Welcome to the Ulmo code base. This repository holds several packages for working with remote sensing data, as described in the following papers:
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Ulmo Out-of-distribution detection in sea-surface temperature maps Prochaska, Cornilon, & Reiman 2021 with probabilistic autoencoders Böhm & Seljack 2020
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Ulmo on LLC An evaluation of the LLC4320 global ocean simulation based on the submesoscale structure of modeled sea surface temperature fields Gallmeier, Prochaska, Cornillon, Menemenlis, and Kelm 2023
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Nenya The Fundamental Patterns of Sea Surface Temperature Prochaska, Guo, Cornillon, Buckingham 2023
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Enki Mitigating masked pixels in climate-critical datasets Agabin, Prochaska, Cornillon, Buckingham 2023
