We are in the process of migrating all NASA Earth science data sites into Earthdata from now until end of 2026. Not all NASA Earth science data and resources will appear here until then. Thank you for your patience as we make this transition.
Read about the Web Unification Project
Publications Citing SMAP Data
List of peer-reviewed publications that cite using SMAP data.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
|---|---|---|---|---|
| Buried depth of retained meltwater in polar ice sheets detected by multi-source microwave remote sensing observations | Shang, Xin-Yi, Zheng, Lei, Liang, Qi, Li, Teng, Cheng, Xiao | Brightness Temperature | ||
| 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 | ||
| 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 | ||
| 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 | ||
| Joint Retrieval of Soil Moisture and Vegetation Properties from GNSS-R Observations: A Preliminary Study | Melebari, Amer, Moghaddam, Mahta | 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 | ||
| Spatio-temporal dynamics of L-band zeroth-order vegetation scattering albedo from SMAP observations in tropical forests | Liu, Yuqing, Li, Xiaojun, Ciais, Philippe, Frappart, Frederic, Liu, Xiangzhuo, G. Cosio, Eric, Zheng, Yi, Xing, Zanpin, Wang, Huan, Fan, Lei, Chaubell, Mario Julian, Wigneron, Jean-Pierre | Brightness Temperature, Surface Soil Moisture | ||
| 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) | ||
| 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 | ||
| Reprocessed NOAA SMOPS Blended Soil Moisture Product as a Climate Data Record | Yin, Jifu, Zhan, Xiwu, Liu, Jicheng, Barlage, Michael, Meng, Huan, Kalluri, Satya, Yang, John Xun, Ogden, Fred L., Goldberg, Mitchell D., Zhao, Limin, Cosh, Michael, Ferraro, Ralph R. | Brightness Temperature, Surface Soil Moisture | ||
| Risk Assessment of the 2022 Nigerian Flood Event Using Remote Sensing | Abu, Itohan-Osa, Ibebuchi, Chibuike Chiedozie | Surface Soil Moisture | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| Machine-Learning Based Multi-Layer Soil Moisture Forecasts-An | Du, J., Kimball, J. S., Jencso, K., Hoylman, Z., Brust, C., Ketchum, D., Xu, Y., Lu, H., Sheffield, J. | Land Surface Temperature, Emissivity, Brightness Temperature, Surface Soil Moisture | ||
| Modeling carbon burial along the land to ocean aquatic continuum: | Henry, Daniela, Catalan, Nuria, Obrador, Biel, Marce, Rafael | Carbon, Cation Exchange Capacity, Organic Matter, Soil Organic Carbon (SOC) | ||
| 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 | ||
| Mapping the dynamics of global sea surface nitrate using ocean color data | Shaik, Ibrahim, Nagamani, P.V., Manmode, Yash, Yadav, Sandesh, Degala, Venkatesh, Rao, G. Srinivasa | Salinity | ||
| Linking northeastern North Pacific oxygen changes to upstream surface outcrop variations | Mecking, Sabine, Drushka, Kyla | Salinity | ||
| Inverse Dynamic Parameter Identification for Remote Sensing of Soil Moisture From SMAP Satellite Observations | Zhang, Runze, Watts, Adam C., Alipour, Mohamad | Soil Moisture/Water Content, Soil Temperature | ||
| Influence of SMAP soil moisture retrieval assimilation on runoff estimation across South Asia | Ahmad, Jawairia A., Forman, Bart A., Getirana, Augusto, Kumar, Sujay V. | 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 |
|
|
| High-Resolution Mapping of Soil Moisture by AMSR2 Data Disaggregation Based on Sentinel-1 and Machine Learning | Santi, Emanuele, Baroni, Fabrizio, Fontanelli, Giacomo, Palchetti, Enrico, Paloscia, Simonetta, Pettinato, Simone, Pilia, Simone, Ramat, Giuliano, Santurri, Leonardo | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture |