Published March 8, 2024 | Version 1.1

Generative convective parametrization of a dry atmospheric boundary layer

  • 1. Institut für Thermo- und Fluiddynamik, Technische Universität Ilmenau
  • 2. Meteorologisches Institut, Universität Hamburg

Description

The repository contains simulation snapshots of a dry convective boundary layer (CBL). The snapshots comprise horizontal snapshots of vertical velocity (w) and buoyancy (b) field at three heights, namely z/h(t) = 0.2, 0.5, 1.0. Further, the Python scripts for the Generative Adversarial Network (GAN) are also provided, as well as the DNS renormalization procedure.

Files

README.md

Files (25.2 GB)

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Additional details

Related works

Is supplement to
Preprint: https://arxiv.org/abs/2307.14857 (URL)

Dates

Submitted
2024-03-09
Submitted to J. Adv. Model. Earth Syst.

Software

Programming language
Python