The all new and improved Home button on the iPhone 7 and iPhone 7 Plus might be less than perfect on a cold day. It seems like it may need skin contact in order to work, according to a bunch of Twitter posts by early users.
http://www.notebookcheck.net/Apple-iPhone-7-The-new-Home-button-needs-skin-contact.174938.0.html