Reconstructing reservoir water levels using basin-scale GRACE TWS and
2026
Besnier, Jessica, Getirana, Augusto, Biswas, Nishan Kumar, Lakshmi, Venkataraman
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Ground Water , Terrestrial Water Storage
Revisiting the application of variable infiltration capacity (VIC) model in the Colorado River Basin using SMAP and GRACE
2026
Wang, Zhaocheng, Ghimire, Swastik, Whitney, Kristen M., Mascaro, Giuseppe, Xiao, Mu, Yue, Haowen, Vivoni, Enrique R.
Root Zone Soil Moisture, Surface Soil Moisture
Satellite Microwave Radiometry for the Observation of Land Surfaces: A General Review
2026
Vittucci, Cristina, Picchiani, Matteo
Brightness Temperature, Soil Moisture/Water Content , Vegetation Water Content
Satellite-derived seasonal fluctuations in surface displacement and soil moisture: Implications for landslide activity
2026
Lu, Chiao-Yin, Chan, Yu-Chang, Chu, Chung-Ray, Liu, Che-Hsin, Lee, Shih-Chiang, Hsieh, Yu-Chung, Hu, Jyr-Ching, Chang, Chih-Hsin
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Vegetation type, landscape and climate define vegetation water content: implications for sustainable management at Southern Patagonia
2026
Jia, Long, Souilla, Julian Rodriguez, Lencinas, Maria Vanessa, Peri, Pablo Luis, Li, Xinwu, Wu, Wenjin, Martinez Pastur, Guillermo J
Brightness Temperature, Surface Soil Moisture
Water tracer model-assessed contributions of source waters to changing
2026
Park, Hotaek, Kim, Youngwook, Gibson, John, Hiyama, Tetsuya
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Widespread peat carbon losses driven by the 2025 Scottish megafire
2026
Schoenecker, Johanna, Baur, Martin J., Kohli, Juliana, Baker, Sarah, Jones, Matthew, Veraverbeke, Sander, Konings, Alexandra G., Pellegrini, Adam F. A.
Brightness Temperature, Surface Soil Moisture
Wind-Driven Regime of GNSS-R Signatures in Northern Lakes for Lake Ice Detection
2026
Guo, Zhizhou, Wan, Wei, Liu, Baojian, Wan, Xianci, Zhang, Jie, Hu, Xiuqing, Li, Huan
Surface Soil Moisture, Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Normalized Difference Vegetation Index (NDVI) , Soil Classification, Soil Texture, Surface Roughness
A global dataset of land-atmosphere coupling metrics based on observations for evaluating Earth system models
2026
Tavakoli, Nazanin, Dirmeyer, Paul A.
Surface Soil Moisture, Brightness Temperature
A global, daily carbon budget for terrestrial ecosystems constrained by satellite observations of soil moisture: The SMAP Level 4 carbon product at ten years
2026
Endsley, K. Arthur, Kimball, John S., Reichle, Rolf H., Ardizzone, Joseph V., Kundig, Tobias, Colligan, Thomas, Heinke, Jens, Kato, Etsushi, Knauer, Jurgen, Ma, Lei, Nutzel, Tobias, Sun, Qing, Yuan, Wenping
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Root Zone Soil Moisture, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC), Atmospheric Carbon Dioxide, Respiration Rate, Air Temperature, Surface Winds , Net Radiation, Heat Flux
A Multi-temporal-scale Framework for Estimating Sub-Daily Soil Moisture by Fusing AMSR2 and SMAP Datasets
2026
Wang, Mengran, Song, Peilin, Zheng, Jingyao, Zhao, Tianjie, Zhao, Haigen, Huang, Jingfeng
Surface Soil Moisture, Brightness Temperature
A novel classifier-guided ensemble framework for global terrestrial evapotranspiration estimates
2026
Ni, Le, Wang, Weiguang, Fu, Jianyu, Cao, Mingzhu
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification
A Physics-Based Feature XGBoost Model for Frozen Ground Surface Reflectance Reconstruction on the Tibetan Plateau
2026
Wang, Bo, Li, Kerui, Sheng, Qinghong, Li, Jun, Zhang, Yuejie, Ling, Xiao, Liu, Xiang, Guo, Yichen, Wang, Yihui, Zhu, Yuxin
Brightness Temperature, Surface Soil Moisture
A Semiempirical Modeling for Soil Moisture Retrieval Using High-Resolution SAR Data
2026
Xu, Xiaolan, Yueh, Simon, Huang, Huanting, Wang, Tianlin, Das, Narendra, Entekhabi, Dara, Colliander, Andreas
Surface Soil Moisture
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 soil sensing mechanism to reach carbon flux at a country scale
2026
RodriguezAlbarracin, Heidy Soledad, Dematte, Jose A. M., Neto, Miguel Palacio Pelaez Carvalho, Rosin, Nicolas Augusto, Cerri, Carlos Eduardo Pellegrino, da Silva, Carlos Antonio, de Sousa Lima, Jose R., de Souza, Eduardo S., Moitinho, Mara Regina, Darghan Contreras, Aquiles Enrique, Teodoro, Paulo Eduardo, Ratke, Rafael Felippe, dos Santos, Uemeson Jose, Oresca, Denizard
Carbon , Nitrogen, Soil Porosity, Soil Temperature, Leaf Characteristics, Biomass, Soil Respiration, Soil Moisture/Water Content
Age-driven shifts in functional composition and diversity shape ecosystem service provision in agroforestry systems
2026
Barbosa, Anthony, Barbosa, Beatriz, Sousa, Tailane Silva, Fares, Ana Luisa Biondi Lima, do Espirito Santo Barbosa, Euciney, Ribeiro, Sabina Cerruto, Schmidt, Fernando Augusto, Teodoro, Grazielle Sales
Root Zone Soil Moisture, Surface Soil Moisture
Tracking water dynamics of a temperate forest under drought and nondrought conditions using active and passive microwave and optical remote sensing
2026
Hellwig, Florian M., Fluhrer, Anke, Dubois, Clemence, Schellenberg, Konstantin, Chaparro, David, Zehner, Markus, Klosterhalfen, Anne, Piles, Maria, Schmullius, Christiane, Kunstmann, Harald, Jagdhuber, Thomas
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance , Snow Grain Size, Snow Cover , Surface Soil Moisture
Transfer Learning for TransformerBased Drought Forecasting Across Diverse Precipitation Products in India
2026
Pathania, Ashish, Gupta, Vivek
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Air Temperature, Specific Humidity, Wind Speed , Snow Cover , Snow Depth , Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
Fine-scale simulation and projection of aboveground biomass dynamics in subtropical forests of Central-southern China: coupling remote sensing data and dynamic ...
2026
Feng, Tianqi, Shen, Huanfeng, Huang, Wenli
Reflectance , Discharge, Soil Depth, Biomass, Soil Moisture/Water Content , Albedo , Leaf Characteristics, Photosynthetically Active Radiation , Carbon , Respiration Rate, Atmospheric Water Vapor, Runoff
Geodetic evidence of water mass loss from global navigation satellite system measured land uplift in Turkiye
2026
Ansari, Kutubuddin, Kaykc, Emine Tanr
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Terrestrial Water Storage, Ground Water , Glacier Mass Balance/Ice Sheet Mass Balance
Harvest date estimation over corn and sunflower fields using Sentinel-1 and RADARSAT constellation mission data and machine learning algorithms
2026
Khabbazan, Saeed, Hosseini, Mehdi, Becker-Reshef, Inbal, McNairn, Heather, Oliinyk, Oleksandra
Root Zone Soil Moisture, Surface Soil Moisture
History matching of soil moisture and evapotranspiration over Europe using iterative ensemble smoothers
2026
Kaandorp, Mikael L. A., Zhao, Haojin, Poppe Teran, Christian, Hartick, Carl, Rigor, Paul, Hendricks Franssen, HarrieJan
Surface Soil Moisture
Divergent regional trends in alpine tundra productivity linked to changes in snow-free season length and summer warming
2026
Moore, Miles A, Emery, Nancy C, Elmendorf, Sarah C
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Ground Water
Enhanced extremes without intensification of South America's water cycle from 1980 to 2010
2026
Zarei, Mohanna, Destouni, Georgia
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff