C4 - Scale-consistent two-way coupling of land-surface and atmospheric models

MGK - Integrated Research Training Group (IRTG) – all doctoral students

Project start date: 01/2012

Atmospheric Downscaling using Genetic Programming

Advisor: Prof. Dr. Clemens Simmer

Other doctoral committee members: PD Dr. Petra Friedrichs, Dr. Victor Venema

2011 Diploma in Meteorology, University of Bonn

Thesis title: Netzwerkanalyse an Klimadaten

Zerenner, T., Friederichs, P., Lehnertz, K., and Hense, A. (2014). A Gaussian graphical model approach to climate networks. Chaos: An Interdisciplinary Journal of Nonlinear Science. http://dx.doi.org/10.1063/1.4870402

Simmer, C., M. Masbou, I. Thiele-Eich, et al. (2015): Monitoring and Modeling the Terrestrial System from Pores to Catchments – the Transregional Collaborative Research Center on Patterns in the Soil-Vegetation-Atmosphere System. Bulletin of the American Meteorological Society. http://dx.doi.org/10.1175/BAMS-D-13-00134.1.

Zerenner, T., Venema, V., Friederichs, P., and Simmer, C. (2016). Downscaling near-surface atmospheric fields with multi-objective Genetic Programming. Environmental Modelling & Software. http://dx.doi.org/10.1016/j.envsoft.2016.06.009

T. Zerenner and A. Hense. Graph theoretical Analysis of Climate Data, EGU, April 2012 Vienna, Austria, poster.

T. Zerenner, V. Venema, and C. Simmer. Atmospheric Downscaling using Genetic Programming, Second International Workshop on Climate Informatics, September 2012, NCAR Boulder (Colorado) USA, poster.

T. Zerenner, V. Venema, and C. Simmer. Atmospheric Downscaling using Genetic Programming. HOBE-TR32 International Symposium, March 2013, Bonn, Germany, talk.

T. Zerenner, V. Venema, P. Friederichs, and C. Simmer. Atmospheric Downscaling using Genetic Programming, AGU, December 2013, San Francisco (California), USA, poster.

T. Zerenner, V. Venema, P. Friederichs, and C. Simmer. Downscaling near-surface atmospheric fields with multi-objective Genetic Programming, EMS, October 2014, Prague, Czech Republic, talk.

T .Zerenner, V. Venema, P. Friederichs and C. Simmer. Downscaling near-surace atmospheric fields with multi-objective Genetic Programming, COSMO/CLM/ART user seminar, March 2015, Offenbach, Germany, talk.

T. Zerenner, V. Venema, P. Friederichs, and C. Simmer, Employing multi-objective Genetic Programming to the downscaling of near-surface atmospheric fields, EGU, April 2015, Vienna, Austria, talk.

T. Zerenner, V. Venema, P. Friederichs, and C. Simmer, Downscaling near-surface atmospheric fields using multi-objective Genetic Programming, GECCO, July 2017, Berlin, Germany, talk.