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 |
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| Vegetation moisture estimation in the Western United States using radiometer-radar-lidar synergy | Chaparro, David, Jagdhuber, Thomas, Piles, Maria, Jonard, Francois, Fluhrer, Anke, Vall-llossera, Merce, Camps, Adriano, Lopez-Martinez, Carlos, Fernandez-Moran, Roberto, Baur, Martin, Feldman, Andrew F., Fink, Anita, Entekhabi, Dara | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture | ||
| Vegetation Water Content Retrieval from Spaceborne GNSS-R and | Zhang, Yongfeng, Bu, Jinwei, Zuo, Xiaoqing, Yu, Kegen, Wang, Qiulan, Huang, Weimin | Land Use/Land Cover Classification, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Brightness Temperature, Surface Soil Moisture | ||
| Using CYGNSS and L-band Radiometer Observations to Retrieve Surface Water Fraction: A Case Study of the Catastrophic Flood of 2022 in Pakistan | Ma, Zhongmin, Zhang, Shuangcheng, Liu, Qi, Feng, Yanming, Guo, Qinyu, Zhao, Hebin, Feng, Yuxuan | Total Surface Precipitation Rate, Reflectance, Radar Cross-Section, Radar Reflectivity, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Brightness Temperature, Surface Soil Moisture |
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| Validation of Remotely Sensed and Modeled Soil Moisture at Forested and Unforested NEON Sites | Ayres, Edward, Reichle, Rolf H., Colliander, Andreas, Cosh, Michael H., Smith, Lucas | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Runoff, Root Zone Soil Moisture | ||
| Understanding Terrestrial Water and Carbon Cycles and Their Interactions | Cao, Zhijiong, Xue, Yongkang, Nayak, Hara Prasad, Lettenmaier, Dennis P., Frankenberg, Christian, Kohler, Philipp, Li, Ziwei | Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content |
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| Harnessing SMAP satellite soil moisture product to optimize soil | Nanda, Arunav, Das, Narendra, Singh, Gurjeet, Bindlish, Rajat, Andreadis, Konstantinos M., Jayasinghe, Susantha | Surface Soil Moisture | ||
| Full Polarimetric GNSS-R Assessment of the Freeze and Thaw States of the Terrestrial Cryosphere | Rodriguez-Alvarez, Nereida, Francesc Munoz-Martin, Joan, Bosch-Lluis, Xavier, Oudrhiri, Kamal | Brightness Temperature, Freeze/Thaw, Transition Direction | ||
| Estimating Hydrological Regimes from Observational Soil Moisture, Evapotranspiration, and Air Temperature Data | Koster, R. D., Feldman, A. F., Holmes, T. R. H., Anderson, M. C., Crow, W. T., Hain, C. | Brightness Temperature, Surface Soil Moisture | ||
| Evaluation of machine learning algorithms in soil water content prediction at multiple depths | Jain, Shubham, Samanta, Sayantan, Himanshu, Sushil Kumar | Surface Soil Moisture | ||
| Developing a water budget for the Amman-Zarqa basin using water accounting plus and the pixel-based soil water balance model | Amdar, Nafn, Seyoum, Solomon, Al-Bakri, Jawad, Rutten, Martine, Jewitt, Graham, Mul, Marloes | Brightness Temperature, Surface Soil Moisture | ||
| Droughts in the Mekong BasinCurrent situation and future prospects | Kang, Hyunwoo, Sridhar, Venkataramana | Surface Soil Moisture | ||
| Remote Sensing of Drought: Satellite-Based Monitoring Tools for the United States | Wardlow, Brian D., Anderson, Martha A., Tadesse, Tsegaye, Svoboda, Mark S., Fuchs, Brian, Hain, Chris R., Crow, Wade T., Rodell, Matt | Total Surface Precipitation Rate, 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, Root Zone Soil Moisture, Surface Soil Moisture | ||
| Integrating hydrologic modeling and satellite remote sensing to assess the performance of sprinkler irrigation | Zheng, Chaolei, Jia, Li, Menenti, Massimo, Hu, Guangcheng, Lu, Jing, Chen, Qiting, Jiang, Min, Mancini, Marco, Corbari, Chiara | Surface Soil Moisture | ||
| Integrating Precipitation and Soil Moisture Measurements to Understand Landslide Movements along Alabama Highways | Rahimikhameneh, Leila, Alvarez Reyna, Abraham, Montgomery, Jack, ODonnell, Frances | Surface Soil Moisture | ||
| Integration of Sentinel-1A Radar and SMAP Radiometer for Soil Moisture | Arab, Saeed, Easson, Greg, Ghaffari, Zahra | Brightness Temperature, Soil Moisture/Water Content | ||
| Interpreting effective hydrologic depth estimates derived from soil moisture remote sensing: A Bayesian non-linear modeling approach | Kim, Hyunglok, Crow, Wade T. | Brightness Temperature, Surface Soil Moisture | ||
| Joint assimilation of satellite-based surface soil moisture and vegetation conditions into the Noah-MP land surface model | Heyvaert, Zdenko, Scherrer, Samuel, Dorigo, Wouter, Bechtold, Michel, De Lannoy, Gabrielle | Brightness Temperature, Surface Soil Moisture | ||
| Optimal index insurance and basis risk decomposition: an application to | Stigler, Matthieu, Lobell, David | Brightness Temperature, Soil Moisture/Water Content | ||
| Modeling natural forage dependent livestock production in arid and semi-arid regions: analysis of seasonal soil moisture variability and environmental factors | Kassa, Semu Mitiku, Asfaw, Manalebish Debalike, Ejigu, Amsalework Ayele, Tsidu, Gizaw Mengistu | Surface Soil Moisture | ||
| Modelling forest road trafficability with satellite-based soil moisture | Fjeld, Dag, Persson, Magnus, Fransson, Johan E.S., Bjerketvedt, Jan, Brathen, Martin | Brightness Temperature, Soil Moisture/Water Content | ||
| Neglect of Potential Seasonal Streamflow Forecasting Skill in the United | Crow, Wade T., Koster, Randal D., Reichle, Rolf H., Chen, Fan, Liu, Qing | Brightness Temperature, Surface Soil Moisture, Root Zone Soil Moisture | ||
| Improving weather forecast skill of the Korean Integrated Model by assimilating Soil Moisture Active Passive soil moisture anomalies | Kwon, Yonghwan, Jun, Sanghee, Kim, Eunkyu, Seol, KyungHee, Hong, Seokmin, Kwon, InHyuk, Kang, JeonHo, Kim, Hyunglok | Brightness Temperature, Surface Soil Moisture | ||
| Wastewater matters: Incorporating wastewater reclamation into a process-based hydrological model (CWatM v1. 08) | Fridman, Dor, Smilovic, Mikhail, Burek, Peter, Tramberend, Sylvia, Kahil, Taher | Root Zone Soil Moisture, Surface Soil Moisture | ||
| The Impact of Satellite Soil Moisture Data Assimilation on the Hydrological Modeling of SWAT in a Highly Disturbed Catchment | Liu, Yongwei, Cui, Wei, Ling, Zhe, Fan, Xingwang, Dong, Jianzhi, Luan, Chengmei, Wang, Rong, Wang, Wen, Liu, Yuanbo | Brightness Temperature, Surface Soil Moisture | ||
| Soil moisture estimation based on FY-3E backscattering data for enhanced daily coverage to SMAP observations in the dawn-dusk orbit | Song, Peilin, Liu, Xiangzhuo, Sun, Ling, Zhai, Xiaochun, Wang, Jiao, He, Liang, Wang, Yuanyuan, Zhang, Yongqiang, Li, Guicai | Brightness Temperature, Surface Soil Moisture |