Abstract Accurate wind speed forecasts are essential for optimizing the efficiency of wind energy operations. Currently. there is limited research on nationwide assessment of predictive performance in multiple numerical weather prediction (NWP) models for wind speed at turbine hub height over China. especially concerning wind ramp events. https://smokeysmountainfurnitureoutlets.shop/product-category/outdoor-fire-pit-table/