Data assimilation (DA) and uncertainty quantification (UQ) are extensively used in analysing
and reducing error propagation in high-dimensional spatial-temporal dynamics. Typical …

With the launches of HY-2B, HY-2C and HY-2D, the National Satellite Ocean Application
Service (NSOAS) successfully established the first batch of HY-2 constellation on 19 May …

Due to complex natural and anthropogenic interconnected forcings, the dynamics of
suspended sediments within the ocean water column remains difficult to understand and …

The ensemble forecast dominates the computational cost of many data assimilation
methods, especially for high‐resolution and coupled models. In situations where the cost is …

Data assimilation is a relevant framework to merge a dynamical model with noisy
observations. When various models are in competition, the question is to find the model that …

Two-dimensional map** of sea surface height (SSH) for future wide-swath satellite
altimetry (WSA) is a challenge at present. So far, considering the utilization of data-driven …

Over the past two decades, Argo profiles have provided unprecedented insight into the
global patterns of space and time variability of ocean temperature and salinity, significantly …

In geosciences, multi-model ensembles are helpful to explore the robustness of a range of
results. To obtain a synthetic and improved representation of the studied dynamic system …

The sea surface height data volume of the future wide-swath two-dimensional (2D) altimetric
satellite is thousands of times greater than that of nadir altimetric satellites. The time …

Analogues are nearest neighbors of a system's state according to a given similarity
measure. The term “analogue” originally refers to the idea that certain geophysical systems …