There are two types of weather station. The most common type reads atmospheric pressure, looks at the trend and then creates a forecast. The second type receives a forecast as a radio signal and, therefore to be in a suitable place where it can receive the signal. I suspect that yours is one of the latter type since, if no signal is available, the display cycles round all the options. Try moving the station around the house - the signal is normally shown by an icon on the display.