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BACKES Dietmar

Main Referenced Co-authors
TEFERLE, Felix Norman  (9)
Schumann, Guy (5)
Gal, Yarin (2)
Oprea, Silviu (2)
Smith, Lewis (2)
Main Referenced Keywords
Drone Photogrammetry (4); Earth Observation (4); Flood detection (3); Artificial Intelligence (2); Artificial Intelligence (AI) (2);
Main Referenced Unit & Research Centers
FDL (1)
Luxembourg Center for Contemporary and Digital History (1)
Luxembourg Centre for Contemporary and Digital History (C2DH) > Digital Research Infrastructure (DRI) (1)
Nasa-Ames & Seti Institute (1)
University of Luxembourg (1)
Main Referenced Disciplines
Engineering, computing & technology: Multidisciplinary, general & others (12)
Earth sciences & physical geography (11)
Space science, astronomy & astrophysics (5)
Civil engineering (4)
Aerospace & aeronautics engineering (3)

Publications (total 16)

The most downloaded
977 downloads
Backes, D., Hassani, S. A., Teferle, F. N., & Schumann, G. (11 September 2019). A comparison between conventional Earth Observation Satellites and CubeSats; Requirements, Capabilities and Data Quality [Paper presentation]. 11th European CubeSat Symposium, Belval, Luxembourg. https://hdl.handle.net/10993/40339

The most cited

79 citations (Scopus®)

Mateo‑Garcia, G., Veitch‑Michaelis, J., Smith, L., Oprea, S., Schumann, G., Gal, Y., Baydin, A. G., & Backes, D. (31 March 2021). Towards global flood mapping onboard low cost satellites with machine learning. Scientific Reports, 11 (7249 (2021)). doi:10.1038/s41598-021-86650-z https://hdl.handle.net/10993/46697

Teferle, F. N., Wieneke, L., Parvaz, S., Bebon, Q., & Backes, D. (05 May 2022). Scanning the Past: A 3D Model of Trausch's Library [Paper presentation]. Producing Histography in a Changing World - Practices of Historians in Analog and Digital Contexts, Luxembourg and Esch-sur-Alzette, Luxembourg.

Mateo‑Garcia, G., Veitch‑Michaelis, J., Smith, L., Oprea, S., Schumann, G., Gal, Y., Baydin, A. G., & Backes, D. (31 March 2021). Towards global flood mapping onboard low cost satellites with machine learning. Scientific Reports, 11 (7249 (2021)). doi:10.1038/s41598-021-86650-z
Peer Reviewed verified by ORBi

Backes, D., & Teferle, F. N. (2020). Multiscale Integration of High-Resolution Spaceborne and Drone-Based Imagery for a High-Accuracy Digital Elevation Model Over Tristan da Cunha. Frontiers in Earth Science. doi:10.3389/feart.2020.00319
Peer Reviewed verified by ORBi

Backes, D., Smigaj, M., Schimka, M., Zahs, V., Grznárová, A., & Scaioni, M. (12 August 2020). RIVER MORPHOLOGY MONITORING OF A SMALL-SCALE ALPINE RIVERBED USING DRONE PHOTOGRAMMETRY AND LIDAR. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B2-2020 Article Metrics Related articles (1017), 1024. doi:10.5194/isprs-archives-XLIII-B2-2020-1017-2020
Peer reviewed

Khalil, A., Stravoravdis, S., & Backes, D. (2020). Categorisation of building data in the digital documentation of heritage buildings. Applied Geomatics. doi:10.1007/s12518-020-00322-7
Peer reviewed

Backes, D., Schumann, G., & Teferle, F. N. (11 December 2019). Conventional EO Satellites vs. CubeSats; FDL - AI flood detection onboard a Nano Satellite [Paper presentation]. 30th International Conference and AGM, Geological Remote Sensing Group (GRSG), Rome, Italy.

Mateo-Garcia, G., Oprea, S., Smith, L., Veitch-Michaelis, J., Schumann, G., Gal, Y., Baydin, A., & Backes, D. (October 2019). Flood Detection On Low Cost Orbital Hardware [Paper presentation]. Artificial Intelligence for Humanitarian Assistance and Disaster Response Workshop, 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada.

Backes, D., Hassani, S. A., Teferle, F. N., & Schumann, G. (11 September 2019). A comparison between conventional Earth Observation Satellites and CubeSats; Requirements, Capabilities and Data Quality [Paper presentation]. 11th European CubeSat Symposium, Belval, Luxembourg.

Teferle, F. N., Hunegnaw, A., Backes, D., Hibbert, A., Williams, S. D. P., Woodworth, P. L., & Pugh, J. P. (11 July 2019). Recent Activities on Tristan da Cunha Island: Geodetic Installations, Local Tie Measurements and their Analysis [Paper presentation]. 27th IUGG General Assembly, Montréal, Canada.

Backes, D., Schumann, G., Teferle, F. N., & Boehm, J. (June 2019). Towards a high-resolution drone-based 3D mapping dataset to optimise flood hazard modelling. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLII-2/W13, 181-187. doi:10.5194/isprs-archives-XLII-2-W13-181-2019
Peer Reviewed verified by ORBi

Backes, D., & Teferle, F. N. (09 April 2019). Integration of high-resolution space-borne and terrestrial topographic data sets - Case study Tristan da Cunha [Poster presentation]. European Geoscience Union General Assembly 2019, Vienna, Austria.

Backes, D., & Teferle, F. N. (12 December 2018). Merging DEMs from VHR Optical Imagery with Drone Data - A High-resolution DEM for Tristan da Cunha [Paper presentation]. GRSG 2018 Annual Conference, London, United Kingdom.

Backes, D. (26 June 2018). Case Study 'Lunar Water and Volatiles' - Lunar resources prospecting with AI [Paper presentation]. FDL-Europe; boot camp, Rome - Frascati, Italy.

Backes, D., Teferle, F. N., Abraha, K. E., & Bruyère, C. (10 April 2018). Towards multiscale data fusion of high-resolution space borne and terrestrial datasets over Tristan da Cunha [Poster presentation]. European Geoscience Union General Assembly 2018, Vienna, Austria.

Backes, D. (15 December 2017). NASA-FDL Artificial Intelligence in Planetary Science; Lunar Resource Mission [Paper presentation]. GRSG 2017 Annual Conference, Lisbon, Portugal.

Backes, D., Teasdale, O., & Eloff, J. (22 September 2016). An evaluation of low-cost consumer-grade UAS systems for 3D reality capture [Poster presentation]. 2nd Virtual Geoscience Conference (VGC), Bergen, Norway.

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