A Framework for Automatic Validation and Application of Lossy Data Compression in Ensemble Data Assimilation

Kai Keller, Hisashi Yashiro, Mohamed Wahib +3

Ensemble data assimilation techniques form an indispensable part of numerical weather prediction. As the ensemble size grows and model resolution increases, the amount of required…