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
Session 18 - The River-Estuary-Bay Continuum: Unveiling the Carbon and Nitrogen Cycles Under Global Change
Abstract Accepted
Yi Zheng / 南方科技大学环境科学与工程学院
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.