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
302019
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
272018
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
22021
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, 2021
22021
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
22020
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, 03091333211023690, 2021
12021
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
Automated mapping of Antarctic supraglacial lakes and streams using machine learning
M Dirscherl, A Dietz, C Baumhoer, C Kneisel, C Kuenzer
EGU General Assembly Conference Abstracts, 3280, 2020
2020
Combining Segmentation and Edge-Detection for the Extraction of Antarctic Glacier Fronts
K Heidler, LC Mou, C Baumhoer, A Dietz, XX Zhu
ESA EO Phi-Week 2020, 2020
2020
Automatic mapping of Antarctic glacier and ice shelf fronts from Sentinel-1 imagery-A deep learning approach
C Baumhoer, AJ Dietz, C Kuenzer
AGU Fall Meeting Abstracts 2019, C24A-01, 2019
2019
The potential of Sentinel-1/-2 data for the monitoring of Antarctic surface melt and calving front dynamics
M Dirscherl, C Baumhoer, AJ Dietz, C Kuenzer
AGU Fall Meeting Abstracts 2019, C41C-1485, 2019
2019
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
2019
Towards an automatic delineation of Antarctic glacier and ice shelf fronts from Sentinel-1 imagery.
CA Baumhoer, AJ Dietz, C Kuenzer
Geophysical Research Abstracts 21, 2019
2019
Remote Sensing of Antarctic Calving Front Dynamics
C Baumhoer, A Dietz, C Kuenzer
United Nations / Germany High Level Forum: The way forward after UNISPACE+50 …, 2018
2018
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