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Publications Citing DDMI Data

Browse a list of academic papers that cite data provided by NASA’s Delay Doppler Mapping Instrument (DDMI).

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Title Year Author Topic Dataset
Berkeley-RWAWC: A New CYGNSS-Based Watermask Unveils Unique Observations Pu, Tianjiao, GerleinSafdi, Cynthia, Xiong, Ying, Li, Mengze, Kort, Eric A., Bloom, A. Anthony Radar Cross-Section, Radar Reflectivity
Azimuthal Dependence of CYGNSS Winds in Tropical Cyclones Pascual, Daniel, Ruf, Christopher, Balasubramaniam, Rajeswari Wind Direction, Wind Speed
An Instrument Error Correlation Model for Global Navigation Satellite System Reflectometry Powell, C. E., Ruf, Christopher S., McKague, Darren S., Wang, Tianlin, Russel, Anthony Radar Cross-Section, Radar Reflectivity
An Efficient Technique for Rapid Estimation of Flood Water Levels: Combining CYGNSS GNSS-R L1 Data with DTMS Ma, Z., Zhang, S., Park, H., Camps, A. Radar Cross-Section, Radar Reflectivity, Terrain Elevation
A fast and efficient method to estimate inland water levels using CYGNSS Ma, Zhongmin, Zhang, Shuangcheng, Camps, Adriano, Park, Hyuk, Liu, Qi, Tan, Pengyuan, Wang, Changyang Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Radar Cross-Section, Radar Reflectivity, Terrain Elevation
Biomass Estimation with GNSS Reflectometry Using a Deep Learning Retrieval Model Pilikos, Georgios, Clarizia, Maria Paola, Floury, Nicolas Canopy Characteristics, SENSOR COUNTS
Diurnal Vegetation Moisture Cycle in the Amazon and Response to Water Asgarimehr, Milad, Entekhabi, Dara, Camps, Adriano Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content, Radar Cross-Section, Radar Reflectivity, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Surface Soil Moisture, SENSOR COUNTS
Coherent Combination of GPS III L1 C/A and L1C Signals for GNSS Reflectometry Du, Hao, Nan, Yang, Li, Weiqiang, Cardellach, Estel, Ribo, Serni, Rius, Antonio Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, SENSOR COUNTS
Concept and Assessment of the University of Luxembourg Cygnss-Based Soil Moisture Product Setti, Paulo T., Tabibi, Sajad Radar Cross-Section, Radar Reflectivity, Wind Direction, Wind Speed
Comprehensive Analysis of CYGNSS GNSS-R data for Enhanced Soil Moisture Retrieval Setti, Paulo, Tabibi, Sajad Radar Cross-Section, Radar Reflectivity, Radar Cross-Section, Radar Reflectivity, Soil Temperature, Soil Moisture/Water Content, SIGMA NAUGHT, Flight Data Logs, Brightness Temperature, Surface Soil Moisture
Deep Learning in Spaceborne GNSS Reflectometry: Correcting Precipitation Effects on Wind Speed Products Xiao, Tianqi, Arnold, Caroline, Zhao, Daixin, Mou, Lichao, Wickert, Jens, Asgarimehr, Milad Radar Cross-Section, Radar Reflectivity, Surface Winds, Surface Winds, SIGMA NAUGHT, Radar Reflectivity, Radar Cross-Section, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, SENSOR COUNTS
Deep residual fully connected network for GNSS-R wind speed retrieval and its interpretation Du, Hao, Li, Weiqiang, Cardellach, Estel, Ribo, Serni, Rius, Antonio, Nan, Yang Ocean Currents, Radar Cross-Section, Surface Winds, Surface Winds
CYGNSS Level 3 Merged Wind Speed Data Product for Storm Force and Surrounding Environmental Winds Warnock, April M., Ruf, Christopher S., Russel, Anthony, Al-Khaldi, Mohammad M., Balasubramaniam, Rajeswari Wind Direction, Wind Speed, Surface Winds, Surface Winds
CYGNSS toprak nemi verilerinin SMAP uydusu ve ISMN istasyonlar ile karslastrmal analizi Cevikalp, Muhammed Rasit, Isk, Mustafa Serkan, Celik, Mehmet Furkan, Musaoglu, Nebiye Soil Moisture/Water Content
Evaluating Feature Impact on Ocean Wind Speed Predictions: An Application of Explainable AI to GNSS Reflectometry Data Xiao, T., Asgarimehr, M., Wickert, J., Zhao, D., Mou, L., Arnold, C. Radar Cross-Section, Radar Reflectivity
Evaluation of SMAP and CYGNSS Soil Moistures in Drought Prediction Using Multiple Linear Regression and GLDAS Product Edokossi, Komi, Jin, Shuanggen, Calabia, Andres, Molina, Inigo, Mazhar, Usman 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
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, Total Surface Precipitation Rate
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, Brightness Temperature, Surface Soil Moisture
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
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, Brightness Temperature, Surface Soil Moisture
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
GSWR-DARN:GNSS-R Sea Surface Wind Speed Retrieval Based on Data Augmentation and Residual Network Zhou, Zhenxiong, Duan, Boheng, Ren, Kaijun, Yuan, Taikang Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs
Incidence Angle Normalization of Spaceborne GNSS-R Surface Reflectivity for Soil Moisture Retrieval Setti, Paulo T., Tabibi, Sajad Radar Cross-Section, Radar Reflectivity
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
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