Institut für Wasser und Gewässerentwicklung - Hydrologie
Stephanie Thiese

M.Sc. Stephanie Thiesen

  • Karlsruher Institut für Technologie (KIT)
    Institut für Wasser und Gewässerentwicklung
    Bereich Hydrologie
    Kaiserstraße 12
    76131 Karlsruhe

Forschungsinteressen

  

  • Information Theory in Hydrology
  • Geostatistics
  • Geographic Information System (GIS)
  • Data-driven Modelling
  • Machine Learning 

Veröffentlichungen

Peer-reviewed papers 

  • THIESEN, S.; VIEIRA, D. M.; MÄLICKE, M.; LORITZ, R.; WELLMANN, J. F.; EHRET, U.: Histogram via entropy reduction (HER): an information-theoretic alternative for geostatistics, Hydrol. Earth Syst. Sci., https://doi.org/10.5194/hess-24-4523-2020, 24(9), 4523–4540, 2020.
  • THIESEN, S.; DARSCHEID, P.; EHRET, U. Identifying rainfall-runoff events in discharge time series: A data-driven method based on information theory, Hydrol. Earth Syst. Sci., https://doi.org/10.5194/hess-23-1015-2019, 23(2), 1015-1034, 2019.

Scripts

  • Spatial interpolation with Histogram via entropy reduction (HER), available at: https://github.com/KIT-HYD/HER. THIESEN, S.; VIEIRA, D. M.; and EHRET, U.: KIT-HYD/HER: version v1.4, Zenodo, https://doi.org/10.5281/zenodo.3614718, 2020. (Matlab)
  • Rainfall-runoff events identification using Information Theory, available at: https://github.com/KIT-HYD/EventDetection-ITM-method. THIESEN, S.; DARSCHEID, P.; and EHRET, U.: Event Detection Method Based on Information Theory, Zenodo, https://doi.org/10.5281/zenodo.1404638, 2018. (Matlab)

Theses

  • THIESEN, S. Aplicação de Ferramenta SIG para Mapeamento Geotécnico e Cartas de Aptidão para Fundação a partir de Ensaios SPT – Um Estudo de Caso em Blumenau/SC. [Application of GIS Tool for Geotechnical Mapping and Foundation Suitability Maps based on Standard Penetration Tests - A Case Study in Blumenau/SC]. Master's thesis, Department of Civil Engineering, Federal University of Santa Catarina (UFSC), Florianópolis/Brazil, 2016.
  • THIESEN, S. Ergonomia: Análise dos fatores ambientais na empresa RKS Engenharia de Estruturas. [Ergonomics: Analysis of environmental factors in the company RKS Structural Engineering]. Bachelor's thesis, College of Business and Administrative, Santa Catarina State University (UDESC), Florianópolis/Brazil, 2012.
  • NICOLAU, A. P. S.; THIESEN, S. Análise hidrodinâmica e de padrões de transporte de sedimentos e propostas para a recuperação da praia da Armação do Pântano do Sul Florianópolis/SC. [Hydrodynamic and sediment transport pattern analyses and proposals for recovering Armação do Pântano do Sul beach in Florianópolis/SC]. Bachelor's thesis, Department of Civil Engineering, Federal University of Santa Catarina (UFSC), Florianópolis/Brazil, 2011.

Book chapters

  • BARLETTA, R.; THIESEN, S.; NICOLAU, A. P. S.; BONANATA, R.; NORONHA, M. A. M. Análise hidrodinâmica e de transporte de sedimentos para elaboração de alternativas de recuperação da Praia da Armação do Pântano do Sul – Florianópolis/SC. [Hydrodynamic and sediment transport pattern analyses for recovering Armação do Pântano do Sul beach in Florianópolis/SC]. Book Chapter. Sistema de Modelagem Costeira do Brasil: estudos de casoo (pp. 351-376). Publisher: Ministério do Meio Ambiente, 2019. ISBN 978-85-328-0835-6 (available here)
  • SANTOS, J. V.; THIESEN, S.; HIGASHI, R. R. Geological-Geotechnical Database from Standard Penetration Test Investigations Using Geographic Information Systems. Book Chapter. Management of Information Systems. Publisher: InTech Open, 2018. ISBN 978-1-78984-198-5 (DOI: 10.5772/intechopen.74208)

Conference contributions

  • THIESEN, S.; VIEIRA, D. M.; MÄLICKE, M.; LORITZ, R.; WELLMANN, J. F.; EHRET, U. HER: an information theoretic alternative for geostatistics. EGU General Assembly 2020 online - Sharing Geoscience Online, 2020. Poster & Online discussion.
  • THIESEN, S.; VIEIRA, D. M.; MÄLICKE, M.; LORITZ, R.; WELLMANN, J. F.; EHRET, U. HER: an information theoretic alternative for geostatistics. Global Young Scientists Summit, Singapore/Singapore, 2020. Poster.
  • THIESEN, S.; DARSCHEID, P.; EHRET, U. Identifying rainfall-runoff events in discharge time series: A data-driven method based on information theory. Tag der Hydrologie, Karlsruhe/Germany, 2019. Poster.
  • THIESEN, S.; DARSCHEID, P.; EHRET, U. Identifying rainfall-runoff events in discharge time series: A data-driven method based on information theory. II Workshop on Information Theory & the Earth Sciences, Santander/Spain, 2018. Poster.
  • THIESEN, S.; GERALDI, M. S.; KAESTNER, C. L. Simulador online para dimensionamento otimizado de reservatório de água da chuva associado à economia financeira. [Online simulator for optimized design of rainwater reservoir associated with the financial economy]. In: Simpósio Brasileiro de Recursos Hídricos, Florianópolis/Brazil, 2017. Paper.
  • THIESEN, S.; SANTOS, J. V.; HIGASHI, R. R. Application of GIS Tools for Geotechnical Mapping - a Case Study in Brazil. In: International Conference on Geotechnical Engineering, Colombo/Sri Lanka, 2015. Paper & Oral presentation.
  • SANTOS, J. V.; THIESEN, S.; HIGASHI, R. R. Geographic Information System: Methodological proposal for the development of foundation maps based on SPT investigation. In: 15th Pan-American Conference on Soil Mechanics and Geotechnical Engineering, Buenos Aires/Argentina, 2015. Paper.
  • THIESEN, S.; VIEIRA, D. M. Análise e otimização por programação linear da distribuição de bicicletas na região universitária de Florianópolis/SC. [Analysis and optimization by linear programming of the bicycle distribution in the university zone of Florianópolis/SC]. XXVII ANPET - Congresso Nacional de Ensino e Pesquisa em Transportes. ANPET, Belém/Brazil, 2013. Paper & Oral presentation.

Lebenslauf

Academic career

  • PhD student | Since 08/2017 Karlsruhe Institute of Technology (KIT)
  • Master in Civil Engineering | 03/2013 – 07/2016 Federal University of Santa Catarina (UFSC)
  • Bachelor in Business Administration | 07/2006 – 08/2012 Santa Catarina State University (UDESC)
  • Civil Engineering | 07/2006 – 08/2011 Federal University of Santa Catarina (UFSC)

Professional career

  • since 12/2015 | Co-Founder and CEO at RainMap - Rainwater Harvesting Map (Brazil)
  • 07/2012 – 05/2015 | Civil Engineer at Transportation and Logistics Laboratory/UFSC
  • 01/2011 – 06/2012 | Intern and Civil Engineer at RKS Structural Engineering
  • 08/2007 – 08/2011 | Undergraduate Research Assistant at Tutorial Education Program/UFSC