crossrefMachine Learning and Knowledge Extraction2026-07-05
Explainable AI-Driven Machine Learning for Forecasting Marine Fisheries Production Using Environmental Predictors
Paul Bokingkito, Krisanadej Jaroensutasinee, Mullica Jaroensutasinee
The marine capture fisheries sector of the Philippines employs approximately 2.3 million Filipinos, yet recent declines (including a 15.3% drop in Q1 2026 production relative to Q1 2025) underscore the need for forecasting systems resolved at the regional and sectoral level. Exis…