N: 90 S: -85.044 E: 180 W: -180
Description
This enhanced Level-3 (L3) soil moisture product provides a composite of daily estimates of global land surface conditions retrieved by the Soil Moisture Active Passive (SMAP) radiometer. This product is a daily composite of SMAP Level-2 (L2) soil moisture which is derived from SMAP Level-1C (L1C) interpolated brightness temperatures. Backus-Gilbert optimal interpolation techniques are used to extract information from SMAP antenna temperatures and convert them to brightness temperatures, which are posted to the 9 km Equal-Area Scalable Earth Grid, Version 2.0 (EASE-Grid 2.0) in a global cylindrical projection. As of 2021, the data are also posted to the Northern Hemisphere EASE-Grid 2.0, an azimuthal equal-area projection.
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Citation is critically important for dataset documentation and discovery. This dataset is openly shared, without restriction, in accordance with the EOSDIS Data Use and Citation Guidance.
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USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
DATA PRODUCT SPECIFICATION
GENERAL DOCUMENTATION
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Global daily 9 km remotely sensed soil moisture (20152025) with microwave radiative transfer-guided learning | Feng, Sijia, Li, Aoyang, Zhou, Rui, Butterbach-Bahl, Klaus, Guan, Kaiyu, Jin, Zhenong, Looms, Majken C., Wang, Sherrie, Igel, Christian, Treat, Claire, Olesen, Jrgen Eivind, Wang, Sheng | Brightness Temperature, Surface Soil Moisture, Air Temperature, Soil Moisture/Water Content, Soil Temperature, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| A review of forward modelling and retrieval approaches for forest soil | Colliander, Andreas, Schwank, Mike, Zhou, Yiwen, Kurum, Mehmet, Vittucci, Cristina, Tsang, Leung, Roy, Alex, Berg, Aaron | Brightness Temperature, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC) | |
| A satellite-driven approach to estimating delivered irrigation water via SM-based inversion algorithm: A case study of the Doroodzan irrigation district, Iran | Afrasiabikia, Peyman, Parvaresh Rizi, Atefeh, Brocca, Luca | Brightness Temperature, Surface Soil Moisture | |
| Soil moisture buffers the impact of precipitation variability on ecosystem productivity | Wang, Huiqi, Bassiouni, Maoya, Kang, Yanghui, Rifai, Sami W., Gherardi, Laureano A., Ukkola, Anna, Keenan, Trevor F. | Brightness Temperature, Surface Soil Moisture, Land Use/Land Cover Classification, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| 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 | |
| A 1 km soil moisture data over eastern CONUS generated through assimilating SMAP data into the Noah-MP land surface model | Tai, Sheng-Lun, Yang, Zhao, Gaudet, Brian, Sakaguchi, Koichi, Berg, Larry, Kaul, Colleen, Qian, Yun, Liu, Ye, Fast, Jerome | Brightness Temperature, Surface Soil Moisture | |
| A Modified Hierarchical Vision Transformer for Soil Moisture Retrieval | Yan, Qingyun, Chen, Yuhan, Pan, Yuanjin, Jin, Shuanggen, Huang, Weimin | Brightness Temperature, Surface Soil Moisture | |
| Influences of soil moisture and vegetation cover on dust emission using satellite observations | AlNasser, Faisal, Chehbouni, Abdelghani, Entekhabi, Dara | Brightness Temperature, Surface Soil Moisture | |
| Do land models miss key soil hydrological processes controlling soil moisture memory? | Farmani, Mohammad A., Behrangi, Ali, Gupta, Aniket, Tavakoly, Ahmad, Geheran, Matthew, Niu, Guo-Yue | Brightness Temperature, Surface Soil Moisture | |
| Cascading Spatial Scales in the Hydrological Cycle Over Africa | Zhang, Yan, Rigden, Angela | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Brightness Temperature, Surface Soil Moisture | |
| Characterizing precipitation and soil moisture drydowns in Finland using | Kouki, Kerttu, Colliander, Andreas | Brightness Temperature, Surface Soil Moisture | |
| A Simplified Model for Simulating Complex Signals in GNSS-Reflectometry over Land | Peng, Jilun, Cardellach, Estel, Li, Weiqiang | Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity | |
| Defining the Agricultural Wet Season in Africa Using Soil Moisture From | Chalmers, Christopher, Zhang, Yan, Xiao, Jingfeng, Li, Xing, Rigden, Angela | Brightness Temperature, Surface Soil Moisture, Soil Classification, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | |
| Remote Sensing of Live Fuel Moisture for Wildfires Using SMAP Satellite | Cho, Kyeungwoo, Abraham, Saji, Kumar, Sujay V., Wang, Jingfeng | Brightness Temperature, Surface Soil Moisture | |
| Retrieval Model for Surface Dead Fuel Moisture Data Based on Microwave Soil Moisture Content | Gao, Yuanting, Chen, Jie, Chen, Boxuan, Fan, Jiale, Shi, Lin, Sun, Long, Hu, Tongxin | Brightness Temperature, Surface Soil Moisture | |
| Soil MoistureRetrieval from TM-1 GNSS-R Reflections with Auxiliary Geophysical Variables: A Multi-Cluster and Seasonal Evaluation | Jin, Yu, Ji, Min, Zheng, Naiquan, Zhang, Zhihua, Ding, Penghui, Zhao, Qian | Brightness Temperature, Surface Soil Moisture | |
| Satellite-Based Machine Learning for Soil Moisture Prediction and Land | Tefera, Meron Lakew, Zeleke, Ethiopia B., Pirastru, Mario, Melesse, Assefa M., Seddaiu, Giovanna, Awada, Hassan | Surface Soil Moisture, Brightness Temperature | |
| Toward the Exploitation of HydroGNSS Coherent Channel: High Sampling | Peng, Jilun, Cardellach, Estel, Li, Weiqiang, Ribo, Serni, Rius, Antonio | Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity, Wind Direction, Wind Speed, Radar Cross-Section, Radar Reflectivity | |
| Evaluating surface and subsurface fluxes in hydrological models to advance basin-scale operational water supply forecasting | Shin, Satbyeol, Gronewold, Andrew D., Fry, Lauren M., Dugger, Aubrey, Kessler, James | Evapotranspiration, Latent Heat Flux, Brightness Temperature, Surface Soil Moisture | |
| Assessment of Landscape-Scale Fluxes of Carbon Dioxide and Methane in | Delaria, Erin R., Wolfe, Glenn M., Blanock, Kaitlyn, Hannun, Reem, Thornhill, Kenneth Lee, Newman, Paul A., Lait, Leslie R., Kawa, S. Randy, Alvarez, Jessica, Blum, Spencer, CastanedaMoya, Edward, Holmes, Christopher, Lagomasino, David, Malone, Sparkle, Murphy, Dylan, Overbauer, Steven F., Pruett, Chandler, Serre, Aaron, Starr, Gregory, Szot, Robert, Troxler, Tiffany, Yannick, David, Poulter, Benjamin | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, VEGETATION HEIGHT, Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass, Brightness Temperature, Surface Soil Moisture |