Exploration of machine learning (ML) approaches in the context of reanalysis[PX3]

[PX3-12] AI/ML Observation Quality Assessment using Adaptive Error Parameters for Reanalysis

*John Sellman Woollen¹, Li Zhang², Wesley Ebisuzaki³ (1. Lynker@NOAA/NWS/NCEP/EMC, 2. ERT@NOAA/NWS/NCEP/CPC, 3. NOAA/NWS/NCEP/CPC)

Keywords:Training of ML models, Quality control and observation impact, Comparisons with observations