The application discloses a bird flight path intelligent tracking and monitoring method and
system based on
big data analysis, S1. generating an original bird
observation data set; S2. output standardized bird
observation data set; S3. based on the standardized bird
observation data set, a multi-target tracking
algorithm is called to obtain a bird trajectory segment
data set; S4. a lion group optimization search model is constructed, and the bird trajectory segment
data set is input into the lion group optimization search model to form a candidate trajectory
data set; S5. the candidate trajectory data set is input into a space-time
Transformer model configured with a rotating position embedding to generate a continuous flight path data set; S6. output a cross-region bird migration monitoring
result set. The application can cover bird migration continuous tracking requirements under different time periods, multiple geographical zones and heterogeneous device collection conditions, effectively support the application scenarios of ecological protection, migration research and airspace control, and have remarkable
engineering promotion and ecological protection value.