Model sensitivity across scales: a case study of simulating an offshore low-level jet
2026
Hawbecker, Patrick, Lassman, William, Juliano, Timothy W., Kosovic, Branko, Haupt, Sue Ellen
Sea Surface Temperature , 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, Sea Surface Topography , Vertical Profiles, Ozone Profiles, Sea Surface Temperature , Sea Surface Temperature , Sea Surface Temperature , Sea Surface Temperature , 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) , Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Ice Fraction, Sea Surface Skin Temperature, Skin Temperature
GHRSST Level 4 OSPO Global Foundation Sea Surface Temperature Analysis (GDS version 2) 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 const_2d_asm_Nx: 2d, constants 0.625 x 0.5 degree V5.12.4 (M2C0NXASM) 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 GHRSST Level 4 MUR Global Foundation Sea Surface Temperature Analysis (v4.1) GHRSST NOAA/STAR GOES-16 ABI L3C America Region SST v2.70 dataset in GDS2 GHRSST Level 4 K10_SST Global 10 km Analyzed Sea Surface Temperature from Naval Oceanographic Office (NAVO) in GDS2.0 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_Nv: 3d,6-Hourly,Instantaneous,Model-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NVANA) at GES DISC MERRA-2 tavg1_2d_ocn_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Ocean Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXOCN) at GES DISC GHRSST Level 4 CMC0.1deg Global Foundation Sea Surface Temperature Analysis (GDS version 2)
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 Framework for Winter Wheat Soil Moisture Retrieval Based on UAV Remote Sensing and AutoML
2026
Zhong, Daokuan, Li, Caixia, Li, Shenglin, Kanneh, James E., Zhu, Pengyuan, Liu, Hao, Song, Ni, Ning, Huifeng, Sun, Chitao
Soil Moisture/Water Content
A fused soil moisture product integrating linear fusion method and error characteristics approach
2026
Singh, Anuj, Dhanya, C.T., Saharia, M.
Brightness Temperature, Microwave Imagery, Soil Moisture/Water Content , Vegetation Water Content, Surface Soil Moisture
A Holistic Assessment of Climate Change, Land Use, and Water Governance Through Complex Water Systems
2026
Quaggio, Carolina Stager, Santarosa, Lucas Vituri, Moffatt, Philip, Sacchi, Marcelo Donadelli, Valdambrini, Bruno, Soares, Amanda Rodrigues, Boll, Jan, Gastmans, Didier
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 , Total Runoff
A Hybrid Physics-Guided Machine Learning for Soil Moisture Monitoring and Drought Assessment From CYGNSS in Complex Terrain
2026
Rhadiouini, Charafa El, Jin, Shuanggen, Yeboah, Emmanuel, Sarfo, Isaac, Okrah, Abraham
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 , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity
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
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
Applying an Interpretable Deep Learning Model to Identify Wildfire-Prone Areas in Southwest China
2026
Ma, Chenyu, Yang, Siquan, Cui, Jing, Li, Qiang, Yao, Qichao, Zhang, De, Guo, Jiachang, Wang, Xinqian, Qu, Chong
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
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
Arctic and Boreal Wildfires Impact Climate by Releasing Ancient Carbon and Light-Absorbing Particles
2026
Ruppel, Meri. M., Somero, Markus, Sippula, Olli, Ihalainen, Mika, Louhisalmi, Juho, Tissari, Jarkko, Haghipour, Negar, Strom, Johan, Valiranta, Minna, Koster, Kajar, Vakkari, Ville, Jaars, Kerneels, Huang, Lin, Smittenberg, Rienk H.
Vegetation Cover, Forests, Biomass Burning, Surface Temperature , Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon , Burned Area, Biomass, Soil Moisture/Water Content , Topographic Effects
Analysis of the impact of hydroclimatic change on baseflow across dry and wet seasons in an inland river basin of northwest China
2026
Song, Mengwei, Liu, Hailong, Wu, Quanlong, Sun, Chang, Shaimuradov, Firdavs, Gulakhmadov, Aminjon
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 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
A satellite soil moistureand radar rainfallbased methodology for slope-scale seepagestability modelling of rainfall-induced landslides
2026
Jotisankasa, Apiniti, Mapiam, Punpim Puttaraksa, Methaprayun, Monton, Praphatsorn, Washirawat, Torsri, Kritanai, Supavetch, Soravis, Soralump, Suttisak, Linnebach, Jonathan, Bogaard, Thom
Brightness Temperature, SIGMA NAUGHT, 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 Python-Based Workflow for Producing Soil Electromagnetic Properties
2026
Brownbridge, Todd R., Russo, Nicholas
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 socio-hydrological system analysis to classify the state of water insecurity in the Awash River Basin, Ethiopia
2026
Gebrehiwot, S G, Birhanu, B, Legasse, A M, Tessema, B G, Breuer, L
Soil Moisture/Water Content
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)
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 Debris-Flow Susceptibility at Local and Global Scales: A
2026
Nienkotter, Andreas, Bian, Ang, Di, Baofeng, Li, Jierui, Deng, Tian
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Plant Phenology, Vegetation Index , Plant Phenological Changes, Enhanced Vegetation Index (EVI)
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
Catchment precipitation partitioning in the Budyko framework is controlled by root zone storage capacity
2026
Ibrahim, Muhammad, van Oorschot, Fransje, van der Ent, Ruud, Hrachowitz, Markus, Coenders-Gerrits, Miriam
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance , Soil Depth, Soil Horizons/Profile, Soil Water Holding Capacity , Soil Texture, Soil Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Soil Moisture/Water Content
CANSD v1. 0: the first map of agricultural nitrogen surplus across China from 2000 to 2022
2026
Li, Yanyi, He, Li, He, Mengxi, Tang, Zhenjie, Wang, Yuxuan
Air Temperature, Evapotranspiration , Rain , Soil Moisture/Water Content , Total Runoff
Assessing the Contribution of GRACE Data to Snow Water Equivalent Estimation in Comparison with Conventional Snow Measurement Techniques
2026
Mohasseb, Hussein A., Yi, Shuang, Abd-Elmotaal, Hussein A., Abd-Elbaky, Mostafa
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