Spatiotemporal Soil Moisture Prediction Using a Causal-Guided Deep Learning Model
2025
Wu, Tingtao, Xu, Lei, Pan, Ziwei, Cai, Ruinan, Dai, Jin, Yang, Shuang, Zhang, Xihao, Zhang, Xi, Chen, Nengcheng
Soil Organic Carbon (SOC)
Toward the Exploitation of HydroGNSS Coherent Channel: High Sampling
2025
Peng, Jilun, Cardellach, Estel, Li, Weiqiang, Ribo, Serni, Rius, Antonio
Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity, Wind Direction, Wind Speed , Radar Cross-Section, Radar Reflectivity
Value of microwave soil moisture and thermal-infrared evapotranspiration retrievals for the mapping of irrigation coverage
2025
Crow, Wade T., Anderson, Martha C., Volk, John M., Colliander, Andreas
Brightness Temperature, Surface Soil Moisture
VALIDATION OF NUMERICAL MODEL FOR COASTAL CURRENT FIELD IN THE BAY OF BENGAL
2025
NIIMI, Masaki, NAKAGAWA, Yasuyuki, KOSAKO, Taichi, KUSUHARA, Keisuke, TAMURA, Tamotsu, TAKEYASU, Kimika
Reflectance , Salinity
Two-stage downscaling and correction cascade learning framework for
2025
Li, Jie, Wei, Yingtao, Lin, Liupeng, Yuan, Qiangqiang, Shen, Huanfeng
Brightness Temperature, Surface Soil Moisture, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Albedo , Anisotropy
Vegetation signal crosstalk present in official SMAP surface soil
2025
Crow, Wade T., Feldman, Andrew F.
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture
Understanding flood dynamics in the Indus River Basin: Lessons from the
2025
Aryal, Aashutosh, Kim, Kyung Y., Lakshmi, Venkataraman
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Land Surface Temperature , Emissivity, Surface Soil Moisture, Albedo, Snow Cover
Unprecedented Carbon Accumulation in the Indian Ocean During 2016-2017
2025
Zhang, Lin, Liao, Enhui
Salinity , Ocean Surface Salinity
Widespread sea surface salinification induced by tropical cyclones over the Changjiang River Plume
2025
Guan, Shoude, Huang, Mengya, Lin, I-I, Wu, Hui, Lin, Yaoting, Wu, Ziyi, Zhang, Yihan, Jin, Fei-Fei, Wang, Weili, Hong, Xin, Li, Cheng, Liu, Zhenmin, Lin, Xiaopei, Zhao, Wei, Tian, Jiwei
Salinity
A first evaluation of satellite soil moisture products over the Central-Western Tibetan Plateau using rain gauge observations
2024
Huang, Cheng, Zhao, Long, Chen, Yingying, Chen, Jinyan, Yang, Kun
Brightness Temperature, Surface Soil Moisture
60-m Resolution Soil Moisture Estimation Based on a Multisensor Feedforward Neural Network Model
2024
Portal, Gerard, Vall-Llossera, Merce, Lopez-Martinez, Carlos, Camps, Adriano, Pablos, Miriam, Alonso-Gonzalez, Alberto, Jagdhuber, Thomas, Irawan, Amir Mustofa
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
A Machine Learning-Based High-Resolution Soil Moisture Mapping and SpatialTemporal Analysis: The mlhrsm Package
2024
Peng, Yuliang, Yang, Zhengwei, Zhang, Zhou, Huang, Jingyi
Surface Soil Moisture
A Theory of Maximum Entropy Production and Its Application to Microwave
2024
Wang, J., Cho, K., NegronJuarez, R. I., Colliander, A., Caravasi, E. C., Revilla, N. S.
Reflectance , Soil Moisture/Water Content , Soil Temperature, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Brightness Temperature, Surface Soil Moisture
A novel validation of satellite soil moisture using SM2RAIN-derived rainfall estimates
2024
Do, Son K., Tran, Thanh-Nhan-Duc, Le, Manh-Hung, Bolten, John, Lakshmi, Venkataraman
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation, Soil Classification, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation , Surface Soil Moisture
An evaluation of SMAP soil moisture product using in situ data and Google Earth Engine: A case study from Greece
2024
Detsikas, Spyridon E., Petsini, Triantafyllia, Petropoulos, George P.
Surface Soil Moisture
An improved algorithm for retrieving thin sea ice thickness in the Arctic Ocean from SMOS and SMAP L-band radiometer data
2024
He, Lian, Huang, Senwen, Hui, Fengming, Cheng, Xiao
Brightness Temperature
An Improvement to the Three-Cornered Hat Method: A Case Study in Applying to Soil Moisture Datasets
2024
Chai, Linna, Yang, Shiqi, Zhao, Shaojie
Surface Soil Moisture
A Spatial Downscaling Framework for SMAP Soil Moisture Based on Stacking
2024
Xu, Jiaxin, Su, Qiaomei, Li, Xiaotao, Ma, Jianwei, Song, Wenlong, Zhang, Lei, Su, Xiaoye
Surface Soil Moisture
A Novel Downscaling Approach based on Multi-Frequency Microwave Radiometry toward Finer Scale Global Soil Moisture Mapping
2024
Song, Peilin, Zhao, Tianjie, Shi, Jiancheng, Zhang, Yongqiang, Zheng, Jingyao
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture
A novel land surface temperature reconstruction method and its application for downscaling surface soil moisture with machine learning
2024
Gungor Sahin, Onur, Gunduz, Orhan
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Reflectance , Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content , Root Zone Soil Moisture, Surface Soil Moisture
Assessment of Landscape-Scale Fluxes of Carbon Dioxide and Methane in
2024
Delaria, Erin R., Wolfe, Glenn M., Blanock, Kaitlyn, Hannun, Reem, Thornhill, Kenneth Lee, Newman, Paul A., Lait, Leslie R., Kawa, S. Randy, Alvarez, Jessica, Blum, Spencer, CastanedaMoya, Edward, Holmes, Christopher, Lagomasino, David, Malone, Sparkle, Murphy, Dylan, Overbauer, Steven F., Pruett, Chandler, Serre, Aaron, Starr, Gregory, Szot, Robert, Troxler, Tiffany, Yannick, David, Poulter, Benjamin
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), Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Lidar, Topography , Vegetation Height, Terrestrial Ecosystems , LIDAR WAVEFORM, Biomass, Water Vapor Mixing Ratio Profiles, Atmospheric Ozone, Atmospheric Carbon Dioxide, Atmospheric Carbon Monoxide , Methane, GREENHOUSE GAS FLUX, Brightness Temperature, Surface Soil Moisture
Characterizing the 2019-2021 drought in La Plata River Basin with GLDAS and SMAP
2024
Besnier, Jessica, Getirana, Augusto, Beaudoing, Hiroko, Lakshmi, Venkataraman
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 , Brightness Temperature, Surface Soil Moisture
Characterizing Satellite Soil Moisture Drydown: A Bivariate Filtering
2024
Sinha, Jhilam, Sharma, Ashish, Marshall, Lucy, Kim, Seokhyeon
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture
Characterizing satellite-derived freeze/thaw regimes through spatial and temporal clustering for the identification of growing season constraints on vegetation productivity
2024
Melser, Ramon, Coops, Nicholas C., Derksen, Chris
Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance , Brightness Temperature, Freeze/Thaw , Transition Direction, Soil Organic Carbon (SOC)
Hydrographic climatology of the South Brazil Bight continental shelf and
2024
Sasaki, Dalton Kei, Silva, Danilo, Del Giovannino Junior, Sergio Rafael, Almeida da Silveira, Ilson Carlos, Belo, Wellington Ceccopieri, Martins, Renato Parkinson, Dottori, Marcelo
Salinity