{
  "annotation_id": "d8da5795-a901-4978-bcd6-bc38917e17a1",
  "date_created": "2026-02-17T05:53:24.341000Z",
  "date_modified": "2026-02-17T05:53:24.341000Z",
  "file_hash": "4dd69b0bfb25f573d684a63aabbbcb007b79c8e8d912072a436a97007460dee4",
  "private": false,
  "record": {
    "abstract": "The interaction among quasi-geostrophic mesoscale eddies, submesoscale fronts, and boundary layer turbulence (BLT) is a central problem in upper ocean dynamics. We investigate these multiscale dynamics using a novel large-eddy simulation on a 100km-scale domain with meter-scale resolution. The simulation resolves BLT energized by uniform surface wind and convective forcing. A front interacts with BLT within a prescribed, spatially inhomogeneous mesoscale eddy field, representing a canonical eddy quadrupole. Using a triple flow decomposition, we analyze the dynamic coupling and kinetic energy budgets among the large-scale field, submesoscale field, and the resolved BLT. Our analysis reveals significant heterogeneity in the structure and intensity of submesoscales and BLT under varying mesoscale forcing. Turbulent kinetic energy and production rates can vary by an order of magnitude along the front, creating distinct turbulent hotspots whose locations are tied to the underlying large-scale flow. The region under stronger mesoscale convergence holds stronger horizontal and vertical geostrophic shear productions for BLT, and stronger self-production and BLT-destruction for submesoscales. In contrast, the region under dominant mesoscale divergence holds dramatic distortion of the front isotherm, along with dominant submesoscale vertical buoyancy production and self-destruction. These results provide a direct characterization of BLT and submesoscales in the ocean mixed layer modulated by a mesoscale eddy field, which can better inform future parameterization developments.",
    "arxiv_id": "2601.10441",
    "authors": [
      "S. Peng",
      "S. Silvestri",
      "A. Bodner"
    ],
    "categories": [
      "physics.flu-dyn",
      "physics.ao-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "title": "Submesoscale and boundary layer turbulence under mesoscale forcing in the upper ocean",
    "url": "https://arxiv.org/abs/2601.10441",
    "version": "v1"
  },
  "schema_id": "dorsal/arxiv",
  "source": {
    "execution_id": "b7aceda8-8234-427a-ba73-a003e34a8a22",
    "id": "arXiv Dataset",
    "type": "Model",
    "variant": "snapshot-2026-01-17",
    "version": "0.1.0"
  },
  "user_id": 1000002
}