It's more of a pause spell than an actual weather spell. Consider it a charm, that persuades the weather to stay.

[ Hermione reaches into her pocket, tugging out a notepad and a pen, skipping forward to a blank page before she sits and writes the charm, handing it over. ]

There is, technically, wand movements, but I think just having your staff in-hand and doing what you normally do should work?