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
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 , Land Use/Land Cover Classification , Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Horizons/Profile
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) 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 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) at GES DISC
Spatial prediction of InSAR-derived hillslope velocities via deep learning
2025
He, Jun, Tanyas, Hakan, Dahal, Ashok, Huang, Da, Lombardo, Luigi
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
Seasonal and annual hydrologic modeling for water budget estimation of the Ganga River Basin (GRB) by using GLDAS-2.1 products in geospatial environment
2025
Chatterjee, Soumen, Biswas, Biplab
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
Satellite-based assessment of Phenological Informatics and associated drivers over a biodiversity hotspot in the North Eastern Region of India
2025
Bhuyan, Mallika, Jeganathan, C., Pujar, Girish S.
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 , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity
Surface Runoff Estimation Using SCS-CN and GIS Approach in the Kid Valley Basin, Nebk Area, South-East Sinai, Egypt
2025
Hagras, Ali
Runoff , Soil Texture
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
Space-time explainable modelling of regional hillslope deformation, an
2025
He, Jun, Tanyas, Hakan, Huang, Da, Lombardo, Luigi
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
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
Solar-Induced Chlorophyll Fluorescence Yield Holds the Potential for
2025
Behera, Subhrasita, T L, Elakkiyaa, Sarkar, Ananya, Dutta, Debsunder
Land Use/Land Cover Classification , 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 , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
South African soil, land cover and weather generator file databases for
2025
le Roux, Jay, Mararakanye, Ndifelani, van der Laan, Michael, Mudaly, Leushantha, Weepener, Harold Louw, van Tol, Johan
Runoff , Soil Texture
Spatial disaggregation of coarse-scaled gridded rainfall data using open-source earth observation in a semi-arid region for water resources management
2025
Karan, Kunal, Singh, Dharmaveer, Laskar, Amzad Hussain, Noble, Jacob, Kumar, Nikhil, Chatterjee, Debrupa, Wilson, John P.
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
Spatial downscaling of GRACE terrestrial water storage anomalies for
2025
Yin, Gaohong, Park, Jongmin, Yoshimura, Kei
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
Soil Moisture Monitoring Method and Data Products: Current Research
2025
Liu, Ruihao, Chang, Cun, Zhong, Ruisen, Lu, Shiyang
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, Vegetation Water Content
Resilience assessment of an urban rail transit network under natural
2025
Chen, Jinqu, Liu, Xiaowei, Hu, Xinyue, Du, Bo, Yin, Yong
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) , Wind Dynamics, Wind Direction Tendency, Wind Speed Tendency, Wind Direction Tendency, Wind Speed Tendency, Precipitation Amount, Precipitation Rate , Snow, Rain
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 MERRA-2 tavgU_3d_udt_Np: 3d,diurnal,Time-Averaged,Pressure-Level,Assimilation,Wind Tendencies 0.625 x 0.5 degree V5.12.4 (M2TUNPUDT) at GES DISC GPM IMERG Final Precipitation L3 Half Hourly 0.1 degree x 0.1 degree V07 (GPM_3IMERGHH) at GES DISC GPM IMERG Late Precipitation L3 Half Hourly 0.1 degree x 0.1 degree V07 (GPM_3IMERGHHL) at GES DISC GPM IMERG Final Precipitation L3 1 month 0.1 degree x 0.1 degree V07 (GPM_3IMERGM) at GES DISC
Role of ocean and climate in terrestrial ecosystems
2025
Behera, Swadhin K., Varghese, Roma, Ratnam, J.V., Doi, Takeshi, Behera, Mukunda Dev
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
Response of China's Terrestrial Carbon Uptake to Shift in Nitrogen
2025
Zhang, L., Li, P., Yu, G., He, H., Jia, Y., Zhu, J., Ju, W., Zhang, C., Ren, X., Wang, T., Zheng, Y., WU, H.
Discharge, Soil Depth, Biomass, Soil Moisture/Water Content , Albedo , Leaf Characteristics, Photosynthetically Active Radiation , Carbon , Respiration Rate, Atmospheric Water Vapor, Runoff
Sea Level Rise and Loading Deformation in the Shallow Seas of Northern Australia
2025
Wen, Zhiqiang, Sun, Wenke
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
Short-term satellite soil moisture for agricultural drought
2025
Palagiri, Hussain, Pal, Manali, Maity, Rajib
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
Sensitivity analysis and calibration of a semi-distributed HBV model in
2025
Elgendy, Mohammed Refaat, Hassini, Sonia, Coulibaly, Paulin
Runoff , Soil Texture
Sensitivity of the Shallow-To-Deep Convective Transition to Moisture and
2025
Viscardi, Leandro Alex Moreira, Torri, Giuseppe, Adams, David K., Barbosa, Henrique de Melo Jorge
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 , Land Use/Land Cover Classification , Drainage, Rivers/Streams , Watershed Characteristics
The invisible subsoil compaction risk under no- till farming
2025
Keller, Thomas, Bickel, Samuel, Or, Dani
Runoff , Soil Texture
Visitor Dynamics under Disturbance: Exploring the Interplay of Air Quality, Wildfires, and US National Park Visitation Patterns
2025
Yu, Hong-Wen, Liu, Wan-Yu
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
Transformation rate maps of dissolved organic carbon in the contiguous
2025
Li, Lingbo, Li, Hong-Yi, Abeshu, Guta, Tang, Jinyun, Leung, L. Ruby, Liao, Chang, Tan, Zeli, Tian, Hanqin, Thornton, Peter, Yang, Xiaojuan
Runoff , Soil Texture
Transient modeling and control strategies for WT-PV integrated hydrogen production system
2025
Zhang, Xiyuan, Wang, Bowen, Zhang, Fan, Wu, Kangcheng, Li, Ye, Li, Bin, Jiao, Kui
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)