Custom CSS Default Print Orientation Chrome

If I place the following code in my CSS i can control the layout/orientation of the print preview in Chrome.

What I need help with is controlling which page/scene this applies to within my app.

Can anyone help apply this to a certain scene?

@page {
size: portrait;