Estimating snow depth by combining satellite data and ground-based observations over Alaska: A deep learning approach

Jiwen Wang, Qiangqiang Yuan, Huanfeng Shen, +5

Journal of Hydrology

Earth ObservationGlacierEngineeringMachine LearningSynthetic Aperture Radar +10

Multi-focus image fusion based on depth extraction with inhomogeneous diffusion equation

Jinsheng Xiao, Tingting Liu, Yongqin Zhang, +3

Signal Processing

Image AnalysisMachine VisionMedical ImagingEngineeringInhomogeneous Diffusion Equation +9

Monitoring evolution of melt ponds on first-year and multiyear sea ice in the Canadian Arctic Archipelago with optical satellite data

Qing Li, Chunxia Zhou, Lei Zheng, +2

Annals of Glaciology

Arctic EngineeringGlacierEngineeringCanadian Arctic ArchipelagoPolar Environments +20

Elevation Changes of the Antarctic Ice Sheet from Joint Envisat and CryoSat-2 Radar Altimetry

Baojun Zhang, Zemin Wang, Quanming Yang, +5

Remote Sensing

GlacierEngineeringGlacial ProcessEarth ScienceGeophysics +15

Automatic Aurora Image Classification Framework Based on Deep Learning for Occurrence Distribution Analysis: A Case Study of All‐Sky Image Data Sets From the Yellow River Station

Yanfei Zhong, Richen Ye, Tingting Liu, +2

Journal of Geophysical Research Space Physics

Earth ObservationConvolutional Neural NetworkEngineeringMachine LearningDisaster Detection +19

Freeze/thaw onset detection combining SMAP and ASCAT data over Alaska: A machine learning approach

Wen Zhong, Qiangqiang Yuan, Tingting Liu, +1

Journal of Hydrology

RadarEngineeringData ScienceMachine Learning ApproachAscat Data +3

Internal wave parameters retrieval from space-borne SAR image

Kaiguo Fan, Bin Fu, Yanzhen Gu, +5

Frontiers of Earth Science

RadarEngineeringSynthetic Aperture RadarRemote SensingImaging Radar +3

Ice Velocity Variations of the Polar Record Glacier (East Antarctica) Using a Rotation-Invariant Feature-Tracking Approach

Tingting Liu, Muye Niu, Yuande Yang

Remote Sensing

GlacierEngineeringRotation-invariant Feature-tracking ApproachGlacial ProcessEarth Science +20

Sea ice drift and arch evolution in the Robeson Channel using the daily coverage of Sentinel-1 SAR data for the 2016–2017 freezing season

Mohammed Shokr, Zihan Wang, Tingting Liu

˜The œcryosphere

Arctic EngineeringGlacierEngineeringOceanographyGlacial Process +16

A 30-year monthly 5 km gridded surface elevation time series for the Greenland Ice Sheet from multiple satellite radar altimeters

Baojun Zhang, Zemin Wang, Jiachun An, +2

Earth system science data

Earth ObservationGlacierEngineeringClimate ModelingGlacial Process +21