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Publications Citing CYGNSS Data

Browse a list of published papers that cite data collected by NASA's Cyclone Global Navigation Satellite System (CYGNSS).

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Title Year Author Topic Dataset
20192024 trends in African livestock and wetland emissions as contributors to the global methane rise Balasus, Nicholas, Jacob, Daniel J., Bloom, A. Anthony, East, James D., Estrada, Lucas A., Hancock, Sarah E., He, Megan, Mooring, Todd A., Turner, Alexander J., Worden, John R. Surface Water Processes/Measurements
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 Framework for Winter Wheat Soil Moisture Retrieval Based on UAV Remote Sensing and AutoML Zhong, Daokuan, Li, Caixia, Li, Shenglin, Kanneh, James E., Zhu, Pengyuan, Liu, Hao, Song, Ni, Ning, Huifeng, Sun, Chitao Soil Moisture/Water Content
Automated Machine Learning-Based Detection of Marine Plastic Pollution Using Sentinel-2 Imagery and Google Earth Engine Along the Odisha Coastline Ranjan, Kumar, Areendran, Gopala, Raj, Krishna, C. S., Abhijitha MICROPLASTIC CONCENTRATION
Datasets for wind energy forecasting applications: A comprehensive Akhtar, Rabbaya, Mohammadi-Ivatloo, Behnam, Lassila, Jukka Convergence/Divergence, Vorticity, Surface Winds, Wind Stress, WIND VELOCITY/SPEED, Ocean Currents, Planetary Boundary Layer Height, Sea Surface Temperature, Surface Temperature, Surface Winds, Air Temperature, Precipitation Rate, Wind Direction, Relative Humidity, Surface Winds, Surface Winds, Radar Cross-Section, Surface Winds, Radar Reflectivity, Surface Winds, Sea Surface Temperature, Sea Surface Temperature
Enhancing 3 km soil moisture retrieval: data fusion of SMAP brightness temperature with GNSS-R reflectivity from Spire and CYGNSS Li, Ming, Zhang, Jiahua, Braun, John J, Weiss, Jan-Peter, Sleziak-Sallee, Maggie Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, Radar Cross-Section, Radar Reflectivity
Gap-free GNSS-R wind field reconstruction: A neural mapping scheme and initial validation Du, Hao, Fablet, Ronan, Nguyen, Thi Thuy Nga, Li, Weiqiang, Cardellach, Estel, Chapron, Bertrand Radar Cross-Section, Surface Winds, Surface Winds
Global methane emissions rebounded in 2024 despite a deceleration in atmospheric growth Wang, Yilong, Zhao, Min, Tian, Xiangjun, Yuan, Wenping, Li, Tingting, Zhu, Qiuan, Wang, Tao, Wang, Kai, Huang, Miao, Wei, Renyu, Liu, Zhongwei, Zhang, Zihan, Piao, Shilong Surface Water Processes/Measurements
GNSS Reception at the Moon: First Results of the Lunar GNSS Receiver Experiment (LuGRE) Parker, Joel J. K., Dovis, Fabio, Konitzer, Lauren, Esantsi, Nathan, Ashman, Benjamin, Minetto, Alex, Nardin, Andrea, Vouch, Oliviero, Zocca, Simone, Bernardi, Fabio, Boschiero, Matilde, Fantinato, Samuele, Miotti, Efer, Facchinetti, Claudia, Musmeci,, Mario, Varacalli, Giancarlo Radar Cross-Section, Radar Reflectivity
Quantitative Analysis of Terrain Controls on Land GNSS-R Coherence Yan, Qingyun, Bu, Yuxin, Pan, Yuanjin, Jin, Shuanggen, Huang, Weimin Radar Cross-Section, Radar Reflectivity
MultTransNet: A Novel Multimodal Transformer Network for Retrieving Significant Wave Height Using GNSS-R Data Cui, Yinghua, Cai, Min, Du, Yuxuan, He, Shanbao Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs
Optimal Planning and Machine Learning for Responsive Tracking and Enhanced Forecasting of Wildfires Using a Spacecraft Constellation Roy-Singh, Sreeja, Ravindra, Vinay, Levinson, Richard, Moghaddam, Mahta, Mandel, Jan, Kochanski, Adam, Caus, Angel Farguell, Nelson, Kurtis, Taleghan, Samira Alkaee, Kannan, Archana, Melebari, Amer Soil Moisture/Water Content
Variable-Rate DDM Compression Using Modulated Autoencoder with Window-Based Attention Chen, Chun-Han, Lee, Pei-Jun SENSOR COUNTS
AI Insights for Wind Speed Retrieval from GNSS Reflectometry Xiao, Tianqi, Wickert, Jens, Asgarimehr, Milad Radar Cross-Section, Radar Reflectivity
An Estimate of Effective Resolution for CYGNSS Surface Water Detection Revealed by Comparison with Multi-sensor Optical Data Bonnema, Matthew, David, Cedric H., Downs, Brandi, Loria, Eric, Morris, Mary, Nguyen, Hai Radar Cross-Section, Radar Reflectivity
CNN-SENet: a GNSS-R ocean wind speed retrieval model integrating CNN and SENet attention mechanism Xia, Yimin, Guan, Dongliang, Zhou, Zhiling Radar Cross-Section, Radar Reflectivity, Wind Direction, Wind Speed
Collaborative Development of A CYGNSS Flood Product for Enhanced Downs, Brandi, Kettner, Albert J., Kruczkiewicz, Andrew, Rodriguez-Alvarez, Nereida, Zuffada, Cinzia, Amparore, Andrea, Ginnetti, Justin, Gunn, Neil, Ker, Hannah, Ndiaye, Ousmane, Prades, Lara Radar Cross-Section, Radar Reflectivity
Attention Enhanced ResNet for Ocean Surface Wind Speed Retrieval Using CYGNSS Observables Zhu, Yongchao, Lu, Qiuling, Ge, Maorong, Qu, Xiaochuan, Tao, Tingye, Yu, Kegen, Li, Shuiping Radar Cross-Section, Radar Reflectivity, Surface Winds, Surface Winds
CYGNSS Satellite Sampling of Surface Heat Fluxes Across Atmospheric Asharaf, Shakeel, Guan, Bin, Waliser, Duane E. Wind Direction, Wind Speed, Heat Flux, Sea Surface Temperature
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
Enhanced CyGNSS Soil Moisture Retrieval Validated by In-Situ Data in Arellana, Javier, Grings, Francisco, Franco, Mariano Soil Moisture/Water Content
Enhancing Soil Moisture Estimates through the Fusion of SMAP and GNSS-R Data at 3-km Resolution for Daily Mapping Setti, Paulo T., Tabibi, Sajad Land Use/Land Cover Classification, Radar Cross-Section, Radar Reflectivity, Wind Direction, Wind Speed
Hybrid CNN-Transformer Network With a Weighted MSE Loss for Global Sea Surface Wind Speed Retrieval From GNSS-R Data Qiao, Xin, Yan, Qingyun, Huang, Weimin Radar Cross-Section, Radar Reflectivity
Recent Development and Innovative Tools for Climate and Hydrological Data Collection and Analysis in the Abbay Basin Getaneh, Yonas, Abera, Wuletawu, Ayehu, Getachew Tesfaye, Tibebe, Degefie, Tamene, Lulseged Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Land Use/Land Cover Classification, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Soil Moisture/Water Content
Retrieval of Sea Surface Wind Speed From CYGNSS Data in Tropical Cyclone Conditions Using Physics-Guided Artificial Neural Network and Storm-Centric Coordinate Information Jia, Tong, Xu, Jing, Weng, Fuzhong, Huang, Feixiong Radar Cross-Section, Radar Reflectivity, Wind Direction, Wind Speed
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