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<!DOCTYPE html>
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<meta property="og:description" content="Several resources are available to learn about SMRT:
Publications
Reference SMRT paper (Picard et al., 2018)
Reference SMRT altimetry paper (Larue et al., 2021)
Effect of snow microstructure variabi">
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<article class="post-text storypage" itemscope="itemscope" itemtype="http://schema.org/Article"><header><h1 class="p-name entry-title" itemprop="headline name"><a href="#" class="u-url">SMRT documents</a></h1>
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<p>Several resources are available to learn about SMRT:</p>
<section id="publications"><h2>Publications</h2>
<ul class="simple">
<li><p><a class="reference external" href="https://www.geosci-model-dev.net/11/2763/2018/gmd-11-2763-2018.html">Reference SMRT paper</a> (Picard et al., 2018)</p></li>
<li><p><a class="reference external" href="https://doi.org/10.1016/j.rse.2021.112534">Reference SMRT altimetry paper</a> (Larue et al., 2021)</p></li>
<li><p><a class="reference external" href="https://doi.org/10.5194/tc-13-3045-2019">Effect of snow microstructure variability on Ku-band radar snow water equivalent retrievals</a> (Rutter et al., 2019)</p></li>
<li><p><a class="reference external" href="https://doi.org/10.1016/j.rse.2020.111754">Arctic and subarctic snow microstructure analysis for microwave brightness temperature simulations</a> (Vargel et al., 2020)</p></li>
<li><p><a class="reference external" href="https://doi.org/10.5194/tc-15-4399-2021">Penetration of interferometric radar signals in Antarctic snow</a> (Rott et al., 2021)</p></li>
<li><p><a class="reference external" href="https://doi.org/10.5194/tc-16-87-2022">Characterizing tundra snow sub-pixel variability to improve brightness temperature estimation in satellite SWE retrievals</a> (Meloche et al., 2022)</p></li>
<li><p><a class="reference external" href="https://doi.org/10.1109/TGRS.2022.3197109">Investigating the Effect of Lake Ice Properties on Multifrequency Backscatter Using the Snow Microwave Radiative Transfer Model</a> (Murfitt et al., 2022)</p></li>
<li><p><a class="reference external" href="https://doi.org/10.1109/TGRS.2021.3086412">X-Ray Tomography-Based Microstructure Representation in the Snow Microwave Radiative Transfer Model</a> (Sandells et al., 2022)</p></li>
<li><p><a class="reference external" href="https://doi.org/10.5194/tc-2022-85">The sensitivity of satellite microwave observations to liquid water in the Antarctic snowpack</a> (Picard et al., 2022)</p></li>
<li><p><a class="reference external" href="https://doi.org/10.5194/tc-16-3861-2022">Brief communication: A continuous formulation of microwave scattering from fresh snow to bubbly ice from first principles</a> (Picard et al., 2022)</p></li>
<li><p><a class="reference external" href="https://doi.org/10.1016/j.rse.2022.113061">Year-round sea ice and snow characterization from combined passive and active microwave observations and radiative transfer modeling</a> (Soriot et al., 2022)</p></li>
<li><p><a class="reference external" href="https://doi.org/10.1029/2021AV000630">The Microwave Snow Grain Size: A New Concept to Predict Satellite Observations Over Snow-Covered Regions</a> (Picard et al., 2022)</p></li>
<li><p><a class="reference external" href="https://ieeexplore.ieee.org/document/9928323">Remote Sensing of Surface Melt on Antarctica: Opportunities and Challenges</a> (de Roda Husman et al., 2022)</p></li>
<li><p><a class="reference external" href="https://doi.org/10.3390/rs15153889">Evaluation and Application of SMRT Model for L-Band Brightness Temperature Simulation in Arctic Sea Ice</a> (Fan et al., 2023)</p></li>
</ul></section><section id="presentations"><h2>Presentations</h2>
<p>Downloadable SMRT presentations from the 3rd SMRT workshop (6-8 July 2023, Bremerhaven, Germany):</p>
<ul class="simple">
<li><p><a class="reference external" href="SMRTworkshop3/1_introduction-microwave-modeling-plus-SMRTintro-2023.pdf">Introduction to SMRT and microwave modelling</a></p></li>
<li><p><a class="reference external" href="SMRTworkshop3/2_lecture_emtheory_2023.pdf">Electromagnetic Theory</a></p></li>
<li><p><a class="reference external" href="SMRTworkshop3/3_20230706_SMRT_snow_sarndt.pdf">Introduction to Snow on Sea Ice</a></p></li>
<li><p><a class="reference external" href="SMRTworkshop3/4_presentation-SMRTworkshop2023-seaice.pdf">Sea Ice in SMRT</a></p></li>
<li><p><a class="reference external" href="SMRTworkshop3/5_lecture_microstructure_2023.pdf">Snow Microstructure</a></p></li>
<li><p><a class="reference external" href="SMRTworkshop3/6_lecture-RT-in-SMRT-2023.pdf">Radiative Transfer Theory in SMRT</a></p></li>
<li><p><a class="reference external" href="SMRTworkshop3/7_smrt-substrate-atmos-workshop3.pdf">Substrate and Atmosphere</a></p></li>
<li><p><a class="reference external" href="SMRTworkshop3/8_lecture-altimetry-2023.pdf">Altimetry</a></p></li>
<li><p><a class="reference external" href="SMRTworkshop3/9_lecture-intensive-calculation-2023.pdf">Parallel Computing with SMRT</a></p></li>
<li><p><a class="reference external" href="SMRTworkshop3/LightningTalks_2023.pdf">Lightning Talks from 2023 Participants</a></p></li>
</ul></section><section id="reference-api-documentation"><h2>Reference API documentation</h2>
<p>The detailed documentation with all SMRT functions and objects is in the <a class="reference external" href="http://smrt.readthedocs.io/">reference API documentation</a></p>
<p>In addition, a graph <a class="reference external" href="whatsinsmrt/index.html">"What's in SMRT"</a> highlights all the components currently implemented</p>
</section><section id="code-examples"><h2>Code examples</h2>
<ul class="simple">
<li><p>Official examples (notebooks): <a class="reference external" href="https://github.com/smrt-model/runningsmrt">RunningSMRT</a></p></li>
<li><p>Code to build figures in the GMDD paper (notenooks): <a class="reference external" href="https://github.com/smrt-model/smrt1paper">SMRT1paper</a></p></li>
<li><p>Tutorials from the 1st SMRT Workshop: <a class="reference external" href="https://github.com/smrt-model/training">Workshop tutorials</a></p></li>
</ul></section>
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