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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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Spaceborne GNSS-R soil moisture retrieval from GPS/BDS-3/Galileo satellites Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs
Toward the Exploitation of HydroGNSS Coherent Channel: High Sampling Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity, Wind Direction, Wind Speed, Radar Cross-Section, Radar Reflectivity
Unraveling the invisible threat of microplastics to Lakshadweep Coral MICROPLASTIC CONCENTRATION
Analytical Assessment of GNSS-R Delay Doppler Map Sensitivity to Land Surface Variables Using a Physics-Based Model Soil Temperature, Soil Moisture/Water Content, Radar Cross-Section, Radar Reflectivity, Brightness Temperature, Surface Soil Moisture
A Simplified Model for Simulating Complex Signals in GNSS-Reflectometry over Land Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity
A Method for Estimating and Partitioning the Covariance of Wind Speed Observation Error from GNSS Reflectometry Radar Cross-Section, Radar Reflectivity
Assessing the capability of Triton GNSS-Reflectometry for land surface hydrological monitoring Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Total Surface Water, Brightness Temperature, Surface Soil Moisture
CNN-SENet: a GNSS-R ocean wind speed retrieval model integrating CNN and SENet attention mechanism Radar Cross-Section, Radar Reflectivity, Wind Direction, Wind Speed
Collaborative Development of A CYGNSS Flood Product for Enhanced Radar Cross-Section, Radar Reflectivity
Attention Enhanced ResNet for Ocean Surface Wind Speed Retrieval Using CYGNSS Observables Radar Cross-Section, Radar Reflectivity, Surface Winds, Surface Winds
CYGNSS Satellite Sampling of Surface Heat Fluxes Across Atmospheric Wind Direction, Wind Speed, Heat Flux, Sea Surface Temperature
Enhanced CyGNSS Soil Moisture Retrieval Validated by In-Situ Data in Soil Moisture/Water Content
Enhancing Soil Moisture Estimates through the Fusion of SMAP and GNSS-R Data at 3-km Resolution for Daily Mapping Land Use/Land Cover Classification, Radar Cross-Section, Radar Reflectivity, Wind Direction, Wind Speed
A fast and efficient method to estimate inland water levels using CYGNSS Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Radar Cross-Section, Radar Reflectivity, Terrain Elevation
Evaluating Feature Impact on Ocean Wind Speed Predictions: An Application of Explainable AI to GNSS Reflectometry Data Radar Cross-Section, Radar Reflectivity
Evaluation of SMAP and CYGNSS Soil Moistures in Drought Prediction Using Multiple Linear Regression and GLDAS Product 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, Total Surface Precipitation Rate, Brightness Temperature, SIGMA NAUGHT
Just How River-Like Are Atmospheric Rivers? Heat Flux, Sea Surface Temperature
Pan-tropical daily L-band microwave land surface emissivity retrieval from GNSS-R observations Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Surface Soil Moisture, Brightness Temperature
Machine Learning-Based Soil Moisture Retrieval Using CYGNSS and Interpolated SMAP Data Radar Cross-Section, Radar Reflectivity
Spatially Interpolated CYGNSS Data Improve Downscaled 3 km SMAP/CYGNSS Reflectance, Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity, Flight Data Logs, Soil Moisture/Water Content, Soil Temperature
Potential Earthquake Proxies from Remote Sensing Data Radar Cross-Section, Radar Reflectivity
Research on Sea Surface Wind Speed FM Based on CYGNSS and HY-2B Microwave Scatterometer Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs
Spaceborne GNSS-Reflectometry for Surface Water Mapping in the Amazon Basin Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Radar Cross-Section, Radar Reflectivity
Signal coherence and water detection algorithms for the ESA HydroGNSS mission Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Surface Soil Moisture, SENSOR COUNTS
Using CYGNSS and L-band Radiometer Observations to Retrieve Surface Water Fraction: A Case Study of the Catastrophic Flood of 2022 in Pakistan Total Surface Precipitation Rate, Reflectance, Radar Cross-Section, Radar Reflectivity, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Brightness Temperature, Surface Soil Moisture