Cross-Attention-Based Spatiotemporal Learning Network for Generating
2026
Xu, Xiaoke, Lin, Liupeng, Gu, Chunlei, Jing, Yinghong, Li, Xinghua
Land Use/Land Cover Classification , Surface Soil Moisture
Data Fusion Framework for a High-Resolution Regional Dataset in the
2026
Fu, Lifu, Zhang, Chunling, Ge, Yijun, Shu, Bo, Zhou, Ruoxiao
Salinity
Development of low latency, high resolution SMAP soil moisture retrievals in support of near-real-time applications
2026
Kwon, Yonghwan, Liu, Pang-Wei, Navari, Mahdi, Bindlish, Rajat, Kemp, Eric M., Wegiel, Jerry W., Jalilvand, Ehsan, Kumar, Sujay V.
ANTENNA TEMPERATURE, Brightness Temperature, Surface Soil Moisture
In Situ and SpaceBased CO2 Observations Reveal MoistureInduced Seasonal Compensation of the Western US Carbon Cycle
2026
Rastogi, Bharat, Miller, John B., Kaushik, Aleya, Basu, Sourish, Bruhwiler, Lori, McKain, Kathryn, Andrews, Arlyn E., Alden, Caroline B.
Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Soil Organic Carbon (SOC), Primary Production, Gross Primary Production (gpp), Reflectance
Influx of Bay of Bengal waters and stirring trends in the Arabian Sea based on satellite altimetry
2026
Paul, Nihar, Mathur, Manikandan, Sukhatme, Jai, Farrar, J. Thomas, Sengupta, Debasis
Salinity , Surface Winds
Evaluating Satellite and Model Sea Surface Salinity With in Situ Observation from an Autonomous Surface Vehicle
2026
Ayim, Samuel M., Jaeger, Leonie, Gassen, Lisa, Wurl, Oliver
Sea Surface Temperature , Ocean Surface Salinity, SURFACE CONDUCTIVITY, Salinity , Surface Winds
Extended assessment of the globally extractable salinity gradient energy
2026
Alvarez-Silva, Oscar, Roldan-Carvajal, Mateo, Arevalo, Franklin
Salinity , Surface Winds , Sea Surface Temperature
Cloudburst or hybrid phenomenon? Dissecting the Dharali flood disaster of 2025
2026
Vijayalekshmi, Gopika, Goel, N. K., Arora, Manohar, Sharma, M. L., Narayanan, R. Unni, Vishnoi, R. K.
Root Zone Soil Moisture, Surface Soil Moisture
Confidently uncertain: validating satellite ECV measurement uncertainty estimates
2026
Verhoelst, Tijl, Povey, Adam C., Gruber, Alexander, Bulgin, Claire E., Keppens, Arno, Compernolle, Steven, Lambert, Jean-Christopher
Brightness Temperature, Surface Soil Moisture
Capturing Mesoscale and Submesoscale Ocean Fronts in the Gulf of Mexico
2026
Cruz, Ethan, Subrahmanyam, Bulusu
Salinity
Characterization of uncertainty in ground-based validation of soil
2026
Zeng, Qicheng, Wu, Xiaodan, Wen, Jianguang, Yin, Gaofei, Lin, Xingwen, Li, Yukun, You, Dongqin, Xiao, Qing
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 , Brightness Temperature, Surface Soil Moisture
National Oceanic and Atmospheric Administration Soil Moisture Operational Product System: An overview and data assimilation applications
2026
Yin, Jifu, Zhan, Xiwu, Liu, Jicheng, Kim, Jong, Jeon, ChanHoo, Petro, Gillian
Brightness Temperature, Surface Soil Moisture
Next-generation Metop ASCAT surface soil moisture datasets from EUMETSAT H SAF
2026
Hahn, Sebastian, Melzer, Thomas, Wagner, Wolfgang
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 , Brightness Temperature, Surface Soil Moisture
Ocean salinity across space-time scales: from water cycle indicator to dynamical driver
2026
Yu, Lisan
Salinity
Soil moisture impact on convective initiation
2026
AlNasser, Faisal, Gianotti, Daniel, Entekhabi, Dara
Brightness Temperature, Surface Soil Moisture, Vegetation Optical Depth
Soil moisture retrieval with high spatialtemporal resolution via the fusion of CYGNSS and SAR data
2026
Chang, Xin, Wang, Qi, Sun, Jiaojiao, Tan, Zuozhu, Li, Dawei, Yu, Kegen
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Streamflow calibration in ungauged basins using SWOT discharge and SMAP surface soil moisture products
2026
Crow, Wade T., Durand, Michael, Coss, Steve, Reichle, Rolf H.
Soil Classification, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation
Remotely sensed surface water storage shows distinct patterns from SWATsimulated data
2026
Dolan, W., Vanderhoof, M. K., Christensen, J. R., Golden, H. E., Lane, C. R., Rajib, A., Keenan, W., Zheng, Q., Khare, A.
Root Zone Soil Moisture, Surface Soil Moisture, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
RFI-Net: Enhancing Passive Sensing through Deep Learning Based Time-Frequency Domain Radio Frequency Interference Detection and Mitigation
2026
Alam, Ahmed Manavi, Kurum, Mehmet, Gurbuz, Ali C.
Brightness Temperature
Satellite Remote Sensing of Hydro-biogeochemical Responses to Near-Coastal Water Dynamics in Global River Mouth Areas
2026
Kim, Youngwook, Park, Ji-Hyung, Du, Jinyang
Root Zone Soil Moisture, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC)
Satellite soil moisture as an additional observational constraint for machine learning-based irrigation water use modeling
2026
Huang, Xin, He, Qing, Hanasaki, Naota, Oki, Taikan
Root Zone Soil Moisture, Surface Soil Moisture, Brightness Temperature, Soil Classification, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation
Quasi-SMAP: A SMAP-referenced long-term daily surface soil moisture record from 1981 to 2022
2026
Wang, Yunjia, Sun, Hao, Gao, Jinhua
Brightness Temperature, Surface Soil Moisture
Regional nudged storylines for the European hot and dry summers 20182022: response of evapotranspiration regimes to climate change
2026
Klimiuk, Tatiana, Sanchez-Benitez, Antonio, Ludwig, Patrick, Pinto, Joaquim G.
Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
A Hybrid Physics-Guided Machine Learning for Soil Moisture Monitoring and Drought Assessment From CYGNSS in Complex Terrain
2026
Rhadiouini, Charafa El, Jin, Shuanggen, Yeboah, Emmanuel, Sarfo, Isaac, Okrah, Abraham
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 , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity
A satellite soil moistureand radar rainfallbased methodology for slope-scale seepagestability modelling of rainfall-induced landslides
2026
Jotisankasa, Apiniti, Mapiam, Punpim Puttaraksa, Methaprayun, Monton, Praphatsorn, Washirawat, Torsri, Kritanai, Supavetch, Soravis, Soralump, Suttisak, Linnebach, Jonathan, Bogaard, Thom
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture