Subglacial lakes and their changing role in a warming climate

SJ Livingstone, Y Li, A Rutishauser… - Nature Reviews Earth & …, 2022 - nature.com
Subglacial lakes are repositories of ancient climate conditions, provide habitats for life and
modulate ice flow, basal hydrology, biogeochemical fluxes and geomorphic activity. In this …

Radar internal reflection horizons from multisystem data reflect ice dynamic and surface accumulation history along the Princess Ragnhild Coast, Dronning Maud …

I Koch, R Drews, S Franke, D Jansen… - Journal of …, 2024 - cambridge.org
Ice shelves, which regulate ice flow from the Antarctic ice sheet towards the ocean, are
shaped by spatiotemporal patterns of surface accumulation, surface/basal melt and ice …

Comprehensive semantic segmentation on high resolution uav imagery for natural disaster damage assessment

T Chowdhury, M Rahnemoonfar… - … Conference on Big …, 2020 - ieeexplore.ieee.org
In this paper, we present a large-scale hurricane Michael dataset for visual perception in
disaster scenarios, and analyze state-of-the-art deep neural network models for semantic …

[HTML][HTML] Research progress in geophysical exploration of the Antarctic ice sheet

J An, S Huang, X Chen, T Xu, Z Bai - Earthquake Research Advances, 2023 - Elsevier
The Antarctic ice sheet is an important target of Antarctic research. Thickness and structure,
including intraice and subice, are closely related to the mass balance of the ice sheet, and …

EisNet: Extracting bedrock and internal layers from radiostratigraphy of ice sheets with machine learning

S Dong, X Tang, J Guo, L Fu, X Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The ice–bedrock interfaces at the bottoms of ice sheets and the internal ice layers record the
historical evolution of the ice sheets and are important indicators for inferring glacier …

A fully automatic algorithm for reflector detection in radargrams based on continuous wavelet transform and minimum spanning tree

X Liu, W Fa - IEEE Transactions on Geoscience and Remote …, 2022 - ieeexplore.ieee.org
Spaceborne radar sounding is a powerful technique in planetary subsurface exploration due
to its large penetration ability into loose desiccated materials. Three radar sounders, Mars …

Deep learning on airborne radar echograms for tracing snow accumulation layers of the Greenland ice sheet

D Varshney, M Rahnemoonfar, M Yari, J Paden… - Remote Sensing, 2021 - mdpi.com
Climate change is extensively affecting ice sheets resulting in accelerating mass loss in
recent decades. Assessment of this reduction and its causes is required to project future ice …

Long time-series glacier outlines in the three-rivers headwater region from 1986 to 2021 based on deep learning

L Chen, W Zhang, Y Yi, Z Zhang… - IEEE Journal of Selected …, 2022 - ieeexplore.ieee.org
The deep-learning-based approach has drawn significant attention in glacier extraction due
to its advantages over traditional techniques. In this study, to verify the feasibility and …

Deep ice layer tracking and thickness estimation using fully convolutional networks

D Varshney, M Rahnemoonfar, M Yari… - … conference on big …, 2020 - ieeexplore.ieee.org
Global warming is rapidly reducing glaciers and ice sheets across the world. Real time
assessment of this reduction is required so as to monitor its global climatic impact. In this …

Phase-congruency reflector detection of orbital radar data via shearlet transform on Shannon-Gabor wavelet

P Fang, J Zhang - IEEE Transactions on Geoscience and …, 2024 - ieeexplore.ieee.org
The investigation of subsurface stratigraphy is crucial for understanding the evolution of
planetary bodies. Successful missions have underscored the indispensable role of orbital …