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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| Spatiotemporal Soil Moisture Prediction Using a Causal-Guided Deep Learning Model | Wu, Tingtao, Xu, Lei, Pan, Ziwei, Cai, Ruinan, Dai, Jin, Yang, Shuang, Zhang, Xihao, Zhang, Xi, Chen, Nengcheng | Soil Organic Carbon (SOC) | ||
| Analysis of radiative heat flux using ASTER thermal images: Climatological and volcanological factors on Java Island, Indonesia | Andriani, Dini, Supriyadi, Aufaristama, Muhammad, Saepuloh, Asep, Singarimbun, Alamta, Srigutomo, Wahyu | Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow, Land Surface Temperature, Sea Surface Temperature, Root Zone Soil Moisture, Surface Soil Moisture |
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| 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, Water Vapor Mixing Ratio Profiles, Atmospheric Ozone, Atmospheric Carbon Dioxide, Atmospheric Carbon Monoxide, Methane, GREENHOUSE GAS FLUX, Brightness Temperature, Surface Soil Moisture |
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| A Novel Downscaling Approach based on Multi-Frequency Microwave Radiometry toward Finer Scale Global Soil Moisture Mapping | Song, Peilin, Zhao, Tianjie, Shi, Jiancheng, Zhang, Yongqiang, Zheng, Jingyao | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture | ||
| A novel land surface temperature reconstruction method and its application for downscaling surface soil moisture with machine learning | Gungor Sahin, Onur, Gunduz, Orhan | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Reflectance, Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content, Root Zone Soil Moisture, Surface Soil Moisture |
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| A novel validation of satellite soil moisture using SM2RAIN-derived rainfall estimates | Do, Son K., Tran, Thanh-Nhan-Duc, Le, Manh-Hung, Bolten, John, Lakshmi, Venkataraman | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation, Soil Classification, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation, Surface Soil Moisture | ||
| A Spatial Downscaling Framework for SMAP Soil Moisture Based on Stacking | Xu, Jiaxin, Su, Qiaomei, Li, Xiaotao, Ma, Jianwei, Song, Wenlong, Zhang, Lei, Su, Xiaoye | Surface Soil Moisture, Root Zone 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 | ||
| A Theory of Maximum Entropy Production and Its Application to Microwave | Wang, J., Cho, K., NegronJuarez, R. I., Colliander, A., Caravasi, E. C., Revilla, N. S. | Reflectance, Soil Moisture/Water Content, Soil Temperature, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Brightness Temperature, Surface Soil Moisture |
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| Modulation of Equatorial Currents and Tropical Instability Waves During | Tuchen, Franz Philip, Perez, Renellys C., Foltz, Gregory R., Brandt, Peter, Subramaniam, Ajit, Lee, SangKi, Lumpkin, Rick, Hummels, Rebecca | Surface Winds, Salinity | ||
| Modelling antecedent soil hydrological conditions to improve the prediction of landslide susceptibility in typhoon-prone regions | Abanco, Claudia, Asurza, Flavio Alexander, Medina, Vicente, Hurlimann, Marcel, Bennett, Georgina L. | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Root Zone Soil Moisture, Surface Soil Moisture | ||
| Improving crop-specific groundwater use estimation in the Mississippi | Majumdar, Sayantan, Smith, Ryan G., Hasan, Md Fahim, Wilson, Jordan L., White, Vincent E., Bristow, Emilia L., Rigby, J.R., Kress, Wade H., Painter, Jaime A. | Surface Soil Moisture, Root Zone Soil Moisture | ||
| Improved soil moisture estimation and detection of irrigation signal by incorporating SMAP soil moisture into the Indian Land Data Assimilation System (ILDAS) | Chakraborty, Arijit, Saharia, Manabendra, Chakma, Sumedha, Kumar Pandey, Dharmendra, Niranjan Kumar, Kondapalli, Thakur, Praveen K., Kumar, Sujay, Getirana, Augusto | Brightness Temperature, Surface Soil Moisture | ||
| Satellite-Derived Variability of Sea Surface Salinity and Geostrophic | Saldias, Gonzalo S., Figueroa, Pedro A., Carrasco, David, Narvaez, Diego A., Perez-Santos, Ivan, Lara, Carlos | Salinity | ||
| Seasonal and Interannual Salinity Variability on the Northeast US | Ryan, Svenja, Ummenhofer, Caroline C., Gawarkiewicz, Glen G. | Salinity | ||
| Seasonal forecasting of local-scale soil moisture droughts with Global BROOK90: a case study of the European drought of 2018 | Vorobevskii, Ivan, Luong, Thi Thanh, Kronenberg, Rico | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Soil Moisture | ||
| Risk Comparison of Hurricane Scenarios as Disruptions of Hydrologic Basin Order with Social Vulnerability Criteria | Pavur, Gigi, Lambert, James H., Lakshmi, Venkataraman | Surface Soil Moisture | ||
| Quantifying the influence of snow over sea ice morphology on L-band passive microwave satellite observations in the Southern Ocean | Zhou, Lu, Stroeve, Julienne, Nandan, Vishnu, Willatt, Rosemary, Xu, Shiming, Zhu, Weixin, Kacimi, Sahra, Arndt, Stefanie, Yang, Zifan | Freeboard, Ice Depth/Thickness, Ice Roughness, Sea Ice Elevation, Snow Depth, Brightness Temperature, Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Land Use/Land Cover Classification, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Sea Ice Concentration, Sea Ice Concentration, Snow Depth | ||
| Quantifying the Role of Silicate and Dissolved Nitrogen in Co-Limiting | Bhavani, Inakonda Veera Ganga, Hamza, Faseela, Smitha, B. R., Valsala, Vinu | Salinity | ||
| Resolution enhancement of SMOS brightness temperatures: Application to | Zeiger, Pierre, Picard, Ghislain, Richaume, Philippe, Mialon, Arnaud, Rodriguez-Fernandez, Nemesio | Brightness Temperature | ||
| Reconstructing SMAP-derived 1-km Soil Moisture Dataset Using DINEOF plus | Zhao, Haoteng, Zhao, Haipeng, Zhang, Chen | Surface Soil Moisture | ||
| Characterizing Satellite Soil Moisture Drydown: A Bivariate Filtering | Sinha, Jhilam, Sharma, Ashish, Marshall, Lucy, Kim, Seokhyeon | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture | ||
| Characterizing satellite-derived freeze/thaw regimes through spatial and temporal clustering for the identification of growing season constraints on vegetation productivity | Melser, Ramon, Coops, Nicholas C., Derksen, Chris | Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance, Brightness Temperature, Freeze/Thaw, Transition Direction, Soil Organic Carbon (SOC) | ||
| Characterizing the 2019-2021 drought in La Plata River Basin with GLDAS and SMAP | Besnier, Jessica, Getirana, Augusto, Beaudoing, Hiroko, Lakshmi, Venkataraman | 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, Ground Water, Brightness Temperature, Surface Soil Moisture | ||
| Enhanced Ocean Mixing During the Passage of Tropical Cyclone | Falor, Devang, Gayen, Bishakhdatta, Sengupta, Debasis, Chaudhuri, Dipanjan | Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Pressure Thickness, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, Altitude, Geopotential Height, Ozone Profiles, Salinity, Sea Surface Foundation Temperature |
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