In support of the research areas, some new satellite-based data products need to be developed when not already available. This area of research concerns development of the general tools, radiative transfer models and advanced statistical analysis methods, for producing these new global datasets from the whole constellation of weather and research satellites, and of specific techniques for exploiting multi-instrument, multi-satellite combinations of measurements wherever possible.

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