Satellite-Based Fraction of Available Water Reveals Soil Moisture Deficits Preceding Major Wildfires
2026
Goffin, Benjamin D., Fernandez, Alfonso, Etchanchu, Jordi, Fang, Bin, Lakshmi, Venkataraman
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, SIGMA NAUGHT
Regional patterns of parameter sensitivity in the plant hydraulics
2026
Chen, Weijing, Hou, Jinliang
Brightness Temperature
RegreSSM: A novel software tool for downscaling the SMAP L3 soil
2026
Petropoulos, George P., Detsikas, Spyridon E., Anagnostopoulos, Vasileios, Lekka, Christina
Surface Soil Moisture, Brightness Temperature
Spatio-temporal HYDRUS-1D soil water balance simulations as support for precision irrigation in North-Eastern Germany
2026
Wenzel, Jan Lukas, Conrad, Christopher, Mahmood, Talha, Kunz, Matthias, Volk, Martin, Pohlitz, Julia
Surface Soil Moisture
Synergistic impact of simultaneously assimilating radar-and radiometer-based soil moisture retrievals on the performance of numerical weather prediction systems
2026
Kwon, Yonghwan, Jun, Sanghee, Kim, Hyunglok, Seol, Kyung-Hee, Kwon, In-Hyuk, Kim, Eunkyu, Cho, Sujeong
Brightness Temperature, Surface Soil Moisture
Surface Water Mapping and Flood Dynamics Monitoring Using CYGNSS and Deep Learning
2026
Perez, Roman Alarcia, Jr, Paulo T. Setti, Tabibi, Sajad
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture
Spatiotemporal evaluation of downscaled and native high-resolution satellite soil moisture products
2026
Stradiotti, Pietro, Preimesberger, Wolfgang, Piles, Maria, Fan, Dong, Raml, Bernhard, Peng, Jian, Dorigo, Wouter
Surface Soil Moisture
Transferring soil moisture estimation skills to evapotranspiration and
2026
Feng, Huihui, Zhou, Jianhong, Wu, Zhiyong, Dong, Jianzhi, Zhao, Long, Brocca, Luca, He, Hai
Carbon , Cation Exchange Capacity, Organic Matter, Surface Soil Moisture
Validation of high-resolution surface soil moisture time series retrieved by means of SAR interferometry
2026
De Zan, Francesco, Filippucci, Paolo, Brocca, Luca
Surface Soil Moisture
Vegetation type, landscape and climate define vegetation water content: implications for sustainable management at Southern Patagonia
2026
Jia, Long, Souilla, Julian Rodriguez, Lencinas, Maria Vanessa, Peri, Pablo Luis, Li, Xinwu, Wu, Wenjin, Martinez Pastur, Guillermo J
Brightness Temperature, Surface Soil Moisture
Tracking water dynamics of a temperate forest under drought and nondrought conditions using active and passive microwave and optical remote sensing
2026
Hellwig, Florian M., Fluhrer, Anke, Dubois, Clemence, Schellenberg, Konstantin, Chaparro, David, Zehner, Markus, Klosterhalfen, Anne, Piles, Maria, Schmullius, Christiane, Kunstmann, Harald, Jagdhuber, Thomas
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance , Snow Grain Size, Snow Cover , Surface Soil Moisture
What is the uncertainty of the uncertainty and (why) does it matter? improving the uncertainty estimates of merged multi-satellite soil moisture data sets
2026
Formanek, Maud, Gruber, Alexander, Stradiotti, Pietro, Dorigo, Wouter
Brightness Temperature
Wind-Driven Regime of GNSS-R Signatures in Northern Lakes for Lake Ice Detection
2026
Guo, Zhizhou, Wan, Wei, Liu, Baojian, Wan, Xianci, Zhang, Jie, Hu, Xiuqing, Li, Huan
Surface Soil Moisture, Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Normalized Difference Vegetation Index (NDVI) , Soil Classification, Soil Texture, Surface Roughness
Widespread peat carbon losses driven by the 2025 Scottish megafire
2026
Schoenecker, Johanna, Baur, Martin J., Kohli, Juliana, Baker, Sarah, Jones, Matthew, Veraverbeke, Sander, Konings, Alexandra G., Pellegrini, Adam F. A.
Brightness Temperature, Surface Soil Moisture
A global 400-m high-resolution soil moisture dataset derived from multi-sensor remote sensing observations
2025
Fang, Bin, Lakshmi, Venkataraman, Hain, Christopher, Mishra, Vikalp
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 Soil Moisture, Brightness Temperature
A 1 km soil moisture data over eastern CONUS generated through assimilating SMAP data into the Noah-MP land surface model
2025
Tai, Sheng-Lun, Yang, Zhao, Gaudet, Brian, Sakaguchi, Koichi, Berg, Larry, Kaul, Colleen, Qian, Yun, Liu, Ye, Fast, Jerome
Brightness Temperature, Surface Soil Moisture
A 3 h, 1 km surface soil moisture dataset for the contiguous United States from 2015 to 2023
2025
Yang, Haoxuan, Yang, Jia, Ochsner, Tyson E., Krueger, Erik S., Xu, Mengyuan, Zou, Chris B.
Surface Soil Moisture
A Hybrid Approach for Soil Moisture Upscaling Based on Dense Monitoring With Consideration of Heterogeneity
2025
Guo, Shitong, Guo, Ge, He, Xiurong, Liu, Shaomin, Chai, Linna, Zhao, Tianjie, Zhu, Zhongli, Xu, Ziwei
Brightness Temperature, Surface Soil Moisture
A Modified Hierarchical Vision Transformer for Soil Moisture Retrieval
2025
Yan, Qingyun, Chen, Yuhan, Pan, Yuanjin, Jin, Shuanggen, Huang, Weimin
Brightness Temperature, Surface Soil Moisture
A Multimodal Deep Learning Approach for Soil Moisture Downscaling Using Remote Sensing and Weather Data
2025
Xu, Yijia, Cai, Shuohao, Huang, Jingyi, Liu, Jiangui, Shang, Jiali, Yang, Zhengwei, Zhang, Zhou
Land Surface Temperature , Emissivity, Surface Soil Moisture
Advantage of Diurnal Amplitude Variation (DAV) of Brightness Temperature
2025
Hu, Yin, Lv, Shaoning, Guo, Yuanyuan, Bai, Haihua, Dorjsuren, Altanchimeg, Zhang, Yijun, Wen, Jun
Brightness Temperature, Freeze/Thaw , Transition Direction
Analysis of hydrological time-lag effects using multiple GNSS techniques: GNSS-R-retrieved soil moisture, GNSS-derived coordinates, and GNSS-based water vapor ...
2025
Yong, Weiao, Wang, Xiaolei, Tu, Jinsheng, Gao, Ying
Brightness Temperature, Surface Soil Moisture
Analytical Assessment of GNSS-R Delay Doppler Map Sensitivity to Land Surface Variables Using a Physics-Based Model
2025
Melebari, Amer, Campbell, James D., Hodges, Erik, Moghaddam, Mahta
Soil Temperature, Soil Moisture/Water Content , Radar Cross-Section, Radar Reflectivity, Brightness Temperature, Surface Soil Moisture
An approach for good modeling and forecasting of sea surface salinity in
2025
Ajibola-James, Opeyemi, Okeke, Francis I.
Surface Winds , Salinity , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
An Algorithm for Downscaling SMAP Soil Moisture to 3 km Using CYGNSS Observations
2025
Zhu, Yifan, Guo, Fei, Yang, Wentao, Zhang, Zhiyu, Li, Zheng, Wu, Ziheng, Zhang, Xiaohong
Brightness Temperature, Surface Soil Moisture, Soil Moisture/Water Content