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Monitoring insect populations and diversity are important to assess ecosystem health. Traditional trapping and manual identification methods are slow and labor-intensive. Entomological lidar offers an automated alternative for monitoring insects in flight, but classifying species remains a challenge. Building empirical databases through catch-and-release methods is impractical due to the enormous
