Could not find CMAKE_ROOT

3.10 was already installed on OS installation or unnotieced as a dependency (via APT).
3.16 was downloaded form https://cmake.org/download/ and I followed the instructons there (If I remember correctly: ./bootstrap && make && sudo make install)