About
Dr sc. (PhD) Sebastian Schwindt is a researcher in river ecosystems and morphodynamics at the University of Stuttgart (visit his institutional profile). He leads the hydro-morphological modeling group at the Institute for Modelling Hydraulic and Environmental Systems (IWS). His research embraces numerical analyses, workflow automation, and optimization with Python, ecohydraulics, and ecosystem design. The focus of his latest works is on the optimization of (geospatial) data analyses, the accuracy of numerical models, and computational methods.
He completed his Bachelor's (2010) and Master's (2012) studies in Environmental Engineering at the Technical University of Munich (Germany). After a short detour into the private hydropower sector, Sebastian accomplished his doctorate at the Ecole Polytechnique fédérale de Lausanne (EPFL, Switzerland) from 2013 to 2017 under the supervision of Prof. Anton J. Schleiss and Prof. Mário Franca. His PhD thesis entitled Hydro-morphological processes through permeable sediment traps at mountain rivers provides new insights into sediment transport for landscape dynamics and flood risk mitigation in Alpine regions (download at epfl.ch).
Between 2017 and 2019, Sebastian pursued postdoctoral research at the University of California, Davis (USA), with Prof. Greg Pasternack. The emphasis of his postdoctoral research was on the ecohydraulic enhancement of the Yuba River (California, USA) based on aerial (lidar) imagery and numerical models. Find out more about Sebastian and his scientific career at ORCID.org.
Teaching
Sebastian offers classes, workshops, and courses covering the following topics:
- Basics and advanced Python programming (including collaborative code design and documentation) for Water Resources Engineering, Ecohydraulic Research, and Spatial Data Analysis
- Numerical Modelling, Sediment Transport, and Morphodynamics for Hydraulic Engineering
- Integrated Flood Protection Management, River Restoration, and River Engineering
Sebastian also offers tutorials, supplemental materials, and practice-oriented exercises at hydro-informatics.com.Graduating students: Are you looking for an exciting Bachelor or Master Thesis? Visit the IWS team website to apply for one of the announcements. Currently, the following topics are waiting for motivated students:
Do you already have an idea for an innovative research or a practice (applied reasearch) project? Contact Sebastian and get your creativity started.
Research
Sebastian focuses on sediment transport, (river) restoration ecology, ecohydraulics, water resources engineering, and the development of Python algorithms for workflow automation and numerical model (optimization). The full record of his scientific works is available at ORCID.org and here is a list of selected papers:
- Mouris, Schwindt, Haun, Wieprecht, 2022. Introducing seasonal snow memory into the RUSLE. Journal of Soils and Sediments. doi: 10.1007/s11368-022-03192-1
- Diaz-Gomez, Pasternack, Guillon, Byrne, Schwindt, Larrieu, Sandoval-Solis, 2022. Mapping subaerial sand-gravel-cobble fluvial sediment facies using airborne lidar and machine learning. Geomorphology 401, 108106. doi: 10.1016/j.geomorph.2021.108106
- Negreiros, Schwindt, Haun, Wieprecht, 2021.Fuzzy Map Comparisons Enable Objective Hydro-morphodynamic Model Validation. Earth Surface Processes and Landforms. doi: 10.1002/esp.5285
- Larrieu, Pasternack, Schwindt, 2020. Automated analysis of lateral river connectivity and fish stranding risks-Part 1: Review, theory and algorithm. Ecohydrology 14(2). doi:10.1002/eco.2268
- Moldenhauer-Roth, Piton, Schwindt, Jafarnejad, Schleiss, 2021. Design of sediment detention basins: scaled model experiments and application. International Journal of Sediment Research. doi:10.1016/j.ijsrc.2020.07.007
- Schwindt, Larrieu, Pasternack, Rabone, 2020. River Architect. SoftwareX 11. doi: 10.1016/j.softx.2020.100438 | Download (open access)
- Schwindt, Pasternack, Bratovich, Rabone, Simodynes, 2019. Hydro-morphological parameters generate lifespan maps for stream restoration management. Journal of Environmental Management 232, 475-489. doi: 10.1016/j.jenvman.2018.11.010
- Schwindt, Franca, Reffo, Schleiss, 2018. Sediment traps with guiding channel and hybrid check dams improve controlled sediment retention. Natural Hazards and Earth System Science 18, 647-668. doi: 10.5194/nhess-18-647-2018 | Download (open access)
- Schwindt, Franca, Schleiss, 2017. Effects of lateral and vertical constrictions on flow in rough steep channels with bedload. Journal of Hydraulic Engineering 143 (12), 04017052-1-12. doi: 10.1061/(ASCE)HY.1943-7900.0001389
- Schwindt, Franca, De Cesare, Schleiss, 2017. Analysis of mechanical-hydraulic deposition control measures. Geomorphology 295, 467–479. doi: 10.1016/j.geomorph.2017.07.020
Codes, research algorithms, and Python packages from Sebastian are mostly hosted on GitHub along with detailed docs. The following Python packages and programs are available:
- FlussTools: A Python3 package for river analyses, including geo-spatial analyst functions, numerical model uncertainty assessments (fuzzy set based), lidar data processing tools, and database tweaks for the application of plants in restoration science. Sebastian maintains this repository together with former and current undergrad and grad students.
- River Architect: A Python-based back-end tool for river design and habitat enhancement with an extensive Wiki.
- Pydroscape: Basic Python3 tools primarily for (but not limited to) riverscape, sediment transport, geodata, and hydraulic analyses.
- Open Science: A repository that links to data and codes of Sebastian s PhD research.
- HY2OPT: A Python3 interface for the optimization of numerical models including pre- and post-processing (development stage - private access only - send an inquiry to learn more).
Awards and Distinctions
Sebastian is currently working on the following projects:
Accomplished scientific and other projects:
Get more information or start a new project by sending an inquiry on the Contact form.Contact
Find tutorials and short videos zooming into rivers and numerical models also on Sebastian's @ Hydro-Morphodynamics channel on YouTube.
Meet Sebastian at the EGU General Assembly 2022 and the IAHR World Congress in Granada.
More contact options are available at iws.uni-stuttgart.de.