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
A review of forward modelling and retrieval approaches for forest soil
2026
Colliander, Andreas, Schwank, Mike, Zhou, Yiwen, Kurum, Mehmet, Vittucci, Cristina, Tsang, Leung, Roy, Alex, Berg, Aaron
Brightness Temperature, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC)
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 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 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 snow depth model for Arctic sea ice from ICESat-2 and CryoSat-2 freeboards.
2026
Liu, Xin, Huang, Ziqian, Yin, Gaoying, Li, Hui, Gao, Jinggui, Guo, Jinyun
Freeboard, Ice Depth/Thickness , Ice Roughness, Sea Ice Elevation, Snow Depth , Sea Ice Concentration, Snow Density, Snow Depth
A snow properties-aware deep learning framework for penetration bias estimation of TanDEM-X DEMs over ice sheets
2026
Becker Campos, Alexandre, Diez-Latteur, Antoine, Bueso-Bello, Jose-Luis, Braun, Matthias H., Rizzoli, Paola
Glacier Elevation/Ice Sheet Elevation, Ice Roughness
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
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
Runoff from Greenland's firn areawhy do MODIS, RCMs and a firn model disagree?
2026
Machguth, Horst, Tedstone, Andrew, Kuipers Munneke, Peter, Brils, Max, Noel, Brice, Clerx, Nicole, Jullien, Nicolas, Fettweis, Xavier, van den Broeke, Michiel
Ice Velocity, Reflectance , Albedo, Snow Cover
RegreSSM: A novel software tool for downscaling the SMAP L3 soil
2026
Petropoulos, George P., Detsikas, Spyridon E., Anagnostopoulos, Vasileios, Lekka, Christina
Surface Soil Moisture, Brightness Temperature
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 SnowGround Backscatter Uncertainty: A Bayesian Approach Using Multifrequency SAR and In-Situ Observations
2026
Rai, Ashwani, Barros, Ana P.
Snow Density, Snow Depth , Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent , Liquid Water Content, Snow Density, Snow Depth , Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent
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
Retreat, lowering and persistent supraglacial streams at the Barnes Ice Cap, Baffin Island, Canada.
2026
Rippin, David Manish, Rawlins, Lauren D, Chudley, Thomas R, Hazzard, Hakan K
Glacier Elevation/Ice Sheet Elevation, Glacier Thickness/Ice Sheet Thickness
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 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
Subpolar North Atlantic Water Mass Transformation and Overturning in
2026
MooreMaley, Ben, McClean, Julie L., Barthel, Alice M., Gille, Sarah T., Van Roekel, Luke P.
Sea Ice Concentration
Synergistic impact of simultaneously assimilating radar-and radiometer-based soil moisture retrievals on the performance of numerical weather prediction systems
2026
Kwon, Yonghwan, Jun, Sanghee, Kim, Hyunglok, Seol, Kyung-Hee, Kwon, In-Hyuk, Kim, Eunkyu, Cho, Sujeong
Brightness Temperature, Surface Soil Moisture
Shrinking groundwater in India's population epicentre
2026
Mizan, Syed Adil, Paswan, Abhilash K., Tiwari, V. M.
Land Use/Land Cover Classification , Brightness Temperature, Surface Soil Moisture
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