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rafacsantana committed Dec 15, 2023
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Expand Up @@ -83,7 +83,7 @@ <h1 class="mb-0">Rafa

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<p class="lead mb-5">I am a physical oceanographer with expertise in the dynamics of coastal, sub- and mesoscale ocean variability from equatorial to polar regions. My focus is to improve our understanding of variability in ocean dynamics and how it impacts society using observations, numerical modelling, and data assimilation. I work at the <a href="https://niwa.co.nz">National Institute of Water and Atmospheric Research (NIWA)</a>, most specifically in the Coastal and Esturarine Group. At the Coastal Group, my research targets at understanding the impact of storm surge, waves, and polar variability on present and future coastal inundation using a variety of ocean, wave and sea ice model. An example of my work is shown in the video below, where the impact of waves generated by the Tropical Cyclone Harold was studied using <a href="https://swanmodel.sourceforge.io/">SWAN</a> wave model forced by winds from the <a href="https://github.com/CyprienBosserelle/TCwindgen">Tropical Cyclone wind generator (TCwindgen)</a> and the <a href="https://www.ecmwf.int/en/forecasts/dataset/ecmwf-reanalysis-v5#:~:text=ERA5%20is%20the%20fifth%20generation,Service%20(C3S)%20at%20ECMWF.">European Reanalysis 5 (ERA5)</a>.
<p class="lead mb-5">I am a physical oceanographer with expertise in the dynamics of coastal, sub- and mesoscale ocean variability from equatorial to polar regions. My focus is to improve our understanding of variability in ocean dynamics and how it impacts society using observations, numerical modelling, and data assimilation. I work at the <a href="https://niwa.co.nz">National Institute of Water and Atmospheric Research (NIWA)</a>, most specifically within the Coastal and Esturarine Group. At NIWA, my research targets to understand the variability in the past and future climate and how it may afect society using a variety of ocean, wave and sea ice models. An example of my work is shown in the video below, where the impact of waves generated by the Tropical Cyclone Harold was studied using <a href="https://swanmodel.sourceforge.io/">SWAN</a> wave model forced by winds from the <a href="https://github.com/CyprienBosserelle/TCwindgen">Tropical Cyclone wind generator (TCwindgen)</a> and the <a href="https://www.ecmwf.int/en/forecasts/dataset/ecmwf-reanalysis-v5#:~:text=ERA5%20is%20the%20fifth%20generation,Service%20(C3S)%20at%20ECMWF.">European Reanalysis 5 (ERA5)</a> and how future and extreme Tropical Cyclones might impact the same region.

<iframe width="1120" height="630" src="https://www.youtube.com/embed/bz75iU36TAQ" title="Significant Wave Height in metres (Hsig) and winds (black arrows) during Tropical Cyclone Harold" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
<p class="mb-2"></p> <i>Left: maps of Significant Wave Height in metres (Hsig, rainbow shade and white arrows) and winds (black arrows) during Tropical Cyclone Harold. Right: timeseries at four different locations from the SWAN model forced by TCWindgen and ERA5.</i>
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<h2 class="mb-5">Polar science</h2>

<p class="mb-0">As a research fellow at <a href="https://www.auckland.ac.nz/en/science/about-the-faculty/department-of-physics.html/">The University of Auckland</a>, I worked on the Scale-Aware Sea Ice Project <a href="https://sasip-climate.github.io/">(SASIP)</a> targeting at understanding ocean-ice interactions around Antarctica using the sea-ice model <a href="https://tc.copernicus.org/articles/10/1055/2016/">neXtSIM</a>. An example of neXtSIM's application is shown in the video below (credit: <a href="https://www.nersc.no/">Nansen Environmental and Remote Sensing Center</a>).</p>
<p class="mb-0">I started to study polar regions as a research fellow at <a href="https://www.auckland.ac.nz/en/science/about-the-faculty/department-of-physics.html/">The University of Auckland</a>, where I worked on the Scale-Aware Sea Ice Project <a href="https://sasip-climate.github.io/">(SASIP)</a>. I targeted at understanding ocean-ice interactions around Antarctica using the sea-ice model <a href="https://tc.copernicus.org/articles/10/1055/2016/">neXtSIM</a>. An example of neXtSIM's application is shown in the video below (credit: <a href="https://www.nersc.no/">Nansen Environmental and Remote Sensing Center</a>).</p>

<iframe width="1120" height="630" src="https://www.youtube.com/embed/cFfQsu6xWZ4" title="neXtSIM sea ice model simulation in Fram Strait" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<p class="mb-2"></p> <i>Sea ice concentration in Fram Strait simulated by the Lagrangian sea ice model neXtSIM. Credit: Nansen Environmental and Remote Sensing Center. </i>


<p class="mb-0"></p></p>
<p class="mb-2"></p> <b> Antarctic neXtSIM </b>
<p class="mb-0"></p>My collaborators and I have impleted an Antartic version of neXtSIM which has been validated and its results will be published soon. We compare two versions of neXtSIM in this study using a modified Viscous-Elastic-Plastic (mEVP - used in climate models) and a Brittle Bigham-Maxwell rheology (science of material deformation). In the video below, one can see that in the mEVP run sea ice moves slowly and fails at representing mesoscale drift features. The BBM run is able to reproce cyclonic features in sea ice drift forced by the passage of cyclones (example: Weddell sea on the 10th of Aug 2016). This happens because the BBM run reproduces ice fractures more realistically (previous video) which makes the ice more free to move.</p>
<p class="mb-0"></p>My collaborators and I have implemented an Antartic version of neXtSIM which has been thoroughly validated (Santana et al., in prep.). We compare two versions of neXtSIM in this study using a modified Viscous-Elastic-Plastic (mEVP - used in climate models) and a Brittle Bigham-Maxwell rheology (science of material deformation). In the video below, one can see that in the mEVP run sea ice moves slowly and fails at representing mesoscale drift features. The BBM run is able to reproce cyclonic features in sea ice drift forced by the passage of cyclones (example: Weddell sea on the 10th of Aug 2016). This happens because the BBM run reproduces ice fractures more realistically (previous video) which makes the ice more free to move.</p>
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<iframe width="1120" height="630" src="https://www.youtube.com/embed/HTGyn8X32SI" title="Antarctic Sea Ice Drift (km/day) - Obs x EVP model x Brittle model" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
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<p class="mb-2"></p> <i>Daily Antarctic sea ice drift (km/h) from satellite observations (let), modified Viscous-Elastic-Plastic (mEVP - centre), and Brittle Bigham-Maxwell (right) runs.</i>
<p class="mb-2"></p> <i>Daily Antarctic sea ice drift (km/h) from satellite observations (let), the modified Viscous-Elastic-Plastic (mEVP - centre) run, and the Brittle Bigham-Maxwell (right) run.</i>

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<img src="map-ssh-2015-2016-2.gif" alt="Left: Map of Sea Surface Height (AVISO = black countors; Model = shade), geostrophic currents (AVISO = blue arrows; Model = black arrows), and in situ velocities (red, cyan, blue and yellow arrows). Right: Cross-section of temperature (In situ = coloured contours; Model = shade). The cross-section location is shown by the grey line on the map." />
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