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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 |
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| Using CYGNSS and L-band Radiometer Observations to Retrieve Surface Water Fraction: A Case Study of the Catastrophic Flood of 2022 in Pakistan | Ma, Zhongmin, Zhang, Shuangcheng, Liu, Qi, Feng, Yanming, Guo, Qinyu, Zhao, Hebin, Feng, Yuxuan | Total Surface Precipitation Rate, Reflectance, Radar Cross-Section, Radar Reflectivity, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain |
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| Diurnal cycle of wind speed and precipitation over the northern Australia coastal region: CYGNSS observations | Bui, Hien X., Maloney, Eric D., Short, Ewan, Riley Dellaripa, Emily M. | Surface Winds, Surface Winds, Wind Direction, Wind Speed, Heat Flux, Sea Surface Temperature, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Exploiting Frequency-Domain Information of GNSS Reflectometry for Sea Surface Wind Speed Retrieval | Chen, Keran, Zhou, Yuan, Li, Shuoshi, Wang, Ping, Li, Xiaofeng | Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Surface Winds, Surface Winds | ||
| Evaluation of Spire GNSS-R reflectivity from multiple GNSS constellations for soil moisture estimation | Setti, Paulo T., Tabibi, Sajad | Radar Cross-Section, Radar Reflectivity, Soil Moisture/Water Content | ||
| GNSS-R Ocean Wind Speed Retrieval Algorithm Based on Fusing Frequency Domain Information | Liu, Hongchen, Hou, Yonghong, Jiang, Shuang, Huang, Meiyan, Qu, Hongbo | Radar Cross-Section, Surface Winds, Surface Winds, SIGMA NAUGHT | ||
| Incidence Angle Normalization of Spaceborne GNSS-R Surface Reflectivity for Soil Moisture Retrieval | Setti, Paulo T., Tabibi, Sajad | Radar Cross-Section, Radar Reflectivity | ||
| Assessing the soil moisture-precipitation feedback in Australia: CYGNSS observations | Bui, Hien X, Li, Yi-Xian, Sherwood, Steven C, Reid, Kimberley J, Dommenget, Dietmar | Soil Moisture/Water Content, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Development and Application of a GNSS-R Error Model for Hurricane Winds | Balasubramaniam, Rajeswari, Ruf, Christopher S. | Surface Winds, Surface Winds | ||
| DDM-Former: Global Ocean Wind Speed Retrieval with Transformer Networks | Zhao, Daixin, Heidler, Konrad, Asgarimehr, Milad, Arnold, Caroline, Xiao, Tianqi, Wickert, Jens, Zhu, Xiao Xiang, Mou, Lichao | Radar Cross-Section, Radar Reflectivity | ||
| DDM-Former: Transformer networks for GNSS reflectometry global ocean wind speed estimation | Zhao, Daixin, Heidler, Konrad, Asgarimehr, Milad, Arnold, Caroline, Xiao, Tianqi, Wickert, Jens, Zhu, Xiao Xiang, Mou, Lichao | Radar Cross-Section, Radar Reflectivity | ||
| The Diurnal Cycle of East Pacific Convection, Moisture, and CYGNSS Wind Speed and Fluxes | Riley Dellaripa, Emily M., Maloney, Eric D., DeMott, Charlotte A. | Wind Direction, Wind Speed, Heat Flux, Sea Surface Temperature, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain |
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| Studying Brown Ocean ReIntensification of Hurricane Florence Using CYGNSS and SMAP Soil Moisture Data and a Numerical Weather Model | Li, Zhi, Tiwari, Alka, Sui, Xinxin, Garrison, James, Marks, Frank, Niyogi, Dev | Soil Moisture/Water Content | ||
| Surface wind speeds and enthalpy fluxes during tropical cyclone formation from easterly waves: A CYGNSS view | Aiyyer, Anantha, Schreck, Carl | Heat Flux, Sea Surface Temperature, Wind Direction, Wind Speed | ||
| Single-Pass Tropical Cyclone Detector and Scene-Classified Wind Speed Retrieval Model for Spaceborne GNSS Reflectometry | Wang, Feng, Zhang, Guodong, Yang, Dongkai, Kuang, Hui | SENSOR COUNTS, Radar Cross-Section, Radar Reflectivity | ||
| Tropical Cyclone Winds Retrieval Algorithm for the Cyclone Global Navigation Satellite System Mission | Li, Xiaohui, Yang, Jingsong, Wang, Jiuke, Huang, Feixiong, Fang, He, Han, Guoqi, Xiao, Qingmei, Li, Weiqiang | Wind Direction, Wind Speed | ||
| Weekly mapping of surface water extent in the intertropical wetlands using spaceborne GNSS reflectometry | Zeiger, Pierre, Frappart, Frederic, Darrozes, Jose, Prigent, Catherine, Jimenez, Carlos, Bourrel, Luc | Radar Cross-Section, Radar Reflectivity | ||
| A Deep-Learning Approach to Soil Moisture Estimation with GNSS-R | Roberts, Thomas Maximillian, Colwell, Ian, Chew, Clara, Lowe, Stephen, Shah, Rashmi | Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Normalized Difference Vegetation Index (NDVI), Soil Classification, Soil Texture, Surface Roughness, SENSOR COUNTS | ||
| Intercomparison of electromagnetic scattering models for delay-Doppler maps along a CYGNSS land track with topography | Campbell, James D., Akbar, Ruzbeh, Bringer, Alexandra, Comite, Davide, Dente, Laura, Gleason, Scott T., Guerriero, Leila, Hodges, Erik, Johnson, Joel T., Kim, Seung-Bum, Melebari, Amer, Pierdicca, Nazzareno, Ruf, Christopher S., Tsang, Leung, Wang, Tianlin, Xu, Haokui, Zhu, Jiyue, Moghaddam, Mahta | Soil Temperature, Soil Moisture/Water Content, SIGMA NAUGHT, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Normalized Difference Vegetation Index (NDVI), Soil Classification, Soil Texture, Surface Roughness, Radar Cross-Section, Radar Reflectivity, Flight Data Logs, Radar Cross-Section, Radar Reflectivity |
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| Information fusion for GNSS-R wind speed retrieval using statistically modified convolutional neural network | Guo, Wenfei, Du, Hao, Guo, Chi, Southwell, Benjamin J., Cheong, Joon Wayn, Dempster, Andrew G. | Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs | ||
| Evaluation of CYGNSS Observations for Snow Properties, a Case Study in Tibetan Plateau, China | Ma, Wenxiao, Huang, Lingyong, Wu, Xuerui, Jin, Shuanggen, Bai, Weihua, Li, Xuanran | Land Use/Land Cover Classification, Radar Cross-Section, Radar Reflectivity | ||
| Exploring CYGNSS mission for surface heat flux estimates and analysis over tropical oceans | Li, Xiaohui, Yang, Jingsong, Yan, Yunwei, Li, Weiqiang | Surface Winds, Surface Winds, Wind Direction, Wind Speed, Heat Flux, Sea Surface Temperature, Radar Cross-Section | ||
| GNSS reflectometry global ocean wind speed using deep learning: Development and assessment of CyGNSSnet | Asgarimehr, Milad, Arnold, Caroline, Weigel, Tobias, Ruf, Chris, Wickert, Jens | Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Surface Winds, Surface Winds | ||
| GNSS-R Soil Moisture Retrieval for Flat Vegetated Surfaces Using a Physics-Based Bistatic Scattering Model and Hybrid Global/Local Optimization | Azemati, Amir, Melebari, Amer, Campbell, James D., Walker, Jeffrey P., Moghaddam, Mahta | Radar Cross-Section, Radar Reflectivity | ||
| An Improved Blackbody Calibration Cadence for CYGNSS | Powell, C. E., Ruf, Christopher S., Russel, Anthony | Radar Cross-Section, Radar Reflectivity, Surface Winds, Surface Winds, SIGMA NAUGHT, Radar Reflectivity, Radar Cross-Section | ||
| A Probabilistic Approach to Mapping Inland Water Bodies with GNSS-R | Morris, Mary, Nguyen, Hai, Bonnema, Matthew, David, Cedric H., Loria, Eric | Radar Cross-Section, Radar Reflectivity | ||
| Characterization and Calibration of Spaceborne GNSS-R Observations Over the Ocean From Different BeiDou Satellite Types | Huang, Feixiong, Xia, Junming, Yin, Cong, Bai, Weihua, Sun, Yueqiang, Du, Qifei, Wang, Xianyi, Cai, Yuerong, Duan, Lichang | Radar Cross-Section, Surface Winds, Surface Winds, SIGMA NAUGHT, Radar Reflectivity, Radar Cross-Section | ||
| Analysis of CYGNSS coherent reflectivity over land for the characterization of pan-tropical inundation dynamics | Zeiger, Pierre, Frappart, Frederic, Darrozes, Jose, Prigent, Catherine, Jimenez, Carlos | Radar Cross-Section, Radar Reflectivity | ||
| Analysis of Mode Transition in a Rotating Detonation Engine Combustor | Hasti, Veeraraghava Raju, Attal, Nitesh O., Kumar, Gaurav | Radar Cross-Section, Radar Reflectivity | ||
| Detection and Mitigation of Radio Frequency Interference in GNSS-R Data | Wu, Kahn-Bao, Morton, Y. Jade, Chew, Clara | Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, SENSOR COUNTS | ||
| CYGNSS Flood Applications to Support the United Nations Sustainable Development Goals | Wilson-Downs, Brandi, Kettner, Albert J., Brakenridge, G. Robert, O'Brien, Andrew, Zuffada, Cinzia | Land Use/Land Cover Classification, Radar Cross-Section, Radar Reflectivity | ||
| CYGNSS GNSS-R Data for Inundation Monitoring in the Brazilian Pantanal Wetland | De Tarso Setti, Paulo, Tabibi, Sajad, Van Dam, Tonie | Radar Cross-Section, Radar Reflectivity | ||
| Retrieval and Assessment of Significant Wave Height from CYGNSS Mission Using Neural Network | Wang, Feng, Yang, Dongkai, Yang, Lei | Radar Cross-Section, Radar Reflectivity | ||
| The potential of spaceborne GNSS reflectometry for detecting ocean surface currents | Hoseini, Mostafa, Nahavandchi, Hossein | Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs | ||
| Standard Deviation of Spaceborne GNSS-R Ocean Scatterometry Measurements | Nan, Yang, Li, Weiqiang, Ye, Shirong, Du, Hao, Cardellach, Estel, Rius, Antonio, Liu, Jingnan | Radar Cross-Section, Radar Reflectivity, Surface Winds, Surface Winds, SIGMA NAUGHT, Radar Reflectivity, Radar Cross-Section | ||
| Stokes Parameters Retrieval and Calibration of Hybrid Compact Polarimetric GNSS-R Signals | Munoz-Martin, Joan Francesc, Rodriguez-Alvarez, Nereida, Bosch-Lluis, Xavier, Oudrhiri, Kamal | Radar Cross-Section, Radar Reflectivity | ||
| Sea surface wind speed retrieval based on empirical orthogonal function analysis using 20192020 CYGNSS data | Wu, Jianming, Chen, Yanling, Guo, Peng, Wang, Xiaoya, Hu, Xiaogong, Wu, Mengjie, Li, Fenghui, Fu, Naifeng, Hao, Yanzhen | Surface Winds, Surface Winds | ||
| Updates on CYGNSS Ocean Surface Wind Validation in the Tropics | Asharaf, Shakeel, Posselt, Derek J., Said, Faozi, Ruf, Christopher S. | Radar Cross-Section, Surface Winds, Surface Winds, SIGMA NAUGHT, Radar Reflectivity, Radar Cross-Section, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain |
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| Extensive Remineralization of PeatlandDerived Dissolved Organic Carbon and Ocean Acidification in the Sunda Shelf Sea, Southeast Asia | Zhou, Yongli, Evans, Christopher D., Chen, Yuan, Chang, Kristy Y. W., Martin, Patrick | Radar Cross-Section, Surface Winds, Surface Winds, SIGMA NAUGHT | ||
| First assessment of CyGNSS-incorporated SMAP sea surface salinity retrieval over pan-tropical ocean | Liu, Baojian, Wan, Wei, Guo, Zhizhou, Ji, Rui, Wang, Tsechun, Tang, Guoqiang, Cui, Yaokui, Hong, Yang | Surface Winds, Salinity, Surface Winds, Surface Winds | ||
| First attempt of global-scale assimilation of subdaily scale soil moisture estimates from CYGNSS and SMAP into a land surface model | Kim, Hyunglok, Lakshmi, Venkataraman, Kwon, Yonghwan, Kumar, Sujay V | Soil Moisture/Water Content | ||
| First spaceborne demonstration of BeiDou-3 signals for GNSS reflectometry from CYGNSS constellation | LI, Weiqiang, CARDELLACH, Estel, RIBO, Serni, RIUS, Antonio, ZHOU, Bo | Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs | ||
| Evaluation of the Land GNSS-Reflected DDM Coherence on Soil Moisture | Dong, Zhounan, Jin, Shuanggen | Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs | ||
| GNSS-R Delay/Doppler Map Compression Method Using a Denoising Convolutional Autoencoder | Du, Hao, Min, Rong, Guo, Wenfei | Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs | ||
| Improving representation of tropical wetland methane emissions with CYGNSS inundation maps | GerleinSafdi, Cynthia, Bloom, A. Anthony, Plant, Genevieve, Kort, Eric A., Ruf, Christopher S. | Wetlands, Methane, Emissions, Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs | ||
| Improved CYGNSS Wind Speed Retrieval Using Significant Wave Height | Pascual, Daniel, Clarizia, Maria Paola, Ruf, Christopher S. | Radar Cross-Section, Surface Winds, Surface Winds, SIGMA NAUGHT, Radar Reflectivity, Radar Cross-Section | ||
| An Evaluation of NOAA CyGNSS Winds Derived from v3. 0 CyGNSS Normalized Bistatic Radar Cross Section | Said, Faozi, Jelenak, Zorana, Chang, Paul S. | Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs | ||
| Analysis of coastal wind speed retrieval from CYGNSS mission using artificial neural network | Li, Xiaohui, Yang, Dongkai, Yang, Jingsong, Zheng, Gang, Han, Guoqi, Nan, Yang, Li, Weiqiang | Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Surface Winds, Surface Winds | ||
| CYGNSS observations and analysis of low-latitude extratropical cyclones | Crespo, Juan A., Naud, Catherine M., Posselt, Derek J. | Surface Winds, Surface Winds, Heat Flux, Sea Surface Temperature | ||
| Opportunity for GNSS Reflectometry in Sensing the Regional Climate and Soil Moisture Instabilities in Myanmar | Lwin, Aung, Yang, Dongkai, Hong, Xuebao, Zhang, Bo, Zhang, Baoyin, Sara, Cheraghi Shamsabadi | Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs | ||
| The CYGNSS mission: On-going science team investigations | Carreno-Luengo, Hugo, Crespo, Juan A., Akbar, Ruzbeh, Bringer, Alexandra, Warnock, April, Morris, Mary, Ruf, Chris | Surface Winds, Surface Winds, Heat Flux, Sea Surface Temperature |