I will describe several of our team’s previous and ongoing projects to examine dynamics and submesoscale processes through deep learning analysis of remote sensing datasets and ocean general circulation model (OGCM) outputs. By learning the fundamental patterns of sea surface temperature (SST) at scales of ~1 to 100km, we have ...