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Hänsch, Ronny and Arndt, Jacob and Gibb, Matthew and Boedihardjo, Arnold and Pedelose, Tyler and Bacastow, Todd M. (2022) The SpaceNet 8 Challenge - From Foundation Mapping to Flood Detection. In: 2022 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022, pp. 5073-5076. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022-07-17 - 2022-07-22, Kuala Lumpur, Malaysia. doi: 10.1109/IGARSS46834.2022.9883741. ISBN 978-166542792-0.
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Official URL: https://ieeexplore.ieee.org/abstract/document/9883741
Abstract
Floods are one of the major types of natural disasters responsible for loss of life, destruction of buildings and infrastructure, erosion of arable land, and environmental hazards around the world. Climate change, increasing populations, and urbanisation of flood plains will only increase the risk of flooding in the next few years. SpaceNet 8 presents a dataset that combines building footprint detection, road network extraction, and flood detection covering 850km2, including ~32,000 buildings and ~ 1,300 km of roads, of which ~ 13 and ~ 15 are flooded, respectively.
| Item URL in elib: | https://elib.dlr.de/191315/ | ||||||||||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||||||||||
| Title: | The SpaceNet 8 Challenge - From Foundation Mapping to Flood Detection | ||||||||||||||||||||||||||||
| Authors: |
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| Date: | July 2022 | ||||||||||||||||||||||||||||
| Journal or Publication Title: | 2022 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022 | ||||||||||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||||||||||
| Open Access: | No | ||||||||||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||||||||||
| DOI: | 10.1109/IGARSS46834.2022.9883741 | ||||||||||||||||||||||||||||
| Page Range: | pp. 5073-5076 | ||||||||||||||||||||||||||||
| ISBN: | 978-166542792-0 | ||||||||||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||||||||||
| Keywords: | Earth Observation, Flood Detection, Deep Learning, Benchmark | ||||||||||||||||||||||||||||
| Event Title: | IEEE International Geoscience and Remote Sensing Symposium (IGARSS) | ||||||||||||||||||||||||||||
| Event Location: | Kuala Lumpur, Malaysia | ||||||||||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||||||||||
| Event Dates: | 2022-07-17 - 2022-07-22 | ||||||||||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||||||||||||||
| HGF - Program Themes: | Earth Observation | ||||||||||||||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||||||||||||||
| DLR - Program: | R EO - Earth Observation | ||||||||||||||||||||||||||||
| DLR - Research theme (Project): | R - Artificial Intelligence | ||||||||||||||||||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||||||||||||||||||
| Institutes and Institutions: | Microwaves and Radar Institute > SAR Technology | ||||||||||||||||||||||||||||
| Deposited By: | Hänsch, Ronny | ||||||||||||||||||||||||||||
| Deposited On: | 01 Dec 2022 13:19 | ||||||||||||||||||||||||||||
| Last Modified: | 13 Jan 2023 15:21 |
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