This page contains information regarding new Star Trek material, and thus may contain spoilers.
A nova is when a star dramatically increases in brightness over a relatively short period of time.
Kataan's sun went nova in the 14th century, destroying all life on the planet. The star's brightening was noted by the natives of the planet, who launched a probe to preserve some of their culture. (TNG: "The Inner Light")