How remove tagline and reduce height of header in Theme

I would like to reduce the height of the header in the theme “Twenty Thirteen”. When I go to customize the “header image” there is not option to change the height. I’d also like to remove the display of the tagline. I can only leave a blank tagline which still takes up space. How can I remove the tagline?