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Celia Amélie Baumhoer
Celia Amélie Baumhoer
PhD Student, German Aerospace Center (DLR)
Verified email at dlr.de
Title
Cited by
Cited by
Year
Automated Extraction of Antarctic Glacier and Ice Shelf Fronts from Sentinel-1 Imagery Using Deep Learning
CA Baumhoer, AJ Dietz, C Kneisel, C Kuenzer
Remote Sensing 11 (21), 2529, 2019
652019
Remote Sensing of Antarctic Glacier and Ice-Shelf Front Dynamics—A Review
CA Baumhoer, AJ Dietz, S Dech, C Kuenzer
Remote Sensing 10 (9), 2018
412018
HED-UNet: Combined segmentation and edge detection for monitoring the Antarctic coastline
K Heidler, L Mou, C Baumhoer, A Dietz, XX Zhu
IEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 2021
282021
Environmental drivers of circum-Antarctic glacier and ice shelf front retreat over the last two decades
CA Baumhoer, AJ Dietz, C Kneisel, H Paeth, C Kuenzer
The Cryosphere 15 (5), 2357-2381, 2021
142021
Remote sensing of the mountain cryosphere: Current capabilities and future opportunities for research
LS Taylor, DJ Quincey, MW Smith, CA Baumhoer, M McMillan, ...
Progress in Physical Geography: Earth and Environment 45 (6), 931-964, 2021
92021
Driving Forces of Circum-Antarctic Glacier and Ice Shelf Front Retreat over the Last Two Decades
CA Baumhoer, AJ Dietz, C Kneisel, H Paeth, C Kuenzer
The Cryosphere Discussions 2020, 1-30, 2020
52020
High-Temporal Antarctic Glacier Terminus and Ice Shelf Front Mapping from Sentinel-1–A Deep Learning Approach
C Baumhoer, A Dietz, C Kuenzer
IUGG, Montreal, 2019
12019
Polar Monitor-Cross-institute collaboration project on remote sensing of polar regions
S Rößler, A Dietz, C Baumhoer
Alfred Wegener Institute for Polar and Marine Research 762, 1, 2022
2022
IceLines–A new service to monitor Antarctic ice shelf front dynamics
CA Baumhoer, AJ Dietz, K Heidler, C Kuenzer
EGU22, 2022
2022
The AI-CORE Project-Artificial Intelligence for Cold Regions
A Dietz, C Baumhoer
EGU22, 2022
2022
The AI-CORE Project-Artificial Intelligence for Cold Regions
C Baumhoer, A Dietz, K Heidler, XX Zhu, M Scheinert, E Loebel, I Nitze, ...
2022
IceLines-Monitoring Antarctic ice shelf front dynamics with Sentinel-1
C Baumhoer, A Dietz, C Künzer
2022
Status of the Artificial Intelligence for Cold Regions (AI-CORE) project-data integration and method implementation on the infrastructures
A Dietz, C Baumhoer, K Heidler, LC Mou, I Nitze, M Scheinert, T Dinter, ...
2021
Hed-Unet: A Multi-Scale Framework for Simultaneous Segmentation and Edge Detection
K Heidler, L Mou, C Baumhoer, A Dietz, XX Zhu
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 3037 …, 2021
2021
Two decades of Antarctic coastal-change revealed by satellite imagery and deep learning
CA Baumhoer, A Dietz, M Dirscherl, C Kuenzer
EGU General Assembly Conference Abstracts, EGU21-5344, 2021
2021
A novel technique for automated mapping of Antarctic supraglacial lakes in Sentinel-1 SAR imagery using deep learning
M Dirscherl, A Dietz, C Baumhoer, C Kneisel, C Kuenzer
EGU General Assembly Conference Abstracts, EGU21-508, 2021
2021
Glacier Front Dynamics of Antarctica-Analysing Changes in Glacier and Ice Shelf Front Position based on SAR Time Series
CA Baumhoer
Universität Würzburg, 2021
2021
Towards an Antarctic Ice Shelf and Glacier Front Monitoring Service based on Sentinel-1 Data
C Baumhoer, A Dietz, K Heidler, LC Mou, XX Zhu, C Künzer
2021
Developing Artificial Intelligence methods for addressing major challenges in cryosphere research: The AI-CORE project
A Dietz, XX Zhu, K Heidler, L Mou, I Nitze, M Scheinert, T Dinter, ...
AGU Fall Meeting Abstracts 2020, C004-0004, 2020
2020
Deep learning reveals seasonal patterns of Antarctic ice shelf front fluctuations
CA Baumhoer, AJ Dietz, M Dirscherl, C Kuenzer
EGU General Assembly Conference Abstracts, 4486, 2020
2020
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