We do not currently know of any antonyms for tsunami.
The noun tsunami is defined as:
A very large and destructive wave, generally caused by a tremendous disturbance in the ocean, such as an underseaearthquake or volcanic eruption. Tsunami are usually a series of waves, or wave train.