Browse a list of published papers that cite data collected by NASA's Cyclone Global Navigation Satellite System (CYGNSS).
| Title | Year Sort ascending | Author | Topic | Dataset |
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| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| Variable-Rate DDM Compression Using Modulated Autoencoder with Window-Based Attention | Chen, Chun-Han, Lee, Pei-Jun | SENSOR COUNTS | ||
| 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 | ||
| 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 |
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| 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 | ||
| 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 |
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| 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 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| A Method for Estimating and Partitioning the Covariance of Wind Speed Observation Error from GNSS Reflectometry | Powell, C. E., Ruf, C. S. | Radar Cross-Section, Radar Reflectivity | ||
| A Simplified Model for Simulating Complex Signals in GNSS-Reflectometry over Land | Peng, Jilun, Cardellach, Estel, Li, Weiqiang | Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity | ||
| 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 | ||
| Remotely Sensed High-Resolution Soil Moisture and Evapotranspiration: | Huang, Jingyi, Sehgal, Vinit, Alvarez, Laura V., Brocca, Luca, Cai, Shuohao, Cheng, Rui, Cheng, Xinghua, Du, Jinyang, El Masri, Bassil, Endsley, K. Arthur, Fang, Yilin, Hu, Jie, Jampani, Mahesh, Kibria, Md Golam, Koren, Gerbrand, Li, Lingcheng, Liu, Laibao, Mao, Jiafu, Moreno, Hernan A., Rigden, Angela, Shi, Mingjie, Shi, Xiaoying, Wang, Yaoping, Zhang, Xi, Fisher, Joshua B. | Surface Soil Moisture, Brightness Temperature | ||
| 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 | ||
| Regional classification and logistic regression modeling for surface freeze/thaw detection on the Qinghai-Tibet Plateau using CYGNSS data | He, Jiaxing, Zheng, Nanshan, Ding, Rui, Liu, Xuexi, Ma, Zhiyong | Reflectance, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Radar Cross-Section, Radar Reflectivity | ||
| 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 |