PhD project: Knowledge Fusion in Soil Hydrology

Master thesis (2014): Ensemble Kalman Filter in Soil Hydrology

• Physics of Terrestrial Systems, winter term 2017/18, teaching assistant
• Physics of Terrestrial Systems, winter term 2016/17, teaching assistant
• Modeling of Terrestrial Systems, summer term 2015, teaching assistant

Peer reviewed articles:

• Bauser, H. H., S. Jaumann, D. Berg, and K. Roth, 2016: EnKF with closed-eye period – towards a consistent aggregation of information in soil hydrology, Hydrol. Earth Syst. Sci., 20(12), 4999-5014, doi: 10.5194/hess-20-4999-2016

Articles in review:

• Bauser, H. H., D. Berg, O. Klein, and K. Roth, 2018: Inflation method for ensemble Kalman filter in soil hydrology, Hydrol. Earth Syst. Sci. Discuss., doi: 10.5194/hess-2018-74, in review
• Berg, D., H. H. Bauser, and K. Roth, 2018: Covariance resampling for particle filter – state and parameter estimation for soil hydrology, Hydrol. Earth Syst. Sci. Discuss., doi: 10.5194/hess-2018-121, in review

Conference and Workshop Contributions:

• Bauser, H. H., Berg, D., O. Klein, and Roth, K. (2018). Inflation Method for Ensemble Kalman Filter in Soil Hydrology; oral presentation, EGU General Assembly, April 8 – 13, 2018, Vienna, Austria.
• Bauser, H. H., Jaumann, S., Berg, D. and Roth, K. (2017). EnKF with closed-eye period
 - bridging intermittent model structural errors in soil hydrology; poster presentation, EGU General Assembly, April 23 – 28, 2017, Vienna, Austria.
• Bauser, H., Jaumann, S. and Roth, K. (2015a). Accounting for non-represented heterogeneity in soil water flow by estimating Miller scaling fields with ensemble Kalman filter; poster presentation, AGU Fall Meeting, December 14 - 17, 2015, San Francisco, USA.
• Bauser, H., Jaumann, S. and Roth, K. (2015b). Knowledge fusion - estimating boundary condition and soil hydraulic properties with ensemble Kalman filter; poster presentation, Terrestrial systems - frontiers of our understanding, September 21 - 24., 2015, Freudenstadt, Germany. 
• Bauser, H., Jaumann, S. and Roth, K. (2015c). Soil hydrology – simultaneous estimation of states, parameters and boundary condition with ensemble Kalman filter; oral presentation, DPG spring meeting, March 23 – 27, 2015, Heidelberg, Germany.
• Bauser, H., Jaumann, S. and Roth, K. (2014). Estimating boundary condition and soil hydraulic properties with ensemble Kalman filter; poster presentation, EGU General Assembly, April 27 – May 02, 2014, Vienna, Austria.