The post-doctoral researcher/university researcher will be working on the EU’s Destination Earth Climate Change Adaptation Digital Twin Project, Phase 3 (https://destine.ecmwf.int/), where INAR is a contributing member. The Climate DT project is setting up an operational simulation framework that enables to produce bespoke climate and impact-sector information, combining global kilometer-scale climate models (IFS-NEMO, IFS-FESOM, and ICON) in a unified operational workflow producing both multi-decadal climate projections and storyline simulations.
Within Climate DT, the present research task focuses on evaluation of Climate DT simulation quality via direct use of raw Earth observations. The UH team has developed an approach, where simulation data is projected into observation-space quantities while the workflow is active, enabling both run-time reality check and rigorous posterior evaluation of the operational simulations. This novelty is implemented into the integrated workflow and the UH team has therefore access to evaluation material that is very informative about the fine-scale details of modelled versus observed km-scale processes.
The post-doctoral researcher will explore into this virgin evaluation material with hands-on and contribute to creating new insights into the systematic errors of the Climate DT models and how they affect the adaptation information, developing new methods to utilize the unique material, and also maintain and further develop the observation projection workflow system within Climate DT. Tasks may also include integration of new observation types into the system, in addition to the present synoptic surface observations, radiosoundings, and AMSU-A space-based radiance data.
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