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
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
The development of a global LAI and FAPAR product using GCOM-C/SGLI data
2023
Kobayashi, Toshiyuki, Kobayashi, Hideki, Yang, Wei, Murakami, Hiroshi, Honda, Yoshiaki, Nishida Nasahara, Kenlo
Leaf Area Index (LAI) , Canopy Characteristics, Vegetation Index
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
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
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
Fusion of Multiple Gridded Biomass Datasets for Generating a Global
2020
Zhang, Yuzhen, Liang, Shunlin
Biomass, Canopy Characteristics, Vegetation Cover, Biomass Dynamics, Carbon , Forests, Forest Yields, Nitrogen, Nitrogen, Carbon , Soil Depth, Soil Bulk Density, Leaf Characteristics, Soil Chemistry, Forest Composition/Vegetation Structure
CMS: LiDAR-derived Aboveground Biomass, Canopy Height and Cover for Maryland, 2011 CMS: Aboveground Biomass for Mangrove Forest, Zambezi River Delta, Mozambique NACP LiDAR-based Biomass Estimates, Boreal Forest Biome, North America, 2005-2006 CMS: LiDAR-derived Biomass, Canopy Height and Cover, Sonoma County, California, 2013 CMS: Aboveground Biomass from Penobscot Experimental Forest, Maine, 2012 NACP Aboveground Biomass and Carbon Baseline Data, V.2 (NBCD 2000), U.S.A., 2000 Forest Structure and Biomass Data, La Selva, Costa Rica: 2006 Global 1-degree Maps of Forest Area, Carbon Stocks, and Biomass, 1950-2010 CMS: LiDAR-derived Estimates of Aboveground Biomass at Four Forested Sites, USA NACP TERRA-PNW: Forest Plant Traits, NPP, Biomass, and Soil Properties, 1999-2014 LiDAR-based Biomass Estimates, Boreal Forest Biome, Eurasia, 2005-2006
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
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
A combined GLAS and MODIS estimation of the global distribution of mean forest canopy height
2016
Wang, Yuanyuan, Li, Guicai, Ding, Jianhua, Guo, Zhaodi, Tang, Shihao, Wang, Cheng, Huang, Qingni, Liu, Ronggao, Chen, Jing M.
Vegetation Index , Evergreen Vegetation, Dominant Species, Deciduous Vegetation, Carbon , Biomass, Forests, Ecosystem Functions, Precipitation Amount, Cloud Frequency, Evaporation, Air Temperature, Solar Radiation , Longwave Radiation, Forest Management, Vegetation Species, Land Management , Soil Moisture/Water Content , Soil Texture, Terrain Elevation , Plant Characteristics, Forest Composition/Vegetation Structure, Crown, Canopy Characteristics, Litter Characteristics, Community Structure, Evapotranspiration , Primary Production, Respiration Rate, Leaf Area Index (LAI) , Vegetation Cover
Implementation of data citations and persistent identifiers at the ORNL DAAC
2016
Cook, Robert B., Vannan, Suresh K.S., McMurry, Benjamin F., Wright, Daine M., Wei, Y., Boyer, Alison G., Kidder, J.H.
Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile, Nitrogen Compounds, Nitrogen Oxides , Forests, Biomass, Discharge, Soil Depth, Albedo , Leaf Characteristics, Photosynthetically Active Radiation , Carbon , Respiration Rate, Atmospheric Water Vapor, Runoff , Ecosystem Functions, Agricultural Lands, Atmospheric Carbon Dioxide, Longwave Radiation, Shortwave Radiation, Air Temperature, Precipitation Amount, Land Use/Land Cover Classification , Surface Winds , Humidity , Solar Radiation , Net Radiation, Surface Pressure, Snow Depth , Land Surface Temperature , Radiative Flux, Water Vapor, Soil Temperature, Heat Flux, Wetlands , Inundation
Global Gridded Surfaces of Selected Soil Characteristics (IGBP-DIS) Global Maps of Atmospheric Nitrogen Deposition, 1860, 1993, and 2050 Forest Structure and Biomass Data, La Selva, Costa Rica: 2006 NACP MsTMIP: Global 0.5-degree Model Outputs in Standard Format, Version 1.0 NACP Regional: National Greenhouse Gas Inventories and Aggregated Gridded Model Data NACP MsTMIP: Global and North American Driver Data for Multi-Model Intercomparison BOREAS Derived Surface Meteorological Data FLUXNET Marconi Conference Gap-Filled Flux and Meteorology Data, 1992-2000 NACP Site: Tower Meteorology, Flux Observations with Uncertainty, and Ancillary Data LBA-ECO LC-07 Wetland Extent, Vegetation, and Inundation: Lowland Amazon Basin
In situ air temperature and humidity measurements over diverse land covers in Greenbelt, Maryland, November 2013-November 2015
2016
Carroll, Mark L., Brown, Molly E., Wooten, Margaret R., Donham, Joel E., Hubbard, Alfred B., Ridenhour, William B.
Air Temperature, Humidity
Comparative Evaluation of Radial Basis Function Network Transfer Function for Filtering Speckle Noise in Synthetic Aperture Radar Images
2016
Khwairakpam Amitab, Debdatta Kandar, Maji, Arnab K.
Plant Phenology, Vegetation Cover, Environmental Assessments, Land Use/Land Cover Classification , Reclamation/Revegetation/Restoration
Improving LAI Mapping by Integrating MODIS and CYCLOPES LAI Products Using Optimal Interpolation
2014
Wang, Dongdong, Liang, Shunlin
Canopy Characteristics, Leaf Area Index (LAI) , Vegetation Index, Reflectance
Improved LAI Algorithm Implementation to MODIS Data by Incorporating Background, Topography, and Foliage Clumping Information
2014
Gonsamo, Alemu, Chen, Jing M.
Canopy Characteristics, Leaf Area Index (LAI) , Vegetation Index