Detecting the onset of rice field inundation in the Lower Mississippi River Basin via Harmonized Landsat Sentinel-2 (HLS) satellite time series
2025
Deng, Yawen, Peng, Bin, Guan, Kaiyu, Runkle, Benjamin R.K., Moreno-Garcia, Beatriz, Wu, Xiaocui, Wang, Sheng, Zhou, Qu, Reba, Michele L.
Reflectance , Brightness Temperature, Surface Soil Moisture
Deep learning of seasonal peak snow water content of global boreal
2025
Kumawat, Divya, Ebtehaj, Ardeshir, Kumar, Sujay, Colliander, Andreas
Snow Water Equivalent , Brightness Temperature, Surface Soil Moisture
Detection and Flagging of Radio Frequency Interference Contamination in SMAP Ocean Observations
2025
Meissner, Thomas, Manaster, Andrew
Brightness Temperature, Sea Surface Temperature , Salinity
High-resolution soil moisture mapping in northern boreal forests using
2025
Jaaskelainen, Emmihenna, Luoto, Miska, Putkiranta, Pauli, Aurela, Mika, Virtanen, Tarmo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture, Brightness Temperature
How Does Assimilating SMAP Soil Moisture Improve Characterization of the Terrestrial Water Cycle in an Integrated Land Surface-Subsurface Model?
2025
Zhao, Haojin, Montzka, Carsten, Keller, Johannes, Li, Fang, Vereecken, Harry, Hendricks Franssen, HarrieJan
Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content , Surface Soil Moisture
Estimates of Irrigation Water Volume by Assimilation of Satellite Land
2025
Corbari, C., Paciolla, N., Sheffield, J., Labbassi, K., Dos Santos Araujo, D. C., Berendsen, S., Szantoi, Z.
Evapotranspiration , Latent Heat Flux, Runoff , Soil Texture, Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Fallowed agricultural lands dominate anthropogenic dust sources in California
2025
Adebiyi, Adeyemi A., Kibria, Md. Minhazul, Abatzoglou, John T., Ginoux, Paul, Pandey, Satyendra, Heaney, Alexandra, Chen, Shu-Hua, Akinsanola, Akintomide A.
Emissivity, Land Surface Temperature , Brightness Temperature, Surface Soil Moisture
Feasibility of L-band Sharpening with C-band using SMAP and AMSR Radiometry Data for Future Application to CIMR
2025
Zhang, Michelle S., AlNasser, Faisal, Piles, Maria, Entekhabi, Dara
Land Use/Land Cover Classification , Brightness Temperature
Exploring hydrological variable interconnections and enhancing predictions for datalimited basins through multitask learning
2025
Ouyang, Wenyu, Gu, Xuezhi, Ye, Lei, Liu, Xiaoning, Zhang, Chi
Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature , Evapotranspiration , Latent Heat Flux, Brightness Temperature, Soil Moisture/Water Content
Evaluation of model-simulated tropical cyclone response on the biogeochemical parameters using profiling float observations in the Arabian Sea
2025
Thangaprakash, V. P., Girishkumar, M. S., Sureshkumar, N., Singh, S. K. Baliar, Chakraborty, Kunal, Satish, R. U. V. N., Bhaskar, T. V. S. Udaya, Rao, E. Pattabhi Rama, Ravichandran, M.
Salinity
Evaluation of wet snow dielectric mixing models for L-band radiometric measurement of liquid water content in Greenland's percolation zone
2025
Hossan, Alamgir, Colliander, Andreas, Schlegel, Nicole-Jeanne, Harper, Joel, Andrews, Lauren, Kolassa, Jana, Miller, Julie Z., Cullather, Richard
Brightness Temperature
Evaluation of satellite-based sea surface salinity derived from two
2025
Laliberte, Julien, Guenard, Guillaume, Dumas, Jacqueline, Galbraith, Peter S., Hall, Sarah, Trossman, David S., Vissault, Steve
Surface Winds , Salinity
Comparative analysis of Black Sea surface salinity, according to SMAP remote sensing observations and in situ oceanographic data
2025
Shukalo, D.M., Shulga, T.Ya.
Salinity
Predicting Freeze-Thaw States in Alaska Permafrost Landscapes using
2025
Ahajjam, A., Soaper, M., Chance, R., Chandler, J., Pasch, T.
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature, Geopotential Height, Altitude, Surface Temperature , Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Brightness Temperature, Transition Direction
MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) at GES DISC MERRA-2 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXRAD) at GES DISC MERRA-2 tavg1_2d_slv_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXSLV) at GES DISC MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) at GES DISC SMAP L1C Radiometer Half-Orbit 36 km EASE-Grid Brightness Temperatures V006 SMAP L3 Radiometer Global and Northern Hemisphere Daily 36 km EASE-Grid Freeze/Thaw State V004
Multi-layer grid-scale soil moisture estimation using spatiotemporal deep learning methods with physical constraints
2025
Zhang, Tuantuan, Liang, Zhongmin, Zhou, Jianhong, Shao, Quanxi, Sarukkalige, Ranjan, Lu, Haishen, Zhang, Jiangjiang, Bi, Chenglin, Wang, Jun, Hu, Yiming, Li, Binquan
Brightness Temperature, Surface Soil Moisture
On the global reconstruction of ocean interior variables: a feasibility data-driven study with simulated surface and water column observations
2025
Garcia-Espriu, Aina, Gonzalez-Haro, Cristina, Aguilar-Gomez, Fernando
Sea Surface Temperature , Sea Surface Temperature , Salinity , Surface Winds , Ocean Currents, Salinity , Salinity
Nonlinear Soil Moisture Loss Function Reveals Vegetation Responses to Water Availability
2025
Araki, Ryoko, Morgan, Bryn E., McMillan, Hilary K., Caylor, Kelly K.
Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Normalized Difference Vegetation Index (NDVI) , Soil Classification, Soil Texture, Surface Roughness, Brightness Temperature, Surface Soil Moisture
Observable polar and Atlantic sea surface salinity trends have emerged, while the noisy Indo-Pacific hesitates
2025
Schneider, David P, Maher, Nicola, Dong, Yue, Kay, Jennifer E, Capotondi, Antonietta
Salinity , Ocean Surface Salinity
Quantifying the potential of using Soil Moisture Active Passive (SMAP) soil moisture variability to predict subsurface water dynamics
2025
Nayak, Aruna Kumar, Xu, Xiaoyong, Frey, Steven K., Khader, Omar, Erler, Andre R., Lapen, David R., Russell, Hazen A. J., Sudicky, Edward A.
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
MesoSubmesoscale T S Compensation and Density Variability in the North Atlantic from Saildrone
2025
Yu, Lisan
Salinity
Mixed layer salinity budget in the northern Bay of Bengal using the data from a mooring array in 2015
2025
Thangaprakash, V. P., Girishkumar, M. S., Sureshkumar, N., Ravichandran, M., Naidu, C. V., Ramakrishna, S. S. V. S., Sahoo, A.
Salinity
Real-time estimation of SMAP soil moisture in mountainous areas and its impact on rainfall-runoff simulation
2025
An, Huicong, Ouyang, Chaojun, Chen, Xiaoqing
Brightness Temperature, Surface Soil Moisture
Spaceborne estimates of canopy temperature and soil moisture predict daily and annual subalpine tree growth
2025
Estey, Eli W., Eitel, Jan U.H., Vierling, Lee A., Peven, Grace L., Cawse-Nicholson, Kerry A., Hook, Simon J., Griffin, Kevin L.
Land Surface Temperature , Emissivity, Geolocation, Clouds , Brightness Temperature, Surface Soil Moisture
Spaceborne GNSS-R for Sensing Soil Moisture Using CYGNSS Considering Land Cover Type
2025
Song, Shengjia, Zhu, Yongchao, Qu, Xiaochuan, Tao, Tingye
Brightness Temperature, Surface Soil Moisture
Soil MoistureRetrieval from TM-1 GNSS-R Reflections with Auxiliary Geophysical Variables: A Multi-Cluster and Seasonal Evaluation
2025
Jin, Yu, Ji, Min, Zheng, Naiquan, Zhang, Zhihua, Ding, Penghui, Zhao, Qian
Brightness Temperature, Surface Soil Moisture