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Publications Citing SMAP Data

List of peer-reviewed publications that cite using SMAP data.
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Title Year Author Topic Dataset
Assessing SMAP for enhanced wildfire danger prediction in boreal-Arctic ecosystems Bourgeau-Chavez, Laura L., Hanes, Chelene, Billmire, Michael, Bosse, Karl, Battaglia, Michael J., Colliander, Andreas Soil Temperature, Soil Moisture/Water Content, Soil Horizons/Profile, Soil Depth, Active Layer, Brightness Temperature, Surface Soil Moisture
Characteristics and influencing factors of soil moisture memory across Hong, Xu, Jia, Shaofeng, Zhu, Wenbin Brightness Temperature, Surface Soil Moisture, 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
Comparing Sea Surface Salinity Variability from Spaceborne and In Situ Ferola, Antonino Ian, Sabia, Roberto, Cotroneo, Yuri, Cesarano, Cinzia, Olmedo, Estrella, Gonzalez-Gambau, Veronica, Wadhams, Peter, Aulicino, Giuseppe Salinity
Global daily 9 km remotely sensed soil moisture (20152025) with microwave radiative transfer-guided learning Feng, Sijia, Li, Aoyang, Zhou, Rui, Butterbach-Bahl, Klaus, Guan, Kaiyu, Jin, Zhenong, Looms, Majken C., Wang, Sherrie, Igel, Christian, Treat, Claire, Olesen, Jrgen Eivind, Wang, Sheng Brightness Temperature, Surface Soil Moisture, Air Temperature, Soil Moisture/Water Content, Soil Temperature, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Harmonizing terrestrial carbon cycle observations over CONUS NEON sites: Assessing the information contributions of multiple data constraints Zhang, Dongchen, Li, Qianyu, Helgeson, Alexis, Serbin, Shawn P., Dietze, Michael Root Zone Soil Moisture, Surface Soil Moisture, Plant Phenology, Enhanced Vegetation Index (EVI)
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
A fused soil moisture product integrating linear fusion method and error characteristics approach Singh, Anuj, Dhanya, C.T., Saharia, M. Brightness Temperature, Microwave Imagery, Soil Moisture/Water Content, Vegetation Water Content, Surface Soil Moisture
A satellite soil moistureand radar rainfallbased methodology for slope-scale seepagestability modelling of rainfall-induced landslides Jotisankasa, Apiniti, Mapiam, Punpim Puttaraksa, Methaprayun, Monton, Praphatsorn, Washirawat, Torsri, Kritanai, Supavetch, Soravis, Soralump, Suttisak, Linnebach, Jonathan, Bogaard, Thom Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
A socio-hydrological system analysis to classify the state of water insecurity in the Awash River Basin, Ethiopia Gebrehiwot, S G, Birhanu, B, Legasse, A M, Tessema, B G, Breuer, L 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
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
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
Capturing Mesoscale and Submesoscale Ocean Fronts in the Gulf of Mexico Cruz, Ethan, Subrahmanyam, Bulusu Salinity
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
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
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
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
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
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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