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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| Sentinel-1 vegetation optical depth retrievals over the international soil moisture network | Lu, Zhixuan, Fan, Lei, Liu, Xiangzhuo, Bai, Xiaojing, Baghdadi, Nicolas, Frappart, Frederic, Zeng, Jiangyuan, De Lannoy, Gabrielle, Peng, Jian, Xing, Zanpin, Li, Xiaojun, Feng, Zhuangzhuang, Li, Xin, Wigneron, Jean-Pierre | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture | ||
| Sequential evolution of Changjiang Diluted Water and its impact on stratification and phytoplankton blooms in the East China Sea during summer 2020 | Lee, SeungWoo, Lee, Dabin, Noh, Suyun, Kim, GoUn, Park, SungHwan, Jeong, JinYong, Lee, Howon, Noh, Jae Hoon, Jeong, Jongmin, Lee, Jaeik, Min, Yongchim, Lee, SuChan, Min, InKi, Choi, JinYong | Salinity | ||
| Short-term satellite soil moisture for agricultural drought | Palagiri, Hussain, Pal, Manali, Maity, Rajib | 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 | ||
| The Simulated Role of the Antecedent Snow and Soil Moisture Conditions on the 1316 March 2021 Dust Storm in East Asia | Letcher, Theodore, LeGrand, Sandra, Sparrow, Kent, Eylander, John | Reflectance, Albedo, Anisotropy, Surface Soil Moisture, Albedo, Snow Cover | ||
| The importance of scale in the definition of uncertainties: how do we best communicate this to data users? | Bulgin, Claire E., Green, Paul, Gruber, Alexander, Macintosh, Claire, Mittaz, Jonathan, Ramsay, Ashley, Rayner, Nick A. | 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 | ||
| Toward the Exploitation of HydroGNSS Coherent Channel: High Sampling | Peng, Jilun, Cardellach, Estel, Li, Weiqiang, Ribo, Serni, Rius, Antonio | Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity, Wind Direction, Wind Speed, Radar Cross-Section, Radar Reflectivity | ||
| Widespread sea surface salinification induced by tropical cyclones over the Changjiang River Plume | Guan, Shoude, Huang, Mengya, Lin, I-I, Wu, Hui, Lin, Yaoting, Wu, Ziyi, Zhang, Yihan, Jin, Fei-Fei, Wang, Weili, Hong, Xin, Li, Cheng, Liu, Zhenmin, Lin, Xiaopei, Zhao, Wei, Tian, Jiwei | Salinity | ||
| Vegetation signal crosstalk present in official SMAP surface soil | Crow, Wade T., Feldman, Andrew F. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, Root Zone Soil Moisture | ||
| VALIDATION OF NUMERICAL MODEL FOR COASTAL CURRENT FIELD IN THE BAY OF BENGAL | NIIMI, Masaki, NAKAGAWA, Yasuyuki, KOSAKO, Taichi, KUSUHARA, Keisuke, TAMURA, Tamotsu, TAKEYASU, Kimika | Reflectance, Salinity | ||
| Two-stage downscaling and correction cascade learning framework for | Li, Jie, Wei, Yingtao, Lin, Liupeng, Yuan, Qiangqiang, Shen, Huanfeng | Brightness Temperature, Surface Soil Moisture, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Albedo, Anisotropy |
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| Unprecedented Carbon Accumulation in the Indian Ocean During 2016-2017 | Zhang, Lin, Liao, Enhui | Salinity, Ocean Surface Salinity | ||
| Understanding flood dynamics in the Indus River Basin: Lessons from the | Aryal, Aashutosh, Kim, Kyung Y., Lakshmi, Venkataraman | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Land Surface Temperature, Emissivity, Surface Soil Moisture, Albedo, Snow Cover |
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| Downscaling soil moisture to sub-km resolutions with simple machine learning ensembles | Poehls, Jeran, Alonso, Lazaro, Koirala, Sujan, Reichstein, Markus, Carvalhais, Nuno | Surface Soil Moisture | ||
| Joint Retrieval of Soil Moisture and Vegetation Properties from GNSS-R Observations: A Preliminary Study | Melebari, Amer, Moghaddam, Mahta | Brightness Temperature, Surface Soil Moisture | ||
| Machine Learning and Deep Learning Applications to GNSS-R for the Retrieval of Soil Moisture and Forest Biomass in View of HydroGNSS | Santi, Emanuele, Pettinato, Simone, Pierdicca, Nazzareno, Izadgoshasb, Hamed, Cordari, Flavio, Guerriero, Leila, Zadeh, Amirreza Khalil | Brightness Temperature, Soil Moisture/Water Content | ||
| Multi-layer grid-scale soil moisture estimation using spatiotemporal deep learning methods with physical constraints | Zhang, Tuantuan, Liang, Zhongmin, Zhou, Jianhong, Shao, Quanxi, Sarukkalige, Ranjan, Lu, Haishen, Zhang, Jiangjiang, Bi, Chenglin, Wang, Jun, Hu, Yiming, Li, Binquan | Brightness Temperature, Surface Soil Moisture | ||
| Lightning density and its coupled covariates within the Continental United States | Eisenacher, Steffen, Fluhrer, Anke, Bliefernicht, Jan, Short Gianotti, Daniel J., Kunstmann, Harald, Jagdhuber, Thomas | Brightness Temperature, Surface Soil Moisture | ||
| Impact of assimilating SMAP observations over land on tropical cyclone representation: A case study of Tropical Cyclone Idai | Kolassa, Jana, Ganeshan, Manisha, McGrathSpangler, Erica L., Reale, Oreste, Reichle, Rolf H., Zhang, Sara Q. | Brightness Temperature | ||
| Applications of InSAR for Monitoring Post-Wildfire Ground Surface Displacements | van der Heijden, Ryan, Ghazanfari, Ehsan, Rizzo, Donna M., Leshchinsky, Ben, Dewoolkar, Mandar | Root Zone Soil Moisture, Surface Soil Moisture | ||
| Assessing the impact of hydro-meteorological factors on tropospheric methane concentration using satellite observations from 2019 to 2024 | Ghosh, Argha, Manna, Sudipta, Mandal, Arnab, Gupta, Akhilesh Kumar | Root Zone Soil Moisture, Surface Soil Moisture | ||
| The Diurnal Variation of L-Band Polarization Index in the U.S. Corn Belt Is Related to Plant Water Stress | Cirone, Richard, Hornbuckle, Brian K. | Surface Soil Moisture | ||
| Soil Surface Roughness in Temperate Forest During SMAPVEX19-22 | Walker, Victoria A., Cosh, Michael H., White, William A., Colliander, Andreas, Kelly, Victoria R., Siqueira, Paul | Brightness Temperature, Soil Moisture/Water Content | ||
| Quasi-global soil moisture and freeze-thaw retrieval using Fengyun-3G GNSS-R observations | Yang, Wentao, Guo, Fei, Zhang, Xiaohong, Zhang, Zhiyu, Zhu, Yifan, Li, Zheng, Wu, Ziheng, Mei, Dengkui | Brightness Temperature, Freeze/Thaw, Transition Direction | ||
| Value of microwave soil moisture and thermal-infrared evapotranspiration retrievals for the mapping of irrigation coverage | Crow, Wade T., Anderson, Martha C., Volk, John M., Colliander, Andreas | Brightness Temperature, Surface Soil Moisture | ||
| Real-time estimation of SMAP soil moisture in mountainous areas and its impact on rainfall-runoff simulation | An, Huicong, Ouyang, Chaojun, Chen, Xiaoqing | Brightness Temperature, Surface Soil Moisture |