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This book presents the most recent achievements in data assimilation in Geosciences, especially in regards to meteorology, oceanography and hydrology. It spans both theoretical and applied aspects with various methodologies including variational, Kalman filter, maximum likelihood ensemble filter and other ensemble methods. Besides data assimilation, other important topics are also covered including targeting observation, parameter estimation, and remote sensing data retrieval. The book will be useful to individual researchers as well as graduate students as a reference in the field of data assimilation.

Numerical weather forecasting --- Oceanography --- Hydrology --- Meteorology --- Mathematical models --- Kalman filtering --- Hydrological forecasting. --- Research. --- Meteorological research --- Weather --- Weather research --- Ocean --- Oceanographic research --- Earth sciences --- Research --- Forecasting --- Geography. --- Hydraulic engineering. --- Atmospheric Sciences. --- Monitoring/Environmental Analysis. --- Geography, general. --- Hydrogeology. --- Engineering, Hydraulic --- Engineering --- Fluid mechanics --- Hydraulics --- Shore protection --- Cosmography --- World history --- Atmospheric sciences. --- Environmental monitoring. --- Geohydrology --- Geology --- Groundwater --- Biomonitoring (Ecology) --- Ecological monitoring --- Environmental quality --- Monitoring, Environmental --- Applied ecology --- Environmental engineering --- Pollution --- Atmospheric sciences --- Atmosphere --- Measurement --- Monitoring --- Oceanography - Mathematical models --- Hydrology - Mathematical models --- Meteorology - Mathematical models

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This book introduces the reader to advanced methods used in the computer-based modelling of fluid processes. This includes nonhydrostatic processes such as breaking internal waves and density-driven convection, but the model code is also used to simulate an El-Niño event! The book contains 25 practical exercises, using freely available Open-Source software suites, which are widely used by the scientific community. In this book, the art of hydrodynamic modelling is made available and transparent to a wider readership. An attractive byproduct of the book is that results are animations rather than still images. Model codes and animation scripts for all exercises are supplied on a website. The reader can adopt model codes for own independent studies.

Meereskunde. --- Numerisches Modell. --- Oceanography -- Computer simulation. --- Oceanography -- Mathematical models. --- Open source software. --- Oceanography --- Open source software --- Earth & Environmental Sciences --- Marine Science --- Mathematical models --- Computer simulation --- Fluid dynamics --- Mathematical models. --- Computer programs. --- Earth sciences. --- Climatology. --- Geophysics. --- Oceanography. --- Atmospheric sciences. --- Earth Sciences. --- Atmospheric Sciences. --- Earth Sciences, general. --- Geophysics/Geodesy. --- Geography. --- Physical geography. --- Geography --- Cosmography --- Earth sciences --- World history --- Oceanography, Physical --- Oceanology --- Physical oceanography --- Thalassography --- Marine sciences --- Ocean --- Geological physics --- Terrestrial physics --- Physics --- Geosciences --- Environmental sciences --- Physical sciences --- Atmospheric sciences --- Atmosphere --- Climate --- Climate science --- Climate sciences --- Science of climate --- Atmospheric science

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681.3 <063> --- 51-7 --- 519.6 --- 681.3*J2 --- Computerwetenschap--Congressen --- Mathematical studies and methods in other sciences. Scientific mathematics. Actuarial mathematics. Biometrics. Econometrics etc. --- Computational mathematics. Numerical analysis. Computer programming --- Physical sciences and engineering (Computer applications) --- Fluid mechanics --- Plasma (Ionized gases) --- Meteorology --- Oceanography --- Mathematical models --- Data processing --- 681.3*J2 Physical sciences and engineering (Computer applications) --- 519.6 Computational mathematics. Numerical analysis. Computer programming --- 51-7 Mathematical studies and methods in other sciences. Scientific mathematics. Actuarial mathematics. Biometrics. Econometrics etc. --- Éléments finis, Méthode des --- Finite element method --- Analyse numérique. --- Numerical analysis --- Éléments finis, Méthode des. --- Finite element method. --- Numerical analysis. --- Analyse numérique --- Fluid mechanics - Mathematical models - Congresses --- Fluid mechanics - Data processing - Congresses --- Plasma (Ionized gases) - Mathematical models - Congresses --- Plasma (Ionized gases) - Data processing - Congresses --- Meteorology - Mathematical models - Congresses --- Meteorology - Data processing - Congresses --- Oceanography - Mathematical models - Congresses --- Oceanography - Data processing - Congresses --- Milieu continu