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
Reporting 2025 ecosystem CO2 and CH4 fluxes with near real-time data during back-to-back record warm Arctic-Boreal winters
2026
Falvo, Grant, Ledman, Justin, Euskirchen, Eugenie Susanne, Edgar, Colin, Natali, Susan M, Arndt, Kyle A, Hung, Jacqueline K Y, Sonnentag, Oliver, Alcock, Haley, Detto, Matteo, Ueyama, Masahito, Iwata, Hiroki, Humphreys, Elyn, Bret-Harte, Marion Syndonia (Donie), Schuur, Edward A G
Atmospheric Carbon Dioxide, NET ECOSYSTEM CO2 EXCHANGE (NEE), GREENHOUSE GAS FLUX, Soils , Soil Temperature, Lake/Pond , Soil Moisture/Water Content , Methane, Water Table, Air Temperature, Active Layer, Soil Depth
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
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
Usage of normalized soil moisture for improving the performance of rainfall thresholds along transportation corridors
2026
Rahimikhameneh, Leila, Alvarez Reyna, Abraham, Montgomery, Jack, O'Donnell, Frances
Surface Soil Moisture
Assessment of reanalysis soil temperature products over the pan-Arctic
2026
Li, Yanjie, Wang, Lingxiao, Zhao, Lin, Hu, Guojie, Wu, Yifan, Li, Yan, Li, Xiangfei, Wang, Meng, Zhao, Jianting, Li, Zhibin
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) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Assessment of snow water equivalent characteristics in time and space over the Mackenzie River basin
2026
Soltani, Mohsen, Fletcher, Christopher G., Erler, Andre, Bunn, Melissa I., Russell, Hazen A.J
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff
Bayesian Model Averaging Method for Merging Multiple Precipitation Products over the Arid Region of Northwest China
2026
Yang, Yong, Chen, Rensheng, Lu, Xinyu, Mao, Weiyi, Liu, Zhangwen, Wang, Xueliang
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 , Skin Temperature, Water Vapor, Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Precipitation , Precipitation Amount, Total Surface Precipitation Rate
Anthropogenic Forcings Intensify Droughts More Severely in Drylands than in Humid Regions
2026
Zhang, Yanting, Wu, Renguang, Zheng, XiaoTong, Mei, Jiahui, Sun, Lin
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
Assessing the impact of hurricanes on the carbon cycle using SMAP satellite and in-situ observations: Role of land cover and precipitation
2026
Ray, Ram L., Kumar, Nirmal, Gurau, Sanjita, Raza, Ali, Khan, Nawab, Singh, Sudhir Kumar, Kayode, Esther Tosin, He, Yiping
Respiration Rate, Primary Production, Carbon , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture, Soil Organic Carbon (SOC)
Assessing SMAP for enhanced wildfire danger prediction in boreal-Arctic ecosystems
2026
Bourgeau-Chavez, Laura L., Hanes, Chelene, Billmire, Michael, Bosse, Karl, Battaglia, Michael J., Colliander, Andreas
Soil Temperature, Soil Moisture/Water Content , Soil Horizons/Profile, Soil Depth, Active Layer, Brightness Temperature, Surface Soil Moisture
Assessing Flash Drought Development and Propagation Across the Contiguous United States Using Remote Sensing
2026
Zeraati, Masoud, Farahmand, Alireza, Seager, Richard, Fowler, Hayley J., Madani, Nima, Parazoo, Nicholas, Manning, Colin, White, Christopher J., Wen, Yixin, Mehran, Ali, AghaKouchak, Amir
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 , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Latent Heat Flux, Precipitation , Precipitation Amount, Tropopause, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature , Skin Temperature, Carbon Monoxide , Geopotential Height, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone
Assessment and intercomparison of 23 global satellite and model-based soil moisture products using cosmic ray neutron sensing observations over Europe
2026
Helili, Pariha, Li, Xiaojun, Wigneron, Jean-Pierre, De Lannoy, Gabrielle, Peng, Jian, Frappart, Frederic, Zeng, Jiangyuan, Xiao, Yao, Karthikeyan, L., de Rosnay, Patricia, Xing, Zanpin, Ebtehaj, Ardeshir, Colliander, Andreas, Konkathi, Preethi, Zhang, Ke, Fan, Lei
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
Al-Based LVB's Water Storage Products
2026
Awange, Joseph L.
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 novel active-microwave method to estimate 1 km vegetation optical depth over the Heihe River Basin
2026
Lu, Zhixuan, Fan, Lei, De Lannoy, Gabrielle, Bai, Xiaojing, Liu, Xiangzhuo, Xing, Zanpin, Zhou, Zhilan, Zeng, Jiangyuan, Frappart, Frederic, Peng, Jian, Che, Tao, Geng, Liying, Li, Xiaojun, Li, Xin, Baghdadi, Nicolas, Wigneron, Jean-Pierre
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Soil Moisture
A satellite-driven approach to estimating delivered irrigation water via SM-based inversion algorithm: A case study of the Doroodzan irrigation district, Iran
2026
Afrasiabikia, Peyman, Parvaresh Rizi, Atefeh, Brocca, Luca
Brightness Temperature, Surface Soil Moisture
A review of forward modelling and retrieval approaches for forest soil
2026
Colliander, Andreas, Schwank, Mike, Zhou, Yiwen, Kurum, Mehmet, Vittucci, Cristina, Tsang, Leung, Roy, Alex, Berg, Aaron
Brightness Temperature, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC)
A new, long-term root zone soil moisture dataset for operational agricultural drought monitoring over Africa
2026
Maidment, Ross I., Quaife, Tristan, Pinnington, Ewan, Black, Emily, Ejigu, Amsalework, Kumar, Dhirendra, Thomas, Simon
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Surface Temperature , Humidity , Surface Winds , Precipitation Rate , Ground Water , Root Zone Soil Moisture, Surface Soil Moisture
A Decadal Survey of the Near-Surface Seismic Velocity Response to Hydrological Variations in Utah, United States
2026
Feng, KuanFu, Denolle, Marine, Lin, FanChi, van Dam, Tonie
Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff
A time series deep learning algorithm for soil moisture retrieval from Sentinel-1 data using Transformer
2026
Ndekelu, Lina N., Zhang, Hankui K., Bwangoy, Jean Robert, Henebry, Geoffrey M., Maimaitijiang, Maitiniyazi, Zhang, Xiaoyang, Lumbuenamo, Raymond, Liu, Pang-Wei, Gao, Lun
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
CLIMATE CHARACTERIZATION OF GUATEMALA FOR ENERGY-EFFICIENCY CONSIDERATIONS IN BUILDINGS
2026
Ramirez, America Alonso, Mazariegos, Edson Hernandez
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
Comparing novel backward hydrological models for watershed-scale precipitation estimation: an evaluation of inverted PDM and Kirchner-hybrid structures
2026
Dastjerdi, Pouria Asgari, Nasseri, Mohsen
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
Comparison of multiple satellite-derived products for assessing
2026
Song, Jiaxin, Zhou, Decheng, Hao, Lu, Xiao, Jingfeng, Li, Xing, Zhang, Liangxia, Sun, Ge
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Productivity, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff