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 |
|---|---|---|---|---|
| Enhancing 3 km soil moisture retrieval: data fusion of SMAP brightness temperature with GNSS-R reflectivity from Spire and CYGNSS | Li, Ming, Zhang, Jiahua, Braun, John J, Weiss, Jan-Peter, Sleziak-Sallee, Maggie | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, Radar Cross-Section, Radar Reflectivity | ||
| Comparing modeled and measured carbon dioxide data at five canadian peatlands revealed highly variable non-growing season fluxes | Hettinga, E. Kathryn, Rezanezhad, Fereidoun, Persaud, Bhaleka D., Slowinski, Stephanie, Strack, Maria, Liu, Haojie, Lennartz, Bernd, Humphreys, Elyn, Wu, Jianghua, Skeeter, June, Knox, Sara H., Alcock, Haley, Sonnentag, Oliver, Detto, Matteo, Van Cappellen, Philippe | Land Use/Land Cover Classification, Fire Occurrence, Land Surface Temperature, THERMAL ANOMALIES, Root Zone Soil Moisture, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC) | ||
| Cross-Attention-Based Spatiotemporal Learning Network for Generating | Xu, Xiaoke, Lin, Liupeng, Gu, Chunlei, Jing, Yinghong, Li, Xinghua | Land Use/Land Cover Classification, Surface Soil Moisture | ||
| Data Fusion Framework for a High-Resolution Regional Dataset in the | Fu, Lifu, Zhang, Chunling, Ge, Yijun, Shu, Bo, Zhou, Ruoxiao | Salinity | ||
| Development of low latency, high resolution SMAP soil moisture retrievals in support of near-real-time applications | Kwon, Yonghwan, Liu, Pang-Wei, Navari, Mahdi, Bindlish, Rajat, Kemp, Eric M., Wegiel, Jerry W., Jalilvand, Ehsan, Kumar, Sujay V. | ANTENNA TEMPERATURE, Brightness Temperature, Surface Soil Moisture | ||
| In Situ and SpaceBased CO2 Observations Reveal MoistureInduced Seasonal Compensation of the Western US Carbon Cycle | Rastogi, Bharat, Miller, John B., Kaushik, Aleya, Basu, Sourish, Bruhwiler, Lori, McKain, Kathryn, Andrews, Arlyn E., Alden, Caroline B. | Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Soil Organic Carbon (SOC), Primary Production, Gross Primary Production (gpp), Reflectance | ||
| Influx of Bay of Bengal waters and stirring trends in the Arabian Sea based on satellite altimetry | Paul, Nihar, Mathur, Manikandan, Sukhatme, Jai, Farrar, J. Thomas, Sengupta, Debasis | Salinity, Surface Winds | ||
| Evaluating Satellite and Model Sea Surface Salinity With in Situ Observation from an Autonomous Surface Vehicle | Ayim, Samuel M., Jaeger, Leonie, Gassen, Lisa, Wurl, Oliver | Sea Surface Temperature, Ocean Surface Salinity, SURFACE CONDUCTIVITY, Salinity, Surface Winds | ||
| Extended assessment of the globally extractable salinity gradient energy | Alvarez-Silva, Oscar, Roldan-Carvajal, Mateo, Arevalo, Franklin | Salinity, Surface Winds, Sea Surface Temperature | ||
| Cloudburst or hybrid phenomenon? Dissecting the Dharali flood disaster of 2025 | Vijayalekshmi, Gopika, Goel, N. K., Arora, Manohar, Sharma, M. L., Narayanan, R. Unni, Vishnoi, R. K. | Root Zone Soil Moisture, Surface Soil Moisture | ||
| Confidently uncertain: validating satellite ECV measurement uncertainty estimates | Verhoelst, Tijl, Povey, Adam C., Gruber, Alexander, Bulgin, Claire E., Keppens, Arno, Compernolle, Steven, Lambert, Jean-Christopher | Brightness Temperature, Surface Soil Moisture | ||
| Capturing Mesoscale and Submesoscale Ocean Fronts in the Gulf of Mexico | Cruz, Ethan, Subrahmanyam, Bulusu | Salinity | ||
| Characterization of uncertainty in ground-based validation of soil | Zeng, Qicheng, Wu, Xiaodan, Wen, Jianguang, Yin, Gaofei, Lin, Xingwen, Li, Yukun, You, Dongqin, Xiao, Qing | 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, Brightness Temperature, Surface Soil Moisture | ||
| National Oceanic and Atmospheric Administration Soil Moisture Operational Product System: An overview and data assimilation applications | Yin, Jifu, Zhan, Xiwu, Liu, Jicheng, Kim, Jong, Jeon, ChanHoo, Petro, Gillian | Brightness Temperature, Surface Soil Moisture | ||
| Next-generation Metop ASCAT surface soil moisture datasets from EUMETSAT H SAF | Hahn, Sebastian, Melzer, Thomas, Wagner, Wolfgang | 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, Brightness Temperature, Surface Soil Moisture | ||
| Ocean salinity across space-time scales: from water cycle indicator to dynamical driver | Yu, Lisan | Salinity | ||
| Soil moisture impact on convective initiation | AlNasser, Faisal, Gianotti, Daniel, Entekhabi, Dara | Brightness Temperature, Surface Soil Moisture, Vegetation Optical Depth | ||
| Soil moisture retrieval with high spatialtemporal resolution via the fusion of CYGNSS and SAR data | Chang, Xin, Wang, Qi, Sun, Jiaojiao, Tan, Zuozhu, Li, Dawei, Yu, Kegen | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | ||
| Streamflow calibration in ungauged basins using SWOT discharge and SMAP surface soil moisture products | Crow, Wade T., Durand, Michael, Coss, Steve, Reichle, Rolf H. | Soil Classification, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation | ||
| Remotely sensed surface water storage shows distinct patterns from SWATsimulated data | Dolan, W., Vanderhoof, M. K., Christensen, J. R., Golden, H. E., Lane, C. R., Rajib, A., Keenan, W., Zheng, Q., Khare, A. | Root Zone Soil Moisture, Surface Soil Moisture, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Satellite Remote Sensing of Hydro-biogeochemical Responses to Near-Coastal Water Dynamics in Global River Mouth Areas | Kim, Youngwook, Park, Ji-Hyung, Du, Jinyang | Root Zone Soil Moisture, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC) | ||
| Satellite soil moisture as an additional observational constraint for machine learning-based irrigation water use modeling | Huang, Xin, He, Qing, Hanasaki, Naota, Oki, Taikan | Root Zone Soil Moisture, Surface Soil Moisture, Brightness Temperature, Soil Classification, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation | ||
| Quasi-SMAP: A SMAP-referenced long-term daily surface soil moisture record from 1981 to 2022 | Wang, Yunjia, Sun, Hao, Gao, Jinhua | Brightness Temperature, Surface Soil Moisture | ||
| Regional nudged storylines for the European hot and dry summers 20182022: response of evapotranspiration regimes to climate change | Klimiuk, Tatiana, Sanchez-Benitez, Antonio, Ludwig, Patrick, Pinto, Joaquim G. | Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content | ||
| A Hybrid Physics-Guided Machine Learning for Soil Moisture Monitoring and Drought Assessment From CYGNSS in Complex Terrain | Rhadiouini, Charafa El, Jin, Shuanggen, Yeboah, Emmanuel, Sarfo, Isaac, Okrah, Abraham | 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, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity |
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