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Publications Citing SMAP Data

List of peer-reviewed publications that cite using SMAP data.
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A stand-alone framework for predicting spatiotemporal errors in satellite-based soil moisture using tree-based models and deep neural networks Kim, Subin, Kim, Hyunglok, Kwon, Yonghwan, Nguyen, Hoang Hai 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, Land Use/Land Cover Classification, Brightness Temperature, Surface Soil Moisture
A Multimodal Deep Learning Approach for Soil Moisture Downscaling Using Remote Sensing and Weather Data Xu, Yijia, Cai, Shuohao, Huang, Jingyi, Liu, Jiangui, Shang, Jiali, Yang, Zhengwei, Zhang, Zhou Land Surface Temperature, Emissivity, Surface Soil Moisture
A 3 h, 1 km surface soil moisture dataset for the contiguous United States from 2015 to 2023 Yang, Haoxuan, Yang, Jia, Ochsner, Tyson E., Krueger, Erik S., Xu, Mengyuan, Zou, Chris B. Surface Soil Moisture
A Modified Hierarchical Vision Transformer for Soil Moisture Retrieval Yan, Qingyun, Chen, Yuhan, Pan, Yuanjin, Jin, Shuanggen, Huang, Weimin Brightness Temperature, Surface Soil Moisture
A global 400-m high-resolution soil moisture dataset derived from multi-sensor remote sensing observations Fang, Bin, Lakshmi, Venkataraman, Hain, Christopher, Mishra, Vikalp 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, Surface Soil Moisture, Brightness Temperature
A global dataset of remote sensing-based soil critical point and permanent wilting point Xu, Yawei, He, Qing, Lu, Hui, Yang, Kun, Entekhabi, Dara, Short Gianotti, Daniel J. Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, Soil Moisture/Water Content
An approach for good modeling and forecasting of sea surface salinity in Ajibola-James, Opeyemi, Okeke, Francis I. Surface Winds, Salinity, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain
Assessing the Impact of Vegetated Land Cover on Downscaling Satellite Soil Moisture Products Pathira Arachchilage, Kalani R. L., Yeo, In-Young, Han, Shin-Chan, Khaki, Mehdi, Senanayake, Indishe P., Walker, Jeffery P., Dahlhaus, Peter G. Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Soil Moisture/Water Content
Assessing the influence of model inputs on performance of the EMT plus Fischer, Samantha C., Niemann, Jeffrey D., Scalia, Joseph, Bullock, Matthew D., Proulx, Holly E., Kim, Boran, Green, Timothy R., Grazaitis, Peter J. Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Runoff, Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Assessing the capability of Triton GNSS-Reflectometry for land surface hydrological monitoring Setti, Paulo T., Tabibi, Sajad Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Total Surface Water, Brightness Temperature, Surface Soil Moisture
An Innovative Framework for Hourly Satellite Soil Moisture Retrieval via Integrated Spatiotemporal Downscaling Techniques Song, Peilin, Wang, Mengran, Dong, Lixin, Zhao, Tianjie, Zhao, Haigen, Huang, Jingfeng, Yao, Panpan, Zheng, Jingyao, Zhang, Yongqiang Brightness Temperature, Surface Soil Moisture, Root Zone Soil Moisture
Analytical Assessment of GNSS-R Delay Doppler Map Sensitivity to Land Surface Variables Using a Physics-Based Model Melebari, Amer, Campbell, James D., Hodges, Erik, Moghaddam, Mahta Soil Temperature, Soil Moisture/Water Content, Radar Cross-Section, Radar Reflectivity, Brightness Temperature, Surface Soil Moisture
An assessment of seawater desalination impact on salinities in the Nesterov, Oleksandr Salinity
An Autoencoder Architecture for L-Band Passive Microwave Retrieval of Kumawat, Divya, Ebtehaj, Ardeshir, Xu, Xiaolan, Colliander, Andreas, Kumar, Vipin Reflectance, Total Surface Water, Transition Direction, Brightness Temperature, Freeze/Thaw
An Eastern Gulf of Maine Salinity Index for Monitoring Winter Scotian Grodsky, Semyon A., Vandemark, Doug, Levin, Julia C. Salinity
Assimilation of ASCAT Soil Moisture and SMAP Brightness Temperature Observations into the NASA GEOS Land Data Assimilation System Fox, Andrew M., Reichle, Rolf H., Liu, Qing Brightness Temperature, Surface Soil Moisture
Beyond meteorological data: Modelling tree growth with ERA5-Land Schonauer, Marian, Pucher, Christoph, Altman, Jan, Weibacher, Josef, Sprengel, Lars, Rewald, Boris Digital Elevation/Terrain Model (DEM), Climate Adaptation, Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Benchmarking and evaluating the NASA Land Information System (version He, Cenlin, Lin, Tzu-Shun, Mocko, David M., Abolafia-Rosenzweig, Ronnie, Wegiel, Jerry W., Kumar, Sujay V. Albedo, Anisotropy, Brightness Temperature, Surface Soil Moisture
Challenges in Unifying Physically Based and Machine Learning Simulations Ahmad, Shahryar K., Kumar, Sujay V., Draper, Clara, Reichle, Rolf H. Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Humidity, Convection, Surface Winds, Rain, Land Surface Temperature, Brightness Temperature, Surface Soil Moisture
Cascading Spatial Scales in the Hydrological Cycle Over Africa Zhang, Yan, Rigden, Angela Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Brightness Temperature, Surface Soil Moisture
Characterizing precipitation and soil moisture drydowns in Finland using Kouki, Kerttu, Colliander, Andreas Brightness Temperature, Surface Soil Moisture
ClimateServ: An Open Source Earth Observation Climate Data Access Tool Kruskopf, Meryl, Gilliland, Lance, Roberts, Brent, Markert, Amanda, Ashmall, William, Limaye, Ashutosh Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Capturing constraints on boreal gross primary productivity using the Melser, Ramon, Coops, Nicholas C., Wulder, Michael A., Derksen, Chris, Knox, Sara H., Wang, Tongli Reflectance, Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Brightness Temperature, Freeze/Thaw, Transition Direction, Soil Organic Carbon (SOC), Root Zone Soil Moisture, Surface Soil Moisture
Can real-time NDVI observations better constrain SMAP soil moisture Feng, Sijia, Gao, Lun, Qiu, Jianxiu, Liu, Xiaoping, Crow, Wade T., Zhao, Tianjie, Tan, Chao, Wang, Shaohua, Wigneron, Jean-Pierre Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Brightness Temperature, Surface Soil Moisture
Can Typical Land Surface Model Parameterizations Support the Expected Zhou, Jianhong, Dong, Jianzhi, Feng, Huihui, Yang, Kun, Crow, Wade T., Wu, Zhiyong, Tian, Xin, Tian, Jiaxin, Ma, Xiaogang, Jiang, Yaozhi 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, Surface Soil Moisture
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