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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
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
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
AI Insights for Wind Speed Retrieval from GNSS Reflectometry Xiao, Tianqi, Wickert, Jens, Asgarimehr, Milad Radar Cross-Section, Radar Reflectivity
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
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
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
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
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
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
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
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
Beyond SMAP: Can GNSSR Platforms Ensure Continuity of Global Soil Moisture Observations? Jalilvand, Ehsan, Kumar, Sujay V., Bindlish, Rajat, Wegiel, Jerry W., Kurum, Mehmet, Kim, Hyunglok, Liu, PangWei, Navari, Mahdi Brightness Temperature, Surface Soil Moisture, Soil Moisture/Water Content
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
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
Unraveling the invisible threat of microplastics to Lakshadweep Coral Praved, P. Hari, Sreeraj, P., Neethu, K.V., Nandan, S. Bijoy, Ravindran, Suraj, Marigoudar, S.R. MICROPLASTIC CONCENTRATION
Investigation of the global influence of surface roughness on spaceborne GNSSR observations Rahmani, Mina, Asgari, Jamal, Asgarimehr, Milad, Wickert, Jens Land Use/Land Cover Classification, Radar Cross-Section, Radar Reflectivity, Brightness Temperature, Soil Moisture/Water Content
Multimodal GNSS-R self-supervised learning as a generalist Earth surface Zhao, Daixin, Heidler, Konrad, Asgarimehr, Milad, Albrecht, Conrad M., Wickert, Jens, Zhu, Xiao Xiang, Mou, Lichao Radar Cross-Section, Radar Reflectivity
Measuring river slope using spaceborne GNSS reflectometry: Methodology and first performance assessment Wang, Yang, Morton, Y. Jade, Minear, J. Toby, Putnam, Alexa, Conrad, Alex, Axelrad, Penina, Nerem, R. Steven, Warnock, April, Ruf, Christopher, Moreira, Daniel Medeiros, Talpe, Matthieu Rivers/Streams, Surface Water Processes/Measurements, Lakes/Reservoirs, Radar Cross-Section, Radar Reflectivity, SENSOR COUNTS
Limited evidence that tropical inundation and precipitation powered the 20202022 methane surge Xiong, Ying, Kort, Eric A., Bloom, A. Anthony, Gerlein-Safdi, Cynthia, Pu, Tianjiao, Bilir, Eren Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow, METHANE FLUX, Surface Water Processes/Measurements
Ocean Surface Wind Speed Estimation From GNSS-R Data Using Physics-Informed Attention-Aided Convolutional Neural Network Qiao, Xin, Huang, Weimin Radar Cross-Section, Radar Reflectivity
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
Spaceborne GNSS-R Bistatic Radar Remote Sensing, CYGNSS, and Future Missions Ruf, Christopher, Gleason, Scott Soil Moisture/Water Content, Surface Water Processes/Measurements
Spaceborne GNSS-R soil moisture retrieval from GPS/BDS-3/Galileo satellites Zhu, Yifan, Guo, Fei, Zhang, Xiaohong Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs
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