Quantum data assimilation: a new approach to solving data assimilation on quantum annealers. Nonlinear Processes in Geophysics, 2024; 31 (2): 237 DOI: 10.5194/npg-31-237-2024 ...

In the study, the researchers focused on the four-dimensional variational data assimilation (4DVAR) method, one of the most widely used data assimilation methods in NWP systems.

A three-dimensional variational data assimilation system for a size-resolved aerosol model: Implementation and application for particulate matter and gaseous pollutant forecasts across China.

Develops and analyzes approximate methods of solving the Bayesian inverse problem for high-dimensional dynamical systems. After briefly reviewing mathematical foundations in probability and statistics ...

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 ...

This paper introduces a real-time data assimilation technique where Nonlinear AutoRegressive with eXogenous inputs (NARX) neural network is used to re-analyze and improve chaotic model forecasts. The ...