Journal of Glaciology · 2023 · 23 citations · 44 references
Natural SciencesEarth SciencesCryosphere StudiesGlaciologyTime Series AnalysisGlacial RetreatGlacier DynamicsBackscatter MappingClimatic GradientsClusteringGlacier MappingGlacier Surge BehaviorRadar Backscatter AnalysisRemote Sensing Of Glacier ChangeSpatial Clustering Analysis
Abstract Using global Sentinel-1 radar backscatter data, we systematically map the locations of glaciers with surge-type activity during 2017–22. Patterns of pronounced increases or decreases in the strongest backscatter between two winter seasons often indicate large changes in glacier crevassing, which we treat here as a sign of surge-type activity. Validations against velocity time series, terminus advances and crevassing found in optical satellite images confirm the robustness of this approach. We find 115 surge-type events globally between 2017 and 2022, around 100 of which on glaciers already know as surge-type. Our data reveal a pronounced spatial clustering in three regions, (i) Karakoram, Pamirs and Western Kunlun Shan (~50 surges), (ii) Svalbard (~25) and (iii) Yukon/Alaska (~9), with only a few other scattered surges elsewhere. This spatial clustering is significantly more pronounced than the overall global clustering of known surge-type glaciers. The 2017–22 clustering may point to climatic forcing of surge initiation.
44
Google Earth Engine: Planetary-scale geospatial analysis for everyone
Noel Gorelick, M. Hancher, Mike Dixon et al. · Remote Sensing of Environment · 2017 · 14K citations · Full text
Region-wide glacier mass balances over the Pamir-Karakoram-Himalaya during 1999–2011
J. Gardelle, Étienne Berthier, Yves Arnaud et al. · The cryosphere · 2013 · 878 citations · Full text