetlands, we inspected the documentation of the CDS dataset “Methane data from 2002 to present derived from satellite observations” (<a class="reference external" href="https://cds-beta.climate.copernicus.eu/datasets/satellite-methane?tab=overview">[7]</a>, <a class="reference external" href="http://wdc.dlr.de/C3S_312b_Lot2/Documentation/GHG/C3S2_312a_Lot2_PUGS_GHG_main_latest.pdf">[6]</a>, <a class="reference external" href="http://wdc.dlr.de/C3S_312b_Lot2/Documentation/GHG/C3S2_312a_Lot2_PQAR_GHG_main_latest.pdf">[8]</a>) as well as a case study available from scientific literature (<a class="reference external" href="https://doi.org/10.1016/j.rse.2018.02.011">[9]</a>). Please note that to analyse annual anomalies in wetland methane emissions, <a class="reference external" href="https://doi.org/10.1016/j.rse.2018.02.011">[9]</a> used an earlier version (v7) of Level 2 data from the CH4_GOS_OCPR data product.</p>
<figure class="align-default" id="id2">
<a class="reference internal image-reference" href="../../_images/88fcf479-6fcf-4d60-834f-18e8ca2c2bb4.png"><img alt="../../_images/88fcf479-6fcf-4d60-834f-18e8ca2c2bb4.png" src="../../_images/88fcf479-6fcf-4d60-834f-18e8ca2c2bb4.png" style="height: 500px;" /></a>
Expand All @@ -501,7 +501,7 @@ <h2>Methodology<a class="headerlink" href="#methodology" title="Link to this hea
</ul>
</section>
<section id="analysis-and-results">
<h2>Analysis and results<a class="headerlink" href="#analysis-and-results" title="Link to this heading">#</a></h2>
<h2>📈 Analysis and results<a class="headerlink" href="#analysis-and-results" title="Link to this heading">#</a></h2>
<section id="uncertainty-assessment">
<span id="satellite-satellite-methane-uncertainty-q01-template-section-1"></span><h3>1. Uncertainty assessment<a class="headerlink" href="#uncertainty-assessment" title="Link to this heading">#</a></h3>
<p>The data product used by <a class="reference external" href="https://doi.org/10.1016/j.rse.2018.02.011">[9]</a> was characterised by a random error of 13 ppb and a relative spatial bias of 2 ppb with respect to TCCON co-located observations (<a class="reference external" href="https://doi.org/10.5194/acp-21-4339-2021">[10]</a>). According with <a class="reference external" href="http://wdc.dlr.de/C3S_312b_Lot2/Documentation/GHG/C3S2_312a_Lot2_PQAR_GHG_main_latest.pdf">[8]</a>, the <strong>Level 2 XCH4 products</strong> of the dataset “Methane data from 2002 to present derived from satellite observations” have <strong>uncertainties comparable to those of the dataset used by <a class="reference external" href="https://doi.org/10.1016/j.rse.2018.02.011">[9]</a></strong>: individual measurement accuracies are typically less than 20 ppb (13 ppb for the latest version of CH4_GOS_OCPR), while the relative spatial bias is less than 6.2 ppb (4 ppb for CH4_GOS_OCPR). Moreover, <strong>except for the SCIAMACHY XCH4 products</strong>, the single measurements random errors are close to the “breakthrough” requirement (&lt; 17 ppb) defined by the Climate Research Group (CRG) of the ESA GHG-CCI project for the usability of satellite measurements to derive information on regional scale sources and sink of methane <a class="reference external" href="https://www.iup.uni-bremen.de/carbon_ghg/docs/GHGCCIplus/URD/URDv3.0_GHG-CCIp_Final.pdf">[11]</a>.</p>
Expand All @@ -524,8 +524,8 @@ <h2>Analysis and results<a class="headerlink" href="#analysis-and-results" title
</figure>
</section>
</section>
<section id="if-you-want-to-know-more">
<h2>If you want to know more<a class="headerlink" href="#if-you-want-to-know-more" title="Link to this heading">#</a></h2>
<section id="i-if-you-want-to-know-more">
<h2>ℹ️ If you want to know more<a class="headerlink" href="#i-if-you-want-to-know-more" title="Link to this heading">#</a></h2>
<section id="key-resources">
<h3>Key resources<a class="headerlink" href="#key-resources" title="Link to this heading">#</a></h3>
<p>The CDS catalogue entries for the data used were:</p>
Expand Down Expand Up @@ -622,17 +622,17 @@ <h3>References<a class="headerlink" href="#references" title="Link to this headi
</div>
<nav class="bd-toc-nav page-toc">
<ul class="visible nav section-nav flex-column">
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#use-case-monitoring-the-carbon-cycle-in-tropical-regions">Use case: Monitoring the carbon cycle in tropical regions</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#quality-assessment-questions">Quality assessment questions</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#quality-assessment-statement">Quality assessment statement</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methodology">Methodology</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#analysis-and-results">Analysis and results</a><ul class="nav section-nav flex-column">
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#use-case-monitoring-the-carbon-cycle-in-tropical-regions">🌍 Use case: Monitoring the carbon cycle in tropical regions</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#quality-assessment-questions">Quality assessment questions</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#quality-assessment-statement">📢 Quality assessment statement</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methodology">📋 Methodology</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#analysis-and-results">📈 Analysis and results</a><ul class="nav section-nav flex-column">
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#uncertainty-assessment">1. Uncertainty assessment</a></li>
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#spatial-resolution-assessment">2. Spatial resolution assessment</a></li>
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#spatial-and-temporal-coverage">3. Spatial and temporal coverage</a></li>
</ul>
</li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#if-you-want-to-know-more">If you want to know more</a><ul class="nav section-nav flex-column">
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#i-if-you-want-to-know-more">ℹ️ If you want to know more</a><ul class="nav section-nav flex-column">
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#key-resources">Key resources</a></li>
<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#references">References</a></li>
</ul>
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