2022
DOI: 10.48550/arxiv.2209.13902
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Towards hourly three-dimensional ensemble data assimilation of screen-level observations into coupled atmosphere-land models

Abstract: Funding informationDeutsche Forschungsgemeinschaft, Grant Number: 243358811 We explore the potential of three-dimensional data assimilation for assimilating sparsely-distributed 2-metre temperature observations across the coupled atmosphere-land interface into the soil moisture. Using idealised twin experiments with the limited-area modelling platform TerrSysMP and synthetic observations, we avoid model biases and directly control errors in the initial conditions and observations. These experiments allow u… Show more

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