Populations of nitrogen‐fixing cyanobacteria in the genus *Trichodesmium* are critical to ocean ecosystems, yet predicting patterns of *Trichodesmium* distribution and their role in ocean biogeochemistry is an ongoing challenge. This may, in part, be …