Assessing multi-hazard susceptibility to cryospheric hazards: Lesson learnt from an Alaskan example

L Elia, S Castellaro, A Dahal, L Lombardo - Science of the Total …, 2023 - Elsevier
Classifying a given landscape on the basis of its susceptibility to surface processes is a
standard procedure in low to mid-latitudes. Conversely, these procedures have hardly been …

Segment anything model can not segment anything: Assessing ai foundation model's generalizability in permafrost mapping

W Li, CY Hsu, S Wang, Y Yang, H Lee, A Liljedahl… - Remote Sensing, 2024 - mdpi.com
This paper assesses trending AI foundation models, especially emerging computer vision
foundation models and their performance in natural landscape feature segmentation. While …

PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances in the Arctic

K Heidler, I Nitze, G Grosse… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Arctic Permafrost is facing significant changes due to global climate change. As these
regions are largely inaccessible, remote sensing plays a crucial rule in better understanding …

Near Pan-Svalbard permafrost cryospheric hazards inventory (SvalCryo)

IC Nicu, L Rubensdotter, H Tanyaș, L Lombardo - Scientific Data, 2024 - nature.com
Cryospheric hazards-in this case, thaw slumps (TS) and thermo-erosion gullies (TEG)-are
phenomena typical of permafrost-dominated landscapes. Open datasets informing about …

Advances in retrogressive thaw slump research in permafrost regions

Y Li, Y Liu, J Chen, H Dang, S Zhang… - Permafrost and …, 2024 - Wiley Online Library
A retrogressive thaw slump (RTS) is a slope failure formed by slope thaw settlement and
retrogressive slump following the thawing of ice‐rich permafrost or the melting of massive …

[HTML][HTML] A novel framework for multiple thermokarst hazards risk assessment and controlling environmental factors analysis on the Qinghai-Tibet Plateau

P Lou, T Wu, G Yin, J Chen, X Zhu, X Wu, R Li, S Yang - CATENA, 2024 - Elsevier
Due to the influence of climate warming, the degradation of permafrost on the Qinghai-Tibet
Plateau (QTP) has become evident. The formation of thermokarst hazards induced by the …

A Comparison of Satellite Imagery Sources for Automated Detection of Retrogressive Thaw Slumps

H Rodenhizer, Y Yang, G Fiske, S Potter, T Windholz… - Remote Sensing, 2024 - mdpi.com
Retrogressive thaw slumps (RTS) are a form of abrupt permafrost thaw that can rapidly
mobilize ancient frozen soil carbon, magnifying the permafrost carbon feedback. However …

Susceptibility Mapping of Thaw Slumps Based on Neural Network Methods along the Qinghai–Tibet Engineering Corridor

P Li, T Dong, Y Wang, J Luo, H Wang, H Zhang - Sustainability, 2024 - mdpi.com
Climate warming has induced the thawing of permafrost, which increases the probability of
thaw slump occurrences in permafrost regions of the Qinghai–Tibet Engineering Corridor …

PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances

K Heidler, I Nitze, G Grosse, XX Zhu - arXiv preprint arXiv:2401.09271, 2024 - arxiv.org
Arctic Permafrost is facing significant changes due to global climate change. As these
regions are largely inaccessible, remote sensing plays a crucial rule in better understanding …

A Lightweight and Enhanced Semantic Segmentation Network for Mapping of Retrogressive Thaw Slumps from Sentinel-2 Images

Y Yuan, G Zhou, Z Su, Z Liu, W Sun… - IGARSS 2024-2024 …, 2024 - ieeexplore.ieee.org
Fine mapping of retrogressive thaw slumps (RTSs) holds paramount significance in the
study of permafrost degradation and carbon exchange. We propose a lightweight and …