Delivery of Suomi National Polar-orbiting Partnership (Suomi NPP) satellite data products will cease on November 1, 2026. Data users should transition now to alternative products from NOAA-21 and NOAA-20.
Suomi NPP data announcement
Publications Citing SMAP Data
List of peer-reviewed publications that cite using SMAP data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Combining Cygnss and Machine Learning for Soil Moisture and Forest Biomass Retrieval in View of the ESA Scout Hydrognss Mission | Santi, E., Clarizia, M.P., Comite, D., Dente, L., Guerriero, L., Pierdicca, N., Floury, Nicolas | Brightness Temperature, Soil Moisture/Water Content | ||
| Comparison of the Effective Isotropic Radiated Power Parameter in CYGNSS v2. 1 and v3. 0 Level 1 Data and Its Impact on Soil Moisture Estimation | Setti, Paulo T., Dam, Tonie van | Surface Soil Moisture | ||
| Satellite-Based Assessment of Meteorological and Agricultural Drought in Mainland Southeast Asia | Li, Yishan, Lu, Hui, Entekhabi, Dara, Gianotti, Daniel J. Short, Yang, Kun, Luo, Caihong, Feldman, Andrew F., Wang, Wei, Jiang, Ruijie | Geopotential Height, Altitude, Surface Temperature, Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Surface Soil Moisture | ||
| An Examination of the SMAP Operational Soil Moisture Products Accuracy | Deng, Khidir Abdalla Kwal, Petropoulos, George P., Bao, Yansong, Pavlides, Andrew, Saidou Chaibou, Abdoul Aziz, Habtemicheal, Birhanu Asmerom | Brightness Temperature, Soil Moisture/Water Content | ||
| An Exponential Filter Model-Based Root-Zone Soil Moisture Estimation | Yang, Yanqing, Bao, Zhenxin, Wu, Houfa, Wang, Guoqing, Liu, Cuishan, Wang, Jie, Zhang, Jianyun | Surface Soil Moisture | ||
| A Novel Dual-Branch Neural Network Model for Flood Monitoring in South Asia Based on CYGNSS Data | Song, Dongmei, Zhang, Qiqi, Wang, Bin, Yin, Cong, Xia, Junming | Surface Soil Moisture | ||
| A Spatial Downscaling Method for Remote Sensing Soil Moisture Based on | Mao, Taoning, Shangguan, Wei, Li, Qingliang, Li, Lu, Zhang, Ye, Huang, Feini, Li, Jianduo, Liu, Wei, Zhang, Ruqing | Brightness Temperature, Surface Soil Moisture | ||
| A global evaluation of IMERG precipitation occurrence using SMAP detected soil moisture change | Surface Soil Moisture | |||
| Assimilating satellite-based soil moisture observations in a land surface model: The effect of spatial resolution | Rouf, Tasnuva, Girotto, Manuela, Houser, Paul, Maggioni, Viviana | Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content, Surface Soil Moisture | ||
| Assimilation of SMAP brightness temperature observations in the GEOS landatmosphere data assimilation system | Reichle, Rolf H., Zhang, Sara Q., Liu, Qing, Draper, Clara S., Kolassa, Jana, Todling, Ricardo | Soil Moisture/Water Content, Soil Temperature, Brightness Temperature | ||
| Application of PhenomenaResolving Assessment Methods to Satellite Sea Surface Salinity Products | Bao, Senliang, Wang, Huizan, Zhang, Ren, Yan, Hengqian, Chen, Jian, Bai, Chengzu | Salinity, Salinity | ||
| Assessing costs of Indonesian fires and the benefits of restoring peatland | Kiely, L., Spracklen, D. V., Arnold, S. R., Papargyropoulou, E., Conibear, L., Wiedinmyer, C., Knote, C., Adrianto, H. A. | Population Density, Surface Soil Moisture | ||
| Assessing disaggregated SMAP soil moisture products in the United States | Liu, Pang-Wei, Bindlish, Rajat, Fang, Bin, Lakshmi, Venkat, O'Neill, Peggy E., Yang, Zhengwei, Cosh, Michael H., Bongiovanni, Tara, Bosch, David D., Collins, Chandra Holifield, Starks, Patrick J., Prueger, John, Seyfried, Mark, Livingston, Stanley | Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Soil Moisture/Water Content, Surface Soil Moisture |
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| An empirical algorithm for mitigating the sea ice effect in SMAP radiometer for sea surface salinity retrieval in the arctic seas | Tang, Wenqing, Yueh, Simon H., Fore, Alexander G., Hayashi, Akiko, Steele, Michael | Density, TEMPERATURE PROFILES, Salinity, Conductivity, Sea Ice Concentration, ANTENNA TEMPERATURE, Brightness Temperature | ||
| A coastal N-2 fixation hotspot at the Cape Hatteras front: Elucidating | Selden, Corday R., Chappell, P. Dreux, Clayton, Sophie, MaciasTapia, Alfonso, Bernhardt, Peter W., Mulholland, Margaret R. | Salinity | ||
| In-situ and triple-collocation based evaluations of eight global root zone soil moisture products | Xu, Lei, Chen, Nengcheng, Zhang, Xiang, Moradkhani, Hamid, Zhang, Chong, Hu, Chuli | Land Use/Land Cover Classification, Soil Organic Carbon (SOC) | ||
| Lagrangian Reconstruction to Extract SmallScale Salinity Variability From SMAP Observations | BarceloLlull, Barbara, Drushka, Kyla, Gaube, Peter | Salinity | ||
| Satellite soil moisture data assimilation for improved operational continental water balance prediction | Tian, Siyuan, Renzullo, Luigi J., Pipunic, Robert C., Lerat, Julien, Sharples, Wendy, Donnelly, Chantal | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture | ||
| Satellite soil moisture data assimilation impacts on modeling weather variables and ozone in the southeastern USPart 1: An overview | Huang, Min, Crawford, James H., DiGangi, Joshua P., Carmichael, Gregory R., Bowman, Kevin W., Kumar, Sujay V., Zhan, Xiwu | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Brightness Temperature, Soil Moisture/Water Content | ||
| Seasonal Variability of Sea Surface Salinity in the NW Gulf of Guinea from SMAP Satellite | Nyadjro, Ebenezer S., Foli, Bennet A. K., Agyekum, Kwame A., Wiafe, George, Tsei, Senam | Salinity | ||
| Sea Surface Salinity Seasonal Variability in the Tropics from Satellites, Gridded In Situ Products and Mooring Observations | Bingham, Frederick M., Brodnitz, Susannah, Yu, Lisan | Salinity, Salinity | ||
| Revisiting the Global Patterns of Seasonal Cycle in Sea Surface Salinity | Yu, Lisan, Bingham, Frederick M., Lee, Tong, Dinnat, Emmanuel P., Fournier, Severine, Melnichenko, Oleg, Tang, Wenqing, Yueh, Simon H. | Salinity | ||
| Root Zone Soil Moisture Comparisons: AirMOSS, SMERGE, and SMAP | 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, Surface Soil Moisture |
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| Relative contributions of temperature and salinity to steric sea level over the South China Sea | Sha, Jin, Li, Xiaoming, Yan, Xiaohai | Salinity | ||
| Correction of satellite sea surface salinity products using ensemble learning method | Bao, Senliang, Zhang, Ren, Wang, Huizan, Yan, Hengqian, Chen, Jian, Wang, Yangjun | Salinity |