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Kattenborn

M.Sc. Teja Kattenborn

Wiss. Mitarbeiter
Forschung
Gruppe: Vegetation
Raum: 703.3 (Geb. 10.50)
Tel.: +49 721 608-43829
teja kattenbornEas1∂kit edu

Karlsruher Institut für Technologie (KIT)
Institut für Geographie und Geoökologie
Kaiserstr. 12
76131 Karlsruhe
Germany



Teja Kattenborn

Remote sensing of vegetation, UVA-based remote sensing, hyperspectral data

Topics

  • Usage of hyperspectral data to map plant functional types
  • Comparison / combination of empirical and radiative transfer models
  • UAV-based remote sensing applications

Curriculum vitae

Since 2015 PhD student at the IfGG. Topic: Combination of empirical and physical based models for habitat and vegetation monitoring.
2012-2014 M.Sc. Environmental Sciences (major) / GIS & Environmental Modelling (minor), Albert-Ludwigs University Freiburg Internship at SOPAC, Suva, Fiji.
2012- 2014 Research Assisstant at the Chair of Remote Sensing and Landscape Information Systems (FeLis), Albert-Ludwigs University Freiburg.
2009-2012 B.Sc. Environmental Sciences (major) / Hydrology (minor), Albert-Ludwigs University Freiburg Semester Abroad University of Stellenbosch, South Africa Internship at Universidad Distrital, Bogotá, Colombia.

Publikationen

Beiträge in referierten Zeitschriften
2018Kattenborn, T., Fassnacht, F. E., Schmidtlein, S. (2018): Differentiating plant functional types using reflectance: Which traits make the difference? Remote Sensing in Ecology and Conservation.

2017Fassnacht, F. E., Mangold, D., Schäfer, J., Immitzer, M., Kattenborn, T., Koch, B., Latifi, H. (2017): Estimating stand density, biomass and tree species from very high resolution stereo-imagery – towards an all-in-one sensor for forestry applications? Forestry, S. 1–19. 10.1093/forestry/cpx014 PDF

Kattenborn, T., Fassnacht, F. E., Pierce, S., Lopatin, J., Grime, J. P., Schmidtlein, S. (2017): Linking plant strategies and plant traits derived by radiative transfer modelling. Journal of Vegetation Science. 10.1111/jvs.12525

Lopatin, J., Fassnacht, F. E., Kattenborn, T., Schmidtlein, S. (2017): Mapping plant species in mixed grassland communities using close range imaging spectroscopy. Remote Sensing of Environment 201, S. 12–23. 10.1016/j.rse.2017.08.031

2015Kattenborn, T., Maack, J., Fassnacht, F. E., Enßle, F., Ermert, J., Koch, B. (2015): Mapping forest biomass from space – Fusion of hyperspectral EO1-hyperion data and Tandem-X and WorldView-2 canopy height models. International Journal of Applied Earth Observation and Geoinformation 35, S. 359–367. 10.1016/j.jag.2014.10.008 PDF

Maack, J., Kattenborn, T., Fassnacht, F. E., Enßle, F., Hernández, J., Corvalán, P., Koch, B. (2015): Modeling forest biomass using Very-High-Resolution data - Combining textural, spectral and photogrammetric predictors derived from spaceborne stereo images. European Journal of Remote Sensing 48, S. 245–261. PDF

2014Kattenborn, T., Sperlich, M., Bataua, K., Koch, B. (2014): Automatic single palm tree detection in plantations using UAV-based photogrammetric point clouds. International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences.

2013Fritz, A., Kattenborn, T., Koch, B. (2013): UAV-based photogrammetric point clouds - Tree stem mapping in open stands in comparison to terrestrial laser scanner point clouds. Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci. 40, S. 141–146. 10.5194/isprsarchives-xl-1-w2-141-2013 PDF

Beiträge in Zeitschriften und Reihen (nicht referiert)
2015Fassnacht, F. E., Kattenborn, T. (2015): Von Flughunden und Drohnen. Forum der Geoökologie 26, S. 15–18.

Buchkapitel
2014Koch, B., Kattenborn, T., Straub, C., Vauhkonen, J. (2014): Segmentation of forest to tree objects. S. 89–112. In: Maltamo, M., Næsset, E., Vauhkonen, J. (Hrsg.): Forestry Applications of Airborne Laser Scanning: Concepts and Case Studies.

Tagungsbände
2017Lopatin, J., Fassnacht, F. E., Kattenborn, T., Schmidtlein, S. (2017): Hyperspectral classification of grassland species: towards a UAS application for semi-automatic field surveys. Presented at EGU, Vienna, Austria, 08-13 April. Oral presentation. 10.13140/RG.2.2.25184.79361

Lopatin, J., Fassnacht, F. E., Kattenborn, T., Galleguillos, M., Jorge, P., Schmidtlein, S. (2017): Mapping peatland carbon stock: a structural equation modeling approach. Presented at IAVS, Palermo, Italy, 20-24 June. Oral presentation. 10.13140/rg.2.2.15118.46406 PDF

Veröffentlichungen in Tagungsbänden
2014Sperlich, M., Kattenborn, T., Koch, B., Kattenborn, G. (2014): Potential of Unmanned Aerial Vehicle Based Photogrammetric Point Clouds for Automatic Single Tree Detection. In: Seyfert, E., Gülch, E., Heipke, C., Schiewe, J., Sester, M. (Hrsg.): DGPF Tagungsband - Gemeinsame Tagung 2014 der DGfK, der DGPF, der GfGI und des GiN.

2013Kattenborn, T. (2013): Forest Change Assessment and Corresponding Driver Analysis in the Magdalena Department, Colombia (1985-2010). In: Seyfert, E., Gülch, E., Heipke, C., Schiewe, J., Sester, M. (Hrsg.): Tagungsband der 33. Wissenschaftlich-Technische Jahrestagung der DGPF 27.02 - 1.03. 2013.