We commonly refer to state estimation theory in geosciences as data assimilation (DA). This
term encompasses the entire sequence of operations that, starting from the observations of a …

Climate change, air quality, and environmental degradation are important societal
challenges for the Twenty-first Century. These challenges require an intelligent response …

Data assimilation (DA) seeks to find the best available estimation of a state by combining all
the available information, such as the dynamic models, the observations, and the associated …

Data Assimilation for the Geosciences: From Theory to Application brings together all of the
mathematical, statistical, and probability background knowledge needed to formulate data …

Dynamic data assimilation is the assessment, combination and synthesis of observational
data, scientific laws and mathematical models to determine the state of a complex physical …

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 …

Evaluating Data Assimilation Algorithms in: Monthly Weather Review Volume 140 Issue 11 (2012)
Jump to Content Jump to Main Navigation Logo Logo Logo Logo Logo Logo JOURNALS …

In data assimilation, one prepares the grid data as the best possible estimate of the true
initial state of a considered system by merging various measurements irregularly distributed …

Beyond Gaussian Statistical Modeling in Geophysical Data Assimilation in: Monthly
Weather Review Volume 138 Issue 8 (2010) Jump to Content Jump to Main Navigation …

More and more terrestrial observational networks are being established to monitor climatic,
hydrological and land-use changes in different regions of the World. In these networks, time …