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Many studies evaluating model boundary‐layer schemes focus on either near‐surface parameters or short‐term observational campaigns. This reflects the observational datasets that are widely available for use in model evaluation. In this article, we show how surface and long‐term Doppler lidar observations, combined in such a way as to match model representation of the boundary layer as closely as possible,...