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.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
|---|---|---|---|---|
| Transformer-Based Modeling of Global Microwave Land Surface Emissivity | King, Fraser, Ringerud, Sarah | Root Zone Soil Moisture, Surface Soil Moisture, Soil Classification, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation | ||
| Usage of normalized soil moisture for improving the performance of rainfall thresholds along transportation corridors | Rahimikhameneh, Leila, Alvarez Reyna, Abraham, Montgomery, Jack, O'Donnell, Frances | Surface Soil Moisture | ||
| Surface Water Mapping and Flood Dynamics Monitoring Using CYGNSS and Deep Learning | Perez, Roman Alarcia, Jr, Paulo T. Setti, Tabibi, Sajad | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture | ||
| SMAP Soil Moisture Measurement in Hungary over Agricultural Land | Tornay, Eniko, Kugler, Zsofia | Surface Soil Moisture | ||
| Understanding deforestation dynamics in Amazonian protected areas through land-use change models informed by conservation discourses | Siegel, Katherine J., Mills-Novoa, Megan, Kinnebrew, Eva, Ochoa-Brito, Jose, Shoffner, Elizabeth | Brightness Temperature, Soil Moisture/Water Content | ||
| Reconciling remote sensing and reanalysis land surface temperatures: How surface conditions shape systematic differences between GOES-16 and MERRA-2 across ... | Kathuria, Dhruva, Konings, Alexandra G., Kolassa, Jana, Liu, Yanlan, Zhao, Meng, Shiklomanov, Alexey N | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrain Elevation | ||
| Regional patterns of parameter sensitivity in the plant hydraulics | Chen, Weijing, Hou, Jinliang | Brightness Temperature | ||
| Revisiting the application of variable infiltration capacity (VIC) model in the Colorado River Basin using SMAP and GRACE | Wang, Zhaocheng, Ghimire, Swastik, Whitney, Kristen M., Mascaro, Giuseppe, Xiao, Mu, Yue, Haowen, Vivoni, Enrique R. | Root Zone Soil Moisture, Surface Soil Moisture | ||
| Satellite-derived seasonal fluctuations in surface displacement and soil moisture: Implications for landslide activity | Lu, Chiao-Yin, Chan, Yu-Chang, Chu, Chung-Ray, Liu, Che-Hsin, Lee, Shih-Chiang, Hsieh, Yu-Chung, Hu, Jyr-Ching, Chang, Chih-Hsin | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | ||
| Sea surface salinity variability assessment in a tropical coast using integrated all-weather satellite data | Ajibola-James, Opeyemi, Okeke, Francis I., Ojinnaka, Oliver C. | Surface Winds, Salinity, Salinity | ||
| Sea surface salinity variability in the Gulf of Anadyr: Inferences from satellite observations and a coupled iceocean model | Jung, Jihun, Durski, Scott M., Kurapov, Alexander L. | Salinity | ||
| Vegetation type, landscape and climate define vegetation water content: implications for sustainable management at Southern Patagonia | Jia, Long, Souilla, Julian Rodriguez, Lencinas, Maria Vanessa, Peri, Pablo Luis, Li, Xinwu, Wu, Wenjin, Martinez Pastur, Guillermo J | Brightness Temperature, Surface Soil Moisture | ||
| Widespread peat carbon losses driven by the 2025 Scottish megafire | Schoenecker, Johanna, Baur, Martin J., Kohli, Juliana, Baker, Sarah, Jones, Matthew, Veraverbeke, Sander, Konings, Alexandra G., Pellegrini, Adam F. A. | Brightness Temperature, Surface Soil Moisture | ||
| Wind-Driven Regime of GNSS-R Signatures in Northern Lakes for Lake Ice Detection | Guo, Zhizhou, Wan, Wei, Liu, Baojian, Wan, Xianci, Zhang, Jie, Hu, Xiuqing, Li, Huan | Surface Soil Moisture, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Normalized Difference Vegetation Index (NDVI), Soil Classification, Soil Texture, Surface Roughness | ||
| A global dataset of land-atmosphere coupling metrics based on observations for evaluating Earth system models | Tavakoli, Nazanin, Dirmeyer, Paul A. | Surface Soil Moisture, Brightness Temperature | ||
| A global, daily carbon budget for terrestrial ecosystems constrained by satellite observations of soil moisture: The SMAP Level 4 carbon product at ten years | Endsley, K. Arthur, Kimball, John S., Reichle, Rolf H., Ardizzone, Joseph V., Kundig, Tobias, Colligan, Thomas, Heinke, Jens, Kato, Etsushi, Knauer, Jurgen, Ma, Lei, Nutzel, Tobias, Sun, Qing, Yuan, Wenping | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Root Zone Soil Moisture, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC), Atmospheric Carbon Dioxide, Respiration Rate, Air Temperature, Surface Winds, Net Radiation, Heat Flux | ||
| A Multi-temporal-scale Framework for Estimating Sub-Daily Soil Moisture by Fusing AMSR2 and SMAP Datasets | Wang, Mengran, Song, Peilin, Zheng, Jingyao, Zhao, Tianjie, Zhao, Haigen, Huang, Jingfeng | Surface Soil Moisture, Brightness Temperature | ||
| A Physics-Based Feature XGBoost Model for Frozen Ground Surface Reflectance Reconstruction on the Tibetan Plateau | Wang, Bo, Li, Kerui, Sheng, Qinghong, Li, Jun, Zhang, Yuejie, Ling, Xiao, Liu, Xiang, Guo, Yichen, Wang, Yihui, Zhu, Yuxin | Brightness Temperature, Surface Soil Moisture | ||
| A Semiempirical Modeling for Soil Moisture Retrieval Using High-Resolution SAR Data | Xu, Xiaolan, Yueh, Simon, Huang, Huanting, Wang, Tianlin, Das, Narendra, Entekhabi, Dara, Colliander, Andreas | Surface Soil Moisture | ||
| A SMAP-Anchored Sentinel-1 Change Detection Method for 100 m Surface Soil Moisture Mapping with Vegetation-Conditioned Constraints | Wang, Yunjia, Sun, Hao, Pei, Haoyu, Gao, Jinhua, Xu, Zhenheng, Wang, Yuxin, Wu, Dan | Brightness Temperature, Surface Soil Moisture, SIGMA NAUGHT | ||
| Age-driven shifts in functional composition and diversity shape ecosystem service provision in agroforestry systems | Barbosa, Anthony, Barbosa, Beatriz, Sousa, Tailane Silva, Fares, Ana Luisa Biondi Lima, do Espirito Santo Barbosa, Euciney, Ribeiro, Sabina Cerruto, Schmidt, Fernando Augusto, Teodoro, Grazielle Sales | Root Zone Soil Moisture, Surface Soil Moisture | ||
| Tracking water dynamics of a temperate forest under drought and nondrought conditions using active and passive microwave and optical remote sensing | Hellwig, Florian M., Fluhrer, Anke, Dubois, Clemence, Schellenberg, Konstantin, Chaparro, David, Zehner, Markus, Klosterhalfen, Anne, Piles, Maria, Schmullius, Christiane, Kunstmann, Harald, Jagdhuber, Thomas | Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Snow Grain Size, Snow Cover, Surface Soil Moisture |
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| Harvest date estimation over corn and sunflower fields using Sentinel-1 and RADARSAT constellation mission data and machine learning algorithms | Khabbazan, Saeed, Hosseini, Mehdi, Becker-Reshef, Inbal, McNairn, Heather, Oliinyk, Oleksandra | Root Zone Soil Moisture, Surface Soil Moisture | ||
| History matching of soil moisture and evapotranspiration over Europe using iterative ensemble smoothers | Kaandorp, Mikael L. A., Zhao, Haojin, Poppe Teran, Christian, Hartick, Carl, Rigor, Paul, Hendricks Franssen, HarrieJan | Surface Soil Moisture | ||
| Drivers of near-surface ocean salinity variability in the Northeastern | Khazaei, Bahram, Kurapov, Alexander L., Durski, Scott M. | Salinity |