Currently I am working on land surface data assimilation of soil moisture from the ESA
SMOS (Soil Moisture and Ocean Salinity) and NASA Soil Moisture Active Passive satellites. A part of this work is to develop and test the Ensemble Kalman Filter and
Particle Filter in a land surface model over northern latitudes.
I am interested in state-of-the-art data assimilation methods e.g., Ensemble Kalman filters (EnKF) and Particle Filters (PF), and their applicationsn geosciences.
- 2019. Land Surface Data Assimilation of Satellite Derived Surface Soil Moisture. Towards an Integrated Representation of the Arctic Hydrological Cycle. Universitetet i Bergen.
- 2018. ESA Climate Change Initiative Phase II Soil Moisture. Product Validation and Intercomparison Report. Revision 3 (PVIR), D4.1.2, Version 0.1, 12 October 2018. The ESA Climate Change Initiative Phase 2 Soil Moisture Project. 90 pages.