Browse a list of academic papers that cite data provided by NASA’s Delay Doppler Mapping Instrument (DDMI).
| Title | Year Sort ascending | Author | Topic | Dataset |
|---|---|---|---|---|
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| Biomass Estimation with GNSS Reflectometry Using a Deep Learning Retrieval Model | Pilikos, Georgios, Clarizia, Maria Paola, Floury, Nicolas | Canopy Characteristics, SENSOR COUNTS | ||
| Azimuthal Dependence of CYGNSS Winds in Tropical Cyclones | Pascual, Daniel, Ruf, Christopher, Balasubramaniam, Rajeswari | Wind Direction, Wind Speed | ||
| 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 | ||
| Machine Learning-Based Soil Moisture Retrieval Using CYGNSS and Interpolated SMAP Data | Zhang, Kun, Yu, Kegen, Xu, Nianfu, Wang, Changyang, Lin, Yiruo | Radar Cross-Section, Radar Reflectivity | ||
| Just How River-Like Are Atmospheric Rivers? | LeGrande, A. N., Booth, J. F., Naud, C. M., Ordaz, C., Crespo, J. A. | Heat Flux, Sea Surface Temperature | ||
| 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 | ||
| 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 |
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| 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 |
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