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• W1972035909 abstract "Data assimilation – the set of techniques whereby information from observing systems and models is combined optimally – is rapidly becoming prominent in endeavours to exploit Earth Observation for Earth sciences, including climate prediction. This paper explains the broad principles of data assimilation, outlining different approaches (optimal interpolation, three-dimensional and four-dimensional variational methods, the Kalman Filter), together with the approximations that are often necessary to make them practicable. After pointing out a variety of benefits of data assimilation, the paper then outlines some practical applications of the exploitation of Earth Observation by data assimilation in the areas of operational oceanography, chemical weather forecasting and carbon cycle modelling. Finally, some challenges for the future are noted." @default.
• W1972035909 created "2016-06-24" @default.
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• W1972035909 date "2008-04-15" @default.
• W1972035909 modified "2023-09-27" @default.
• W1972035909 title "Data assimilation: From photon counts to Earth System forecasts" @default.
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• W1972035909 doi "https://doi.org/10.1016/j.rse.2007.02.040" @default.
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