How to determine the wind direction in weather forecast?

Because the wind near the ground will be affected by terrain friction, the wind direction and wind speed will change greatly, but it is impossible to predict all the wind directions and wind speeds in weather forecast (it is too difficult), so it is generally predicted only according to the influence system. For example, the front influence of the surface cold high pressure will be reported to the northerly wind.