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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 Sort ascending | Author | Topic | Dataset |
|---|---|---|---|---|
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| Toward the Exploitation of HydroGNSS Coherent Channel: High Sampling | Peng, Jilun, Cardellach, Estel, Li, Weiqiang, Ribo, Serni, Rius, Antonio | Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity, Wind Direction, Wind Speed, Radar Cross-Section, Radar Reflectivity |