How can the predicted temperature be so different from the actual temperature?

The reason is that the weather forecast temperature is the outdoor mud floor and the temperature in the ventilated louver box one and a half meters away from the ground. And the actual temperature is quite different. In reality, the temperature is very uneven, such as sunshine and shadows, mud floors and cement floors. The reality is more complicated, so the temperature can't be unified.