One Alternative would be autoscroll. Ie clicking with the middle mouse button and then moving the mouse up or down. The distance and direction between the click position and the cursor controls the scroll speed.

But it feels like this is primarily a windows thing for some reason. Firefox supports it cross platform but that's about it