- SWR2 Impuls radio interview on "Artificial intelligence - searching for drinking water with satellites and AI" with Sina Keller
Dr. rer. nat. Sina Keller
- Akademische Mitarbeiterin
- office hours: Nach Vereinbarung
- room: 002 (Geb. 20.52)
- phone: +49 721 608 41815
- fax: +49 721 608 48450
- sina keller ∂does-not-exist.kit edu
Short CV
Dr. Sina Keller is a Privatdozentin at the KIT Faculty of Civil Engineering, Geosciences, and Environmental Sciences. In 2023, she completed her habilitation on "Concept and Application of Machine Learning Methods for Estimating Physical Quantities from Heterogeneous Geoinformation Data." She teaches and conducts research in machine learning applied to environmental informatics and is involved in interdisciplinary projects that integrate modern AI techniques with geographic information systems, remote sensing, and physical modeling.
Prior to her habilitation, Dr. Keller worked as a postdoctoral researcher at KIT, where she obtained her Ph.D. in natural sciences in 2015. Her academic journey also included a research stay as a visiting scientist at the Institute of Geodesy and Photogrammetry at ETH Zurich. During her doctoral studies, she served as a lecturer in mathematics at the Baden-Württemberg Cooperative State University Karlsruhe.
Media
- KIT-Video of voluntary activity in the German Red Cross: https://www.youtube.com/watch?v=lrPGfqA-mBE
Publications
2026
Multi-channel, multi-template event reconstruction for SuperCDMS data using machine learning
Albakry, M. F.; Alkhatib, I.; Alonso-González, D.; Anczarski, J.; Aralis, T.; Aramaki, T.; Langroudy, I. A.; Bathurst, C.; Bhattacharyya, R.; Biffl, A. J.; Brink, P. L.; Buchanan, M.; Bunker, R.; Cabrera, B.; Calkins, R.; Cameron, R. A.; Cartaro, C.; Cerdeño, D. G.; Chang, Y.-Y.; Chaudhuri, M.; Chen, J.-H.; Chen, R.; Chott, N.; Cooley, J.; Coombes, H.; Cushman, P.; Cyna, R.; Das, S.; Dharani, S.; di Vacri, M. L.; Diamond, M. D.; Elwan, M.; Fallows, S.; Fascione, E.; Figueroa-Feliciano, E.; Franzen, S. L.; Gevorgian, A.; Ghaith, M.; Godden, G.; Golatkar, J.; Golwala, S. R.; Gualtieri, R.; Hall, J.; Harms, S. A. S.; Hays, C.; Hines, B. A.; Hong, Z.; Hsu, L.; Huber, M. E.; Iyer, V.; Kashyap, V. K. S.; Keller, S. T. D.; Kelsey, M. H.; Kennard, K. T.; Kromer, Z.; Kubik, A.; Kurinsky, N. A.; Lee, M.; Leyva, J.; Lichtenberg, B.; Liu, J.; Liu, Y.; Asamar, E. L.; Lukens, P.; Noé, R. L.; MacFarlane, D. B.; Mahapatra, R.; Mammo, J. S.; Mayer, A. J.; McNamara, P. C.; Michaud, É.; Michielin, E.; Mickelson, K.; Mirabolfathi, N.; Mirzakhani, M.; Mohanty, B.; Mondal, D.; Monteiro, D.; Nelson, J.; Neog, H.; Orrell, J. L.; Osborne, M. D.; Oser, S. M.; Pandey, L.; Pandey, S.; Partridge, R.; Patel, P. K.; Pedreros, D. S.; Peng, W.; Perry, W. L.; Podviianiuk, R.; Potts, M.; Poudel, S. S.; Pradeep, A.; Pyle, M.; Rau, W.; Reynolds, T.; Rios, M.; Roberts, A.; Robinson, A. E.; Rosado, L.; Ryan, J. L.; Saab, T.; Sadek, D.; Sadoulet, B.; Sahoo, S. P.; Saikia, I.; Salehi, S.; Sander, J.; Sandoval, B.; Sattari, A.; Schnee, R. W.; Serfass, B.; Sharbaugh, A. E.; Shenoy, R. S.; Simchony, A.; Sinervo, P.; Smith, Z. J.; Soni, R.; Stifter, K.; Street, J.; Stukel, M.; Sun, H.; Tanner, E.; Tenpas, N.; Toback, D.; Villano, A. N.; Viol, J.; von Krosigk, B.; Wen, O.; Williams, Z.; Wilson, M. J.; Winchell, J.; Yellin, S.; Young, B. A.; Zatschler, B.; Zatschler, S.; Zaytsev, A.; Zhang, E.; Zheng, L.; Zuniga, A.; Zurowski, M. J.
2026. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 1087, Art.Nr: 171437. doi:10.1016/j.nima.2026.171437
Albakry, M. F.; Alkhatib, I.; Alonso-González, D.; Anczarski, J.; Aralis, T.; Aramaki, T.; Langroudy, I. A.; Bathurst, C.; Bhattacharyya, R.; Biffl, A. J.; Brink, P. L.; Buchanan, M.; Bunker, R.; Cabrera, B.; Calkins, R.; Cameron, R. A.; Cartaro, C.; Cerdeño, D. G.; Chang, Y.-Y.; Chaudhuri, M.; Chen, J.-H.; Chen, R.; Chott, N.; Cooley, J.; Coombes, H.; Cushman, P.; Cyna, R.; Das, S.; Dharani, S.; di Vacri, M. L.; Diamond, M. D.; Elwan, M.; Fallows, S.; Fascione, E.; Figueroa-Feliciano, E.; Franzen, S. L.; Gevorgian, A.; Ghaith, M.; Godden, G.; Golatkar, J.; Golwala, S. R.; Gualtieri, R.; Hall, J.; Harms, S. A. S.; Hays, C.; Hines, B. A.; Hong, Z.; Hsu, L.; Huber, M. E.; Iyer, V.; Kashyap, V. K. S.; Keller, S. T. D.; Kelsey, M. H.; Kennard, K. T.; Kromer, Z.; Kubik, A.; Kurinsky, N. A.; Lee, M.; Leyva, J.; Lichtenberg, B.; Liu, J.; Liu, Y.; Asamar, E. L.; Lukens, P.; Noé, R. L.; MacFarlane, D. B.; Mahapatra, R.; Mammo, J. S.; Mayer, A. J.; McNamara, P. C.; Michaud, É.; Michielin, E.; Mickelson, K.; Mirabolfathi, N.; Mirzakhani, M.; Mohanty, B.; Mondal, D.; Monteiro, D.; Nelson, J.; Neog, H.; Orrell, J. L.; Osborne, M. D.; Oser, S. M.; Pandey, L.; Pandey, S.; Partridge, R.; Patel, P. K.; Pedreros, D. S.; Peng, W.; Perry, W. L.; Podviianiuk, R.; Potts, M.; Poudel, S. S.; Pradeep, A.; Pyle, M.; Rau, W.; Reynolds, T.; Rios, M.; Roberts, A.; Robinson, A. E.; Rosado, L.; Ryan, J. L.; Saab, T.; Sadek, D.; Sadoulet, B.; Sahoo, S. P.; Saikia, I.; Salehi, S.; Sander, J.; Sandoval, B.; Sattari, A.; Schnee, R. W.; Serfass, B.; Sharbaugh, A. E.; Shenoy, R. S.; Simchony, A.; Sinervo, P.; Smith, Z. J.; Soni, R.; Stifter, K.; Street, J.; Stukel, M.; Sun, H.; Tanner, E.; Tenpas, N.; Toback, D.; Villano, A. N.; Viol, J.; von Krosigk, B.; Wen, O.; Williams, Z.; Wilson, M. J.; Winchell, J.; Yellin, S.; Young, B. A.; Zatschler, B.; Zatschler, S.; Zaytsev, A.; Zhang, E.; Zheng, L.; Zuniga, A.; Zurowski, M. J.
2026. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 1087, Art.Nr: 171437. doi:10.1016/j.nima.2026.171437
Search for low-mass electron-recoil dark matter using a single-charge sensitive SuperCDMS-HVeV detector
SuperCDMS Collaboration; Albakry, M. F.; Alkhatib, I.; Alonso-González, D.; Anczarski, J.; Aralis, T.; Aramaki, T.; Ataee Langroudy, I.; Bathurst, C.; Bhattacharyya, R.; Biffl, A. J.; Brink, P. L.; Buchanan, M.; Bunker, R.; Cabrera, B.; Calkins, R.; Cameron, R. A.; Cartaro, C.; Cerdeño, D. G.; Chang, Y.-Y.; Chaudhuri, M.; Chen, J.-H.; Chen, R.; Chott, N.; Cooley, J.; Coombes, H.; Cushman, P.; Cyna, R.; Das, S.; Dharani, S.; di Vacri, M. L.; Diamond, M. D.; Elwan, M.; Fallows, S.; Fascione, E.; Figueroa-Feliciano, E.; Franzen, S. L.; Gevorgian, A.; Ghaith, M.; Godden, G.; Golatkar, J.; Golwala, S. R.; Gualtieri, R.; Hall, J.; Harms, S. A. S.; Hays, C.; Hines, B. A.; Hong, Z.; Hsu, L.; Huber, M. E.; Iyer, V.; Kashyap, V. K. S.; Keller, S. T. D.; Kelsey, M. H.; Kennard, K. T.; Kromer, Z.; Kubik, A.; Kurinsky, N. A.; Lee, M.; Leyva, J.; Lichtenberg, B.; Liu, J.; Liu, Y.; Lopez Asamar, E.; Lukens, P.; López Noé, R.; MacFarlane, D. B.; Mahapatra, R.; Mammo, J. S.; Mast, N.; Mayer, A. J.; McNamara, P. C.; Meyer zu Theenhausen, H.; Michaud, É.; Michielin, E.; Mickelson, K.; Mirabolfathi, N.; Mirzakhani, M.; Mohanty, B.; Mondal, D.; Monteiro, D.; Nelson, J.; Neog, H.; Novati, V.; Orrell, J. L.; Osborne, M. D.; Oser, S. M.; Pandey, L.; Pandey, S.; Partridge, R.; Patel, P. K.; Pedreros, D. S.; Peng, W.; Perry, W. L.; Podviianiuk, R.; Potts, M.; Poudel, S. S.; Pradeep, A.; Pyle, M.; Rau, W.; Ren, R.; Reynolds, T.; Rios, M.; Roberts, A.; Robinson, A. E.; Rosado Del Rio, L.; Ryan, J. L.; Saab, T.; Sadek, D.; Sadoulet, B.; Sahoo, S. P.; Saikia, I.; Salehi, S.; Sander, J.; Sandoval, B.; Sattari, A.; Schmidt, B.; Schnee, R. W.; Serfass, B.; Sharbaugh, A. E.; Shenoy, R. S.; Simchony, A.; Sinervo, P.; Smith, Z. J.; Soni, R.; Stifter, K.; Street, J.; Stukel, M.; Sun, H.; Tanner, E.; Tenpas, N.; Toback, D.; Villano, A. N.; Viol, J.; von Krosigk, B.; Wang, Y.; Wen, O.; Williams, Z.; Wilson, M. J.; Winchell, J.; Yellin, S.; Young, B. A.; Zatschler, B.; Zatschler, S.; Zaytsev, A.; Zhang, E.; Zheng, L.; Zuniga, A.; Zurowski, M. J.
2026. Physical Review D, 113 (3), Art.-Nr.: 032001. doi:10.1103/5lnp-6mng
SuperCDMS Collaboration; Albakry, M. F.; Alkhatib, I.; Alonso-González, D.; Anczarski, J.; Aralis, T.; Aramaki, T.; Ataee Langroudy, I.; Bathurst, C.; Bhattacharyya, R.; Biffl, A. J.; Brink, P. L.; Buchanan, M.; Bunker, R.; Cabrera, B.; Calkins, R.; Cameron, R. A.; Cartaro, C.; Cerdeño, D. G.; Chang, Y.-Y.; Chaudhuri, M.; Chen, J.-H.; Chen, R.; Chott, N.; Cooley, J.; Coombes, H.; Cushman, P.; Cyna, R.; Das, S.; Dharani, S.; di Vacri, M. L.; Diamond, M. D.; Elwan, M.; Fallows, S.; Fascione, E.; Figueroa-Feliciano, E.; Franzen, S. L.; Gevorgian, A.; Ghaith, M.; Godden, G.; Golatkar, J.; Golwala, S. R.; Gualtieri, R.; Hall, J.; Harms, S. A. S.; Hays, C.; Hines, B. A.; Hong, Z.; Hsu, L.; Huber, M. E.; Iyer, V.; Kashyap, V. K. S.; Keller, S. T. D.; Kelsey, M. H.; Kennard, K. T.; Kromer, Z.; Kubik, A.; Kurinsky, N. A.; Lee, M.; Leyva, J.; Lichtenberg, B.; Liu, J.; Liu, Y.; Lopez Asamar, E.; Lukens, P.; López Noé, R.; MacFarlane, D. B.; Mahapatra, R.; Mammo, J. S.; Mast, N.; Mayer, A. J.; McNamara, P. C.; Meyer zu Theenhausen, H.; Michaud, É.; Michielin, E.; Mickelson, K.; Mirabolfathi, N.; Mirzakhani, M.; Mohanty, B.; Mondal, D.; Monteiro, D.; Nelson, J.; Neog, H.; Novati, V.; Orrell, J. L.; Osborne, M. D.; Oser, S. M.; Pandey, L.; Pandey, S.; Partridge, R.; Patel, P. K.; Pedreros, D. S.; Peng, W.; Perry, W. L.; Podviianiuk, R.; Potts, M.; Poudel, S. S.; Pradeep, A.; Pyle, M.; Rau, W.; Ren, R.; Reynolds, T.; Rios, M.; Roberts, A.; Robinson, A. E.; Rosado Del Rio, L.; Ryan, J. L.; Saab, T.; Sadek, D.; Sadoulet, B.; Sahoo, S. P.; Saikia, I.; Salehi, S.; Sander, J.; Sandoval, B.; Sattari, A.; Schmidt, B.; Schnee, R. W.; Serfass, B.; Sharbaugh, A. E.; Shenoy, R. S.; Simchony, A.; Sinervo, P.; Smith, Z. J.; Soni, R.; Stifter, K.; Street, J.; Stukel, M.; Sun, H.; Tanner, E.; Tenpas, N.; Toback, D.; Villano, A. N.; Viol, J.; von Krosigk, B.; Wang, Y.; Wen, O.; Williams, Z.; Wilson, M. J.; Winchell, J.; Yellin, S.; Young, B. A.; Zatschler, B.; Zatschler, S.; Zaytsev, A.; Zhang, E.; Zheng, L.; Zuniga, A.; Zurowski, M. J.
2026. Physical Review D, 113 (3), Art.-Nr.: 032001. doi:10.1103/5lnp-6mng
2025
Flame Length and Geometry as Key Indicators for Real-Time Thermal Stress Monitoring in a Multi-Burner Combustion Chamber
Arnold, M.; Hoyer, M.; Keller, S.
2025. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, X-G-2025, 117–124. doi:10.5194/isprs-annals-X-G-2025-117-2025
Arnold, M.; Hoyer, M.; Keller, S.
2025. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, X-G-2025, 117–124. doi:10.5194/isprs-annals-X-G-2025-117-2025
Einfluss der thermomechanischen Kopplung auf die Reibkraft in trockenen Gleitlagern unter hochfrequenter Anregung. PhD dissertation
Keller, S.
2025. KIT Scientific Publishing. doi:10.5445/KSP/1000183036
Keller, S.
2025. KIT Scientific Publishing. doi:10.5445/KSP/1000183036
Einfluss der thermomechanischen Kopplung auf die Reibkraft in trockenen Gleitlagern unter hochfrequenter Anregung. PhD dissertation
Keller, S.
2025, May 30. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000182049
Keller, S.
2025, May 30. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000182049
Entwicklung von Planungshilfen für Klimaschutz und Klimaanpassung in der räumlichen Gesamtplanung mittels Fernerkundung - Abschlussbericht
Keller, S.; Benz, S.; Jehling, M.; Böhnke, D.; Hager, G.; Wursthorn, S.; Gallacher, C.; Reiter, D.; Hänchen, L.; Kistner, F.; Krikau, S.; Schenk, A.; Hinz, S.
2025. Hessisches Ministerium für Wirtschaft, Energie, Verkehr, Wohnen und ländlichen Raum. doi:10.5445/IR/1000182412
Keller, S.; Benz, S.; Jehling, M.; Böhnke, D.; Hager, G.; Wursthorn, S.; Gallacher, C.; Reiter, D.; Hänchen, L.; Kistner, F.; Krikau, S.; Schenk, A.; Hinz, S.
2025. Hessisches Ministerium für Wirtschaft, Energie, Verkehr, Wohnen und ländlichen Raum. doi:10.5445/IR/1000182412
Machine Learning for Identifying Potential Photovoltaic Installations on Parking Areas
Kistner, F.; Keller, S.
2025. Proceedings of the 11th International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM 2025), 244–252, SciPress. doi:10.5220/0013476300003935
Kistner, F.; Keller, S.
2025. Proceedings of the 11th International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM 2025), 244–252, SciPress. doi:10.5220/0013476300003935
Deep Learning Framework for Multi-Class Segmentation of Photovoltaic Systems
Krikau, S.; Keller, S.
2025. IEEE Transactions on Geoscience and Remote Sensing, 63, 1–12. doi:10.1109/TGRS.2025.3640268
Krikau, S.; Keller, S.
2025. IEEE Transactions on Geoscience and Remote Sensing, 63, 1–12. doi:10.1109/TGRS.2025.3640268
Photovoltaic Systems: Reference Data on Rooftop and Ground-Mounted Installations
Krikau, S.; Keller, S.
2025, August 14. doi:10.35097/ggptxqgmqqczjp7v
Krikau, S.; Keller, S.
2025, August 14. doi:10.35097/ggptxqgmqqczjp7v
Low-energy calibration of SuperCDMS HVeV cryogenic silicon calorimeters using Compton steps
SuperCDMS Collaboration; Albakry, M. F.; Alkhatib, I.; Alonso-González, D.; Amaral, D. W. P.; Anczarski, J.; Aralis, T.; Aramaki, T.; Ataee Langroudy, I.; Bathurst, C.; Bhattacharyya, R.; Biffl, A. J.; Brink, P. L.; Buchanan, M.; Bunker, R.; Cabrera, B.; Calkins, R.; Cameron, R. A.; Cartaro, C.; Cerdeño, D. G.; Chang, Y.-Y.; Chaudhuri, M.; Chen, J.-H.; Chen, R.; Chott, N.; Cooley, J.; Coombes, H.; Cushman, P.; Cyna, R.; Das, S.; Dharani, S.; di Vacri, M. L.; Diamond, M. D.; Elwan, M.; Fallows, S.; Fascione, E.; Figueroa-Feliciano, E.; Franzen, S. L.; Gevorgian, A.; Ghaith, M.; Godden, G.; Golatkar, J.; Golwala, S. R.; Gualtieri, R.; Hall, J.; Harms, S. A. S.; Hays, C.; Hines, B. A.; Hong, Z.; Hsu, L.; Huber, M. E.; Iyer, V.; Kashyap, V. K. S.; Keller, S. T. D.; Kelsey, M. H.; Kennard, K. T.; Kromer, Z.; Kubik, A.; Kurinsky, N. A.; Lee, M.; Leyva, J.; Lichtenberg, B.; Liu, J.; Liu, Y.; Lopez Asamar, E.; Lukens, P.; López Noé, R.; MacFarlane, D. B.; Mahapatra, R.; Mammo, J. S.; Mast, N.; Mayer, A. J.; McNamara, P. C.; Meyer zu Theenhausen, H.; Michaud, É.; Michielin, E.; Mickelson, K.; Mirabolfathi, N.; Mirzakhani, M.; Mohanty, B.; Mondal, D.; Monteiro, D.; Nelson, J.; Neog, H.; Novati, V.; Orrell, J. L.; Osborne, M. D.; Oser, S. M.; Pandey, L.; Pandey, S.; Partridge, R.; Patel, P. K.; Pedreros, D. S.; Peng, W.; Perry, W. L.; Podviianiuk, R.; Potts, M.; Poudel, S. S.; Pradeep, A.; Pyle, M.; Rau, W.; Reid, E.; Ren, R.; Reynolds, T.; Rios, M.; Roberts, A.; Robinson, A. E.; Rosado Del Rio, L.; Ryan, J. L.; Saab, T.; Sadek, D.; Sadoulet, B.; Sahoo, S. P.; Saikia, I.; Salehi, S.; Sander, J.; Sandoval, B.; Sattari, A.; Schmidt, B.; Schnee, R. W.; Serfass, B.; Sharbaugh, A. E.; Shenoy, R. S.; Simchony, A.; Sinervo, P.; Smith, Z. J.; Soni, R.; Stifter, K.; Street, J.; Stukel, M.; Sun, H.; Tanner, E.; Tenpas, N.; Toback, D.; Villano, A. N.; Viol, J.; von Krosigk, B.; Wang, Y.; Wen, O.; Williams, Z.; Wilson, M. J.; Winchell, J.; Yellin, S.; Young, B. A.; Zatschler, B.; Zatschler, S.; Zaytsev, A.; Zhang, E.; Zheng, L.; Zuniga, A.; Zurowski, M. J.
2025. Physical Review D, 112 (9), Art.-Nr.: 092014. doi:10.1103/jj7w-gkgg
SuperCDMS Collaboration; Albakry, M. F.; Alkhatib, I.; Alonso-González, D.; Amaral, D. W. P.; Anczarski, J.; Aralis, T.; Aramaki, T.; Ataee Langroudy, I.; Bathurst, C.; Bhattacharyya, R.; Biffl, A. J.; Brink, P. L.; Buchanan, M.; Bunker, R.; Cabrera, B.; Calkins, R.; Cameron, R. A.; Cartaro, C.; Cerdeño, D. G.; Chang, Y.-Y.; Chaudhuri, M.; Chen, J.-H.; Chen, R.; Chott, N.; Cooley, J.; Coombes, H.; Cushman, P.; Cyna, R.; Das, S.; Dharani, S.; di Vacri, M. L.; Diamond, M. D.; Elwan, M.; Fallows, S.; Fascione, E.; Figueroa-Feliciano, E.; Franzen, S. L.; Gevorgian, A.; Ghaith, M.; Godden, G.; Golatkar, J.; Golwala, S. R.; Gualtieri, R.; Hall, J.; Harms, S. A. S.; Hays, C.; Hines, B. A.; Hong, Z.; Hsu, L.; Huber, M. E.; Iyer, V.; Kashyap, V. K. S.; Keller, S. T. D.; Kelsey, M. H.; Kennard, K. T.; Kromer, Z.; Kubik, A.; Kurinsky, N. A.; Lee, M.; Leyva, J.; Lichtenberg, B.; Liu, J.; Liu, Y.; Lopez Asamar, E.; Lukens, P.; López Noé, R.; MacFarlane, D. B.; Mahapatra, R.; Mammo, J. S.; Mast, N.; Mayer, A. J.; McNamara, P. C.; Meyer zu Theenhausen, H.; Michaud, É.; Michielin, E.; Mickelson, K.; Mirabolfathi, N.; Mirzakhani, M.; Mohanty, B.; Mondal, D.; Monteiro, D.; Nelson, J.; Neog, H.; Novati, V.; Orrell, J. L.; Osborne, M. D.; Oser, S. M.; Pandey, L.; Pandey, S.; Partridge, R.; Patel, P. K.; Pedreros, D. S.; Peng, W.; Perry, W. L.; Podviianiuk, R.; Potts, M.; Poudel, S. S.; Pradeep, A.; Pyle, M.; Rau, W.; Reid, E.; Ren, R.; Reynolds, T.; Rios, M.; Roberts, A.; Robinson, A. E.; Rosado Del Rio, L.; Ryan, J. L.; Saab, T.; Sadek, D.; Sadoulet, B.; Sahoo, S. P.; Saikia, I.; Salehi, S.; Sander, J.; Sandoval, B.; Sattari, A.; Schmidt, B.; Schnee, R. W.; Serfass, B.; Sharbaugh, A. E.; Shenoy, R. S.; Simchony, A.; Sinervo, P.; Smith, Z. J.; Soni, R.; Stifter, K.; Street, J.; Stukel, M.; Sun, H.; Tanner, E.; Tenpas, N.; Toback, D.; Villano, A. N.; Viol, J.; von Krosigk, B.; Wang, Y.; Wen, O.; Williams, Z.; Wilson, M. J.; Winchell, J.; Yellin, S.; Young, B. A.; Zatschler, B.; Zatschler, S.; Zaytsev, A.; Zhang, E.; Zheng, L.; Zuniga, A.; Zurowski, M. J.
2025. Physical Review D, 112 (9), Art.-Nr.: 092014. doi:10.1103/jj7w-gkgg
(Wo) findet Innenentwicklung statt? – Ein siedlungsstruktureller Ansatz zur Analyse baulicher und demographischer Dynamiken
Wenner, F.; Reiter, D.; Keller, S.; Jehling, M.
2025. Flächennutzungsmonitoring XVII, 109–121, Rhombos Verlag. doi:10.5281/zenodo.18801120
Wenner, F.; Reiter, D.; Keller, S.; Jehling, M.
2025. Flächennutzungsmonitoring XVII, 109–121, Rhombos Verlag. doi:10.5281/zenodo.18801120
2024
Machine Learning Approaches for Vehicle Counting on Bridges Based on Global Ground-Based Radar Data
Arnold, M.; Keller, S.
2024. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, X-2-2024, 1–8. doi:10.5194/isprs-annals-X-2-2024-1-2024
Arnold, M.; Keller, S.
2024. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, X-2-2024, 1–8. doi:10.5194/isprs-annals-X-2-2024-1-2024
Machine Learning and Signal Processing for Bridge Traffic Classification with Radar Displacement Time-Series Data
Arnold, M.; Keller, S.
2024. Infrastructures, 9 (3), Article no: 37. doi:10.3390/infrastructures9030037
Arnold, M.; Keller, S.
2024. Infrastructures, 9 (3), Article no: 37. doi:10.3390/infrastructures9030037
Methods for Event Detection and Classification for Radar-Based Bridge Monitoring. PhD dissertation
Arnold, M. O.
2024, October 29. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000175422
Arnold, M. O.
2024, October 29. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000175422
Maßnahmen kommunaler Klimaanpassung - von Optionen zur räumlichen Verortung
Böhnke, D. H.; Benz, S. A.; Gallacher, C.; Keller, S.; Krikau, S.; Jehling, M.
2024, June 11. 16. Dresdner Flächennutzungssymposium (DFNS 2024), Dresden, Germany, June 11–12, 2024
Böhnke, D. H.; Benz, S. A.; Gallacher, C.; Keller, S.; Krikau, S.; Jehling, M.
2024, June 11. 16. Dresdner Flächennutzungssymposium (DFNS 2024), Dresden, Germany, June 11–12, 2024
Road Accessibility during Natural Hazards Based on Volunteered Geographic Information Data and Network Analysis
Florath, J.; Chanussot, J.; Keller, S.
2024. ISPRS International Journal of Geo-Information, 13 (4), Art.-Nr. 107. doi:10.3390/ijgi13040107
Florath, J.; Chanussot, J.; Keller, S.
2024. ISPRS International Journal of Geo-Information, 13 (4), Art.-Nr. 107. doi:10.3390/ijgi13040107
Rapid natural hazard extent estimation from twitter data: investigation for hurricane impact areas
Florath, J.; Chanussot, J.; Keller, S.
2024. Natural Hazards, 120 (7), 6775–6796. doi:10.1007/s11069-024-06488-2
Florath, J.; Chanussot, J.; Keller, S.
2024. Natural Hazards, 120 (7), 6775–6796. doi:10.1007/s11069-024-06488-2
Utilizing Volunteered Geographic Information for Real-Time Analysis of Fire Hazards: Investigating the Potential of Twitter Data in Assessing the Impacted Areas
Florath, J.; Chanussot, J.; Keller, S.
2024. Fire, 7 (1), Art.-Nr.: 6. doi:10.3390/fire7010006
Florath, J.; Chanussot, J.; Keller, S.
2024. Fire, 7 (1), Art.-Nr.: 6. doi:10.3390/fire7010006
Assessing the Impacts of Natural Hazards on Road Infrastructure Using Multi-Source Geoinformation. PhD dissertation
Florath, J. N.
2024, April 19. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000169618
Florath, J. N.
2024, April 19. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000169618
Thermo-mechanical investigation of a friction oscillator under high-frequency excitation = Thermomechanische Betrachtung eines Reibschwingers unter hochfrequenter Anregung
Keller, S.; Fidlin, A.
2024. Forschung im Ingenieurwesen, 88 (1), Artkl. Nr.: 33. doi:10.1007/s10010-024-00753-3
Keller, S.; Fidlin, A.
2024. Forschung im Ingenieurwesen, 88 (1), Artkl. Nr.: 33. doi:10.1007/s10010-024-00753-3
Thermo-Mechanical Investigation of a Rotational Friction Joint Under High-Frequency Excitation
Keller, S.; Fidlin, A.
2024. Proceedings of ITS-IFToMM 2024. Ed.: E. Ciulli, 306–315, Springer Nature Switzerland. doi:10.1007/978-3-031-62616-6_31
Keller, S.; Fidlin, A.
2024. Proceedings of ITS-IFToMM 2024. Ed.: E. Ciulli, 306–315, Springer Nature Switzerland. doi:10.1007/978-3-031-62616-6_31
Assessing fuels in European temperate forests and heathlands using remote sensing. PhD dissertation
Labenski, P.
2024, June 19. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000171668
Labenski, P.
2024, June 19. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000171668
Assessing Important Uncertainty Influences of Ground-Based Radar for Bridge Monitoring
Michel, C.; Keller, S.
2024. IEEE Geoscience and Remote Sensing Letters, 21, Art.-Nr.: 3501005. doi:10.1109/LGRS.2023.3343076
Michel, C.; Keller, S.
2024. IEEE Geoscience and Remote Sensing Letters, 21, Art.-Nr.: 3501005. doi:10.1109/LGRS.2023.3343076
2023
Product Digital-Platform-Business Co-Design: A Systematic Sprint Approach
Brecht, P.; Keller, S.; Nievera, M.; Hahn, C.; Pfaff, F.; Albers, A.
2023. Procedia CIRP, 119, 495 – 500. doi:10.1016/j.procir.2023.03.111
Brecht, P.; Keller, S.; Nievera, M.; Hahn, C.; Pfaff, F.; Albers, A.
2023. Procedia CIRP, 119, 495 – 500. doi:10.1016/j.procir.2023.03.111
Investigation of Volunteered Geographic Information Data for Near-Real-Time Spatial Analysis of Fire Hazards
Florath, J.; Chanussot, J.; Keller, S.
2023. Proceedings of the 9th International Conference on Geographical Information Systems Theory, Applications and Management GISTAM
Florath, J.; Chanussot, J.; Keller, S.
2023. Proceedings of the 9th International Conference on Geographical Information Systems Theory, Applications and Management GISTAM
Thermomechanical Investigation of a Friction Oscillator under High-frequency Excitation
Keller, S.; Fidlin, A.
2023. 4. VDI-Fachtagung: Schwingungen 2023, Würzburg, 27th -28th November 2023, 171–184, VDI Verlag. doi:10.51202/9783181024294-171
Keller, S.; Fidlin, A.
2023. 4. VDI-Fachtagung: Schwingungen 2023, Würzburg, 27th -28th November 2023, 171–184, VDI Verlag. doi:10.51202/9783181024294-171
Friction Reduction in a Revolute Joint by the Use of Axial High-Frequency Excitation
Keller, S.; Fidlin, A.
2023. Experimental Mechanics in Engineering and Biomechanics - Proceedings ICEM20. Ed.: J.F. Silva Gomes, Article no: 19958, NEGI-Instituto de Ciência e Inovação em Engenharia Mecânica e Gestão Industrial
Keller, S.; Fidlin, A.
2023. Experimental Mechanics in Engineering and Biomechanics - Proceedings ICEM20. Ed.: J.F. Silva Gomes, Article no: 19958, NEGI-Instituto de Ciência e Inovação em Engenharia Mecânica e Gestão Industrial
Konzeption und Einsatz Maschineller Lernverfahren zur Schätzung physikalischer Größen aus heterogenen Daten der Geoinformation. habilitation thesis
Keller, S.
2023. Karlsruher Institut für Technologie (KIT)
Keller, S.
2023. Karlsruher Institut für Technologie (KIT)
2022
Supervised Machine Learning Approaches on Multispectral Remote Sensing Data for a Combined Detection of Fire and Burned Area
Florath, J.; Keller, S.
2022. Remote sensing, 14 (3), Art.-Nr.: 657. doi:10.3390/rs14030657
Florath, J.; Keller, S.
2022. Remote sensing, 14 (3), Art.-Nr.: 657. doi:10.3390/rs14030657
Glacier Monitoring Based on Multi-Spectral and Multi-Temporal Satellite Data: A Case Study for Classification with Respect to Different Snow and Ice Types
Florath, J.; Keller, S.; Abarca-del-Rio, R.; Hinz, S.; Staub, G.; Weinmann, M.
2022. Remote sensing, 14 (4), Article no: 845. doi:10.3390/rs14040845
Florath, J.; Keller, S.; Abarca-del-Rio, R.; Hinz, S.; Staub, G.; Weinmann, M.
2022. Remote sensing, 14 (4), Article no: 845. doi:10.3390/rs14040845
Thermo-mechanische Betrachtung eines Drehgelenks mit trockener Reibung unter axialer Anregung
Keller, S.; Seemann, W.
2022. I. D-A-CH (Ed.), Achte IFToMM D-A-CH Konferenz 2022: 24./25. Februar 2022, Online-Konferenz, Universität Duisburg-Essen. doi:10.17185/duepublico/75424
Keller, S.; Seemann, W.
2022. I. D-A-CH (Ed.), Achte IFToMM D-A-CH Konferenz 2022: 24./25. Februar 2022, Online-Konferenz, Universität Duisburg-Essen. doi:10.17185/duepublico/75424
Evaluation of Transformers and Convolutional Neural Networks for High-Dimensional Hyperspectral Soil Texture Classification
Kühnlein, L.; Keller, S.
2022. 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WHISPERS56178.2022.9955087
Kühnlein, L.; Keller, S.
2022. 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WHISPERS56178.2022.9955087
Evaluation of self-supervised learning approaches for semantic segmentation of industrial burner flames
Landgraf, S.; Kühnlein, L.; Hillemann, M.; Hoyer, M.; Keller, S.; Ulrich, M.
2022. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B2-2022, 601–607. doi:10.5194/isprs-archives-XLIII-B2-2022-601-2022
Landgraf, S.; Kühnlein, L.; Hillemann, M.; Hoyer, M.; Keller, S.; Ulrich, M.
2022. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B2-2022, 601–607. doi:10.5194/isprs-archives-XLIII-B2-2022-601-2022
Determining and Investigating the Variability of Bridges’ Natural Frequencies with Ground-Based Radar
Michel, C.; Keller, S.
2022. Applied Sciences, 12 (11), Artk.Nr.: 5354. doi:10.3390/app12115354
Michel, C.; Keller, S.
2022. Applied Sciences, 12 (11), Artk.Nr.: 5354. doi:10.3390/app12115354
2021
Convolutional Neural Networks for Detecting Bridge Crossing Events with Ground-Based Interferometric Radar Data
Arnold, M.; Hoyer, M.; Keller, S.
2021. ISPRS annals, V-1-2021, 31–38. doi:10.5194/isprs-annals-V-1-2021-31-2021
Arnold, M.; Hoyer, M.; Keller, S.
2021. ISPRS annals, V-1-2021, 31–38. doi:10.5194/isprs-annals-V-1-2021-31-2021
Remote Sensing and Computer Vision Image Analysis: Summary and Recent Trends
Braun, A. C.; Weinmann, M.; Wursthorn, S.; Keller, S.; Schenk, A.; Jutzi, B.; Hinz, S.
2021. Object and pattern recognition in remote sensing. Ed.: S. Hinz, 323–346, Whittles Publishing
Braun, A. C.; Weinmann, M.; Wursthorn, S.; Keller, S.; Schenk, A.; Jutzi, B.; Hinz, S.
2021. Object and pattern recognition in remote sensing. Ed.: S. Hinz, 323–346, Whittles Publishing
Ratio-based features for data-driven bridge monitoring and damage detection
Döring, A.; Waibel, P.; Matthes, J.; Scherer, O.; Keller, H. B.; Keller, S.; Müller, J.; Schneider, O.
2021. Bridge Maintenance, Safety, Management, Life-Cycle Sustainability and Innovations. Ed.: H. Yokota, 2532–2541, CRC Press. doi:10.1201/9780429279119-346
Döring, A.; Waibel, P.; Matthes, J.; Scherer, O.; Keller, H. B.; Keller, S.; Müller, J.; Schneider, O.
2021. Bridge Maintenance, Safety, Management, Life-Cycle Sustainability and Innovations. Ed.: H. Yokota, 2532–2541, CRC Press. doi:10.1201/9780429279119-346
Ratio-based features for data-driven bridge monitoring and damage detection
Döring, A.; Waibel, P.; Matthes, J.; Bleszynski, L.; Scherer, O.; Keller, H. B.; Keller, S.; Müller, J.; Schneider, O.
2021, April. 10th Bridge Maintenance, Safety, Management, Life-Cycle Sustainability and Innovations (IABMAS 2021), Online, April 11–18, 2021
Döring, A.; Waibel, P.; Matthes, J.; Bleszynski, L.; Scherer, O.; Keller, H. B.; Keller, S.; Müller, J.; Schneider, O.
2021, April. 10th Bridge Maintenance, Safety, Management, Life-Cycle Sustainability and Innovations (IABMAS 2021), Online, April 11–18, 2021
Optical Remote Sensing for Glacier Monitoring with Respect to Different Snow and Ice Types: A Case Study for the Southern Patagonian Icefield
Florath, J.; Keller, S.; Staub, G.; Weinmann, M.
2021. 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 24–26 March 2021, Article no: 33, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WHISPERS52202.2021.9484055
Florath, J.; Keller, S.; Staub, G.; Weinmann, M.
2021. 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 24–26 March 2021, Article no: 33, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WHISPERS52202.2021.9484055
Towards detecting, characterizing and rating of road class errors in crowd-sourced road network databases
Guth, J.; Keller, S.; Hinz, S.; Winter, S.
2021. Journal of spatial information science, 22, 31. doi:10.5311/JOSIS.2021.22.677
Guth, J.; Keller, S.; Hinz, S.; Winter, S.
2021. Journal of spatial information science, 22, 31. doi:10.5311/JOSIS.2021.22.677
Formic acid oxidation reaction on Au(111) electrodes modified with 4-mercaptopyridine SAM
Hermann, J. M.; Müller, H.; Daccache, L.; Adler, C.; Keller, S.; Metzler, M.; Jacob, T.; Kibler, L. A.
2021. Electrochimica Acta, 388, Art.-Nr.: 138547. doi:10.1016/j.electacta.2021.138547
Hermann, J. M.; Müller, H.; Daccache, L.; Adler, C.; Keller, S.; Metzler, M.; Jacob, T.; Kibler, L. A.
2021. Electrochimica Acta, 388, Art.-Nr.: 138547. doi:10.1016/j.electacta.2021.138547
Analytical and numerical approach on quenching friction‐induced oscillations in MDOF‐systems by the use of high‐frequency excitation
Keller, S.; Seemann, W.
2021. Proceedings in applied mathematics and mechanics, 21 (1), e202100066. doi:10.1002/pamm.202100066
Keller, S.; Seemann, W.
2021. Proceedings in applied mathematics and mechanics, 21 (1), e202100066. doi:10.1002/pamm.202100066
Quenching friction‐induced oscillations in multibody‐systems by the use of high‐frequency excitation
Keller, S.; Seemann, W.
2021. Proceedings in applied mathematics and mechanics, 20 (1), Art.-Nr.: e202000185. doi:10.1002/pamm.202000185
Keller, S.; Seemann, W.
2021. Proceedings in applied mathematics and mechanics, 20 (1), Art.-Nr.: e202000185. doi:10.1002/pamm.202000185
Integrated Water Management Solutions in the Lurín Catchment, Lima, Peru – Supporting United Nations’ Sustainable Development Goal 6. Final report of the joint project TRUST
León, C. D.; Brauer, F.; Hügler, M.; Keller, S.; Kosow, H.; Krauss, M.; Wasielewski, S.; Wienhöfer, J.
2021. Universität Stuttgart. doi:10.18419/opus-11390
León, C. D.; Brauer, F.; Hügler, M.; Keller, S.; Kosow, H.; Krauss, M.; Wasielewski, S.; Wienhöfer, J.
2021. Universität Stuttgart. doi:10.18419/opus-11390
Deep Learning with WASI Simulation Data for Estimating Chlorophyll a Concentration of Inland Water Bodies
Maier, P.; Keller, S.; Hinz, S.
2021. Remote sensing, 13 (4), 718. doi:10.3390/rs13040718
Maier, P.; Keller, S.; Hinz, S.
2021. Remote sensing, 13 (4), 718. doi:10.3390/rs13040718
Introducing a non-invasive monitoring approach for bridge infrastructure with ground-based interferometric radar
Michel, C.; Keller, S.
2021. 13th European Conference on Synthetic Aperture Radar, EUSAR 2021: Online ; 29 March 2021 through 1 April 2021, 1073–1077, Institute of Electrical and Electronics Engineers (IEEE)
Michel, C.; Keller, S.
2021. 13th European Conference on Synthetic Aperture Radar, EUSAR 2021: Online ; 29 March 2021 through 1 April 2021, 1073–1077, Institute of Electrical and Electronics Engineers (IEEE)
Advancing Ground-Based Radar Processing for Bridge Infrastructure Monitoring
Michel, C.; Keller, S.
2021. Sensors, 21 (6), 2172. doi:10.3390/s21062172
Michel, C.; Keller, S.
2021. Sensors, 21 (6), 2172. doi:10.3390/s21062172
Deep Learning for Land Cover Change Detection
Sefrin, O.; Riese, F. M.; Keller, S.
2021. Remote sensing, 13 (1), Article no: 78. doi:10.3390/rs13010078
Sefrin, O.; Riese, F. M.; Keller, S.
2021. Remote sensing, 13 (1), Article no: 78. doi:10.3390/rs13010078
Advanced Methods for Kiln-Shell Monitoring to Optimize the Waelz Process for Zinc Recycling
Vogelbacher, M.; Keller, S.; Zehm, W.; Matthes, J.
2021. Processes, 9 (6), 1062. doi:10.3390/pr9061062
Vogelbacher, M.; Keller, S.; Zehm, W.; Matthes, J.
2021. Processes, 9 (6), 1062. doi:10.3390/pr9061062
2020
Detection and classification of bridge crossing Events with ground-based interferometric radar data and machine learning approaches
Arnold, M.; Keller, S.
2020. ISPRS annals, V-1-2020, 109–116. doi:10.5194/isprs-annals-V-1-2020-109-2020
Arnold, M.; Keller, S.
2020. ISPRS annals, V-1-2020, 109–116. doi:10.5194/isprs-annals-V-1-2020-109-2020
Multi-Parameter Estimation of Average Speed in Road Networks Using Fuzzy Control
Guth, J.; Wursthorn, S.; Keller, S.
2020. ISPRS International Journal of Geo-Information, 9 (1), Article No.55. doi:10.3390/ijgi9010055
Guth, J.; Wursthorn, S.; Keller, S.
2020. ISPRS International Journal of Geo-Information, 9 (1), Article No.55. doi:10.3390/ijgi9010055
Machine Learning Framework for the Estimation of Average Speed in Rural Road Networks with OpenStreetMap Data
Keller, S.; Gabriel, R.; Guth, J.
2020. ISPRS International Journal of Geo-Information, 9 (11), Art.-Nr.: 638. doi:10.3390/ijgi9110638
Keller, S.; Gabriel, R.; Guth, J.
2020. ISPRS International Journal of Geo-Information, 9 (11), Art.-Nr.: 638. doi:10.3390/ijgi9110638
Überwachung von Brückeninfrastrukturen : Neuer Ansatz von konventionellen und berührungslosen Sensoren
Keller, S.; Michel, C.; Schneider, O.; Müller, J.; Arnold, M.; Döring, A.; Hoyer, M.; Hinz, S.; Keller, H. B.
2020. Brückenbau, (3), 22–29
Keller, S.; Michel, C.; Schneider, O.; Müller, J.; Arnold, M.; Döring, A.; Hoyer, M.; Hinz, S.; Keller, H. B.
2020. Brückenbau, (3), 22–29
HydReSGeo: Field experiment dataset of surface-sub-surface infiltration dynamics acquired by hydrological, remote sensing, and geophysical measurement techniques
Keller, S.; Riese, F. M.; Allroggen, N.; Jackisch, C.
2020, May. doi:10.5880/fidgeo.2020.015
Keller, S.; Riese, F. M.; Allroggen, N.; Jackisch, C.
2020, May. doi:10.5880/fidgeo.2020.015
The contribution of tsunami evacuation analysis to evacuation planning in Chile: Applying a multi-perspective research design
Kubisch, S.; Guth, J.; Keller, S.; Bull, M. T.; Keller, L.; Braun, A. C.
2020. International journal of disaster risk reduction, 45, Article No.101462. doi:10.1016/j.ijdrr.2019.101462
Kubisch, S.; Guth, J.; Keller, S.; Bull, M. T.; Keller, L.; Braun, A. C.
2020. International journal of disaster risk reduction, 45, Article No.101462. doi:10.1016/j.ijdrr.2019.101462
SpecWa: Spectral remote sensing data and chlorophyll a values of inland waters
Maier, P. M.; Keller, S.
2020. doi:10.5880/fidgeo.2020.036
Maier, P. M.; Keller, S.
2020. doi:10.5880/fidgeo.2020.036
Supervised, Semi-supervised, and Unsupervised Learning for Hyperspectral Regression
Riese, F. M.; Keller, S.
2020. Hyperspectral Image Analysis : Advances in Machine Learning and Signal Processing. Hrsg.: S. Prasad, 187–232, Springer Nature. doi:10.1007/978-3-030-38617-7_7
Riese, F. M.; Keller, S.
2020. Hyperspectral Image Analysis : Advances in Machine Learning and Signal Processing. Hrsg.: S. Prasad, 187–232, Springer Nature. doi:10.1007/978-3-030-38617-7_7
Supervised and Semi-Supervised Self-Organizing Maps for Regression and Classification Focusing on Hyperspectral Data
Riese, F. M.; Keller, S.; Hinz, S.
2020. Remote sensing, 12 (1), Art. Nr.: 7. doi:10.3390/rs12010007
Riese, F. M.; Keller, S.; Hinz, S.
2020. Remote sensing, 12 (1), Art. Nr.: 7. doi:10.3390/rs12010007
Aerial Peruvian Andes Campaign (ALPACA) Dataset 2019
Riese, F. M.; Schroers, S.; Wienhöfer, J.; Keller, S.
2020, April 9. doi:10.5445/IR/1000118082
Riese, F. M.; Schroers, S.; Wienhöfer, J.; Keller, S.
2020, April 9. doi:10.5445/IR/1000118082
Code for Deep Learning for Land Cover Change Detection 1.0.1
Sefrin, O.; Riese, F. M.; Keller, S.
2020. doi:10.5281/zenodo.4289079
Sefrin, O.; Riese, F. M.; Keller, S.
2020. doi:10.5281/zenodo.4289079
CAOS Sentinel-2 Pipeline in Python
Wagner, P.; Riese, F. M.; Keller, S.
2020. doi:10.5281/zenodo.3879622
Wagner, P.; Riese, F. M.; Keller, S.
2020. doi:10.5281/zenodo.3879622
2019
Development of a generic concept to analyze the accessibility of emergency facilities in critical road infrastructure for disaster scenarios: exemplary application for the 2017 wildfires in Chile and Portugal
Guth, J.; Wursthorn, S.; Braun, A. C.; Keller, S.
2019. Natural hazards, 97 (3), 979–999. doi:10.1007/s11069-019-03672-7
Guth, J.; Wursthorn, S.; Braun, A. C.; Keller, S.
2019. Natural hazards, 97 (3), 979–999. doi:10.1007/s11069-019-03672-7
Fusion hyperspektraler, LWIR- und Bodenradar-Daten mit maschinellen Lernverfahren zur Bodenfeuchteschätzung
Keller, S.
2019. Digitale Bildverarbeitung und Geoinformation. Datenfusion unter geometrischen, physikalischen und semantischen Aspekten. Hrsg.: S. Hinz, 217–250, Wichmann
Keller, S.
2019. Digitale Bildverarbeitung und Geoinformation. Datenfusion unter geometrischen, physikalischen und semantischen Aspekten. Hrsg.: S. Hinz, 217–250, Wichmann
Combining a social science approach and GIS-based simulation to analyse evacuation in natural disasters: A case study in the Chilean community of Talcahuano
Kubisch, S.; Guth, J.; Keller, S.; Bull, M.; Braun, A.
2019. Conference proceedings 16th International Conference on Information Systems for Crisis Response and Management, Valencia (Spain), May 19-22. Ed.: Z. Franco, 497–515, Universitat Politècnica de València
Kubisch, S.; Guth, J.; Keller, S.; Bull, M.; Braun, A.
2019. Conference proceedings 16th International Conference on Information Systems for Crisis Response and Management, Valencia (Spain), May 19-22. Ed.: Z. Franco, 497–515, Universitat Politècnica de València
Solutions and planning tools for water supply and wastewater management in prosperous regions tackling water scarcity
León, C. D.; Kosow, H.; Zahumensky, Y.; Krauß, M.; Wasielewski, S.; Minke, R.; Wienhöfer, J.; Riese, F. M.; Keller, S.; Sturm, S.; Brauer, F.; Hügler, M.; Gottwalt, J.; Riepl, D.
2019. Proceedings of the GRoW Midterm Conference - Global analyses and local solutions for sustainable water resources management, Frankfurt am Main, 20-21 February 2019. Ed.: A. Kramer, 28–31, adelphi
León, C. D.; Kosow, H.; Zahumensky, Y.; Krauß, M.; Wasielewski, S.; Minke, R.; Wienhöfer, J.; Riese, F. M.; Keller, S.; Sturm, S.; Brauer, F.; Hügler, M.; Gottwalt, J.; Riepl, D.
2019. Proceedings of the GRoW Midterm Conference - Global analyses and local solutions for sustainable water resources management, Frankfurt am Main, 20-21 February 2019. Ed.: A. Kramer, 28–31, adelphi
ESTIMATING CHLOROPHYLL A CONCENTRATIONS OF SEVERAL INLAND WATERS WITH HYPERSPECTRAL DATA AND MACHINE LEARNING MODELS
Maier, P.; Keller, S.
2019. ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands. Ed.: G. Vosselman, 609–614, ISPRS. doi:10.5194/isprs-annals-IV-2-W5-609-2019
Maier, P.; Keller, S.
2019. ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands. Ed.: G. Vosselman, 609–614, ISPRS. doi:10.5194/isprs-annals-IV-2-W5-609-2019
Application Of Different Simulated Spectral Data And Machine Learning To Estimate The Chlorophyll A Concentration Of Several Inland Waters
Maier, P. M.; Keller, S.
2019. Institute of Electrical and Electronics Engineers (IEEE)
Maier, P. M.; Keller, S.
2019. Institute of Electrical and Electronics Engineers (IEEE)
Application Of Different Simulated Spectral Data And Machine Learning To Estimate The Chlorophyll A Concentration Of Several Inland Waters
Maier, P. M.; Keller, S.
2019. 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 24-26 Sept. 2019, Amsterdam, Netherlands, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WHISPERS.2019.8921073
Maier, P. M.; Keller, S.
2019. 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 24-26 Sept. 2019, Amsterdam, Netherlands, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WHISPERS.2019.8921073
SUSI: Supervised Self-Organizing Maps for Regression and Classification in Python
Riese, F. M.; Keller, S.
2019
Riese, F. M.; Keller, S.
2019
Soil Texture Classification with 1D Convolutional Neural Networks based on Hyperspectral Data
Riese, F. M.; Keller, S.
2019. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (2019 ISPRS) Geospatial Week 2019, Enschede, NL, June 10-14, 2019. Vol. IV-2/W5, 615–621. doi:10.5194/isprs-annals-IV-2-W5-615-2019
Riese, F. M.; Keller, S.
2019. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (2019 ISPRS) Geospatial Week 2019, Enschede, NL, June 10-14, 2019. Vol. IV-2/W5, 615–621. doi:10.5194/isprs-annals-IV-2-W5-615-2019
Künstliche Intelligenz in der Umweltforschung
Riese, F. M.; Sexauer, A.; Wetzel, C.; Reiling, Y.; Keller, S.; Hinz, S.
2019
Riese, F. M.; Sexauer, A.; Wetzel, C.; Reiling, Y.; Keller, S.; Hinz, S.
2019
Fuzzy Estimation of Link Travel Time from a Digital Elevation Model and Road Hierarchy Level
Stötzer, J.; Wursthorn, S.; Keller, S.
2019. Proceedings of the 5th International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM), Heraklion, GR, May 3-5, 2019. Vol. 1, 15–25, SciTePress. doi:10.5220/0007655800150025
Stötzer, J.; Wursthorn, S.; Keller, S.
2019. Proceedings of the 5th International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM), Heraklion, GR, May 3-5, 2019. Vol. 1, 15–25, SciTePress. doi:10.5220/0007655800150025
2018
Unsupervised Feature Selection Based on Ultrametricity and Sparse Training Data: A Case Study for the Classification of High-Dimensional Hyperspectral Data
Bradley, P. E.; Keller, S.; Weinmann, M.
2018. Remote sensing, 10 (10), Art.Nr.: 1564. doi:10.3390/rs10101564
Bradley, P. E.; Keller, S.; Weinmann, M.
2018. Remote sensing, 10 (10), Art.Nr.: 1564. doi:10.3390/rs10101564
Critical Infrastructure Analysis (CRITIS) in Developing Regions – Designing an Approach to Analyse Peripheral Remoteness, Risks of Accessibility Loss, and Isolation due to Road Network Insufficiencies in Chile
Braun, A.; Stötzer, J.; Kubisch, S.; Keller, S.
2018. GI-Forum, 6 (2), 302 - 321. doi:10.1553/giscience2018_02_s302
Braun, A.; Stötzer, J.; Kubisch, S.; Keller, S.
2018. GI-Forum, 6 (2), 302 - 321. doi:10.1553/giscience2018_02_s302
Infrared measurements and estimation of temperature in the restrictive scope of an industrial cement plant
Gabriel, R.; Keller, S.; Matthes, J.; Waibel, P.; Keller, H. B.; Hinz, S.
2018. 2018 ISPRS Technical Commission I Midterm Symposium on Innovative Sensing - From Sensors to Methods and Applications; Karlsruhe; Germany; 10 October 2018 through 12 October 2018, 53–60, Curran. doi:10.5194/isprs-annals-IV-1-53-2018
Gabriel, R.; Keller, S.; Matthes, J.; Waibel, P.; Keller, H. B.; Hinz, S.
2018. 2018 ISPRS Technical Commission I Midterm Symposium on Innovative Sensing - From Sensors to Methods and Applications; Karlsruhe; Germany; 10 October 2018 through 12 October 2018, 53–60, Curran. doi:10.5194/isprs-annals-IV-1-53-2018
Influence of surface properties on the dip coating behavior of hollow fiber membranes
Jesswein, I.; Uebele, S.; Dieterich, A.; Keller, S.; Hirth, T.; Schiestel, T.
2018. Journal of applied polymer science, 135 (16), 46163. doi:10.1002/app.46163
Jesswein, I.; Uebele, S.; Dieterich, A.; Keller, S.; Hirth, T.; Schiestel, T.
2018. Journal of applied polymer science, 135 (16), 46163. doi:10.1002/app.46163
Hyperspectral Data and Machine Learning for Estimating CDOM, Chlorophyll a, Diatoms, Green Algae and Turbidity
Keller, S.; Maier, P.; Riese, F.; Norra, S.; Holbach, A.; Börsig, N.; Wilhelms, A.; Moldaenke, C.; Zaake, A.; Hinz, S.
2018. International journal of environmental research and public health, 15 (9), 1881/1–15. doi:10.3390/ijerph15091881
Keller, S.; Maier, P.; Riese, F.; Norra, S.; Holbach, A.; Börsig, N.; Wilhelms, A.; Moldaenke, C.; Zaake, A.; Hinz, S.
2018. International journal of environmental research and public health, 15 (9), 1881/1–15. doi:10.3390/ijerph15091881
Modeling Subsurface Soil Moisture Based on Hyperspectral Data : First Results of a Multilateral Field Campaign
Keller, S.; Riese, F. M.; Allroggen, N.; Jackisch, C.; Hinz, S.
2018. Photogrammetrie, Fernerkundung, Geoinformatik, Kartographie 2018 (PFGK18) : Beiträge der 37. Wissenschaftlich-Technische Jahrestagung der DGPF e.V., 5. Münchner GI-Runde Runder Tisch GIS e.V. und des 66. Deutscher Kartographie Kongress der DGfK e.V., München, Deutschland, 7. - 9. März 2018. Hrsg.: T. P. Kersten, 34–48, Deutsche Gesellschaft für Photogrammetrie
Keller, S.; Riese, F. M.; Allroggen, N.; Jackisch, C.; Hinz, S.
2018. Photogrammetrie, Fernerkundung, Geoinformatik, Kartographie 2018 (PFGK18) : Beiträge der 37. Wissenschaftlich-Technische Jahrestagung der DGPF e.V., 5. Münchner GI-Runde Runder Tisch GIS e.V. und des 66. Deutscher Kartographie Kongress der DGfK e.V., München, Deutschland, 7. - 9. März 2018. Hrsg.: T. P. Kersten, 34–48, Deutsche Gesellschaft für Photogrammetrie
Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral data
Keller, S.; Riese, F. M.; Stötzer, J.; Maier, P. M.; Hinz, S.
2018. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences - Symposium “Innovative Sensing – From Sensors to Methods and Applications”, Karlsruhe, Germany, 10–12 October 2018. Volume: IV-1, 101–108, ISPRS. doi:10.5194/isprs-annals-IV-1-101-2018
Keller, S.; Riese, F. M.; Stötzer, J.; Maier, P. M.; Hinz, S.
2018. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences - Symposium “Innovative Sensing – From Sensors to Methods and Applications”, Karlsruhe, Germany, 10–12 October 2018. Volume: IV-1, 101–108, ISPRS. doi:10.5194/isprs-annals-IV-1-101-2018
Estimation of Chlorophyll a, Diatoms and Green Algae Based on Hyperspectral Data with Machine Learning Approaches
Maier, P. M.; Hinz, S.; Keller, S.
2018. Photogrammetrie, Fernerkundung, Geoinformatik, Kartographie 2018 (PFGK18) : Beiträge der 37. Wissenschaftlich-Technische Jahrestagung der DGPF e.V., 5. Münchner GI-Runde Runder Tisch GIS e.V. und des 66. Deutscher Kartographie Kongress der DGfK e.V., München, Deutschland, 7. - 10. März 2018. Hrsg.: T. P. Kersten, 49–57, Deutsche Gesellschaft für Photogrammetrie
Maier, P. M.; Hinz, S.; Keller, S.
2018. Photogrammetrie, Fernerkundung, Geoinformatik, Kartographie 2018 (PFGK18) : Beiträge der 37. Wissenschaftlich-Technische Jahrestagung der DGPF e.V., 5. Münchner GI-Runde Runder Tisch GIS e.V. und des 66. Deutscher Kartographie Kongress der DGfK e.V., München, Deutschland, 7. - 10. März 2018. Hrsg.: T. P. Kersten, 49–57, Deutsche Gesellschaft für Photogrammetrie
Machine learning regression on hyperspectral data to estimate multiple water parameters
Maier, P. M.; Keller, S.
2018
Maier, P. M.; Keller, S.
2018
Introducing a Framework of Self-Organizing Maps for Regression of Soil Moisture with Hyperspectral Data
Riese, F. M.; Keller, S.
2018. IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, Valencia, Spain, 22nd - 27th July, 2018, 6151–6154, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS.2018.8517812
Riese, F. M.; Keller, S.
2018. IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, Valencia, Spain, 22nd - 27th July, 2018, 6151–6154, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS.2018.8517812
Hyperspectral benchmark dataset on soil moisture
Riese, F. M.; Keller, S.
2018, April 24. doi:10.5281/zenodo.1227837
Riese, F. M.; Keller, S.
2018, April 24. doi:10.5281/zenodo.1227837
Fusion of hyperspectral and ground penetrating radar data to estimate soil moisture
Riese, F. M.; Keller, S.
2018. 9th Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (Whispers 2018), Amsterdam, NL, September 23-26, 2018, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WHISPERS.2018.8747076
Riese, F. M.; Keller, S.
2018. 9th Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (Whispers 2018), Amsterdam, NL, September 23-26, 2018, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WHISPERS.2018.8747076
A strain sensor based monitoring and damage detection system for a two-span beam bridge
Waibel, P.; Schneider, O.; Keller, H. B.; Müller, J.; Schneider, O.; Keller, S.
2018. Maintenance, Safety, Risk, Management and Life-Cycle Performance of Bridges: Proceedings of the 9th International Conference on Bridge Maintenance, Safety and Management (IABMAS 2018), Melbourne, AUS, July 9-13, 2018. Ed.: N. Powers, 1627–1634, CRC Press
Waibel, P.; Schneider, O.; Keller, H. B.; Müller, J.; Schneider, O.; Keller, S.
2018. Maintenance, Safety, Risk, Management and Life-Cycle Performance of Bridges: Proceedings of the 9th International Conference on Bridge Maintenance, Safety and Management (IABMAS 2018), Melbourne, AUS, July 9-13, 2018. Ed.: N. Powers, 1627–1634, CRC Press
2017
A Vulnerability Index and Analysis for the Road Network of Rural Chile
Braun, A.; Stötzer, J.; Kubisch, S.; Dittrich, A.; Keller, S.
2017. Natural hazard impacts on technological systems and infrastructures - European Geosciences Union General Assembly, Vienna, Austria, 23–28 April 2017
Braun, A.; Stötzer, J.; Kubisch, S.; Dittrich, A.; Keller, S.
2017. Natural hazard impacts on technological systems and infrastructures - European Geosciences Union General Assembly, Vienna, Austria, 23–28 April 2017
Revisiting Existing Classification Approaches for Building Materials Based on Hyperspectral Data
Ilehag, R.; Weinmann, M.; Schenk, A.; Keller, S.; Jutzi, B.; Hinz, S.
2017. The international archives of photogrammetry, remote sensing and spatial information sciences, XLII-3/W3, 65–71. doi:10.5194/isprs-archives-XLII-3-W3-65-2017
Ilehag, R.; Weinmann, M.; Schenk, A.; Keller, S.; Jutzi, B.; Hinz, S.
2017. The international archives of photogrammetry, remote sensing and spatial information sciences, XLII-3/W3, 65–71. doi:10.5194/isprs-archives-XLII-3-W3-65-2017
Investigation of the Potential of Hyperspectral EnMAP Data for Land Cover and Land Use Classification
Keller, S.; Braun, A. C.; Hinz, S.; Weinmann, M.
2017. Kulturelles Erbe erfassen und bewahren : Von der Dokumentation zum virtuellen Rundgang : 37. Wissenschaftlich-Technische Jahrestagung der DGPF, Würzburg, Deutschland, 7.-10. März 2017. Hrsg.: T. P. Kersten, 110–121, DGPF
Keller, S.; Braun, A. C.; Hinz, S.; Weinmann, M.
2017. Kulturelles Erbe erfassen und bewahren : Von der Dokumentation zum virtuellen Rundgang : 37. Wissenschaftlich-Technische Jahrestagung der DGPF, Würzburg, Deutschland, 7.-10. März 2017. Hrsg.: T. P. Kersten, 110–121, DGPF
Smarte online und in-situ operierende Multisensorsondensysteme für das moderne Gewässermonitoring
Norra, S.; Börsig, N.; Holbach, A.; Wilhelms, A.; Yang, J.; Haushahn, P.; Moldaenke, C.; Zaake, A.; Maier, P.; Keller, S.; Hinz, S.; Schmitt, C.; Düpmeier, C.
2017. DWA-Landesverbandstagung 2017 Baden-Württemberg, Fellbach, 12.-13.10.2017, 217–230, DWA
Norra, S.; Börsig, N.; Holbach, A.; Wilhelms, A.; Yang, J.; Haushahn, P.; Moldaenke, C.; Zaake, A.; Maier, P.; Keller, S.; Hinz, S.; Schmitt, C.; Düpmeier, C.
2017. DWA-Landesverbandstagung 2017 Baden-Württemberg, Fellbach, 12.-13.10.2017, 217–230, DWA
Optimierung der Verbrennung von alternativen Brennstoffen bei Mehrstoffbrennern durch bildbasierte Verfahren
Vogelbacher, M.; Keller, S.; Waibel, P.; Matthes, J.; Keller, H. B.
2017. 28. Deutscher Flammentag (2017), Darmstadt, Germany, September 6–7, 2017
Vogelbacher, M.; Keller, S.; Waibel, P.; Matthes, J.; Keller, H. B.
2017. 28. Deutscher Flammentag (2017), Darmstadt, Germany, September 6–7, 2017
Neuartige Kenngrößen zur Online-Beschreibung des Sonderabfall-Verbrennungsprozesses im Drehrohr einer Industrieanlage auf Basis von Infrarotaufnahmen
Waibel, P.; Vogelbacher, M.; Matthes, J.; Keller, S.; Keller, H. B.
2017. Energie aus Abfall, Band 14. Hrsg.: K. J. Thomé-Kozmiensky, 541–552, Thomé-Kozmiensky Verlag (TK)
Waibel, P.; Vogelbacher, M.; Matthes, J.; Keller, S.; Keller, H. B.
2017. Energie aus Abfall, Band 14. Hrsg.: K. J. Thomé-Kozmiensky, 541–552, Thomé-Kozmiensky Verlag (TK)
2016
Investigation of the impact of dimensionality reduction and feature selection on the classification of hyperspectral EnMAP data
Keller, S.; Braun, A. C.; Hinz, S.; Weinmann, M.
2016. 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Los Angeles, USA, 21 - 24 August 2016, 1–6
Keller, S.; Braun, A. C.; Hinz, S.; Weinmann, M.
2016. 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Los Angeles, USA, 21 - 24 August 2016, 1–6
Effizienzsteigerung von bestehenden Anlagen. Optimierung in der thermischen Abfallbehandlung durch den Einsatz von Infrarot-Kameratechnologien und dem INSPECT pro control System / Improving the efficiency of waste incineration processes. Optimization of thermal waste treatment based on infrared camera technologies and the INSPECT pro control system
Matthes, J.; Keller, S.; Schönecker, H.; Waibel, P.; Keller, H. B.
2016. 28. VDI-/ITAD-Konferenz Thermische Abfallbehandlung 2016, Würzburg, 21.-22.September
Matthes, J.; Keller, S.; Schönecker, H.; Waibel, P.; Keller, H. B.
2016. 28. VDI-/ITAD-Konferenz Thermische Abfallbehandlung 2016, Würzburg, 21.-22.September
Bildbasierte Überwachung und Optimierung der Verbrennung von alternativen Brennstoffen bei Mehrstoffbrennern
Vogelbacher, M.; Waibel, P.; Matthes, J.; Keller, S.; Keller, H. B.
2016. Anlagenbezogenes Monitoring : neue Anforderungen - neue Konzepte ; Würzburg, 25. und 26. Oktober 2016, 201–212, VDI Verlag
Vogelbacher, M.; Waibel, P.; Matthes, J.; Keller, S.; Keller, H. B.
2016. Anlagenbezogenes Monitoring : neue Anforderungen - neue Konzepte ; Würzburg, 25. und 26. Oktober 2016, 201–212, VDI Verlag
Bildbasierte Überwachung und Optimierung der Verbrennung von alternativen Brennstoffen bei Mehrstoffbrennern
Vogelbacher, M.; Waibel, P.; Matthes, J.; Keller, S.; Keller, H. B.
2016. 3.VDI-Fachtagung ’Anlagenbezogenes Monitoring’, Würzburg, 25.-26.Oktober 2016
Vogelbacher, M.; Waibel, P.; Matthes, J.; Keller, S.; Keller, H. B.
2016. 3.VDI-Fachtagung ’Anlagenbezogenes Monitoring’, Würzburg, 25.-26.Oktober 2016
2015
The EnMAP contest: developing and comparing classification approaches for the Environmental Mapping and Analysis Programme - Dataset and first results
Braun, A. C.; Weinmann, M.; Keller, S.; Müller, R.; Reinartz, P.; Hinz, S.
2015. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, ISPRS Geospatial Week 2015; La Grande Motte; France; 28 September 2015 through 3 October 2015. Ed.: N. Paparoditis, 169–175, International Society for Photogrammetry and Remote Sensing (ISPRS). doi:10.5194/isprsarchives-XL-3-W3-169-2015
Braun, A. C.; Weinmann, M.; Keller, S.; Müller, R.; Reinartz, P.; Hinz, S.
2015. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, ISPRS Geospatial Week 2015; La Grande Motte; France; 28 September 2015 through 3 October 2015. Ed.: N. Paparoditis, 169–175, International Society for Photogrammetry and Remote Sensing (ISPRS). doi:10.5194/isprsarchives-XL-3-W3-169-2015
Datenbasierte Analyse und Modellbildung zur Abschätzung spezifischer Gefahren des Klimawandels für Straßen - Methodik und Szenarien. PhD dissertation
Keller, S.
2015. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000048624
Keller, S.
2015. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000048624
2014
Mapping Natural Hazard Impacts on Road Infrastructure - The Extreme Precipitation in Baden-Württemberg, Germany, June 2013
Keller, S.; Atzl, A.
2014. International journal of disaster risk science, 5 (3), 227–241. doi:10.1007/s13753-014-0026-1
Keller, S.; Atzl, A.
2014. International journal of disaster risk science, 5 (3), 227–241. doi:10.1007/s13753-014-0026-1
2013
A Systemic Approach for the Analysis of Infrastructure-Specific Social Vulnerability
Atzl, A.; Keller, S.
2013. From social vulnerability to resilience: measuring progress toward disaster risk reduction : outcomes of the 7th UNU-EHS Summer Academy of the Munich Re Foundation Chair on Social Vulnerability, 1 - 7 July 2012, Hohenkammer, Germany. Ed.: S.L. Cutter, 27–43, UNU-EHS
Atzl, A.; Keller, S.
2013. From social vulnerability to resilience: measuring progress toward disaster risk reduction : outcomes of the 7th UNU-EHS Summer Academy of the Munich Re Foundation Chair on Social Vulnerability, 1 - 7 July 2012, Hohenkammer, Germany. Ed.: S.L. Cutter, 27–43, UNU-EHS
Dietary Crystallinge common-, micro-, nanoscale and emulsified nanoscale sitosterol reduce equally the cholesterol pool in guinea pigs, but varying nanosystems result in different sterol concentrations in serosal jejunum
Jahreis, G.; Wohlgemuth, S.; Grünz, G.; Martin, L.; Knieling, M.; Engel, R.; Türk, M.; Keller, S.
2013. Nanomedicine, 9, 1027–1035. doi:10.1016/j.nano.2013.03.007
Jahreis, G.; Wohlgemuth, S.; Grünz, G.; Martin, L.; Knieling, M.; Engel, R.; Türk, M.; Keller, S.
2013. Nanomedicine, 9, 1027–1035. doi:10.1016/j.nano.2013.03.007
Klimabezogene Hotspot-Analyse Kritischer Infrastrukturen in Baden-Württemberg
Keller, S.
2013. Deutscher Geographentag Passau 2.-8. Oktober 2013, Fachsitzung 71
Keller, S.
2013. Deutscher Geographentag Passau 2.-8. Oktober 2013, Fachsitzung 71
2012
Anpassung regionalplanerischer Entscheidungen mit Hilfe eines GIS-basierten Tools
Keller, S.; Atzl, A.
2012. Themenblock "Energiewende und Klimaschutz: Bewertungs- und Steuerungsinstrumente zur Unterstützung der naturverträglichen Anpassung", EUREGIA Leipzig , 24.10.2012
Keller, S.; Atzl, A.
2012. Themenblock "Energiewende und Klimaschutz: Bewertungs- und Steuerungsinstrumente zur Unterstützung der naturverträglichen Anpassung", EUREGIA Leipzig , 24.10.2012
2010
Short cationic antimicrobial peptides interact with ATP
Hilpert, K.; McLeod, B.; Yu, J.; Elliott, M. R.; Rautenbach, M.; Ruden, S.; Bürck, J.; Muhle-Goll, C.; Ulrich, A. S.; Keller, S.; Hancock, R. E. W.
2010. Antimicrobial Agents and Chemotherapy, 54, 4480–83. doi:10.1128/AAC.01664-09
Hilpert, K.; McLeod, B.; Yu, J.; Elliott, M. R.; Rautenbach, M.; Ruden, S.; Bürck, J.; Muhle-Goll, C.; Ulrich, A. S.; Keller, S.; Hancock, R. E. W.
2010. Antimicrobial Agents and Chemotherapy, 54, 4480–83. doi:10.1128/AAC.01664-09
2008
Diffuse X-ray scattering from statistically inhomogeneous distributions of threading dislocations beyond the ergodic hypothesis
Holy, V.; Baumbach, T.; Lübbert, D.; Helfen, L.; Ellyan, M.; Mikulik, P.; Keller, S.; DenBaars, S. P.; Speck, J.
2008. Physical Review B, 77, 094102/1–9. doi:10.1103/PhysRevB.77.094102
Holy, V.; Baumbach, T.; Lübbert, D.; Helfen, L.; Ellyan, M.; Mikulik, P.; Keller, S.; DenBaars, S. P.; Speck, J.
2008. Physical Review B, 77, 094102/1–9. doi:10.1103/PhysRevB.77.094102
Microdiffraction imaging of dislocation densities in microstructured samples
Lübbert, D.; Baumbach, T.; Holy, V.; Mikulik, P.; Helfen, L.; Pernot, P.; Elyyan, M.; Keller, S.; Katona, T. M.; DenBaars, S. P.; Speck, J. S.
2008. EPL, 82, 56002/1–2. doi:10.1209/0295-5075/82/56002
Lübbert, D.; Baumbach, T.; Holy, V.; Mikulik, P.; Helfen, L.; Pernot, P.; Elyyan, M.; Keller, S.; Katona, T. M.; DenBaars, S. P.; Speck, J. S.
2008. EPL, 82, 56002/1–2. doi:10.1209/0295-5075/82/56002
2006
Epitaxial lateral overgrowth of GaN studied by X-ray micro-diffraction imaging
Baumbach, T.; Lübbert, D.; Holy, V.; Mikulik, P.; Helfen, L.; Pernot, P.; Elyyan, M.; Keller, S.; Haskell, B.; Speck, J.
2006. 8th Bienneal Conf.on High Resolution X-Ray Diffraction and Imaging (XTOP 2006), Baden-Baden, September 19-22, 2006 Book of Abstracts
Baumbach, T.; Lübbert, D.; Holy, V.; Mikulik, P.; Helfen, L.; Pernot, P.; Elyyan, M.; Keller, S.; Haskell, B.; Speck, J.
2006. 8th Bienneal Conf.on High Resolution X-Ray Diffraction and Imaging (XTOP 2006), Baden-Baden, September 19-22, 2006 Book of Abstracts
X-ray microdiffraction imaging investigations of wing tilt in epitaxially overgrown GaN
Lübbert, D.; Mikulik, P.; Pernot, P.; Helfen, L.; Craven, M. D.; Keller, S.; DenBaars, S.; Baumbach, T.
2006. Physica status solidi (a), 203, 1733–38. doi:10.1002/pssa.200565251
Lübbert, D.; Mikulik, P.; Pernot, P.; Helfen, L.; Craven, M. D.; Keller, S.; DenBaars, S.; Baumbach, T.
2006. Physica status solidi (a), 203, 1733–38. doi:10.1002/pssa.200565251
2005
Characterization of epitacially laterally overgrown GaN structures by micrometer-resolved X-ray rocking curve imaging
Lübbert, D.; Baumbach, T.; Mikulik, P.; Pernot, P.; Helfen, L.; Keller, S.; Den Baars, S.
2005. Physik seit Albert Einstein : 69.Jahrestagung der DPG, Berlin, 4.-9.März 2005 Verhandlungen der Deutschen Physikalischen Gesellschaft, R.6, B.40(2005) HL 43.7
Lübbert, D.; Baumbach, T.; Mikulik, P.; Pernot, P.; Helfen, L.; Keller, S.; Den Baars, S.
2005. Physik seit Albert Einstein : 69.Jahrestagung der DPG, Berlin, 4.-9.März 2005 Verhandlungen der Deutschen Physikalischen Gesellschaft, R.6, B.40(2005) HL 43.7
Local wing tilt analysis of laterally overgrown GaN by x-ray rocking curve imaging
Lübbert, D.; Baumbach, T.; Mikulik, P.; Pernot, P.; Helfen, L.; Köhler, R.; Katona, T. M.; Keller, S.; DenBaars, S. P.
2005. Journal of Physics D, 38, A50-A54. doi:10.1088/0022-3727/38/10A/010
Lübbert, D.; Baumbach, T.; Mikulik, P.; Pernot, P.; Helfen, L.; Köhler, R.; Katona, T. M.; Keller, S.; DenBaars, S. P.
2005. Journal of Physics D, 38, A50-A54. doi:10.1088/0022-3727/38/10A/010
1995
Large scale triaxial tests in combination with a FEM analysis for the determination of the properties of a transversal isotropic rock mass
Natau, O.; Buehler, M.; Keller, S.; Mutschler, T.
1995. In: Proceedings of the 8th International Congress on Rock Mechanics, Tokyo, Japan 1995. Ed.: T. Fujii. Rotterdam 1995. S. 635-643
Natau, O.; Buehler, M.; Keller, S.; Mutschler, T.
1995. In: Proceedings of the 8th International Congress on Rock Mechanics, Tokyo, Japan 1995. Ed.: T. Fujii. Rotterdam 1995. S. 635-643
1994
Einflüsse von Foliationsbelägen, Temperaturen und Fluiden auf die Scherfestigkeit von Trennflächen in Paragneisen und Amphiboliten
Keller, S.
1994. In: Proceedings. "Forum für junge Geotechniker" anläßlich der 23. Baugrundtagung, Köln 1994. S. 16
Keller, S.
1994. In: Proceedings. "Forum für junge Geotechniker" anläßlich der 23. Baugrundtagung, Köln 1994. S. 16
1993
High temperature direct shear test parameters of soliations in gneisses of the KTB-pilot-hole
Keller, S.; Natau, O.
1993. In: Geoscientific results, Giessen 1993. Hrsg.: R. Emmermann. Hannover 1993. S. 187-190. (Beitraege zum KTB-Kolloquium. 6.) (KTB-Report. 93,2.)
Keller, S.; Natau, O.
1993. In: Geoscientific results, Giessen 1993. Hrsg.: R. Emmermann. Hannover 1993. S. 187-190. (Beitraege zum KTB-Kolloquium. 6.) (KTB-Report. 93,2.)