It seems like energy modelling community in general isn’t too familiar with meteorological methods so here’s a simple overview to browse through - https://www.ecmwf.int/assets/elearning/da/da1/story_html5.html.
This goes through quite well how we can do much better than equating airport observations as ground truth using methods such as Ensemble Kalman Filter and Data Assimilation.