When setting up the weather for a new flight most of us that don’t want real weather, just choose the “Manually Enter Weather” option and simply set clear skies or clouds or rain. However X-Plane offers the option to manually set an starting weather and have it gradually change over time: 
The defaults are Static with no Variation Across The Region. But these can be changed according to your preference.