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Celia Amélie Baumhoer
Celia Amélie Baumhoer
Postdoctoral Researcher, German Aerospace Center (DLR)
Bestätigte E-Mail-Adresse bei dlr.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
150*2019
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
1412021
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
662018
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
43*2021
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
382021
IceLines–A new data set of Antarctic ice shelf front positions
CA Baumhoer, AJ Dietz, K Heidler, C Kuenzer
Scientific Data 10 (1), 138, 2023
15*2023
Drought in Northern Italy: Long Earth Observation Time Series Reveal Snow Line Elevation to Be Several Hundred Meters Above Long-Term Average in 2022
J Koehler, AJ Dietz, P Zellner, CA Baumhoer, M Dirscherl, L Cattani, ...
Remote Sensing 14 (23), 6091, 2022
132022
IceLines–A new data set of Antarctic ice shelf front positions, Sci
CA Baumhoer, A Dietz, K Heidler, C Kuenzer
Data 10 (138), 10.1038, 0
4
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
Calving front positions for 42 key glaciers of the Antarctic Peninsula Ice Sheet: a sub-seasonal record from 2013 to 2023 based on deep-learning application to Landsat multi …
E Loebel, CA Baumhoer, A Dietz, M Scheinert, M Horwath
Earth System Science Data 17 (1), 65-78, 2025
2025
Vegetation Changes in the Arctic: A Review of Earth Observation Applications
M Wenzl, CA Baumhoer, AJ Dietz, C Kuenzer
Remote Sensing 16 (23), 4509, 2024
2024
Multi-Sensor Glacier Surface Classification Using Confidence-Aware Explainable Inverse-Mapping Neural Network
G Joshi, CA Baumhoer, AJ Dietz, R Natsuaki, A Hirose
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024
2024
Terminus area change of 42 key glaciers of the Antarctic Peninsula from 2013 to 2023 derived from remote sensing and deep learning
E Loebel, CA Baumhoer, A Dietz, M Scheinert, M Horwath
Technische Universität Dresden, 2024
2024
Operational and Experimental Products on Cold and Polar Regions of the Earth Observation Center (EOC)
S Rößler, A Dietz, C Baumhoer, J Köhler
2024
Estimating Snow Line Altitude by Optical and SAR Data Fusion: Inverse-mapping Explainable Neural Network-Based Approach—Case Study of the Great Aletsch Glacier
G Joshi, CA Baumhoer, AJ Dietz, R Natsuaki, A Hirose
EUSAR 2024; 15th European Conference on Synthetic Aperture Radar, 399-404, 2024
2024
Towards monitoring supraglacial lake dynamics in Antarctica with convolutional neural networks
CA Baumhoer, J Koehler, S Lhermitte, B Wouters, AJ Dietz
EGU24, 2024
2024
TerraByte-DNN2Sim: AI Detection and Simulation of Ice Sheet Calving Fronts
D Abele, C Baumhoer, A Humbert, HJ Bungartz, M Burger, A Dietz, ...
2024
Monitoring supraglacial lake dynamics in Antarctica with machine learning
C Baumhoer, J Köhler, S Lhermitte, B Wouters, A Dietz
2024
iQ2300: East Antarctic Sea level rise contribution in 2300–learning from the past and present for increased reliability of future projections
I Rogozhina, JL Andersen, C Baumhoer, J Bernales, IA Brown, O Fredin, ...
2024
Operational EO Products by the DLR Polar and Cold Regions Group
A Dietz, C Baumhoer, S Rößler
2023
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