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Publications Citing SMAP Data

List of peer-reviewed publications that cite using SMAP data.
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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 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
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
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
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
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
Capturing Mesoscale and Submesoscale Ocean Fronts in the Gulf of Mexico Cruz, Ethan, Subrahmanyam, Bulusu Salinity
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
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
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
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
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
RegreSSM: A novel software tool for downscaling the SMAP L3 soil Petropoulos, George P., Detsikas, Spyridon E., Anagnostopoulos, Vasileios, Lekka, Christina Surface Soil Moisture, Brightness Temperature
Synergistic impact of simultaneously assimilating radar-and radiometer-based soil moisture retrievals on the performance of numerical weather prediction systems Kwon, Yonghwan, Jun, Sanghee, Kim, Hyunglok, Seol, Kyung-Hee, Kwon, In-Hyuk, Kim, Eunkyu, Cho, Sujeong Brightness Temperature, Surface Soil Moisture
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
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
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