I'm not understanding the issue here.
If you want a weather forecast, then use the Met Office (app on phone, website etc.).
If you want local weather observations, then use a weather station in your garden.
You're simply using the wrong tool for the job if you're expecting your weather station to give you a forecast with any kind of skill. I expect you could do better just looking out the window. A skilful forecast needs LOTS of observations, surface obs from a wide area (hundreds of miles), satellite obs, radar, radiosondes, and sophisticated data assimilation and modelling.