Abstract
Data assimilation is a key area for weather and climate modeling and prediction. With the development of modern weather and climate models at very high spatial resolutions, new problems in data assimilation are emerging. This proposal is motivated by two of these problems. The first problem is that although the increased resolution will allow to explicitly resolve important small-scale no…