A novel classifier-guided ensemble framework for global terrestrial evapotranspiration estimates
2026
Ni, Le, Wang, Weiguang, Fu, Jianyu, Cao, Mingzhu
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
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 Physics-Based Feature XGBoost Model for Frozen Ground Surface Reflectance Reconstruction on the Tibetan Plateau
2026
Wang, Bo, Li, Kerui, Sheng, Qinghong, Li, Jun, Zhang, Yuejie, Ling, Xiao, Liu, Xiang, Guo, Yichen, Wang, Yihui, Zhu, Yuxin
Brightness Temperature, Surface Soil Moisture
An operational global L-band soil moisture and vegetation optical depth dataset from optimized 40 SMOS brightness temperatures for 20102024
2026
Xing, Zanpin, Li, Xiaojun, Frappart, Frederic, De Lannoy, Gabrielle, Jagdhuber, Thomas, Peng, Jian, Fan, Lei, Ma, Hongliang, Karthikeyan, Lanka, Liu, Xiangzhuo, Wang, Mengjia, Zhao, Lin, Liu, Yongqin, Wigneron, Jean-Pierre
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Brightness Temperature, Surface Soil Moisture
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 SMAP-Anchored Sentinel-1 Change Detection Method for 100 m Surface Soil Moisture Mapping with Vegetation-Conditioned Constraints
2026
Wang, Yunjia, Sun, Hao, Pei, Haoyu, Gao, Jinhua, Xu, Zhenheng, Wang, Yuxin, Wu, Dan
Brightness Temperature, Surface Soil Moisture, SIGMA NAUGHT
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 soil sensing mechanism to reach carbon flux at a country scale
2026
RodriguezAlbarracin, Heidy Soledad, Dematte, Jose A. M., Neto, Miguel Palacio Pelaez Carvalho, Rosin, Nicolas Augusto, Cerri, Carlos Eduardo Pellegrino, da Silva, Carlos Antonio, de Sousa Lima, Jose R., de Souza, Eduardo S., Moitinho, Mara Regina, Darghan Contreras, Aquiles Enrique, Teodoro, Paulo Eduardo, Ratke, Rafael Felippe, dos Santos, Uemeson Jose, Oresca, Denizard
Carbon , Nitrogen, Soil Porosity, Soil Temperature, Leaf Characteristics, Biomass, Soil Respiration, Soil Moisture/Water Content
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 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 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 Multi-temporal-scale Framework for Estimating Sub-Daily Soil Moisture by Fusing AMSR2 and SMAP Datasets
2026
Wang, Mengran, Song, Peilin, Zheng, Jingyao, Zhao, Tianjie, Zhao, Haigen, Huang, Jingfeng
Surface Soil Moisture, Brightness Temperature
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)
Floods in 2025: Climate chronicles
2026
Getirana, Augusto, Collins, Elyssa, Alcantara, Enner, Balsamo, Gianpaolo, Bates, Paul, Dube, Timothy, Marengo, Jose Antonio, Oki, Taikan, Wasko, Conrad
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
Identification of dust aerosol source areas and transmission paths along the ChinaPakistan Economic Corridor
2026
Han, Zhijuan, Liu, Jie, Ding, Jianli, Wu, Shu, Lu, Xixi, Hou, Xinlei, Zhao, Xiaonan, Yang, Jiahui
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 , Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance
Fine-scale simulation and projection of aboveground biomass dynamics in subtropical forests of Central-southern China: coupling remote sensing data and dynamic ...
2026
Feng, Tianqi, Shen, Huanfeng, Huang, Wenli
Reflectance , Discharge, Soil Depth, Biomass, Soil Moisture/Water Content , Albedo , Leaf Characteristics, Photosynthetically Active Radiation , Carbon , Respiration Rate, Atmospheric Water Vapor, Runoff
First mapping of subsurface soil temperature profiles by integrating
2026
Chen, Dabiao, Xue, Huazhu, Zhao, Tianjie, Xiong, Yuyang, Li, Ning, Zheng, Jingyao, Cao, Yipeng, Bai, Yu, Qu, Songbo, Yao, Ling, Liu, Tang, Wang, Chi, Zhang, Haojie, Yu, Pei, Hu, Lu, Husi, Letu, Jia, Li, Shi, Jiancheng
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
Exploring the Potential of Sub-Daily Microwave Remote Sensing Observations for Estimating Evaporation in Forests
2026
Tronquo, Emma, Lievens, Hans, Steele-Dunne, Susan C., Verhoest, Niko E. C., Miralles, Diego G.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover, Land Use/Land Cover Classification , Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile
Exploring the Seven Climate Zones of China: How Soil Moisture and Vapor Pressure Deficit Influence Vegetation Productivity
2026
Zhou, Yan, Meng, Changqing, Li, Yue, Fang, Qingqing
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
Forecasting Soil Moisture Dynamics from SMAP Observations via Signal Decomposition
2026
Dhinakaran, D., Vijayalakshmi, V., Palpandi, S., Rajesh, R., Selvaraj, D., Pavitra, A. Rehash Rushmi, Salah, Ahmad
Brightness Temperature, Surface Soil Moisture
Foliar litter cover enhances surface warming in global forest ecosystems
2026
Fu, Chenhao, Qin, Shujing, Cheng, Lei, Zhang, Lu
Land Surface Temperature , Emissivity, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Snow Water Equivalent , Runoff
Hydrological Analysis of the Middle and Lower Paraguay Basin Based on Water Balance and Storage Using Imerg, GLDAS, and Grace Products (2003-2023)
2026
Villalba, Rossana, Ferral, Anabella, BaezGiven, Julian, Kurita, Jorge, Bonansea, Matias, Bertoni, Juan Carlos
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 , Precipitation , Precipitation Amount
Hydrological cycle intensification and permafrost thaw drive increased freshwater and organic carbon inputs to northern Alaska estuaries
2026
Rawlins, Michael A., Connolly, Craig T., McClelland, James W.
Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation, Leaf Area Index (LAI) , Normalized Difference Vegetation Index (NDVI)
Harmonizing terrestrial carbon cycle observations over CONUS NEON sites: Assessing the information contributions of multiple data constraints
2026
Zhang, Dongchen, Li, Qianyu, Helgeson, Alexis, Serbin, Shawn P., Dietze, Michael
Root Zone Soil Moisture, Surface Soil Moisture, Plant Phenology, Enhanced Vegetation Index (EVI)
Harvest date estimation over corn and sunflower fields using Sentinel-1 and RADARSAT constellation mission data and machine learning algorithms
2026
Khabbazan, Saeed, Hosseini, Mehdi, Becker-Reshef, Inbal, McNairn, Heather, Oliinyk, Oleksandra
Root Zone Soil Moisture, Surface Soil Moisture