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taddyb committed Oct 24, 2023
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Expand Up @@ -721,7 +721,8 @@ <h1 id="community">Community<a class="headerlink" href="#community" title="Perma
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<p><span class="arithmatex">\(\delta\)</span> MC-Juniata-hydroDL2 <strong>(Bindas et al. 2023)</strong></p>
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<p>A differentiable routing method that mimics the classical Muskingum-Cunge routing model over a river network but embeds an NN to infer parameterizations for Manning’s roughness (<em>n</em>) and channel geometries from raw reach-scale attributes like catchment areas and sinuosity. </p>
<p><img align="left" alt="Manning's n recovery against USGS Data" loading="lazy" src="../assets/project-figures/bindas_2023.png" width="250" />
A differentiable routing method that mimics the classical Muskingum-Cunge routing model over a river network but embeds an NN to infer parameterizations for Manning’s roughness (<em>n</em>). </p>
<p><a href="bindas_2023/"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13.22 19.03a.75.75 0 0 1 0-1.06L18.19 13H3.75a.75.75 0 0 1 0-1.5h14.44l-4.97-4.97a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0Z"/></svg></span> Read More Here</a></p>
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