The invention discloses a multi-
scale transformation seismic event detection method based on a
seabed application scene, and relates to the technical field of seismic event detection. According to the seismic event detection method based on the multi-scale comprehensive transformation of the
seabed application scene, a plurality of channel original signals are collected through a
seabed seismograph, and a fusion
feature vector is constructed through multi-scale time-frequency transformation; performing local event preliminary screening, generating an event packet, and reporting the event packet to the
buoy node; in the
buoy nodes, event packets uploaded by all the
ocean bottom seismometers in the jurisdiction range of the
buoy nodes are received, and a cluster report is generated and transmitted to the
shore-based
processing center after the weighted comprehensive confidence coefficient is analyzed; in a
shore-based
processing center, cluster event reports uploaded by all buoy nodes within the range where the
shore-based
processing center is located are received, and the global existence probability of the same event is analyzed. And determining the same event higher than a preset global existence probability threshold as a real seismic event.