Search Results

Deep learning based automatic grounding line delineation in DInSAR interferograms

by Ramanath Tarekere, Sindhu, Krieger, Lukas, Floricioiu, Dana, Heidler, Konrad
Published 2024

Where the White Continent Is Blue: Deep Learning Locates Bare Ice in Antarctica

by Tollenaar, Veronica, Zekollari, Harry, Pattyn, Frank, Rußwurm, Marc, Kellenberger, Benjamin, Lhermitte, Stef, Izeboud, Maaike, Tuia, Devis
Published 2024

Wild salmon enumeration and monitoring using deep learning empowered detection and tracking

by Atlas, William I., Ma, Sami, Chou, Yi Ching, Connors, Katrina, Scurfield, Daniel, Nam, Brandon, Ma, Xiaoqiang, Cleveland, Mark, Doire, Janvier, Moore, Jonathan W., Shea, Ryan, Liu, Jiangchuan
Published in Frontiers in Marine Science (2023)

Developing and Testing a Deep Learning Approach for Mapping Retrogressive Thaw Slumps

by Nitze, Ingmar, Heidler, Konrad, Barth, Sophia, Grosse, Guido
Published in Remote Sensing (2021)

Bacterial community characterization by deep learning aided image analysis in soil chips

by Zou, Hanbang, Sopasakis, Alexandros, Maillard, François, Karlsson, Erik, Duljas, Julia, Silwer, Simon, Ohlsson, Pelle, Hammer, Edith C.
Published in Ecological Informatics (2024)

Mapping Antarctic crevasses and their evolution with deep learning applied to satellite radar imagery

by Surawy-Stepney, Trystan, Hogg, Anna e., Cornford, Stephen l., Hogg, David C.
Published in The Cryosphere (2023)

Deep learning based automatic grounding line delineation in DInSAR interferograms ...

by Ramanath Tarekere, Sindhu
Published 2024

Deep learning based automatic grounding line delineation in DInSAR interferograms ...

by Ramanath Tarekere, Sindhu
Published 2024

Multi-Task Deep Learning Based Spatiotemporal Arctic Sea Ice Forecasting

by Kim, Eliot, Kruse, Peter, Lama, Skylar, Bourne, Jamal, Hu, Michael, Ali, Sahara, Huang, Yiyi, Wang, Jianwu
Published in 2021 IEEE International Conference on Big Data (Big Data) (2021)

Monitoring Sea Ice Thickness and Mechanical Properties with Seismic Noise and Deep Learning

by Moreau, Ludovic, Seydoux, Léonard
Published 2022

Deep learning reveals seasonal patterns of Antarctic ice shelf front fluctuations

by Baumhoer, Celia, Dietz, Andreas, Dirscherl, Mariel, Künzer, Claudia
Published 2020

Two decades of Antarctic coastal-change revealed by satellite imagery and deep learning

by Baumhoer, Celia, Dietz, Andreas, Dirscherl, Mariel, Künzer, Claudia
Published 2021

Deep Learning Strategies for Analysis of Weather-Degraded Optical Sea Ice Images

by Panchi, Nabil, Kim, Ekaterina
Published in IEEE Sensors Journal (2024)

Improving short-term sea ice concentration forecasts using deep learning

by Palerme, Cyril, Lavergne, Thomas, Rusin, Jozef, Melsom, Arne, Brajard, Julien, Kvanum, Are Frode, Macdonald Sørensen, Atle, Bertino, Laurent, Müller, Malte
Published in The Cryosphere (2024)

Deep learning based automatic grounding line delineation in DInSAR interferograms

by Ramanath Tarekere, Sindhu, Krieger, Lukas, Heidler, Konrad, Floricioiu, Dana
Published 2023

Deep learning based segmentation of fish in noisy forward looking MBES images

by Christensen, Jesper Haahr, Mogensen, Lars Valdemar, Ravn, Ole
Published in IFAC-PapersOnLine (2020)

Towards automated identification of ice features for surface vessels using deep learning

by Kim, E, Panchi, N, Dahiya, G S
Published in Journal of Physics: Conference Series (2019)

Disaggregating the carbon exchange of degrading permafrost peatlands using Bayesian deep learning

by Pirk, Norbert, Aalstad, Kristoffer, Mannerfelt, Erik Schytt, Clayer, François, Wit, Heleen Agnes de, Christiansen, Casper Tai, Althuizen, Inge, Lee, Hanna, Westermann, Sebastian
Published 2023

Deep learning speeds up ice flow modelling by several orders of magnitude

by Jouvet, Guillaume, Cordonnier, Guillaume, Kim, Byungsoo, Lüthi, Martin P, Vieli, Andreas, Aschwanden, Andy
Published 2022

Deep learning speeds up ice flow modelling by several orders of magnitude

by Jouvet, Guillaume, Cordonnier, Guillaume, Kim, Byungsoo, Lüthi, Martin, Vieli, Andreas, Aschwanden, Andy
Published in Journal of Glaciology (2021)