A satellite-driven approach to estimating delivered irrigation water via SM-based inversion algorithm: A case study of the Doroodzan irrigation district, Iran
2026
Afrasiabikia, Peyman, Parvaresh Rizi, Atefeh, Brocca, Luca
Brightness Temperature, Surface Soil Moisture
Advancing global sea ice prediction capabilities using a fully coupled climate model with integrated machine learning
2026
Gregory, William, Bushuk, Mitchell, Zhang, Yong-Fei, Adcroft, Alistair, Zanna, Laure, McHugh, Colleen, Jia, Liwei
Sea Ice Concentration
Accelerating High Mountain Asia Glacier Loss From ICESat and ICESat-2
2026
Hassan, Javed, Colgan, William, Nielsen, Karina, Bhakta Kayastha, Rijan, Khadka, Mira, Abbas Khan, Shfaqat
Digital Elevation/Terrain Model (DEM) , Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Ice Roughness, Ice Sheets, Reflectance , Sea Surface Height , Sea Surface Slope, Surface Roughness, Terrain Elevation
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
A decade of sea ice concentration retrieved from sentinel-1
2026
Wulf, Tore, Buus-Hinkler, Jrgen, Singha, Suman, Dasgupta, Nishka, Athanasiadis, Athanasios, Kreiner, Matilde Brandt
Sea Ice Concentration
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
A New Process-Based Approach for Evaluating Gridded Precipitation Products in Mountain Watersheds: Test Cases From the Central Andes of Argentina
2026
Toum, Ezequiel, Rivera, Juan A., Espinoza, JhanCarlo, Masiokas, Mariano H.
Snow Cover
A new, long-term root zone soil moisture dataset for operational agricultural drought monitoring over Africa
2026
Maidment, Ross I., Quaife, Tristan, Pinnington, Ewan, Black, Emily, Ejigu, Amsalework, Kumar, Dhirendra, Thomas, Simon
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Surface Temperature , Humidity , Surface Winds , Precipitation Rate , Ground Water , Root Zone Soil Moisture, Surface Soil Moisture
A novel active-microwave method to estimate 1 km vegetation optical depth over the Heihe River Basin
2026
Lu, Zhixuan, Fan, Lei, De Lannoy, Gabrielle, Bai, Xiaojing, Liu, Xiangzhuo, Xing, Zanpin, Zhou, Zhilan, Zeng, Jiangyuan, Frappart, Frederic, Peng, Jian, Che, Tao, Geng, Liying, Li, Xiaojun, Li, Xin, Baghdadi, Nicolas, Wigneron, Jean-Pierre
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Soil Moisture
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
Assessment of Drought Impacts on Remotely Sensed Seasonal Snow Depletion Patterning: A Case Study Over the Boise River Basin, Idaho
2026
Woodruff, Craig D., Qualls, Russell J., Clark, Patrick E.
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Albedo, Snow Cover
Biogeochemical reservoirs in the ice: Microbial, DOC, and TN storage and export from retreating Tibetan glaciers
2026
Liu, Yongqin, Ma, Jing, Liu, Meng, Fang, Pengcheng, Guo, Bixi, Liu, Jiaojiao, Liu, Junzhi
Glacier Ablation, Glacier Accumulation, Glacier Area, Glacier Mass, Glacier Melt, Glacier Refreeze, Glacier Runoff
Assessing the impact of Earth Observation data-driven calibration of the melting coefficient on the LISFLOOD snow module
2026
Premier, Valentina, Moschini, Francesca, Casado-Rodriguez, Jesus, Bavera, Davide, Marin, Carlo, Pistocchi, Alberto
Albedo, Snow Cover
Assessing the impact of hurricanes on the carbon cycle using SMAP satellite and in-situ observations: Role of land cover and precipitation
2026
Ray, Ram L., Kumar, Nirmal, Gurau, Sanjita, Raza, Ali, Khan, Nawab, Singh, Sudhir Kumar, Kayode, Esther Tosin, He, Yiping
Respiration Rate, Primary Production, Carbon , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture, Soil Organic Carbon (SOC)
Assessing future ice shelf hydrofracture vulnerability in the ISMIP6 ensemble
2026
Reynolds, Benjamin, Nowicki, Sophie
Basins, Coastline, Grounding Line, Ice Shelves, Ice Velocity
Assessing SMAP for enhanced wildfire danger prediction in boreal-Arctic ecosystems
2026
Bourgeau-Chavez, Laura L., Hanes, Chelene, Billmire, Michael, Bosse, Karl, Battaglia, Michael J., Colliander, Andreas
Soil Temperature, Soil Moisture/Water Content , Soil Horizons/Profile, Soil Depth, Active Layer, Brightness Temperature, Surface Soil Moisture
Characteristics of ocean mesoscale eddies in the Canadian Basin from a high resolution pan-Arctic model
2026
Planat, Noemie, Dufour, Carolina Olivia, Lique, Camille, Rieck, Jan Klaus, Talandier, Claude, Tremblay, Louis Bruno
Sea Ice Concentration
Climate impacts of radiative forcing driven by agricultural land-use and
2026
Pashanejad, Ehsan, Liu, Jiangui, Shrestha, Bharat, Hannam, Kirsten, Bittman, Shabtai, Desjardins, Raymond, Daneshfar, Bahram, Trishchenko, Alexander
Snow Cover
Characterization of ice features in the southwest Greenland ablation zone using multi-modal SAR data
2026
Schlenk, Sara-Patricia, Fischer, Georg, Pardini, Matteo, Hajnsek, Irena
Glacier Topography/Ice Sheet Topography, RADAR IMAGERY, Sea Ice Elevation, Snow Cover
Characterization of recharge components for delineation of a high-alpine rock glacier spring catchment, Otztal Alps (northern Italy)
2026
Bertolotti, Giulia, Vremec, Matevz, Seelig, Simon, Krainer, Karl, Wagner, Thomas, Fischer, Andrea, Winkler, Gerfried
Snow Cover
Brief communication: Updated grounding line mapping in the Amundsen Sea Embayment, Antarctica, from one day repeat Sentinel-1 SAR data
2026
Andersen, Jonas K., Millan, Romain, Rignot, Eric, Gimenes, Lucille, Scheuchl, Bernd, Barre, Jean Baptiste, Bjrk, Anders A.
Grounding Line, Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation
Basal unit radar characteristics at the southern flank of Dome A, East
2026
Yan, Shuai, Young, Duncan A., Blankenship, Donald D., Fudge, Tyler J., Li, Duyi, Lindzey, Laura, Reeves, Hunter, Vega-Gonzalez, Alejandra, Singh, Shivangini, Kerr, Megan, Wilbur, Emily, Koutnik, Michelle
PHASE AND AMPLITUDE, Return Power
Arctic hydrology: a water balance study of Imnavait Creek and Kuparuk
2026
Youcha, Emily K., Stuefer, Svetlana L.
Snow Depth , WETNESS
CMIP6 climate model spread outweighs glacier model spread in 21st-century drought buffering projections
2026
Ultee, Lizz, Wimberly, Finn, Coats, Sloan, Mackay, Jonathan, Holmgren, Erik
Glacier Ablation, Glacier Accumulation, Glacier Area, Glacier Mass, Glacier Melt, Glacier Refreeze, Glacier Runoff
Consistent Soil Moisture and Vegetation Optical Depth from Relatively Calibrated SMOS Brightness Temperatures with SMAP
2026
Chaubell, Julian, Yueh, Simon H., Colliander, Andreas, Hayashi, Akiko, Bindlish, Rajat, Dunbar, R. Scott, Entekhabi, Dara, Asanuma, Jun, Berg, Aaron A., Coffin, Alisa, Cosh, Michael H., Flerchinger, Gerald, Fortuna, Ann-Marie, Collins, Chandra Holifield, Lychuk, Taras, Martinez-Fernandez, Jose, Moore, Kayla, Su, Zhongbo, Walker, Jeffrey
Brightness Temperature, Surface Soil Moisture, Vegetation Optical Depth