Evaluation on sea surface wind speed product of Fengyun-3D satellite microwave radiation imager using ERA-5 dataset

References

• An, D., F. Dou, and P. Zhang. 2019. “Study on Ocean Surface Wind Speed Algorithm Based on FY-3C Microwave Imager Millimeter Band.” Aerospace Shanghai 34 (4): 38–42.
   Google Scholar
• An, D., F. Lu, F. Dou, and P. Zhang. 2015. “Modeling and Quantitative Retrieval of Finite Field for the Tropical Sea Surface Wind Speed of the FY-3B mIcrowave Imager.” Journal of Tropical Meteorology 21 (1): 84–91.
   Web of Science ®Google Scholar
• Bennartz, R. and G. Petty. 2001. “The Sensitivity of Microwave Remote Sensing Observations of Precipitation to Ice Particle Size Distributions.” Journal of Applied Meteorology 40: 345–364. doi:10.1175/1520-0450(2001)040<0345:TSOMRS>2.0.CO;2.
   Google Scholar
• Chakraborty, A., S. K. Deb, R. Shikakolli, B. S. Gohil, and R. Kumar. 2013. “Intercomparison of OSCAT Winds with Numerical-Model-Generated Winds.” IEEE Geoscience and Remote Sensing Letters 10 (2): 260–262. doi:10.1109/LGRS.2012.2200094.
   Web of Science ®Google Scholar
• Chen, G., B. Chapron, R. Ezraty, and D. Vandemark. 2002. “A Global View of Swell and Wind Sea Climate in the Ocean by Satellite Altimeter and Scatterometer.” Journal of Atmospheric and Oceanic Technology 19 (11): 1849–1859. doi:10.1175/1520-0426(2002)019<1849:AGVOSA>2.0.CO;2.
   Web of Science ®Google Scholar
• Chen, L., X. Hu, N. Xu, and P. Zhang. 2014. “The Application of Deep Convective Clouds in the Calibration and Response Monitoring of the Reflective Solar Bands of FY-3A/MERSI (Medium Resolution Spectral Imager).” Remote Sensing 5: 6958–6975. doi:10.3390/rs5126958.
   Web of Science ®Google Scholar
• Connor, L. N. and P. S. Chang. 2000. “Ocean Surface Wind Retrievals Using the TRMM Microwave Imager.” IEEE Transactions on Geoscience and Remote Sensing 38 (4): 2009–2016. doi:10.1109/36.851782.
   Web of Science ®Google Scholar
• Dou, F., D. An, and J. Li. 2014. “Sea Surface Wind Speed Retrieval Based on FY-3B Microwave Imager.” Remote Sensing Technology and Application 29 (6): 984–992. doi:10.11873/j.issn.1004-0323.2014.6.0984.
   Google Scholar
• Garza, J. A., P.-S. Chu, C. W. Norton, and T. A. Schroeder. 2012. “Changes of the Prevailing Trade Winds Over the Islands of Hawaii and the North Pacific.” Journal of Geophysical Research: Atmospheres 117: D11109. doi:10.1029/2011JD016888.
   Web of Science ®Google Scholar
• Good, P., R. Chadwick, C. E. Holloway, J. Kennedy, J. A. Lowe, R. Roehrig, and S. S. Rushley. 2021. “High Sensitivity of Tropical Precipitation to Local Sea Surface Temperature.” Nature 589: 408–414. doi:10.1038/s41586-020-2887-3.
   PubMed Web of Science ®Google Scholar
• Goodberlet, M. A. and C. T. Swift. 1992. “Improved Retrievals from the DMSP Wind Speed Algorithm Under Adverse Weather Conditions.” IEEE Transactions on Geoscience and Remote Sensing 30 (5): 1076–1077. doi:10.1109/36.175343.
   Web of Science ®Google Scholar
• Goodberlet, M. A., C. T. Swift, and J. C. Wilkerson. 1989. “Remote Sensing of Ocean Surface Winds with the Special Sensor Microwave/imager.” Journal of Geophysical Research - Oceans 94 (10): 14547–14555. doi:10.1029/JC094iC10p14547.
   Google Scholar
• Hersbach, H., B. Bell, P. Berrisford, S. Hirahara, A. Horányi, N. J. Muñoz-Sabater, J. Nicolas, et al. 2020. ”The ERA5 Global Reanalysis”. Quarterly Journal of the Royal Meteorological Society 146: 1999–2049. doi:10.1002/qj.3803.
   Web of Science ®Google Scholar
• Hu, X., L. Sun, J. Liu, L. Ding, X. Wang, Y. Li, Y. Zhang, N. Xu, and L. Chen. 2012. “Calibration for the Solar Reflective Bands of Medium Resolution Spectral Imager Onboard FY-3A.” IEEE Transactions on Geoscience and Remote Sensing 50 (12): 4915–4928. doi:10.1109/TGRS.2012.2214226.
   Web of Science ®Google Scholar
• Kilic, L., C. Prigent, F. Aires, G. Heygster, V. Pellet, and C. Jimenez. 2020. “Ice Concentration Retrieval from the Analysis of Microwaves: A New Methodology Designed for the Copernicus Imaging Microwave Radiometer.” Remote Sensing 12 (7): 1060. doi:10.3390/rs12071060.
   Web of Science ®Google Scholar
• Kumar, R., A. Chakraborty, A. Parekh, S. Rajesh, B. S. Gohil, and A. S. Kiran Kumar. 2013. “Evaluation of Oceansat-2-Derived Ocean Surface Winds Using Observations from Global Buoys and Other Scatterometers.” IEEE Transactions on Geoscience and Remote Sensing 51 (5): 2571–2576.
   Web of Science ®Google Scholar
• Liu, X., W. Bai, J. Xia, F. Huang, C. Yin, Y. Sun, Q. Du, et al. 2021. ”FA-RDN: A Hybrid Neural Network on GNSS-R Sea Surface Wind Speed Retrieval”. Remote Sensing 13: 4820. doi:10.3390/rs13234820.
   Web of Science ®Google Scholar
• Lu, Q. F., W. Bell, P. Bauer, N. Bormann, and C. Peubey. 2011. “An Evaluation of FY-3A Satellite Data for Numerical Weather Prediction.” Quarterly Journal of the Royal Meteorological Society 137: 1298–1311. doi:10.1002/qj.834.
   Web of Science ®Google Scholar
• Meissner, T. and F. J. Wentz. 2009. “Wind-Vector Retrievals Under Rain with Passive Satellite Microwave Radiometers.” IEEE Transactions on Geoscience and Remote Sensing 47 (9): 3065–3083. doi:10.1109/TGRS.2009.2027012.
   Web of Science ®Google Scholar
• Meissner, T. and F. J. Wentz. 2012. “The Emissivity of the Ocean Surface Between 6-90 Ghz Over a Large Range of Wind Speeds and Earth Incidence Angles.” IEEE Transactions on Geoscience and Remote Sensing 50 (8): 3004–3026. doi:10.1109/TGRS.2011.2179662.
   Web of Science ®Google Scholar
• Milliff, R. F., J. Morzel, D. B. Chelton, and M. H. Freilich. 2004. “Wind Stress Curl and Wind Stress Divergence Biases from Rain Effects on QSCAT Surface Wind Retrievals.” Journal of Atmospheric and Oceanic Technology 21 (8): 1216–1231. doi:10.1175/1520-0426(2004)021<1216:WSCAWS>2.0.CO;2.
   Web of Science ®Google Scholar
• Min, M., G. Cao, N. Xu, Y. Bai, S. Jiang, X. Hu, L. Dong, J. Guo, and P. Zhang. 2016. “On-Orbit Spatial Quality Evaluation and Image Restoration of FengYun-3C/MERSI.” IEEE Transactions on Geoscience and Remote Sensing 54 (12): 6847–6858. doi:10.1109/TGRS.2016.2569038.
   Web of Science ®Google Scholar
• Min, M., J. Deng, C. Liu, N. Lu, X. Hu, L. Chen, J. Guo, P. Zhang, Q. Lu, and L. Wang. 2017. “An Investigation of the Implications of Lunar Illumination Spectral Changes for Day/night Band Based Cloud Property Retrieval Due to Lunar Phase Transition.” Journal of Geophysical Research: Atmospheres 122 (17): 9233–9244. doi:10.1002/2017JD027117.
   Web of Science ®Google Scholar
• Min, M., J. Li, F. Wang, Z. Liu, and W. P. Menzel. 2020. “Retrieval of Cloud Top Properties from Advanced Geostationary Meteorological Satellite Imager Measurements Based on Machine Learning Algorithms.” Remote Sensing of Environment 239: 111616. doi:10.1016/j.rse.2019.111616.
   Web of Science ®Google Scholar
• Min, M., Y. Zhang, Z. Rong, and L. Dong. 2014. “A Method for Monitoring the On-Orbit Performance of a Satellite Sensor Infrared Window Band by Using Oceanic Drifters.” International Journal of Remote Sensing 35 (1): 382–400. doi:10.1080/01431161.2013.871393.
   Web of Science ®Google Scholar
• Min, M., L. Zhang, P. Zhang, and Z. Yao. 2021. “Can the Earth-Moon Distance Influence the Accuracy of Lunar Irradiance with the Plane-Parallel Assumption in Atmospheric Radiative Transfer at Night?” Journal of the Atmospheric Sciences 78 (8): 2459–2469. doi:10.1175/JAS-D-20-0198.1.
   Web of Science ®Google Scholar
• Min, M., J. Zheng, P. Zhang, X. Hu, L. Chen, X. Li, Y. Huang, and L. Zhu. 2020. “A Low-Light Radiative Transfer Model for Satellite Observations of Moon Light and Earth Surface Light at Night.” Journal of Quantitative Spectroscopy & Radiative Transfer 247: 106954. doi:10.1016/j.jqsrt.2020.106954.
   Web of Science ®Google Scholar
• Peter, W., K. M. S. G. Gaiser, E. M. Twarog, G. A. Poe, W. Purdy, D. Richardson, W. Grossmann, et al. 2004. ”The WindSat Spaceborne Polarimetric Microwave Radiometer: Sensor Description and Early Orbit Performance.” IEEE Transactions on Geoscience and Remote Sensing 42 (11): 2347–2361. doi:10.1109/TGRS.2004.836867.
   Web of Science ®Google Scholar
• Reichstein, M., G. Camps-Valls, B. Stevens, M. Jung, J. Denzler, and N. Carvalhais. 2019. “Deep Learning and Process Understanding for Data-Driven Earth System Science.” Nature 566: 195–204. doi:10.1038/s41586-019-0912-1.
   PubMed Web of Science ®Google Scholar
• Ricciardulli, L. and A. Manaster. 2021. “Intercalibration of ASCAT Scatterometer Winds from MetOp-A, -B, and -C, for a Stable Climate Data Record.” Remote Sensing 13 (8): 3678. doi:10.3390/rs13183678.
   Google Scholar
• Ricciardulli, L. and F. J. Wentz. 2015. “A Scatterometer Geophysical Model Function for Glimate-Quality Winds: QuikScat Ku-2011.” Journal of Atmospheric and Oceanic Technology 32: 1829–1846. doi:10.1175/JTECH-D-15-0008.1.
   Web of Science ®Google Scholar
• Risien, C. and D. B. Chelton. 2006. “A Satellite-Derived Climatology of Global Ocean Winds.” Remote Sensing of Environment 105 (3): 221–236. doi:10.1016/j.rse.2006.06.017.
   Web of Science ®Google Scholar
• Rivas, M. B. and A. Stoffelen. 2019. “Characterizing ERA-Interim and ERA5 Surface Wind Biases Using ASCAT.” Ocean Science 15: 831–852. doi:10.5194/os-15-831-2019.
   Web of Science ®Google Scholar
• Sampe, T. and S.-P. Xie. 2007. “Mapping High Sea Winds from Space.” Bulletin of the American Meteorological Society 88 (12): 1965–1978. doi:10.1175/BAMS-88-12-1965.
   Web of Science ®Google Scholar
• Sassen, K., Z. Wang, and D. Liu. 2008. “Global Distribution of Cirrus Clouds from CloudSat/cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observations (CALIPSO) Measurements.” Journal of Geophysical Research 113 (D00A12). doi:10.1029/2008JD009972.
   Google Scholar
• Saunders, R., J. Hocking, E. Turner, P. Rayer, D. Rundle, P. Brunel, J. Vidot, et al. 2020. ”An Update on the RTTOV Fast Radiative Transfer Model (Currently at Version 12).” Geoscientific Model Development 12 :1833–1845. doi:10.5194/amt-12-83-2019,2018.
   Google Scholar
• Wang, L., X. Hu, N. Xu, and L. Chen. 2021. “Water Vapor Retrievals from Near-Infrared Channels of the Advanced Medium Resolution Spectral Imager Instrument Onboard the Fengyun-3D Satellite.” Advances in Atmospheric Sciences 38: 1351–1366. doi:10.1007/s00376-020-0174-8.
   Web of Science ®Google Scholar
• Wang, X., M. Min, F. Wang, J. Guo, B. Li, and S. Tang. 2019. “Intercomparisons of Cloud Mask Product Among Fengyun-4A, Himawari-8 and MODIS.” IEEE Transactions on Geoscience and Remote Sensing 57 (11): 8827–8839. doi:10.1109/TGRS.2019.2923247.
   Web of Science ®Google Scholar
• Wang, J. R., J. Zhan, and P. Racette. 1997. “Storm-Associated Microwave Radiometric Signatures in the Frequency Range of 90-220 Ghz.” Journal of Atmospheric and Oceanic Technology 14: 13–31. doi:10.1175/1520-0426(1997)014<0013:SAMRSI>2.0.CO;2.
   Web of Science ®Google Scholar
• Wang, H., J. Zhu, M. Lin, Y. Zhang, and Y. Chang. 2020. “Evaluating Chinese HY-2B HSCAT Ocean Wind Products Using Buoys and Other Scatterometers.” IEEE Geoscience and Remote Sensing Letters 17 (6): 923–927. doi:10.1109/LGRS.2019.2940384.
   Web of Science ®Google Scholar
• Wentz, F. J. and T. Meissner. 2000. “AMSR Ocean Algorithm, Algorithm Theoretical Basis Document (ATBD) Version 2.0.”
   Google Scholar
• Yang, Z., N. Lu, J. Shi, P. Zhang, C. Dong, and J. Yang. 2012. “Overview of FY-3 Payload and Ground Application System.” IEEE Transactions on Geoscience and Remote Sensing 50 (12): 4846–4853. doi:10.1109/TGRS.2012.2197826.
   Web of Science ®Google Scholar
• Yang, J., P. Zhang, N. Lu, Z. Yang, J. Shi, and C. Dong. 2012. “Improvements on Global Meteorological Observations from the Current Fengyun 3 Satellites and Beyond.” International Journal of Digital Earth 5 (4): 251–265. doi:10.1080/17538947.2012.658666.
   Google Scholar
• Yu, Y., W. Zhang, Z. Wu, X. Yang, X. Cao, and M. Zhu. 2015. “Assimilation of HY-2A Scatterometer Sea Surface Wind Data in a 3DVAR Data Assimilation System—a Case Study of Typhoon Bolaven.” Frontiers of Earth Science 9: 192–201. doi:10.1007/s11707-014-0461-8.
   Web of Science ®Google Scholar
• Zhang, M., Q. Lu, G. Songyan, X. Hu, and S. Wu. 2019. “Analysis and Correction of the Difference Between the Ascending and Descending Orbits of the FY-3C Microwave Imager.” Journal of Remote Sensing 23 (5): 841–849.
   Google Scholar
• Zhang, P., L. Qifeng, H. Xiuqing, G. Songyan, Y. Lei, M. Min, C. Lin, et al. 2019. ”The Latest Progress of Chinese Meteorological Satellite Program and Core Data Processing Technologies.” Advances in Atmospheric Sciences 36 (9): 1027–1045. doi:10.1007/s00376-019-8215-x.
   Web of Science ®Google Scholar
• Zhisheng, A., W. Guoxiong, L. Jianping, S. Youbin, L. Yimin, Z. Weijian, C. Yanjun, et al. 2015. ”Annual Review of Earth and Planetary Sciences”. Annual Review of Earth and Planetary Sciences 43: 29–77. doi:10.1146/annurev-earth-060313-054623.
   Google Scholar