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.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Spatiotemporal evaluation of downscaled and native high-resolution satellite soil moisture products | Stradiotti, Pietro, Preimesberger, Wolfgang, Piles, Maria, Fan, Dong, Raml, Bernhard, Peng, Jian, Dorigo, Wouter | Surface Soil Moisture | ||
| Spatio-temporal HYDRUS-1D soil water balance simulations as support for precision irrigation in North-Eastern Germany | Wenzel, Jan Lukas, Conrad, Christopher, Mahmood, Talha, Kunz, Matthias, Volk, Martin, Pohlitz, Julia | Surface Soil Moisture | ||
| Soil moisture buffers the impact of precipitation variability on ecosystem productivity | Wang, Huiqi, Bassiouni, Maoya, Kang, Yanghui, Rifai, Sami W., Gherardi, Laureano A., Ukkola, Anna, Keenan, Trevor F. | Soil Classification, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation, Brightness Temperature, Surface Soil Moisture, Photosynthesis, Primary Production, Vegetation Productivity, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Root Zone Soil Moisture |
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| Shrinking groundwater in India's population epicentre | Mizan, Syed Adil, Paswan, Abhilash K., Tiwari, V. M. | Land Use/Land Cover Classification, Brightness Temperature, Surface Soil Moisture | ||
| What is the uncertainty of the uncertainty and (why) does it matter? improving the uncertainty estimates of merged multi-satellite soil moisture data sets | Formanek, Maud, Gruber, Alexander, Stradiotti, Pietro, Dorigo, Wouter | Brightness Temperature | ||
| Validation of high-resolution surface soil moisture time series retrieved by means of SAR interferometry | De Zan, Francesco, Filippucci, Paolo, Brocca, Luca | Surface Soil Moisture | ||
| Transferring soil moisture estimation skills to evapotranspiration and | Feng, Huihui, Zhou, Jianhong, Wu, Zhiyong, Dong, Jianzhi, Zhao, Long, Brocca, Luca, He, Hai | Carbon, Cation Exchange Capacity, Organic Matter, Surface Soil Moisture | ||
| Heavy precipitation-induced Yangtze River runoff greatly regulates heterotrophic prokaryotes production and induces P-limited growth in the northern East China Sea | Baek, Yong-Jae, Kim, Bomina, Youn, Seok-Hyun, Lee, Sang-Heon, Jang, Hyo-Keun, Han, Heejun, Ducklow, Hugh W., Kim, Sung-Han, Hyun, Jung-Ho | Salinity, Surface Winds | ||
| Forecasting Soil Moisture Dynamics from SMAP Observations via Signal Decomposition | Dhinakaran, D., Vijayalakshmi, V., Palpandi, S., Rajesh, R., Selvaraj, D., Pavitra, A. Rehash Rushmi, Salah, Ahmad | Brightness Temperature, Surface Soil Moisture | ||
| From near surface to root zone soil water losses: a new model validated | Martini, Tommaso, Olivero, Aurora, Gentile, Alessio, Gisolo, Davide, Ferraris, Stefano | Root Zone Soil Moisture, Surface Soil Moisture | ||
| Ensemble numerical simulation of permafrost thermal regimes over the Tibetan Plateau using the Flexible Permafrost Model: 19502023 | Sun, Wen, Cao, Bin | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Brightness Temperature, Surface Soil Moisture | ||
| Environmental drivers of bushfire warning categories: insights from official records, meteorology, and drought data in Western Australia | Utamima, Amalia, Kanedi, Fidela Jovita, Sohel, Ferdous | Root Zone Soil Moisture, Surface Soil Moisture | ||
| Divergent Subtropical Forest Functional and Structural Responses to the | Li, Baoni, Liu, Junguo, Wang, Dashan, Liu, Xiaoye, Liang, Shijing, Zhang, Shuyu, Gong, Guoqing, Zeng, Ling, Guo, Zhilin, Ye, Jianhuai, Wang, Chen, Zeng, Zhenzhong | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Surface Soil Moisture | ||
| Downscaling SMAP soil moisture using a hybrid machine-learning algorithm | Singh, Abhilash, Niranjannaik, M., Gaurav, Kumar | Brightness Temperature, Surface Soil Moisture | ||
| On the gap between crop and land surface models: comparing irrigation and other land surface estimates from AquaCrop and Noah-MP over the Po Valley | Busschaert, Louise, Bechtold, Michel, Modanesi, Sara, Massari, Christian, Raes, Dirk, Kumar, Sujay V., De Lannoy, Gabrielle J. M. | Surface Soil Moisture | ||
| Pathways of forward energy cascades in the northern Bay of Bengal | Jagannathan, Arjun, Srinivasan, Kaushik, Damien, Pierre, Molemaker, M. Jeroen, Barkan, Roy, Patnaik, Nikhil, McWilliams, James C., Mathur, Manikandan, Sengupta, Debasis | Surface Winds, Salinity | ||
| PeatDepth-ML: a global map of peat depth predicted using machine learning | Skye, Jade, Melton, Joe R., Goldblatt, Colin, Gallego-Sala, Angela, Garneau, Michelle, Winton, Scott | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Normalized Difference Vegetation Index (NDVI), Vegetation Index, Brightness Temperature, Surface Soil Moisture |
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| Physics-guided deep learning for geostationary satellite-based | Fan, Chunquan, Zhang, Yiru, Chen, Rui, Zhang, Hongguo, Yin, Jianpeng, Li, Yanxi, He, Binbin, Quan, Xingwen | Surface Soil Moisture | ||
| Northwest boundary of the western Pacific subtropical high and its relationship with the soil moisture in southern China during boreal summer | Liu, Binshuo, Zhou, Yang, Lei, Boyang, Sun, Shanlei, Chen, Haishan | Surface Soil Moisture | ||
| Observed physical and biogeochemical variability due to tropical cyclone Mocha using glider observations in the Bay of Bengal | Thangaprakash, V. P., Sureshkumar, N., Srinivas, K. Siva, Chandramouli, A., Theagarajan, Sai, Rajasekhar, Y., Kumar, Virendra, Kumar, M. Ramesh | Salinity | ||
| Improved management reduces carbon losses in semi-arid grasslands: An | Carrascosa, Alejandro, Moreno, Gerardo, Carrara, Arnaud, Nadolski, Laura, Lee, Sung-Ching, Rolo, Victor | Root Zone Soil Moisture, Surface Soil Moisture | ||
| Improving Global Surface Soil Moisture Prediction Through PhysicsGuided Deep Learning and ClusterBased Regionalization | Xi, Xuan, Zhuang, Qianlai | Brightness Temperature, Surface Soil Moisture | ||
| An operational global L-band soil moisture and vegetation optical depth dataset from optimized 40 SMOS brightness temperatures for 20102024 | Xing, Zanpin, Li, Xiaojun, Frappart, Frederic, De Lannoy, Gabrielle, Jagdhuber, Thomas, Peng, Jian, Fan, Lei, Ma, Hongliang, Karthikeyan, Lanka, Liu, Xiangzhuo, Wang, Mengjia, Zhao, Lin, Liu, Yongqin, Wigneron, Jean-Pierre | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Brightness Temperature, Surface Soil Moisture | ||
| Analyzing meteorological effects on crop yield and yield prediction through machine learning with different data partitioning approaches: A case study from Czech Republic | Petrovic, Bojana, Paluba, Daniel, Nofrizal, Adenan Yandra, Kucera, Ales | Root Zone Soil Moisture, Surface Soil Moisture | ||
| Assessing rockbed performance in Deep Winter Greenhouses under varying design parameters and operating conditions | Hoody, Jennifer M., Handeen, Daniel, Schweser, Greg, Wright, Natasha C. | Root Zone Soil Moisture, Surface Soil Moisture |