GLORYS12 is a global eddy-resolving physical ocean and sea ice reanalysis at 1/12°
horizontal resolution covering the 1993-present altimetry period, designed and implemented …

Data assimilation in geomagnetism designates the set of inverse methods for geomagnetic
data analysis which rely on an underlying prognostic numerical model of core dynamics …

This book places data assimilation (DA) into the broader context of inverse problems and the
theory, methods, and algorithms that are used for their solution. It strives to provide a …

The iterative ensemble Kalman filter (IEnKF) was recently proposed in order to improve the
performance of ensemble Kalman filtering with strongly nonlinear geophysical models. The …

Uncertainty estimation and quality control are critically missing in most geophysical
tomographic applications. The few solutions to cope with that issue are often left out in …

Both ensemble filtering and variational data assimilation methods have proven useful in the
joint estimation of state variables and parameters of geophysical models. Yet, their …

Characterizing and forecasting the state of the ocean is essential for various scientific,
management, commercial, and recreational applications. This is, however, a challenging …

Smoothers are increasingly used in geophysics. Several linear Gaussian algorithms exist,
and the general picture may appear somewhat confusing. This paper attempts to stand back …

We describe a new approach that allows for systematic causal attribution of weather and
climate-related events, in near-real time. The method is designed so as to facilitate its …

Full-waveform inversion (FWI) has emerged as the state-of-the art high resolution seismic
imaging technique, both in seismology for global and regional scale imaging and in the …