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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:
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