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Fanara, Lida and Gwinner, Klaus and Hauber, Ernst and Oberst, J. (2018) Erosion rate of the north polar scarps of Mars based on automated detection of block falls in HiRISE images. European Planetary Science Congress 2018, 2018-09-16 - 2018-09-21, Berlin, Deutschland.
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Abstract
We automatically detected ice block falls in high resolution satellite images of the north polar region of Mars, with the aim of understanding their role in erosion processes and the morphological evolution of the region. Our change detection method is based on the combination of Binary Large OBjects (BLOB)detection and machine learning and we aim to extend our investigation to all steep scarps of the margin of the north polar ice cap where suitable high resolution data exist.
| Item URL in elib: | https://elib.dlr.de/142663/ | ||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||
| Title: | Erosion rate of the north polar scarps of Mars based on automated detection of block falls in HiRISE images | ||||||||||||||||||||
| Authors: |
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| Date: | 2018 | ||||||||||||||||||||
| Refereed publication: | No | ||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||
| Volume: | 12 | ||||||||||||||||||||
| Page Range: | EPSC2018-1273 | ||||||||||||||||||||
| Series Name: | EPSC Abstracts | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | Mars, change detection, erosion, block falls | ||||||||||||||||||||
| Event Title: | European Planetary Science Congress 2018 | ||||||||||||||||||||
| Event Location: | Berlin, Deutschland | ||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||
| Event Start Date: | 16 September 2018 | ||||||||||||||||||||
| Event End Date: | 21 September 2018 | ||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||||||
| HGF - Program Themes: | Space Exploration | ||||||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||||||
| DLR - Program: | R EW - Space Exploration | ||||||||||||||||||||
| DLR - Research theme (Project): | R - Exploration of the Solar System | ||||||||||||||||||||
| Location: | Berlin-Adlershof | ||||||||||||||||||||
| Institutes and Institutions: | Institute of Planetary Research > Planetary Geodesy Institute of Planetary Research > Planetary Geology | ||||||||||||||||||||
| Deposited By: | Fanara, Lida | ||||||||||||||||||||
| Deposited On: | 09 Jun 2021 07:51 | ||||||||||||||||||||
| Last Modified: | 24 Apr 2024 20:42 |
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