Deep learning model OTProf generates high-resolution C_n² profiles from ERA5 reanalysis data and outperforms the Hufnagel-Valley model for vertical structure and integrated parameters like Fried parameter r_0 in the Netherlands.
superreso- lution mode
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
physics.ao-ph 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
OTProf: estimating high-resolution profiles of optical turbulence ($C_n^2$) from reanalysis using deep learning
Deep learning model OTProf generates high-resolution C_n² profiles from ERA5 reanalysis data and outperforms the Hufnagel-Valley model for vertical structure and integrated parameters like Fried parameter r_0 in the Netherlands.