Associating environmental metadata with microbial genomes retrieved from metagenomes is a notoriously hard problem. Metadata for the source sample(s) is often limited, and can be hard to retrieve at scale. We circumvented this problem by using the detection of GlobDB genomes in the 700k+ metagenomes present in the Sandpiper database, created using SingleM by Ben Woodcroft and colleagues.