Machine learning for improvement of upper-tropospheric relative humidity in ERA5 weather model data - Wang, Ziming; Bugliaro, Luca; Gierens, Klaus; Hegglin, Michaela I.; Rohs, Susanne; Petzold, Andreas; Kaufmann, Stefan; Voigt, Christiane (Atmospheric chemistry and physics, 2025)
Keywords: Aircraft; Analysis; Artificial intelligence; Artificial neural networks; Aviation; Bias; Cirrus clouds; Climate; Climate and weather; Cloud formation; Contrails; Dynamic height; Flight altitude; Geopotential; Humidity; Humidity measurement; Ice cover; Lower stratosphere; Machine learning; METEOSAT; Neural networks; Optical thickness; Predictions; Relative humidity; Satellites; Stratosphere; Troposphere; Upper troposphere; Water vapor; Water vapor distribution; Water vapour; Weather; Weather forecasting