In joplin both syntax are supported:
The syntax with :/<noteId>
is not actually a valid URI syntax so it does not work if you create an anchor tag:
joplin://<nodeId>
is a valid URI where the protocol is joplin.
The syntax :/<noteId>
works with markdown because joplin add some javascript: