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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
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 impact on convective initiation AlNasser, Faisal, Gianotti, Daniel, Entekhabi, Dara Brightness Temperature, Surface Soil Moisture, Vegetation Optical Depth
Soil moisture retrieval with high spatialtemporal resolution via the fusion of CYGNSS and SAR data Chang, Xin, Wang, Qi, Sun, Jiaojiao, Tan, Zuozhu, Li, Dawei, Yu, Kegen Brightness Temperature, SIGMA NAUGHT, 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
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
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
Transformer-Based Modeling of Global Microwave Land Surface Emissivity King, Fraser, Ringerud, Sarah Root Zone Soil Moisture, Surface Soil Moisture, Soil Classification, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation
Tracking water dynamics of a temperate forest under drought and nondrought conditions using active and passive microwave and optical remote sensing Hellwig, Florian M., Fluhrer, Anke, Dubois, Clemence, Schellenberg, Konstantin, Chaparro, David, Zehner, Markus, Klosterhalfen, Anne, Piles, Maria, Schmullius, Christiane, Kunstmann, Harald, Jagdhuber, Thomas Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Snow Grain Size, Snow Cover, Surface Soil Moisture
Understanding deforestation dynamics in Amazonian protected areas through land-use change models informed by conservation discourses Siegel, Katherine J., Mills-Novoa, Megan, Kinnebrew, Eva, Ochoa-Brito, Jose, Shoffner, Elizabeth Brightness Temperature, Soil Moisture/Water Content
Widespread peat carbon losses driven by the 2025 Scottish megafire Schoenecker, Johanna, Baur, Martin J., Kohli, Juliana, Baker, Sarah, Jones, Matthew, Veraverbeke, Sander, Konings, Alexandra G., Pellegrini, Adam F. A. 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
Wind-Driven Regime of GNSS-R Signatures in Northern Lakes for Lake Ice Detection Guo, Zhizhou, Wan, Wei, Liu, Baojian, Wan, Xianci, Zhang, Jie, Hu, Xiuqing, Li, Huan Surface Soil Moisture, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Normalized Difference Vegetation Index (NDVI), Soil Classification, Soil Texture, Surface Roughness
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
Vegetation type, landscape and climate define vegetation water content: implications for sustainable management at Southern Patagonia Jia, Long, Souilla, Julian Rodriguez, Lencinas, Maria Vanessa, Peri, Pablo Luis, Li, Xinwu, Wu, Wenjin, Martinez Pastur, Guillermo J Brightness Temperature, Surface Soil Moisture
Usage of normalized soil moisture for improving the performance of rainfall thresholds along transportation corridors Rahimikhameneh, Leila, Alvarez Reyna, Abraham, Montgomery, Jack, O'Donnell, Frances 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
Age-driven shifts in functional composition and diversity shape ecosystem service provision in agroforestry systems Barbosa, Anthony, Barbosa, Beatriz, Sousa, Tailane Silva, Fares, Ana Luisa Biondi Lima, do Espirito Santo Barbosa, Euciney, Ribeiro, Sabina Cerruto, Schmidt, Fernando Augusto, Teodoro, Grazielle Sales Root Zone Soil Moisture, Surface Soil Moisture
A Semiempirical Modeling for Soil Moisture Retrieval Using High-Resolution SAR Data Xu, Xiaolan, Yueh, Simon, Huang, Huanting, Wang, Tianlin, Das, Narendra, Entekhabi, Dara, Colliander, Andreas 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 satellite-driven approach to estimating delivered irrigation water via SM-based inversion algorithm: A case study of the Doroodzan irrigation district, Iran Afrasiabikia, Peyman, Parvaresh Rizi, Atefeh, Brocca, Luca Brightness Temperature, Surface Soil Moisture
A review of forward modelling and retrieval approaches for forest soil Colliander, Andreas, Schwank, Mike, Zhou, Yiwen, Kurum, Mehmet, Vittucci, Cristina, Tsang, Leung, Roy, Alex, Berg, Aaron Brightness Temperature, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC)
A Physics-Based Feature XGBoost Model for Frozen Ground Surface Reflectance Reconstruction on the Tibetan Plateau Wang, Bo, Li, Kerui, Sheng, Qinghong, Li, Jun, Zhang, Yuejie, Ling, Xiao, Liu, Xiang, Guo, Yichen, Wang, Yihui, Zhu, Yuxin 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
A time series deep learning algorithm for soil moisture retrieval from Sentinel-1 data using Transformer Ndekelu, Lina N., Zhang, Hankui K., Bwangoy, Jean Robert, Henebry, Geoffrey M., Maimaitijiang, Maitiniyazi, Zhang, Xiaoyang, Lumbuenamo, Raymond, Liu, Pang-Wei, Gao, Lun Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
A SMAP-Anchored Sentinel-1 Change Detection Method for 100 m Surface Soil Moisture Mapping with Vegetation-Conditioned Constraints Wang, Yunjia, Sun, Hao, Pei, Haoyu, Gao, Jinhua, Xu, Zhenheng, Wang, Yuxin, Wu, Dan Brightness Temperature, Surface Soil Moisture, SIGMA NAUGHT
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