Optimizing fertilizer use for sustainable crops with Agrivoltaics in Mediterranean climates
2026
Rapella, Lia, Viovy, Nicolas, Faranda, Davide, Drobinski, Philippe
Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile
Optimizing Soil Moisture-Runoff Coupling Strength With Remotely Sensed
2026
Feng, Huihui, Zhou, Jianhong, Wu, Zhiyong, Dong, Jianzhi, Brocca, Luca, Zhao, Long, He, Hai, Fan, Hui
Carbon , Cation Exchange Capacity, Organic Matter, Land Use/Land Cover Classification , Surface Soil Moisture
Rainforest Monitoring Using Deep Learning and Short Time Series of
2026
Dal Molin, Ricardo, Thirion-Lefevre, Laetitia, Guinvarch, Regis, Rizzoli, Paola
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
Plant diversity within communities, not among them, stabilizes grassland productivity across spatial scales
2026
Huang, Mengjiao, Granjel, Rodrigo R., Montoya, Daniel, Xiao, Yao, Liu, Xiang, Hautier, Yann
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
Potential Capabilities of UAV-Borne Ground Penetrating Radar for Remote Sensing of Active-Layer Tundra Soil Thickness and Moisture
2026
Muzalevskiy, K. V.
Soil Texture, Active Layer, Cation Exchange Capacity, Soil Moisture/Water Content , Soil Bulk Density, Soil Porosity, Organic Matter
Physics-Embedded Deep Learning for Wildfire Risk Assessment: Integrating Statistical Mechanics into Neural Networks for Interpretable Environmental Modeling
2026
Jadouli, Ayoub, Amrani, Chaker El
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Vegetation Index, Normalized Difference Vegetation Index (NDVI)
LongTerm Discharge Records from United States and European Karst Springs: Data Limitations in Trend Analysis
2026
Toran, Laura, Baraza, Teresa, Call, Kubra Ozdemir, Finegan, Carly R., Hasenmueller, Elizabeth A., Nyquist, Jonathan, Sarker, Shishir K, Spellman, Patricia
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 , Natural Hazards , Infrastructure , Sustainability , Land Use/Land Cover
National Oceanic and Atmospheric Administration Soil Moisture Operational Product System: An overview and data assimilation applications
2026
Yin, Jifu, Zhan, Xiwu, Liu, Jicheng, Kim, Jong, Jeon, ChanHoo, Petro, Gillian
Brightness Temperature, Surface Soil Moisture
Next-generation Metop ASCAT surface soil moisture datasets from EUMETSAT H SAF
2026
Hahn, Sebastian, Melzer, Thomas, Wagner, Wolfgang
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, Surface Soil Moisture
Nonlinear trend decomposition for reconstructing terrestrial water
2026
Nie, Shengkun, You, Wei, Wan, Xiangyu, Yang, Xinchun, Zhao, Ruiqi, Fan, Dongming
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
Surface energy partitioning biases in major reanalyses revealed by Soil Moisture drying dynamics
2026
He, Qing, Huang, Xin, Lu, Hui, Yang, Kun, Oki, Taikan
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 , Cation Exchange Capacity, Organic Matter
Terrestrial water storage dynamics and water balance closure in the Wabi-Shebelle basin: A multi-satellite constraint approach (2002-2023)
2026
Koji, Abdisa Kawo, Elemo, Abdulkadir Gemachu, Feto, Jeilan Hussein, Chala, Abebe Adugna
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
Inferential modeling of dry deposition across the Ammonia Monitoring
2026
Baublitz, Colleen B., Walker, John T., Wu, Zhiyong, Bash, Jesse O., Bell, Michael D., Pan, Da
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 , Land Use/Land Cover Classification , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Photosynthetically Active Radiation
Enhanced extremes without intensification of South America's water cycle from 1980 to 2010
2026
Zarei, Mohanna, Destouni, Georgia
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
Streamflow composition in US rivers is shifting toward recent precipitation
2026
Chen, Chuqiang, Husic, Admin
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
Thirty years of decrease in global terrestrial ecosystem respiration due to declining moisture availability
2026
Li, Nan, Du, Zhenggang, Shao, Junjiong, Gao, Yukun, Zhou, Lingyan, Zhou, Guiyao, Ji, Yuhuang, Wen, Xuefa, Chen, Zhi, Zhou, Xuhui, Reich, Peter B.
Discharge, Soil Depth, Biomass, Soil Moisture/Water Content , Albedo , Leaf Characteristics, Photosynthetically Active Radiation , Carbon , Respiration Rate, Atmospheric Water Vapor, Runoff
Transformer-Based Modeling of Global Microwave Land Surface Emissivity
2026
King, Fraser, Ringerud, Sarah
Root Zone Soil Moisture, Surface Soil Moisture, Soil Classification, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation
Quasi-SMAP: A SMAP-referenced long-term daily surface soil moisture record from 1981 to 2022
2026
Wang, Yunjia, Sun, Hao, Gao, Jinhua
Brightness Temperature, Surface Soil Moisture
Regional nudged storylines for the European hot and dry summers 20182022: response of evapotranspiration regimes to climate change
2026
Klimiuk, Tatiana, Sanchez-Benitez, Antonio, Ludwig, Patrick, Pinto, Joaquim G.
Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
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