A microbiome is the community of micro-organisms living together in a particular habitat. Humans, animals and plants have their own unique microbiomes, but so do soils, oceans and even buildings.
You can read more about research into microbiomes in the current issue of Microbiology Today:
https://www.microbiologysociety.org/publications/microbiology-today/current-issue.html