The Xiamen Symposium on Marine Environmental Sciences (XMAS 2025)

99 / 2024-09-08 12:18:22

Enhancing Near-Shore Water Quality Prediction with Big Data and AI

big data, AI, mahcine learning, water quality, bay, near-shore, model

Near-shore water quality is influenced by complex terrestrial and oceanic interactions, making accurate prediction challenging. This presentation explores how big data and machine learning enhance water quality predictions in human-impacted bays. Key cases include pollutant flux estimation from unmonitored watersheds, nowcasting with in-situ monitoring, and spatiotemporal reconstruction of multi-source data. Future research directions will also be discussed.