A time series deep learning algorithm for soil moisture retrieval from Sentinel-1 data using Transformer
2026
Ndekelu, Lina N., Zhang, Hankui K., Bwangoy, Jean Robert, Henebry, Geoffrey M., Maimaitijiang, Maitiniyazi, Zhang, Xiaoyang, Lumbuenamo, Raymond, Liu, Pang-Wei, Gao, Lun
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Rapid deglacial retreat of a regional scale ice stream and late Holocene readvance in Vincennes Bay, east Antarctica
2026
Blaxell, Marcello G., Small, David, Fink, David, Fulop, Reka-H., Codilean, Alexandru T., Post, Alexandra, Wilcken, Klaus, Fujioka, Toshiyuki, Berg, Sonja, Goodwin, Ian, Phipps, Steven, Jeromson, Matthew R., White, Duanne A.
Basins, Coastline, Grounding Line, Ice Shelves
Rates of SeaLevel Rise Are Highly Sensitive to Ice Viscosity Parameters in Model Benchmarks
2026
Martin, D. F., Kachuck, S. B., Trevers, M., Millstein, J. D., Cornford, S. L., Minchew, B. M.
Ice Velocity
Quantifying temperature-sliding inconsistency in thermomechanical coupling: a comparative analysis of geothermal heat flux datasets at Totten Glacier
2026
Wang, Junshun, Zhao, Liyun, Wolovick, Michael, Moore, John C.
Basins, Coastline, Grounding Line, Ice Shelves, Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation
A Framework for Characterizing 3-D Structures of Crevasses and Rifts
2026
Pang, Ao, Liang, Qi, Hulbe, Christina, Yang, Tian, Zhou, Quan, Forbes, Martin, Cheng, Xiao
Grounding Line, Ice Velocity, Terrain Elevation
A decade of winter supraglacial lake drainage across Northeast Greenland using C-band SAR
2026
Dean, Connor Wolfgang, Scharien, Randall, Willis, Ian, McDougall, Kali Ann
Land Ice/Ocean Classification, Ice Velocity, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation
Seasonal grounding line migration at Orville Coast, West Antarctica, based on a 4.5-year Sentinel-1 time series
2026
Tympalski, Michal, Sompolski, Marek, Kopec, Anna, Milczarek, Wojciech
Grounding Line
Satellite-Based Fraction of Available Water Reveals Soil Moisture Deficits Preceding Major Wildfires
2026
Goffin, Benjamin D., Fernandez, Alfonso, Etchanchu, Jordi, Fang, Bin, Lakshmi, Venkataraman
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Root Zone Soil Moisture, Surface Soil Moisture, RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, SIGMA NAUGHT
Towards global mapping of dynamic surface water extents using Sentinel-1
2026
Jung, Jungkyo, Fattahi, Heresh, Jeong, Seongsu, Bonnema, Matthew G., Jones, John W., Bekaert, David, Chan, Steven K., Handwerger, Alexander L.
Glaciers/Ice Sheets , Geomorphic Landforms/Processes, Geomorphic Landforms/Processes, Coastal Processes , Tectonics , Total Surface Water
Towards Long-Wavelength Ionospheric Correction of InSAR Time Series Using GNSS-Based TEC
2026
Wang, Yidi, Yunjun, Zhang, Wang, Ningbo, Liu, Runqing, Liang, Cunren, Aoki, Yosuke, Wang, Robert
Tectonics , Geomorphic Landforms/Processes, Geomorphic Landforms/Processes
Tracking savanna vegetation structure in South Africa by extension of GEDI canopy metrics with Landsat, Sentinel-2, and PALSAR
2026
Filippelli, Steven K., Vogeler, Jody C., Mauro, Francisco, Coetsee, Corli, Fekety, Patrick A., McHale, Melissa, Bunn, David
Savannas, Vegetation Height, Vegetation Cover, Forest Composition/Vegetation Structure, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Thirty years of glacier grounding line retreat in Antarctica
2026
Rignot, Eric, Scheuchl, Bernd, Barre, Jean Baptiste, Brancato, Virginia, Charrier, Laurane, Chen, Hanning, Ciraci, Enrico, Dinh, Andy, Herreid, Sam, Jeong, Seongsu, Li, Xin, Mitchell, Thomas, Mohajerani, Yara, Shamsian, Sina, Tolpekin, Valentyn, Velicogna, Isabella, Wollersheim, Michael
Grounding Line
A SMAP-Anchored Sentinel-1 Change Detection Method for 100 m Surface Soil Moisture Mapping with Vegetation-Conditioned Constraints
2026
Wang, Yunjia, Sun, Hao, Pei, Haoyu, Gao, Jinhua, Xu, Zhenheng, Wang, Yuxin, Wu, Dan
Brightness Temperature, Surface Soil Moisture, SIGMA NAUGHT
A vast valley network beneath the Greenland Ice Sheet
2026
Chartrand, Allison M., MacGregor, Joseph A., Morlighem, Mathieu, Sergienko, Olga V., Ockenden, Helen, Colgan, William T., Cheng, Gong
Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation , Glacier Extent, Ice Velocity, Snow Grain Size, Surface Morphology, Glacier Elevation/Ice Sheet Elevation
Advance and thickening of the tidewater outlet glacier Eqalorutsit Kangilliit Sermiat surrounded by the thinning southern Greenland ice sheet
2026
Dachauer, Armin, Rosier, Sebastian H. R., Kneib-Walter, Andrea, Box, Jason E., Vieli, Andreas
Glacier Extent, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation , Ice Velocity
A 481-meter-high landslide-tsunami in a cruise shipfrequented Alaska fjord
2026
Shugar, Dan H., Barnhart, Katherine R., Berdahl, Mira, Caplan-Auerbach, Jacqueline, Ekstrom, Goran, Fathian, Aram, Geertsema, Marten, Hicks, Stephen P., Higman, Bretwood, Jensen, Erin K., Karasozen, Ezgi, Lynett, Patrick, Lyons, John, Monahan, Thomas, Roe, Gerard, Svennevig, Kristian, Toney, Liam, de Vries, Maximillian Van Wyk, West, Michael E.
Tectonics , Geomorphic Landforms/Processes, Geomorphic Landforms/Processes
A fan-shaped subglacial basin province in East Antarctica formed by rotational extension
2026
Armadillo, Egidio, Rizzello, Daniele, Balbi, Pietro, Ghirotto, Alessandro, Scafidi, Davide, Paxman, Guy J. G., Zunino, Andrea, Ferraccioli, Fausto, Crispini, Laura, Laufer, Andreas, Lisker, Frank, Ruppel, Antonia, Morelli, Danilo, Siegert, Martin
Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation , Basins, Coastline, Grounding Line, Ice Shelves, Ice Velocity
A statewide InSAR velocity map for California produced by a comprehensive large scale analysis of ARIA standard products
2026
Sangha, Simran S., Funning, Gareth J., Govorcin, Marin, Bekaert, David P. S.
Tectonics , Geomorphic Landforms/Processes, Geomorphic Landforms/Processes
Acoustic detection of underwater air bubbles generated by breaking waves in an Antarctic polynya
2026
Ito, Masato, Tamura, Takeshi, Hirano, Daisuke, Ohshima, Kay I., Nakano, Yoshiyuki, Aoki, Shigeru
Basins, Coastline, Grounding Line, Ice Shelves
Advancing freshwater science with emerging methods & measurement technologies
2026
Ignatius, Amber R., Gardner, John, Frost, Paul C., McCord, Stephen A., Robbins, Caleb J., Cottingham, Kathryn L., Grossart, Hans-Peter, Sacco, Mattia, Heydenrych, Matthew J., Xenopoulos, Marguerite A., Wagner, Nicole D., Forrest, Alexander L.
Total Surface Water
Basal melting of Antarctic ice shelves from 2012 to 2023 derived from CryoSat-2
2026
Hu, Xiaozhou, Yuan, Tengfei, Wang, Genyu, Shen, Xiaoyi, Popov, Sergey V., Lee, Hoonyol, Ke, Chang-Qing
Basins, Coastline, Grounding Line, Ice Shelves, Ice Velocity
A high-resolution January surface meltwater dataset reveals interannual variability and recurrent meltwater zones on the Amery Ice Shelf from 2005 to 2026
2026
Zhu, Tingting, Wang, Yi, Wei, Jianxiong, Zhang, Yu, Cui, Xiangbin
Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation
DeepMelt-GL v1: a neural network emulator of sub-shelf melt rates for the unrepresented regions of ice-shelf cavities in ocean models
2026
Ockenden, Helen, Burgard, Clara, Mathiot, Pierre, Kittel, Christoph, Gellens, Achille, Agosta, Cecile, Jourdain, Nicolas C.
Basins, Coastline, Grounding Line, Ice Shelves
Ice motion across incised fjord landscapes
2026
Barndon, Sjur, Law, Robert, Born, Andreas, Chudley, Thomas, Brechtelsbauer, Stefanie
Ice Velocity
Identifying local hotspots of compounded physical and social impacts
2026
Shrestha, Abhinav, Fan, Chao
Total Surface Water