Assessing multi-hazard susceptibility to cryospheric hazards: Lesson learnt from an Alaskan example
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 …
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
This paper assesses trending AI foundation models, especially emerging computer vision
foundation models and their performance in natural landscape feature segmentation. While …
foundation models and their performance in natural landscape feature segmentation. While …
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances in the Arctic
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 …
regions are largely inaccessible, remote sensing plays a crucial rule in better understanding …
Near Pan-Svalbard permafrost cryospheric hazards inventory (SvalCryo)
Cryospheric hazards-in this case, thaw slumps (TS) and thermo-erosion gullies (TEG)-are
phenomena typical of permafrost-dominated landscapes. Open datasets informing about …
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 …
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
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 …
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
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 …
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 …
thaw slump occurrences in permafrost regions of the Qinghai–Tibet Engineering Corridor …
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances
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 …
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 …
study of permafrost degradation and carbon exchange. We propose a lightweight and …