Multi-Scale domain adaptation for high-resolution soil moisture
2025
Zhu, Liujun, Cai, Qi, Jin, Junliang, Yuan, Shanshui, Shen, Xiaoji, Walker, Jeffrey P.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Soil Temperature, Soil Moisture/Water Content
ESA CCI Soil Moisture GAPFILLED: an independent global gap-free
2025
Preimesberger, Wolfgang, Stradiotti, Pietro, Dorigo, Wouter
Soil Temperature, Soil Moisture/Water Content
Accounting for seasonal retrieval errors in the merging of multi-sensor satellite soil moisture products
2025
Stradiotti, Pietro, Gruber, Alexander, Preimesberger, Wolfgang, Dorigo, Wouter
Soil Temperature, Soil Moisture/Water Content
Assessment of Tianmu-1 multi-GNSS-R global soil moisture products
2025
Tu, Jinsheng, He, Xiufeng, Xu, Xueyong, Song, Minfeng, Xu, Xinzhe
Soil Temperature, Soil Moisture/Water Content
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
Derivation of soil hydraulic properties (SHPs) using a Physics-Based
2025
Sahin, Onur Gungor, Gunduz, Orhan
Soil Temperature, Soil Moisture/Water Content
A novel AMSR2 retrieval algorithm for global C-band vegetation optical depth and soil moisture (AMSR2 IB): Parameters' calibration, evaluation and inter-comparison
2024
Wang, Mengjia, Ciais, Philippe, Frappart, Frederic, Tao, Shengli, Fan, Lei, Sun, Rui, Li, Xiaojun, Liu, Xiangzhuo, Wang, Huan, Wigneron, Jean-Pierre
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Soil Temperature, Soil Moisture/Water Content , Land Use/Land Cover Classification , Photosynthetically Active Radiation , Leaf Area Index (LAI) , Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Water Content, Skin Temperature
Estimating the uncertainties of satellite derived soil moisture at global scale
2024
Gibon, Francois, Mialon, Arnaud, Richaume, Philippe, Rodriguez-Fernandez, Nemesio, Aberer, Daniel, Boresch, Alexander, Crapolicchio, Raffaele, Dorigo, Wouter, Gruber, Alexander, Himmelbauer, Irene, Preimesberger, Wolfgang, Sabia, Roberto, Stradiotti, Pietro, Tercjak, Monika, Kerr, Yann H.
Soil Temperature, Soil Moisture/Water Content
Absolute Calibration of a UAV-Mounted Ultra-Wideband Software-Defined
2024
Melebari, Asem, Nergis, Piril, Eskandari, Sepehr, Ramos Costa, Pedro, Moghaddam, Mahta
Soil Temperature, Soil Moisture/Water Content
Comprehensive Analysis of CYGNSS GNSS-R data for Enhanced Soil Moisture Retrieval
2024
Setti, Paulo, Tabibi, Sajad
Soil Temperature, Soil Moisture/Water Content , Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Radar Cross-Section, Radar Reflectivity
ASCAT2SMAP: Image-to-Image Translation to Obtain L-Band-Like Soil
2024
Lee, Jaese, Jung, Sihun, Im, Jungho
Soil Temperature, Soil Moisture/Water Content
The ABoVE L-band and P-band airborne synthetic aperture radar surveys
2024
Miller, Charles E., Griffith, Peter C., Hoy, Elizabeth, Pinto, Naiara S., Lou, Yunling, Hensley, Scott, Chapman, Bruce D., Baltzer, Jennifer, Bakian-Dogaheh, Kazem, Bolton, W. Robert, Bourgeau-Chavez, Laura, Chen, Richard H., Choe, Byung-Hun, Clayton, Leah K., Douglas, Thomas A., French, Nancy, Holloway, Jean E., Hong, Gang, Huang, Lingcao, Iwahana, Go, Jenkins, Liza, Kimball, John S., Loboda, Tatiana, Mack, Michelle, Marsh, Philip, Michaelides, Roger J., Moghaddam, Mahta, Parsekian, Andrew, Schaefer, Kevin, Siqueira, Paul R., Singh, Debjani, Tabatabaeenejad, Alireza, Turetsky, Merritt, Touzi, Ridha, Wig, Elizabeth, Wilson, Cathy J., Wilson, Paul, Wullschleger, Stan D., Yi, Yonghong, Zebker, Howard A., Zhang, Yu, Zhao, Yuhuan, Goetz, Scott J.
Burned Area, Vegetation Species, Forests, Fire Occurrence, Soil Classification, Tree Rings, Soil Depth, Carbon , Topographic Effects, Terrain Elevation , Dew Point Temperature, Alpine/Tundra, Humidity , Active Layer, Soil Moisture/Water Content , Wind Speed , Wildfires , Vegetation Cover, Soil Temperature, Wind Direction, Land Use/Land Cover Classification , Dominant Species, Sensor Counts, Litter Characteristics, Organic Matter, Surface Roughness, Forest Fire Science, Biomass, Emissions, Lakes/Reservoirs , Rivers/Streams , Radar Backscatter, RADAR IMAGERY, Soil Texture, Cation Exchange Capacity, Soil Bulk Density, Soil Porosity, Permafrost , Aerosol Particle Properties, Atmospheric Carbon Dioxide, Trace Gases/Trace Species , Flight Data Logs, SIGMA NAUGHT, VISIBLE IMAGERY, Rivers/Stream, Infrared Imagery, Lake/Pond, Surface Water Features
ABoVE: Characterization of Carbon Dynamics in Burned Forest Plots, NWT, Canada, 2014 Burned and Unburned Field Site Data, Noatak, Seward, and North Slope, AK, 2016-2018 ABoVE: Ecosystem Map, Great Slave Lake Area, Northwest Territories, Canada, 1997-2011 ABoVE LVIS L1B Geolocated Return Energy Waveforms V001 ABoVE: Burn Severity of Soil Organic Matter, Northwest Territories, Canada, 2014-2015 ABoVE: Active Layer and Soil Moisture Properties from AirMOSS P-band SAR in Alaska ABoVE: Wildfire Carbon Emissions and Burned Plot Characteristics, NWT, CA, 2014-2016 ABoVE: AirSWOT Radar, Orthomosaic, and Water Masks, Yukon Flats Basin, Alaska, 2015 ABoVE: Soil Moisture and Active Layer Thickness in Alaska and NWT, Canada, 2008-2020 ABoVE: Active Layer Soil Characterization of Permafrost Sites, Northern Alaska, 2018 AirMOSS: L2/3 Volumetric Soil Moisture Profiles Derived From Radar, 2012-2015 ABoVE: Post-Fire and Unburned Vegetation Community and Field Data, NWT, Canada, 2018 ABoVE: Directory of Field Sites Associated with 2017 ABoVE Airborne Campaign Summary of the ABoVE L-band and P-band Airborne SAR Surveys, 2012-2022 ABoVE LVIS L2 Geolocated Surface Elevation Product V001 AirMOSS: L1 S-0 Polarimetric Data from AirMOSS P-band SAR, BERMS, Canada, 2012-2015 ABoVE: AirSWOT Water Masks from Color-Infrared Imagery over Alaska and Canada, 2017
Soil moisture profile estimation by combining P-band SAR polarimetry with hydrological and multi-layer scattering models
2024
Fluhrer, Anke, Jagdhuber, Thomas, Montzka, Carsten, Schumacher, Maike, Alemohammad, Hamed, Tabatabaeenejad, Alireza, Kunstmann, Harald, Entekhabi, Dara
Soil Moisture/Water Content , Soil Moisture/Water Content , Soil Moisture
Wealth Over Woe: Global Biases in Hydro-Hazard Research
2024
Stein, Lina, Mukkavilli, S. Karthik, Pfitzmann, Birgit M., Staar, Peter W. J., Ozturk, Ugur, Berrospi, Cesar, Brunschwiler, Thomas, Wagener, Thorsten
Droughts , Earthquakes , Floods , Landslides , Cyclones, Volcanic Eruptions, Soil Temperature, Soil Moisture/Water Content
Estimating Soil Moisture Profiles by Combining P-Band SAR with Hydrological Modeling
2023
Fluhrer, Anke, Jagdhuber, Thomas, Montzka, Carsten, Schumacher, Maike, Alemohammad, Hamed, Tabatabaeenejad, Alireza, Kunstmann, Harald, Entekhabi, Dara
Soil Moisture/Water Content , Soil Moisture/Water Content , Soil Moisture
Using Lidar Digital Elevation Models for Reflectometry Land Applications
2023
Hodges, Erik, Campbell, James D., Melebari, Amer, Bringer, Alexandra, Johnson, Joel T., Moghaddam, Mahta
Soil Temperature, Soil Moisture/Water Content , Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Normalized Difference Vegetation Index (NDVI) , Soil Classification, Soil Texture, Surface Roughness
Uncertainty estimation for a new exponential-filter-based long-term root-zone soil moisture dataset from Copernicus Climate Change Service (C3S) surface ...
2023
Pasik, Adam, Gruber, Alexander, Preimesberger, Wolfgang, De Santis, Domenico, Dorigo, Wouter
Soil Temperature, Soil Moisture/Water Content
Intercomparison of electromagnetic scattering models for delay-Doppler maps along a CYGNSS land track with topography
2022
Campbell, James D., Akbar, Ruzbeh, Bringer, Alexandra, Comite, Davide, Dente, Laura, Gleason, Scott T., Guerriero, Leila, Hodges, Erik, Johnson, Joel T., Kim, Seung-Bum, Melebari, Amer, Pierdicca, Nazzareno, Ruf, Christopher S., Tsang, Leung, Wang, Tianlin, Xu, Haokui, Zhu, Jiyue, Moghaddam, Mahta
Soil Temperature, Soil Moisture/Water Content , SIGMA NAUGHT, Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Normalized Difference Vegetation Index (NDVI) , Soil Classification, Soil Texture, Surface Roughness, Radar Cross-Section, Radar Reflectivity, Flight Data Logs, Radar Cross-Section, Radar Reflectivity
Factors Controlling a Synthetic Aperture Radar (SAR) Derived Root-Zone Soil Moisture Product over The Seward Peninsula of Alaska
2022
Dann, Julian, Bennett, Katrina E., Bolton, W. Robert, Wilson, Cathy J.
Soil Moisture/Water Content , Surface Roughness, Soil Depth, Active Layer
A multiscale deep learning model for soil moisture integrating satellite and insitu data
2022
Liu, Jiangtao, Rahmani, Farshid, Lawson, Kathryn, Shen, Chaopeng
Soil Moisture/Water Content , Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain, Land Surface Temperature
Remote Sensing of Complex Permittivity and Penetration Depth of Soils
2022
Fluhrer, Anke, Jagdhuber, Thomas, Tabatabaeenejad, Alireza, Alemohammad, Hamed, Montzka, Carsten, Friedl, Peter, Forootan, Ehsan, Kunstmann, Harald
Soil Temperature, Soil Moisture/Water Content
Global soil moisture data derived through machine learning trained with in-situ measurements
2021
O., Sungmin, Orth, Rene
Soil Temperature, Soil Moisture/Water Content
L-Band Soil Moisture Retrievals Using Microwave Based Temperature and
2021
van der Schalie, Robin, van der Vliet, Mendy, Rodriguez-Fernandez, Nemesio, Dorigo, Wouter, Scanlon, Tracy, Preimesberger, Wolfgang, Madelon, Remi, de Jeu, Richard
Soil Temperature, Soil Moisture/Water Content
Complex Permittivity and Penetration Depth Estimation from Airborne P-Band SAR Data Applying a Hybrid Decomposition Method
2021
Fluhrer, Anke, Jagdhuher, Thomas, Tabatabaeenejad, Alireza, Alemohammad, Hamed, Montzka, Carsten, Schumacher, Maike, Kunstmann, Harald
Soil Temperature, Soil Moisture/Water Content
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
The International Soil Moisture Network: Serving Earth system science for over a decade
2021
Dorigo, Wouter, Himmelbauer, Irene, Aberer, Daniel, Schremmer, Lukas, Petrakovic, Ivana, Zappa, Luca, Preimesberger, Wolfgang, Xaver, Angelika, Annor, Frank, Ardo, Jonas, Baldocchi, Dennis, Bitelli, Marco, Bloschl, Gunter, Bogena, Heye, Brocca, Luca, Calvet, Jean-Christophe, Camarero, J. Julio, Capello, Giorgio, Choi, Minha, Cosh, Michael C., van de Giesen, Nick, Hajdu, Istvan, Ikonen, Jaakko, Jensen, Karsten H., Kanniah, Kasturi Devi, de Kat, Ileen, Kirchengast, Gottfried, Kumar Rai, Pankaj, Kyrouac, Jenni, Larson, Kristine, Liu, Suxia, Loew, Alexander, Moghaddam, Mahta, Martinez Fernandez, Jose, Mattar Bader, Cristian, Morbidelli, Renato, Musial, Jan P., Osenga, Elise, Palecki, Michael A., Pellarin, Thierry, Petropoulos, George P., Pfeil, Isabella, Powers, Jarrett, Robock, Alan, Rudiger, Christoph, Rummel, Udo, Strobel, Michael, Su, Zhongbo, Sullivan, Ryan, Tagesson, Torbern, Varlagin, Andrej, Vreugdenhil, Mariette, Walker, Jeffrey, Wen, Jun, Wenger, Fred, Wigneron, Jean Pierre, Woods, Mel, Yang, Kun, Zeng, Yijian, Zhang, Xiang, Zreda, Marek, Dietrich, Stephan, Gruber, Alexander, van Oevelen, Peter, Wagner, Wolfgang, Scipal, Klaus, Drusch, Matthias, Sabia, Roberto
Soil Temperature, Soil Moisture/Water Content
Root Zone Soil Moisture Comparisons: AirMOSS, SMERGE, and SMAP
2021
Tobin, Kenneth J., Crow, Wade T., Bennett, Marvin E.
Soil Moisture/Water Content , Root Zone Soil Moisture, Soil Moisture/Water Content , Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff
SOIL-WATERGRIDS, mapping dynamic changes in soil moisture and depth of water table from 1970 to 2014
2021
Guglielmo, Magda, Tang, Fiona H. M., Pasut, Chiara, Maggi, Federico
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 , Land Use/Land Cover Classification , Vegetation Cover, Cropland, Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM) , Soil Depth, Sediments
Assessment and validation of AirMOSS P-band root-zone soil moisture products
2020
Tabatabaeenejad, Alireza, Chen, Richard H., Burgin, Mariko S., Duan, Xueyang, Cuenca, Richard H., Cosh, Michael H., Scott, Russell L., Moghaddam, Mahta
Soil Moisture/Water Content , Soil Moisture/Water Content , Soil Moisture
The sensitivity of North American terrestrial carbon fluxes to spatial and temporal variation in soil moisture: An analysis using radarderived estimates of rootzone soil ...
2019
Zhang, Ke, Ali, Ashehad, Antonarakis, Alexander, Moghaddam, Mahta, Saatchi, Sassan, Tabatabaeenejad, Alireza, Chen, Richard, Jaruwatanadilok, Sermsak, Cuenca, Richard, Crow, Wade T., Moorcroft, Paul
Soil Moisture/Water Content , Terrestrial Ecosystems , Primary Production, Carbon , Carbon , Biogeochemical Cycles
Soil and Vegetation Scattering Contributions in L-Band and P-Band Polarimetric SAR Observations
2019
Alemohammad, S. Hamed, Jagdhuber, Thomas, Moghaddam, Mahta, Entekhabi, Dara
SIGMA NAUGHT
Six years of ecosystem-atmosphere greenhouse gas fluxes measured in a sub-boreal forest
2019
Richardson, Andrew D., Hollinger, David Y., Shoemaker, Julie K., Hughes, Holly, Savage, Kathleen, Davidson, Eric A.
Biomass, Forest Composition/Vegetation Structure, SIGMA NAUGHT
Version 4 of the SMAP Level-4 Soil Moisture Algorithm and Data Product
2019
Reichle, Rolf H., Liu, Qing, Koster, Randal D., Crow, Wade T., De Lannoy, Gabrielle J. M., Kimball, John S., Ardizzone, Joseph V., Bosch, David, Colliander, Andreas, Cosh, Michael, Kolassa, Jana, Mahanama, Sarith P., Prueger, John, Starks, Patrick, Walker, Jeffrey P.
Soil Temperature, 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
Global downscaling of remotely sensed soil moisture using neural networks
2018
Alemohammad, Seyed Hamed, Kolassa, Jana, Prigent, Catherine, Aires, Filipe, Gentine, Pierre
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Soil Temperature, Soil Moisture/Water Content
Spatial and Temporal Variability of Root-Zone Soil Moisture Acquired From Hydrologic Modeling and AirMOSS P-Band Radar
2018
Crow, Wade T., Milak, Sushil, Moghaddam, Mahta, Tabatabaeenejad, Alireza, Jaruwatanadilok, Sermsak, Yu, Xuan, Shi, Yuning, Reichle, Rolf H., Hagimoto, Yutaka, Cuenca, Richard H.
Soil Moisture/Water Content , Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain, Land Surface Temperature
A method for upscaling in situ soil moisture measurements to satellite footprint scale using random forests
2017
Clewley, Daniel, Whitcomb, Jane B., Akbar, Ruzbeh, Silva, Agnelo R., Berg, Aaron, Adams, Justin R., Caldwell, Todd, Entekhabi, Dara, Moghaddam, Mahta
RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , SIGMA NAUGHT, Soil Temperature, Soil Moisture/Water Content
Advancing NASA's AirMOSS P-band radar root zone soil moisture retrieval algorithm via incorporation of Richards' equation
2016
Sadeghi, Morteza, Tabatabaeenejad, Alireza, Tuller, Markus, Moghaddam, Mahta, Jones, Scott
SIGMA NAUGHT