PDAF is a unified framework for data assimilation with the aim to reduce development effort for data assimilation while providing high computational efficiency. PDAF can be used. to perform data ...

Data assimilation has emerged as an indispensable tool in oceanographic modelling, enabling the integration of observational data with numerical simulations to produce more accurate real-time ...

To address this, we introduce an artificial intelligence-based data assimilation framework (ADAF) to generate high-quality kilometer-scale analysis. This study is the pioneering work using real-world ...