Erosion rate of the north polar scarps of Mars based on automated detection of block falls in HiRISE images
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 OBject...
| Main Authors: | , , , |
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| Format: | Conference Object |
| Language: | English |
| Published: |
2018
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| Subjects: | |
| Online Access: | https://elib.dlr.de/142663/ |
| _version_ | 1835015833625034752 |
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| author | Fanara, Lida Gwinner, Klaus Hauber, Ernst Oberst, J. |
| author_facet | Fanara, Lida Gwinner, Klaus Hauber, Ernst Oberst, J. |
| author_sort | Fanara, Lida |
| collection | Unknown |
| description | 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. |
| format | Conference Object |
| genre | Ice cap |
| genre_facet | Ice cap |
| id | ftdlr:oai:elib.dlr.de:142663 |
| institution | Open Polar |
| language | English |
| op_collection_id | ftdlr |
| op_relation | https://elib.dlr.de/142663/1/EPSC2018-1273.pdf Fanara, Lida und Gwinner, Klaus und Hauber, Ernst und 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. |
| publishDate | 2018 |
| record_format | openpolar |
| spelling | ftdlr:oai:elib.dlr.de:142663 2025-06-15T14:29:21+00:00 Erosion rate of the north polar scarps of Mars based on automated detection of block falls in HiRISE images Fanara, Lida Gwinner, Klaus Hauber, Ernst Oberst, J. 2018 application/pdf https://elib.dlr.de/142663/ en eng https://elib.dlr.de/142663/1/EPSC2018-1273.pdf Fanara, Lida und Gwinner, Klaus und Hauber, Ernst und 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. Planetengeodäsie Planetengeologie Konferenzbeitrag NonPeerReviewed 2018 ftdlr 2025-06-04T04:58:10Z 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. Conference Object Ice cap Unknown |
| spellingShingle | Planetengeodäsie Planetengeologie Fanara, Lida Gwinner, Klaus Hauber, Ernst Oberst, J. Erosion rate of the north polar scarps of Mars based on automated detection of block falls in HiRISE images |
| title | Erosion rate of the north polar scarps of Mars based on automated detection of block falls in HiRISE images |
| title_full | Erosion rate of the north polar scarps of Mars based on automated detection of block falls in HiRISE images |
| title_fullStr | Erosion rate of the north polar scarps of Mars based on automated detection of block falls in HiRISE images |
| title_full_unstemmed | Erosion rate of the north polar scarps of Mars based on automated detection of block falls in HiRISE images |
| title_short | Erosion rate of the north polar scarps of Mars based on automated detection of block falls in HiRISE images |
| title_sort | erosion rate of the north polar scarps of mars based on automated detection of block falls in hirise images |
| topic | Planetengeodäsie Planetengeologie |
| topic_facet | Planetengeodäsie Planetengeologie |
| url | https://elib.dlr.de/142663/ |