From Hours to Daily Extremes: Evaluating ERA5 and ERA5-Land Biases Across Morocco’s Diverse Climates
This study evaluates ERA5 and ERA5-Land reanalysis products against 36 Moroccan stations from 2016 to 2024, finding that while both accurately reproduce mean climate cycles and are largely interchangeable for general applications, they exhibit threshold-dependent skill in detecting daily extremes and reveal a critical structural limitation in ERA5-Land's land-mask coverage near coastal areas.