A Hybrid Approach for Soil Moisture Upscaling Based on Dense Monitoring With Consideration of Heterogeneity
2025
Guo, Shitong, Guo, Ge, He, Xiurong, Liu, Shaomin, Chai, Linna, Zhao, Tianjie, Zhu, Zhongli, Xu, Ziwei
Brightness Temperature, Surface Soil Moisture
A parametric approach for global estimation of forest above-ground biomass with SMOS and SMAP L-band radiometer data
2025
Cartus, Oliver, Santoro, Maurizio, Jimenez, Carlos, Prigent, Catherine, Schwank, Mike, Wegmuller, Urs
Brightness Temperature, Surface Soil Moisture
A Sentinel-1 SAR-based global 1-km resolution soil moisture data
2025
Fan, Dong, Zhao, Tianjie, Jiang, Xiaoguang, Garcia-Garcia, Almudena, Schmidt, Toni, Samaniego, Luis, Attinger, Sabine, Wu, Hua, Jiang, Yazhen, Shi, Jiancheng, Fan, Lei, Tang, Bo-Hui, Wagner, Wolfgang, Dorigo, Wouter, Gruber, Alexander, Mattia, Francesco, Balenzano, Anna, Brocca, Luca, Jagdhuber, Thomas, Wigneron, Jean-Pierre, Montzka, Carsten, Peng, Jian
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
A unified ensemble soil moisture dataset across the continental United
2025
Li, Lingcheng, Lin, Xinming, Fang, Yilin, Hou, Z. Jason, Leung, L. Ruby, Wang, Yaoping, Mao, Jiafu, Xu, Yaping, Massoud, Elias, Shi, Mingjie
Surface Soil Moisture
Joint Retrieval of Soil Moisture and Vegetation Properties from GNSS-R Observations: A Preliminary Study
2025
Melebari, Amer, Moghaddam, Mahta
Brightness Temperature, Surface Soil Moisture
Machine Learning and Deep Learning Applications to GNSS-R for the Retrieval of Soil Moisture and Forest Biomass in View of HydroGNSS
2025
Santi, Emanuele, Pettinato, Simone, Pierdicca, Nazzareno, Izadgoshasb, Hamed, Cordari, Flavio, Guerriero, Leila, Zadeh, Amirreza Khalil
Brightness Temperature, Soil Moisture/Water Content
Machine-learning-based spatial analysis of the spring states in the
2025
Ishikawa, Mamoru, Okazaki, Azumi, Dashtseren, Avirmed, Temuujin, Khurelbaatar, 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
Lightning density and its coupled covariates within the Continental United States
2025
Eisenacher, Steffen, Fluhrer, Anke, Bliefernicht, Jan, Short Gianotti, Daniel J., Kunstmann, Harald, Jagdhuber, Thomas
Brightness Temperature, Surface Soil Moisture
Dependence of Soil Moisture and Strength on Topography and Vegetation Varies Within a SMAP Grid Cell
2025
Bindner, Joseph R., Proulx, Holly, Wickham, Kevin, Niemann, Jeffrey D., Scalia, Joseph, Green, Timothy R., Grazaitis, Peter J.
Brightness Temperature, Surface Soil Moisture
Assessment of L-band passive microwave soil moisture retrievals against in situ measurements in the North American boreal biome
2025
Gorrab, Azza, Sonnentag, Oliver, Mialon, Arnaud, Hanes, Chelene C., Ortet, Juliette, Berg, Aaron A., Umair, Muhammad, Roy, Alexandre
Surface Soil Moisture
Closing Africa's water balance budget: Assessing the suitability of
2025
Wang, Jielong, Awange, Joseph, Shen, Yunzhong, Tabatabaeiasl, Maryam, Song, Yongze
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
Challenges and Limitations in Comparing Satellite Microwave Vegetation Optical Depth (VOD) Against in-Situ Tree Hydraulics in the Canadian Boreal Forest
2025
Gorrab, Azza, Sonnentag, Oliver, Mialon, Arnaud, Hadiwijaya, Bram, Roy, Camille, Berg, Aaron, Ortet, Juliette, Umair, Muhammad, Roy, Alexandre
Brightness Temperature, Surface Soil Moisture
Downscaling soil moisture to sub-km resolutions with simple machine learning ensembles
2025
Poehls, Jeran, Alonso, Lazaro, Koirala, Sujan, Reichstein, Markus, Carvalhais, Nuno
Surface Soil Moisture
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
The CO2 Balancing Act: Why Global Warming and Greening Don't
2025
Liu, Meixian, Zhang, Baoqing, Nie, Junsheng
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 , Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Horizons/Profile
The compounding effects of agricultural expansion and snow drought on lake urmias drying crisis
2025
Shahbazi, Afshin, Aydin, Yusuf, Semiz, Guluzar Duygu, Torun, Elifnaz, Vaheddoost, Babak, Beirami, Neda, Unal, Alper, Madani, Kaveh, AghaKouchak, Amir
Snow Water Equivalent , Snow Water Equivalent , 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 , Runoff
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
Study of Changes in the Concentration of Greenhouse Gases in the Atmosphere in the Ural Region Based on Reanalysis and Satellite Measurements: Part 1 ...
2025
Dzholumbetov, S. K., Markelov, Y. I.
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, Skin Temperature, Specific Humidity, Water Vapor, 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, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Strengthening Coupling Between Vegetation and Soil-Atmosphere Compound
2025
Wu, Rong, Wang, Zijun, Meng, Fangxiu, Liu, Yangyang, Shi, Haiyun
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), 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
Temporal and spatial variability of groundwater storage derived from downscaled GRACE data in the transboundary Bug River Basin (PolandUkraineBelarus border region)
2025
Solovey, Tatiana, Sliwinska-Bronowicz, Justyna, Janica, Rafa, Stradczuk, Anna, Brzezinska, Agnieszka
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
Synchronicity analysis of meteorological variables on agricultural
2025
Liu, Fang, Zhang, Hongbo, Li, Yihang, Ning, Zhiyuan, Hao, Shuai
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
Reversal Trends in ShallowSoil Temperature Over the QinghaiTibet Plateau During 19502014
2025
Wang, Yue, Huang, Guohe, Li, Yongping, Shen, Zhenyao, Tang, Wenchang, Zhao, Xiaohu, Tian, Chuyin, Song, Tangnyu
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
Revisiting subsurface drought cascades with daily satellite observations of soil moisture and terrestrial water storage
2025
Blank, Daniel, Eicker, Annette, Reager, John T., Guntner, Andreas
Land Use/Land Cover Classification , Brightness Temperature, Surface Soil Moisture, Root Zone Soil Moisture
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 trends of compound extremes and their impacts in Southeast Asia from 1983 to 2022
2025
Jian, Wei, Lestari, Diah Valentina, Lo, Edmond Yatman
Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Longwave Radiation, Shortwave Radiation, 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 , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Vertical Profiles, Ozone Profiles
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) 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) MERRA-2 inst6_3d_ana_Np: 3d,6-Hourly,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NPANA)