SOBLLES: A Salty Ocean Boundary Layer Large-Eddy Simulations Dataset

A large-eddy simulation dataset for vertical mixing processes in the ocean surface boundary layer with realistic oceanic equation of state, run using Oceananigans.jl, a highly performant, user-friendly, GPU-accelerated finite volume ocean solver (Wagner et al., 2025).

This dataset suite is used for the calibration, validation and testing of NORi: an ML-informed ocean boundary layer parameterization. See this repository for details about NORi.

本数据集为一套针对海洋表面边界层垂直混合过程、采用真实海洋状态方程的大涡模拟（large-eddy simulation）数据集，由高性能、易用且支持GPU加速的有限体积海洋求解器Oceananigans.jl完成模拟运行（Wagner等，2025）。
本数据集套件可用于NORi的校准、验证与测试——NORi是一种融合机器学习的海洋边界层参数化方案。有关NORi的详细信息，请参阅此代码仓库。