Using deep learning to map retrogressive thaw slumps in the Beiluhe region (Tibetan Plateau) from CubeSat images

Lingcao Huang, Jing Luo, Zhanju Lin, +2

Remote Sensing of Environment

GeophysicsEarth ObservationBeiluhe RegionGlacierEngineering +8

An automated, generalized, deep-learning-based method for delineating the calving fronts of Greenland glaciers from multi-sensor remote sensing imagery

Enze Zhang, Lin Liu, Lingcao Huang, +1

Remote Sensing of Environment

Earth ObservationGlacierEngineeringData ScienceGlaciology +11

Automatically delineating the calving front of Jakobshavn Isbræ from multitemporal TerraSAR-X images: a deep learning approach

Enze Zhang, Lin Liu, Lingcao Huang

˜The œcryosphere

GlacierEngineeringClimate ModelingDeep Learning ArchitectureGlacial Process +17

Automatic Mapping of Thermokarst Landforms from Remote Sensing Images Using Deep Learning: A Case Study in the Northeastern Tibetan Plateau

Lingcao Huang, Lin Liu, Liming Jiang, +1

Remote Sensing

Earth ObservationEngineeringGeomorphologyLand CoverEarth Science +15

Retrogressive thaw slumps along the Qinghai–Tibet Engineering Corridor: a comprehensive inventory and their distribution characteristics

Zhuoxuan Xia, Lingcao Huang, Chengyan Fan, +6

Earth system science data

Earth ObservationGlacierEngineeringGeomorphologyIndia-asia Collision +19

Synchrotron X-ray imaging in 4D: Multiscale failure and compaction localization in triaxially compressed porous limestone

Lingcao Huang, Patrick Baud, B. Cordonnier, +3

Earth and Planetary Science Letters

Compaction LocalizationSynchrotron X-ray ImagingEngineeringPorous LimestoneStructural Geology +9

Automatically quantifying evolution of retrogressive thaw slumps in Beiluhe (Tibetan Plateau) from multi-temporal CubeSat images

Lingcao Huang, Lin Liu, Jing Luo, +2

International Journal of Applied Earth Observation and Geoinformation

Earth ObservationGlacierEngineeringGeomorphologySpatiotemporal Data Fusion +24

Accuracy, Efficiency, and Transferability of a Deep Learning Model for Mapping Retrogressive Thaw Slumps across the Canadian Arctic

Lingcao Huang, Trevor C. Lantz, Robert Fraser, +3

Remote Sensing

Arctic EngineeringGlacierEngineeringMachine LearningDeep Learning Model +19

Identifying active retrogressive thaw slumps from ArcticDEM

Lingcao Huang, M. J. Willis, Guiye Li, +5

ISPRS Journal of Photogrammetry and Remote Sensing

GeophysicsArctic EngineeringArctic StructureEngineeringCryosphere +1

Mapping and Characterizing Rock Glaciers in the Arid Western Kunlun Mountains Supported by InSAR and Deep Learning

Yan Hu, Lin Liu, Lingcao Huang, +4

Journal of Geophysical Research Earth Surface

Earth ObservationGlacierEngineeringGeomorphologyDeep Learning Network +19