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
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
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, Root Zone Soil Moisture
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
MesoSubmesoscale T S Compensation and Density Variability in the North Atlantic from Saildrone
2025
Yu, Lisan
Salinity
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
Soil Surface Roughness in Temperate Forest During SMAPVEX19-22
2025
Walker, Victoria A., Cosh, Michael H., White, William A., Colliander, Andreas, Kelly, Victoria R., Siqueira, Paul
Brightness Temperature, Soil Moisture/Water Content
Stronger effects of accumulated soil moisture deficit on gross primary productivity and light use efficiency than lagged soil moisture deficit for cropland and forest
2025
Jiang, Zhuoyou, Zhou, Yanlian, Gao, Shang, Dong, Zhoutong, Wang, Yingying, Duan, Zheng, He, Wei, Liu, Yibo, Ju, Weimin
Root Zone Soil Moisture, Surface Soil Moisture
Stakeholder-informed approach improves national modelling of water
2025
Hinton, Rebekah, Fridman, Dor, Smilovic, Mikhail, Willaarts, Barbara A., Chunga, Brighton, Banda, Limbikani, Macleod, Kit, Troldborg, Mads, Kalin, Robert
Evapotranspiration , Latent Heat Flux, Root Zone Soil Moisture, Surface Soil Moisture
Surface Suspended Particulate Matter Flux in the Northern Gulf of Mexico from Satellite Observations
2025
Shi, Wei, Wang, Menghua, Subrahmanyam, Bulusu
Salinity , Surface Winds
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
Spatio-temporal dynamics of L-band zeroth-order vegetation scattering albedo from SMAP observations in tropical forests
2025
Liu, Yuqing, Li, Xiaojun, Ciais, Philippe, Frappart, Frederic, Liu, Xiangzhuo, G. Cosio, Eric, Zheng, Yi, Xing, Zanpin, Wang, Huan, Fan, Lei, Chaubell, Mario Julian, Wigneron, Jean-Pierre
Brightness Temperature, Surface Soil Moisture
Spatial Resolution Enhancement of Microwave Radiation Imager (MWRI) Data
2025
Bai, Yihong, Zheng, Zhaojun, Shen, Jie, Xu, Na, Cao, Guangzhen, Xiao, Hongyi
Brightness Temperature
Sentinel-1 vegetation optical depth retrievals over the international soil moisture network
2025
Lu, Zhixuan, Fan, Lei, Liu, Xiangzhuo, Bai, Xiaojing, Baghdadi, Nicolas, Frappart, Frederic, Zeng, Jiangyuan, De Lannoy, Gabrielle, Peng, Jian, Xing, Zanpin, Li, Xiaojun, Feng, Zhuangzhuang, Li, Xin, Wigneron, Jean-Pierre
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture
Soil moisture gradients strengthen intense thunderstorms
2025
Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
Soil moisture gradients strengthen mesoscale convective systems by increasing wind shear
2025
Barton, Emma J., Klein, Cornelia, Taylor, Christopher M., Marsham, John, Parker, Douglas J., Maybee, Ben, Feng, Zhe, Leung, L. Ruby
Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
Spatiotemporal Seamless Estimation of Global Surface Soil Moisture Using Triple Collocation, Machine Learning, and Data Assimilation
2025
Xu, Lei, Ye, Zhenni, Dai, Jin, Li, Qi, Hong, Youting, Tao, Yun, Yu, Hongchu, Zhang, Chong, Chen, Zeqiang, Chen, Nengcheng
Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Surface Soil Moisture, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation
Spatiotemporal Soil Moisture Prediction Using a Causal-Guided Deep Learning Model
2025
Wu, Tingtao, Xu, Lei, Pan, Ziwei, Cai, Ruinan, Dai, Jin, Yang, Shuang, Zhang, Xihao, Zhang, Xi, Chen, Nengcheng
Soil Organic Carbon (SOC)
The 2020 Heatwave Led to a Larger Enhancement in Annual Gross Primary
2025
Park, SungBin, Park, ChangEui, Kim, JinSoo, Xiao, Jingfeng, Song, EunJi, So, Damwon, Park, Sang Seo
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC)
Toward the Exploitation of HydroGNSS Coherent Channel: High Sampling
2025
Peng, Jilun, Cardellach, Estel, Li, Weiqiang, Ribo, Serni, Rius, Antonio
Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity, Wind Direction, Wind Speed , Radar Cross-Section, Radar Reflectivity
The Simulated Role of the Antecedent Snow and Soil Moisture Conditions on the 1316 March 2021 Dust Storm in East Asia
2025
Letcher, Theodore, LeGrand, Sandra, Sparrow, Kent, Eylander, John
Reflectance , Albedo , Anisotropy, Surface Soil Moisture, Albedo, Snow Cover
The impact of Manuka-Dominated Riparian Vegetation on Lake Water Quality: A Multi-Source Remote Sensing Approach
2025
Rassak, Simna, Orsi, Alvaro, Bifet, Albert, Gines, Maria Jesus Gutierrez, Bohm, Kristin, Wang, Kevin I-Kai, Bisht, Akshat
Root Zone Soil Moisture, Surface Soil Moisture
The importance of scale in the definition of uncertainties: how do we best communicate this to data users?
2025
Bulgin, Claire E., Green, Paul, Gruber, Alexander, Macintosh, Claire, Mittaz, Jonathan, Ramsay, Ashley, Rayner, Nick A.
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
The Diurnal Variation of L-Band Polarization Index in the U.S. Corn Belt Is Related to Plant Water Stress
2025
Cirone, Richard, Hornbuckle, Brian K.
Surface Soil Moisture