Machine Learning Based Soil Moisture Retrieval Algorithm and Validation at Selected Agricultural Sites Over India Using Cygnss Data
2021
Tyagi, Shivani, Pandey, Dharmendra Kumar, Putrevu, Deepak, Srivastava, Prashant K., Misra, Arundhati
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Surface Soil Moisture
Information-based uncertainty decomposition in dual-channel microwave remote sensing of soil moisture
2021
Li, Bonan, Good, Stephen P.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Soil Moisture
Influence of ocean salinity stratification on the tropical Atlantic Ocean surface
2021
Gevaudan, Manon, Jouanno, Julien, Durand, Fabien, Morvan, Guillaume, Renault, Lionel, Samson, Guillaume
Salinity
Less atmospheric radiative heating by dust due to the synergy of coarser
2021
Ito, Akinori, Adebiyi, Adeyemi A., Huang, Yue, Kok, Jasper F.
Land Use/Land Cover Classification , Surface Soil Moisture
From calibration to parameter learning: Harnessing the scaling effects of big data in geoscientific modeling
2021
Tsai, Wen-Ping, Feng, Dapeng, Pan, Ming, Beck, Hylke, Lawson, Kathryn, Yang, Yuan, Liu, Jiangtao, Shen, Chaopeng
Evapotranspiration , Latent Heat Flux, Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature , Surface Soil Moisture
First assessment of CyGNSS-incorporated SMAP sea surface salinity retrieval over pan-tropical ocean
2021
Liu, Baojian, Wan, Wei, Guo, Zhizhou, Ji, Rui, Wang, Tsechun, Tang, Guoqiang, Cui, Yaokui, Hong, Yang
Surface Winds , Salinity , Surface Winds , Surface Winds
Evaluation of the Land GNSS-Reflected DDM Coherence on Soil Moisture
2021
Dong, Zhounan, Jin, Shuanggen
Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Surface Soil Moisture
Expanding the application of soil moisture monitoring systems through regression-based transformation
2021
Crow, Wade T., Reichle, Rolf H., Dong, Jianzhi
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
Evaluation of SMAP/Sentinel 1 high-resolution soil moisture data to detect irrigation over agricultural domain
2021
Jalilvand, Ehsan, Abolafia-Rosenzweig, Ronnie, Tajrishy, Masoud, Das, Narendra
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
On the Relationship Between Radar Backscatter and Radiometer Brightness Temperature From SMAP
2021
Zeng, Jiangyuan, Shi, Pengfei, Chen, Kun-Shan, Ma, Hongliang, Bi, Haiyun, Cui, Chenyang
Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content , Surface Soil Moisture
On the runoff validation of 'Global BROOK90'automatic modeling framework
2021
Vorobevskii, Ivan, Kronenberg, Rico, Bernhofer, Christian
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Soil Moisture/Water Content
Observations of Mesoscale Eddies in Satellite SSS and Inferred Eddy Salt
2021
Melnichenko, Oleg, Hacker, Peter, Muller, Vasco
Salinity
Opportunity for GNSS Reflectometry in Sensing the Regional Climate and Soil Moisture Instabilities in Myanmar
2021
Lwin, Aung, Yang, Dongkai, Hong, Xuebao, Zhang, Bo, Zhang, Baoyin, Sara, Cheraghi Shamsabadi
Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Surface Soil Moisture
Potential Satellite Monitoring of Surface Organic Soil Properties in Arctic Tundra from SMAP
2021
Yi, Yonghong, Chen, Richard H., Kimball, John S., Moghaddam, Mahta, Xu, Xiaolan, Euskirchen, Eugenie S., Das, Narendra, Miller, Charles E.
Soil Texture, Active Layer, Cation Exchange Capacity, Soil Moisture/Water Content , Soil Bulk Density, Soil Porosity, Organic Matter, Brightness Temperature
Surface Current Variations and Oceanic Fronts in the Southern East China Sea: Drifter Experiments, Coastal Radar Applications, and Satellite Observations
2021
Hsu, PoChun, Centurioni, Luca, Shao, HuanJie, Zheng, Quanan, Lu, ChingYuan, Hsu, TaiWen, Tseng, RuoShan
Sea Surface Temperature , Salinity
Spatiotemporal Distributions of Ocean Color Elements in Response to
2021
Li, Junyi, Zheng, Quanan, Li, Min, Li, Qiang, Xie, Lingling
Salinity
Soil respiration phenology improves modeled phase of terrestrial net ecosystem exchange in northern hemisphere
2021
Endsley, K. Arthur, Kimball, John S., Reichle, Rolf H.
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile, Surface Soil Moisture
The contributions of gauge-based precipitation and SMAP brightness temperature observations to the skill of the SMAP Level-4 soil moisture product
2021
Reichle, Rolf H., Liu, Qing, Ardizzone, Joseph V., Crow, Wade T., De Lannoy, Gabrielle J. M., Dong, Jianzhi, Kimball, John S., Koster, Randal D.
Soil Temperature, Soil Moisture/Water Content , Surface Soil Moisture, Brightness Temperature
Time-variations of zeroth-order vegetation absorption and scattering at L-band
2021
Baur, Martin J., Jagdhuber, Thomas, Feldman, Andrew F., Chaparro, David, Piles, Maria, Entekhabi, Dara
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Brightness Temperature
Winter surface salinity in the northeastern Gulf of Maine from five years of SMAP satellite data
2021
Grodsky, Semyon A., Vandemark, Douglas, Reul, Nicolas, Feng, Hui, Levin, Julia
Salinity
Using Saildrones to Validate Arctic Sea-Surface Salinity from the SMAP Satellite and from Ocean Models
2021
Vazquez-Cuervo, Jorge, Gentemann, Chelle, Tang, Wenqing, Carroll, Dustin, Zhang, Hong, Menemenlis, Dimitris, Gomez-Valdes, Jose, Bouali, Marouan, Steele, Michael
Salinity
Using SMAP Level-4 soil moisture to constrain MOD16 evapotranspiration over the contiguous USA
2021
Brust, Colin, Kimball, John S., Maneta, Marco P., Jencso, Kelsey, He, Mingzhu, Reichle, Rolf H.
Land Use/Land Cover Classification , Albedo , Anisotropy, Surface Soil Moisture
Global Flash Drought Monitoring Using Surface Soil Moisture
2021
Sehgal, Vinit, Gaur, Nandita, Mohanty, Binayak P.
Brightness Temperature, Soil Moisture/Water Content
Global Soil Water Estimates as Landslide Predictor: The Effectiveness of SMOS, SMAP, and GRACE Observations, Land Surface Simulations, and Data ...
2021
Felsberg, Anne, De Lannoy, Gabrielle J. M., Girotto, Manuela, Poesen, Jean, Reichle, Rolf H., Stanley, Thomas
Surface Soil Moisture
Global Surface Soil Moisture Drydown Patterns
2021
Sehgal, Vinit, Gaur, Nandita, Mohanty, Binayak P.
Brightness Temperature, Soil Moisture/Water Content