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M.Sc. Stenka Vulova
- © Stenka Vulova
Wissenschaftliche Mitarbeiterin
Tel.: +49 (0)30 / 314 - 27 85 1
E-Mail: stenka.vulova(at)tu-berlin.de
Raum: EB 234
| 2008-2012 | Bachelor of Science Degree in Ecology and Bachelor of Arts Degree in Anthropology at the University of Georgia (U.S.), Summa Cum Laude, Highest Honors |
| 2009 | Research Assistant at the Sustainable Human Ecosystems Laboratory (SHEL), University of Georgia (U.S.) |
| 2012 | Environmental Intern at the Georgia Department of Defense (DOD), Marietta, Georgia (U.S.) |
| 2013-2014 | Deputy Assistant Information Manager at the Sustainable Human Ecosystems Laboratory (SHEL), University of Georgia (U.S.) |
| 2014-2015 | Environmental Analyst at Adrian Collaborative, LLC (professional planning firm) in Duluth, Georgia (U.S.) |
| 2015 | Information Management Technician at the Sustainable Human Ecosystems Laboratory (SHEL), University of Georgia (U.S.) |
| 2015-2017 | International Master in Applied Ecology (IMAE) Erasmus Mundus Master Course at the University of Poitiers (France) and University of Kiel (Germany); courses in Ecuador, Poland, Finland, and India |
| 2017-2018 | Student Research Assistant for the German Research Foundation (DFG)-funded “Food Deserts” project and for the Earth Observation and Modelling (EOM) Laboratory, University of Kiel (Germany) |
| since 2018 | Doctoral student at the DFG Research Training Group 'Urban Water Interfaces' (UWI) |
Research topics:
- Machine learning and deep learning
- Remote sensing for climatological/ hydrological applications (satellite/ UAV)
- Remote sensing of vegetation
- Urban remote sensing
- Heat and vapor fluxes (air temperature, evapotranspiration) from remote sensing data
- Crowdsourcing/ volunteered geographic information
Publications:
2021
Vulova, S., Meier, F., Duarte Rocha, A., Quanz, J., Nouri, H., and Kleinschmit, B. (2021). Modeling urban evapotranspiration using remote sensing, flux footprints, and artificial intelligence. Science of The Total Environment. vol. 786. doi: 10.1016/j.scitotenv.2021.147293
Link: https://www.sciencedirect.com/science/article/pii/S0048969721023640
2020
Vulova, S., Meier, F., Fenner, D., Nouri, H. and Kleinschmit, B. (2020). Summer Nights in Berlin, Germany: Modeling Air Temperature Spatially With Remote Sensing, Crowdsourced Weather Data, and Machine Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13, 5074-5087. doi: 10.1109/JSTARS.2020.3019696
2019
Vulova, S., Kuhlemann, L.M., Tetzlaff, D., Soulsby, C. and Kleinschmit, B. (2019). Assessment of evapotranspiration from urban vegetation across space and time: a case study in Berlin. 2019 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp). Shanghai, China. doi: 10.1109/Multi-Temp.2019.8866903
Vulova, S. and Kleinschmit, B. (2019). Thermal behavior and its seasonal and diurnal variability of urban green infrastructure in a mid-latitude city - Berlin. 2019 Joint Urban Remote Sensing Event (JURSE). Vannes, France. doi: 10.1109/JURSE.2019.8809011