Gap filling of highresolution soil moisture for SMAP/sentinel1: a twolayer machine learningbased framework
2019
Mao, Hanzi, Kathuria, Dhruva, Duffield, Nick, Mohanty, Binayak P.
Soil Moisture/Water Content , RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Brightness Temperature, SIGMA NAUGHT, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Global Assessment of the SMAP Freeze/Thaw Data Record and Regional
2019
Kim, Youngwook, Kimball, John S., Xu, Xiaolan, Dunbar, R. Scott, Colliander, Andreas, Derksen, Chris
Transition Direction, Brightness Temperature, Soil Moisture/Water Content , Reflectance , Total Surface Water , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Soil Organic Carbon (SOC), Freeze/Thaw
Estimation of active-passive microwave covariation using SMAP and Sentinel-1 data
2019
Jagdhuber, Thomas, Baur, Martin, Akbar, Ruzbeh, Das, Narendra N., Link, Moritz, He, Lian, Entekhabi, Dara
Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
Estimation of relative canopy absorption and scattering at L-, C-and X-bands
2019
Baur, Martin J., Jagdhuber, Thomas, Feldman, Andrew F., Akbar, Ruzbeh, Entekhabi, Dara
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Brightness Temperature
Estimating live fuel moisture using SMAP l-band radiometer soil moisture for Southern California, USA
2019
Jia, Shenyue, Kim, Seung Hee, Nghiem, Son V., Kafatos, Menas
Reflectance , Anisotropy, Brightness Temperature, Soil Moisture/Water Content
A physically constrained inversion for high-resolution passive microwave retrieval of soil moisture and vegetation water content in L-band
2019
Ebtehaj, Ardeshir, Bras, Rafael L.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Soil Moisture/Water Content
Characteristics of radio frequency interference in the protected portion of L-band
2019
Aksoy, Mustafa, Rajabi, Hamid
Sensor Counts, Brightness Temperature
Linking Remote Sensing and Geodiversity and Their Traits Relevant to
2019
Lausch, Angela, Baade, Jussi, Bannehr, Lutz, Borg, Erik, Bumberger, Jan, Chabrilliat, Sabine, Dietrich, Peter, Gerighausen, Heike, Glasser, Cornelia, Hacker, Jorg, Haase, Dagmar, Jagdhuber, Thomas, Jany, Sven, Jung, Andras, Karnieli, Arnon, Kraemer, Roland, Makki, Mohsen, Mielke, Christian, Moller, Markus, Mollenhauer, Hannes, Montzka, Carsten, Pause, Marion, Rogass, Christian, Rozenstein, Offer, Schmullius, Christiane, Schrodt, Franziska, Schron, Martin, Schulz, Karsten, Schutze, Claudia, Schweitzer, Christian, Selsam, Peter, Skidmore, Andrew, Spengler, Daniel, Thiel, Christian, Truckenbrodt, Sina, Vohland, Michael, Wagner, Robert, Weber, Ute, Werban, Ulrike, Wollschlager, Ute, Zacharias, Steffen, Schaepman, Michael
Soil Depth, Soil Horizons/Profile, Soil Water Holding Capacity , Soil Texture, Soil Classification, Soil Moisture/Water Content
Investigating the relationship between satellite-based freeze/thaw products and land surface temperature
2019
Johnston, Jeremy, Maggioni, Viviana, Houser, Paul
Emissivity, Land Surface Temperature , Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Heat Flux, Evapotranspiration , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Snow Water Equivalent , Runoff , Freeze/Thaw , Transition Direction
An assessment of the differences between spatial resolution and grid size for the SMAP enhanced soil moisture product over homogeneous sites
2018
Colliander, A., Jackson, T.J., Chan, S.K., O'Neill, P., Bindlish, R., Cosh, M.H., Caldwell, T., Walker, J.P., Berg, A., McNairn, H., Thibeault, M., Martinez-Fernandez, J., Jensen, K.H., Asanuma, J., Seyfried, M.S., Bosch, D.D., Starks, P.J., Holifield Collins, C., Prueger, J.H., Su, Z., Lopez-Baeza, E., Yueh, S.H.
Brightness Temperature, Soil Moisture/Water Content
A First-Order Radiative Transfer Model for Global Soil Moisture Retrievals Under Vegetation Canopies
2018
Feldman, Andrew, Akbar, Ruzbeh, Entekhabi, Dara
Brightness Temperature
Improved hydrological simulation using SMAP data: Relative impacts of model calibration and data assimilation
2018
Koster, Randal D., Liu, Qing, Mahanama, Sarith P. P., Reichle, Rolf H.
Brightness Temperature, Soil Moisture/Water Content
High resolution soil moisture product based on Smap active-passive approach using Copernicus sentinel 1 data
2018
Das, Narendra N., Entekhabi, Dara, Kim, Seungbum, Jagdhuber, Thomas, Dunbar, Scott, Yuehl, Simon, Oneill, P. E., Colliander, Andreas, Walker, Jeffery, Jackson, Thomas J.
Soil Moisture/Water Content
High-resolution enhanced product based on smap active-passive approach using sentinel 1A and 1B SAR data
2018
Das, N. N., Entekhabi, D., Kim, S., Jagdhuber, T., Dunbar, S., Yueh, S., ONeill, P. E., Colliander, A., Walker, J., Jackson, T. J.
Soil Moisture/Water Content
Parameterization of the freeze/thaw discriminant function algorithm using dense in-situ observation network data
2018
Wang, Pingkai, Zhao, Tianjie, Shi, Jiancheng, Hu, Tongxi, Roy, Alexandre, Qiu, Yubao, Lu, Hui
Transition Direction
Smap Microwave Radiometer: Instrument Status and Calibration for the First Three Years of Operation
2018
Piepmeier, Jeffrey R., Peng, Jinzheng, Misra, Sidharth, Dinnat, Emmanuel P., Yueh, Simon H., Meissner, Thomas, Vine, David M. Le, Shelton, Kacie E., Freedman, Adam P., Dunbar, R. Scott, Chan, Steven K., Chaubell, Julian, Bindlish, Rajat, De Amici, Giovanni, Mohammed, Priscilla N., Hong, Liang
Brightness Temperature
The Salinity Retrieval Algorithms for the NASA Aquarius Version 5 and
2018
Meissner, Thomas, Wentz, Frank J., Le Vine, David M.
Brightness Temperature
Physics-based modeling of active-passive microwave covariations for geophysical retrievals
2018
Jagdhuber, T, Entekhabi, D., Das, NN., Link, M., Baur, M., Akbar, R., Montzka, C., Kim, S., Yueh, S., Baris, I.
Soil Moisture/Water Content
Estimating surface soil moisture from SMAP observations using a Neural Network technique
2018
Kolassa, J., Reichle, R.H., Liu, Q., Alemohammad, S.H., Gentine, P., Aida, K., Asanuma, J., Bircher, S., Caldwell, T., Colliander, A., Cosh, M., Holifield Collins, C., Jackson, T.J., Martinez-Fernandez, J., McNairn, H., Pacheco, A., Thibeault, M., Walker, J.P.
Soil Temperature, Soil Moisture/Water Content , Brightness Temperature
Estimating time-dependent vegetation biases in the SMAP soil moisture product
2018
Zwieback, Simon, Colliander, Andreas, Cosh, Michael H., Martinez-Fernandez, Jose, McNairn, Heather, Starks, Patrick J., Thibeault, Marc, Berg, Aaron
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) , Surface Pressure, Heat Flux, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Estimating Soil Evaporation Using Drying Rates Determined from
2018
Small, Eric E., Badger, Andrew M., Abolafia-Rosenzweig, Ronnie, Livneh, Ben
Soil Moisture/Water Content , Soil Temperature, Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature , Brightness Temperature
Analysis of the Radar Vegetation Index and Potential Improvements
2018
Szigarski, Christoph, Jagdhuber, Thomas, Baur, Martin, Thiel, Christian, Parrens, Marie, Wigneron, Jean-Pierre, Piles, Maria, Entekhabi, Dara
Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
An initial assessment of a SMAP soil moisture disaggregation scheme using TIR surface evaporation data over the continental United States
2018
Mishra, Vikalp, Ellenburg, W. Lee, Griffin, Robert E., Mecikalski, John R., Cruise, James F., Hain, Christopher R., Anderson, Martha C.
Soil Moisture/Water Content , Soil Temperature
Characterization of higher-order scattering from vegetation with SMAP measurements
2018
Feldman, Andrew F., Akbar, Ruzbeh, Entekhabi, Dara
Soil Moisture/Water Content , Soil Temperature, Brightness Temperature
Moisture pulse-reserve in the soil-plant continuum observed across biomes
2018
Feldman, Andrew F., Short Gianotti, Daniel J., Konings, Alexandra G., McColl, Kaighin A., Akbar, Ruzbeh, Salvucci, Guido D., Entekhabi, Dara
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Brightness Temperature, Soil Moisture/Water Content