Ubuntu has a metapackage in the universe repository called "fonts-noto": http://packages.ubuntu.com/xenial/fonts-noto

  Package:    fonts-noto
  Repository: universe

To install (if you have the universe repository enabled):

  sudo apt-get update
  sudo apt-get install fonts-noto