N: 60 S: -60 E: 180 W: -180
Description
This Level-2 (L2) soil moisture product provides estimates of land surface conditions retrieved by both the Soil Moisture Active Passive (SMAP) radiometer during 6:00 a.m. descending and 6:00 p.m. ascending half-orbit passes and the Sentinel-1A and -1B radar. SMAP L-band brightness temperatures and Copernicus Sentinel-1 C-band backscatter coefficients are used to derive soil moisture data, which are then resampled to an Earth-fixed, cylindrical 3 km Equal-Area Scalable Earth Grid, Version 2.0 (EASE-Grid 2.0). While the 3 km data product has undergone validation, the 1 km product has not and should be used with caution.
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USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
DATA PRODUCT SPECIFICATION
PRODUCT QUALITY ASSESSMENT
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| A time series deep learning algorithm for soil moisture retrieval from Sentinel-1 data using Transformer | Ndekelu, Lina N., Zhang, Hankui K., Bwangoy, Jean Robert, Henebry, Geoffrey M., Maimaitijiang, Maitiniyazi, Zhang, Xiaoyang, Lumbuenamo, Raymond, Liu, Pang-Wei, Gao, Lun | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Satellite-Based Fraction of Available Water Reveals Soil Moisture Deficits Preceding Major Wildfires | Goffin, Benjamin D., Fernandez, Alfonso, Etchanchu, Jordi, Fang, Bin, Lakshmi, Venkataraman | Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, SIGMA NAUGHT | |
| Low-Rank Gap Filling and Downscaling for SMAP Soil Moisture Datasets | Beale, Kevin, Bras, Rafael L., Romberg, Justin | Brightness Temperature, Land Use/Land Cover Classification, Soil Classification, Soil Moisture/Water Content, Soil Temperature, Vegetation Water Content, SIGMA NAUGHT, Surface Soil Moisture, Soil Bulk Density, Soil Moisture/Water Content, Soil Temperature, Soil Texture, Soil Texture, Land Surface Temperature, Precipitation Indices, Soil Moisture, Soil Temperature, Precipitation Amount | |
| Estimates of Irrigation Water Volume by Assimilation of Satellite Land | Corbari, C., Paciolla, N., Sheffield, J., Labbassi, K., Dos Santos Araujo, D. C., Berendsen, S., Szantoi, Z. | Evapotranspiration, Latent Heat Flux, Runoff, Soil Texture, Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Improving soil moisture estimation at different crop growth stages by reconstructing optical satellite spectral data using limited UAV data and fractional vegetation cover | Huang, Zugui, Yao, Yifei, Yang, Furong, Xie, Pingliang, Yang, Ning, Wu, Yuxiao, Liu, Hao, Ba, Yalan, Zhang, Zhitao | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| ClimateServ: An Open Source Earth Observation Climate Data Access Tool | Kruskopf, Meryl, Gilliland, Lance, Roberts, Brent, Markert, Amanda, Ashmall, William, Limaye, Ashutosh | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Assessing the influence of model inputs on performance of the EMT plus | Fischer, Samantha C., Niemann, Jeffrey D., Scalia, Joseph, Bullock, Matthew D., Proulx, Holly E., Kim, Boran, Green, Timothy R., Grazaitis, Peter J. | Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Runoff, Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Beyond meteorological data: Modelling tree growth with ERA5-Land | Schonauer, Marian, Pucher, Christoph, Altman, Jan, Weibacher, Josef, Sprengel, Lars, Rewald, Boris | Digital Elevation/Terrain Model (DEM), Climate Adaptation, Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Quantifying the potential of using Soil Moisture Active Passive (SMAP) soil moisture variability to predict subsurface water dynamics | Nayak, Aruna Kumar, Xu, Xiaoyong, Frey, Steven K., Khader, Omar, Erler, Andre R., Lapen, David R., Russell, Hazen A. J., Sudicky, Edward A. | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| 60-m Resolution Soil Moisture Estimation Based on a Multisensor Feedforward Neural Network Model | 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 | |
| Global soil moisture mapping at 5 km by combining GNSS reflectometry and machine learning in view of HydroGNSS | Santi, Emanuele, Comite, Davide, Dente, Laura, Guerriero, Leila, Pierdicca, Nazzareno, Clarizia, Maria Paola, Floury, Nicolas | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| High-Resolution Mapping of Soil Moisture by AMSR2 Data Disaggregation Based on Sentinel-1 and Machine Learning | Santi, Emanuele, Baroni, Fabrizio, Fontanelli, Giacomo, Palchetti, Enrico, Paloscia, Simonetta, Pettinato, Simone, Pilia, Simone, Ramat, Giuliano, Santurri, Leonardo | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Spatially Interpolated CYGNSS Data Improve Downscaled 3 km SMAP/CYGNSS | Wernicke, Liza J., Chew, Clara C., Small, Eric E. | Reflectance, Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity, Flight Data Logs, Soil Moisture/Water Content, Soil Temperature | |
| Validation of Remotely Sensed and Modeled Soil Moisture at Forested and Unforested NEON Sites | Ayres, Edward, Reichle, Rolf H., Colliander, Andreas, Cosh, Michael H., Smith, Lucas | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Runoff | |
| Vegetation moisture estimation in the Western United States using radiometer-radar-lidar synergy | Chaparro, David, Jagdhuber, Thomas, Piles, Maria, Jonard, Francois, Fluhrer, Anke, Vall-llossera, Merce, Camps, Adriano, Lopez-Martinez, Carlos, Fernandez-Moran, Roberto, Baur, Martin, Feldman, Andrew F., Fink, Anita, Entekhabi, Dara | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Investigating Correlations and the Validation of SMAP-Sentinel L2 and In | Jotisankasa, Apiniti, Torsri, Kritanai, Supavetch, Soravis, Sirirodwattanakool, Kajornsak, Thonglert, Nuttasit, Sawangwattanaphaibun, Rati, Faikrua, Apiwat, Peangta, Pattarapoom, Akaranee, Jakrapop | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Is It Possible to Quantify Irrigation WaterUse by Assimilating a HighResolution Satellite Soil Moisture Product? | Jalilvand, Ehsan, AbolafiaRosenzweig, Ronnie, Tajrishy, Masoud, Kumar, Sujay V., Mohammadi, Mohammad Reza, Das, Narendra N. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo, Anisotropy, 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 | |
| Bias-Corrected RADARSAT-2 Soil Moisture Dynamics Reveal Discharge | Lee, Ju, Lindenschmidt, Karl-Erich | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Soil moisture retrieval from Sentinel-1 using a first-order radiative transfer modelA case-study over the Po-Valley | Quast, Raphael, Wagner, Wolfgang, Bauer-Marschallinger, Bernhard, Vreugdenhil, Mariette | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Soil moisture estimates at 1 km resolution making a synergistic use of Sentinel data | Madelon, Remi, Rodriguez-Fernandez, Nemesio J., Bazzi, Hassan, Baghdadi, Nicolas, Albergel, Clement, Dorigo, Wouter, Zribi, Mehrez | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| A data-driven approach using the remotely sensed soil moisture product to identify water-demand in agricultural regions | Singh, Gurjeet, Das, Narendra N. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| A 1 km daily surface soil moisture dataset of enhanced coverage under all-weather conditions over China in 20032019 | Song, Peilin, Zhang, Yongqiang, Guo, Jianping, Shi, Jiancheng, Zhao, Tianjie, Tong, Bing | Land Use/Land Cover Classification, Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Impact of Incidence Angle Diversity on SMOS and Sentinel-1 Soil Moisture Retrievals at Coarse and Fine Scales | Portal, Gerard, Vall-llossera, Merce, Piles, Maria, Jagdhuber, Thomas, Camps, Adriano, Pablos, Miriam, Lopez-Martinez, Carlos, Das, Narendra N., Entekhabi, Dara | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Downscaling Microwave Soil Moisture Products with SM-RDNet for Semiarid | Sang, Xiao, Li, Jun, Zhang, Chengye, Xing, Jianghe, Liu, Xinhua, Wang, Hongpeng, Zhang, Caiyue | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Benchmarking downscaled satellite-based soil moisture products using sparse, point-scale ground observations | Crow, W.T., Chen, F., Colliander, A. | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Tocap: a web tool for ad-hoc campaign planning in terrestrial hydrology | Nixdorf, Erik, Eggert, Daniel, Morstein, Peter, Kalbacher, Thomas, Dransch, Doris | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | |
| Evaluation of SMAP/Sentinel 1 high-resolution soil moisture data to detect irrigation over agricultural domain | 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 |