Alcala, C. M., and A. E. Dessler, 2002: Observations of deep convection in the tropics using the Tropical Rainfall Measuring Mission (TRMM) precipitation radar. J. Geophys. Res., 107, 4792, https://doi.org/10.1029/2002JD002457.
Awaka, J., T. Iguchi, H. Kumagai, and K. Okamoto, 1997: Rain type classification algorithm for TRMM precipitation radar. Proc. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing—A Scientific Vision for Sustainable Development, Singapore, Singapore, IEEE, 1633−1635, https://doi.org/10.1109/IGARSS.1997.608993.
Baum, B. A., and S. Platnick, 2006: Introduction to MODIS cloud products. Earth Science Satellite Remote Sensing, Qu et al., Eds., Springer, 74−91, https://doi.org/10.1007/978-3-540-37293-6_5.
Chen, F. J., Y. F. Fu, P. Liu, and Y. J. Yang, 2016: Seasonal variability of storm top altitudes in the tropics and subtropics observed by TRMM PR. Atmos. Res., 169, 113−126, https://doi.org/10.1016/j.atmosres.2015.09.017.
Chen, R. Y., Z. Q. Li, R. J. Kuligowski, R. Ferraro, and F. Z. Weng, 2011: A study of warm rain detection using A-Train satellite data. Geophys. Res. Lett., 38, L04804, https://doi.org/10.1029/2010GL046217.
Fu, Y. F., 2014: Cloud parameters retrieved by the bispectral reflectance algorithm and associated applications. Journal of Meteorological Research, 28, 965−982, https://doi.org/10.1007/s13351-014-3292-3.
Fu, Y. F., D. Liu, Y. Wang, R. C. Yu, Y. P. Xu, and R. Cheng, 2007: Characteristics of precipitating and non-precipitating clouds in typhoon RANAN as viewed by TRMM combined measurements. Acta Meteorologica Sinica, 65, 316−328, https://doi.org/10.3321/j.issn:0577-6619.2007.03.002. (in Chinese)
Fu, Y. F., A. M. Zhang, Y. Liu, Y. Y. Zheng, Y. F. Hu, S. Feng, and A. Q. Cao, 2008: Characteristics of seasonal scale convective and stratiform precipitation in Asia based on measurements by TRMM Precipitation Radar. Acta Meteorologica Sinica, 66, 730−746, https://doi.org/10.3321/j.issn:0577-6619.2008.05.007. (in Chinese)
Fu, Y. F., P. Liu, Q. Liu, M. Ma, L. Sun, and Y. Wang, 2011: Climatological characteristics of VIRS channels for precipitating cloud in summer over the tropics and subtropics. Journal of Atmospheric and Environmental Optics, 6, 129−140, https://doi.org/10.3969/j.issn.1673-6141.2011.02.009. (in Chinese)
Fu, Y. F., A. Q. Cao, T. Y. Li, S. Feng, Y. Y. Zheng, Y. Liu, and A. M. Zhang, 2012: Climatic characteristics of the storm top altitude for the convective and stratiform precipitation in summer Asia based on measurements of the TRMM Precipitation Radar. Acta Meteorologica Sinica, 70, 436−451, https://doi.org/10.11676/qxxb2012.037. (in Chinese)
Han, Q. Y., W. B. Rossow, and A. A. Lacis, 1994: Near-global survey of effective droplet radii in liquid water clouds using ISCCP data. J. Climate, 7, 465−497, https://doi.org/10.1175/1520-0442(1994)007<0465:NGSOED>2.0.CO;2.
Hence, D. A., and R. A. Houze Jr., 2008: Kinematic structure of convective-scale elements in the rainbands of Hurricanes Katrina and Rita (2005). J. Geophys. Res., 113, D15108, https://doi.org/10.1029/2007jd009429.
Hence, D. A., and R. A. Houze Jr., 2012: Vertical structure of tropical cyclones with concentric eyewalls as seen by the TRMM precipitation radar. J. Atmos. Sci., 69, 1021−1036, https://doi.org/10.1175/JAS-D-11-0119.1.
Houze, R. A., J r., and Coauthors, 2006: The hurricane rainband and intensity change experiment: Observations and modeling of hurricanes Katrina, Ophelia, and Rita. Bull. Amer. Meteorol. Soc., 87, 1503−1522, https://doi.org/10.1175/BAMS-87-11-1503.
Jiang, H. Y., and E. J. Zipser, 2010: Contribution of tropical cyclones to the global precipitation from eight seasons of TRMM data: Regional, seasonal, and interannual variations. J. Climate, 23, 1526−1543, https://doi.org/10.1175/2009JCLI3303.1.
Jou, B. J. D., W. C. Lee, S. P. Liu, and Y. C. Kao, 2008: Generalized VTD retrieval of atmospheric vortex kinematic structure. Part I: Formulation and error analysis. Mon. Wea. Rev., 136, 995−1012, https://doi.org/10.1175/2007MWR2116.1.
King, M. D., and Coauthors, 2003: Cloud and aerosol properties, precipitable water, and profiles of temperature and water vapor from MODIS. IEEE Trans. Geosci. Remote Sens., 41, 442−458, https://doi.org/10.1109/TGRS.2002.808226.
King, M. D., S. Platnick, P. Yang, G. T. Arnold, M. A. Gray, J. C. Riedi, S. A. Ackerman, and K. N. Liou, 2004: Remote sensing of liquid water and ice cloud optical thickness and effective radius in the Arctic: Application of airborne multispectral MAS data. J. Atmos. Oceanic Technol., 21, 857−875, https://doi.org/10.1175/1520-0426(2004)021<0857:rsolwa>2.0.co;2.
King, M. D., S. Platnick, P. A. Hubanks, G. T. Arnold, E. G. Moody, G. Wind, and B. Wind, 2006: Collection 005 change summary for the MODIS cloud optical property (06_OD) algorithm. NASAs Goddard Space Flight Center, Greenbelt, MD. [Available online from http://modis-atmos.gsfc.nasa.gov/C005_Changes/C005_CloudOpticalProperties_ver311.pdf]
Lensky, I. M., and D. Rosenfeld, 1997: Estimation of precipitation area and rain intensity based on the microphysical properties retrieved from NOAA AVHRR data. J. Appl. Meteorol., 36, 234−242, https://doi.org/10.1175/1520-0450(1997)036<0234:EOPAAR>2.0.CO;2.
Letu, H., and Coauthors, 2019: Ice cloud properties from Himawari-8/AHI next-generation geostationary satellite: Capability of the AHI to monitor the DC cloud generation process. IEEE Trans. Geosci. Remote Sens., 57, 3229−3239, https://doi.org/10.1109/TGRS.2018.2882803.
Letu, H., and Coauthors, 2020: High-resolution retrieval of cloud microphysical properties and surface solar radiation using Himawari-8/AHI next-generation geostationary satellite. Remote Sensing of Environment, 239, 111583, https://doi.org/10.1016/j.rse.2019.111583.
Li, R., J. C. Guo, Y. F. Fu, Q. L. Min, Y. Wang, X. M. Gao, and X. Dong, 2015: Estimating the vertical profiles of cloud water content in warm rain clouds. J. Geophys. Res., 120, 10 250−10 266, https://doi.org/10.1002/2015JD023489.
Lin, B., and W. B. Rossow, 1997: Precipitation water path and rainfall rate estimates over oceans using special sensor microwave imager and International Satellite Cloud Climatology Project data. J. Geophys. Res., 102, 9359−9374, https://doi.org/10.1029/96JD03987.
Liu, C. T., E. J. Zipser, and S. W. Nesbitt, 2007a: Global distribution of tropical deep convection: Different perspectives from TRMM infrared and radar data. J. Climate, 20, 489−503, https://doi.org/10.1175/JCLI4023.1.
Liu, J., W. J. Zhang, Y. J. Zhu, C. H. Dong, and B. L. Zhao, 2007b: Case study on cloud properties of heavy rainfall based upon satellite data. Journal of Applied Meteorological Science, 18, 158−164, https://doi.org/10.3969/j.issn.1001-7313.2007.02.004. (in Chinese)
Mao, J. Y., and G. X. Wu, 2012: Diurnal variations of summer precipitation over the Asian monsoon region as revealed by TRMM satellite data. Science China Earth Sciences, 55, 554−556, https://doi.org/10.1007/s11430-011-4315-x.
Min, M., and Coauthors, 2017: Developing the science product algorithm testbed for Chinese next-generation geostationary meteorological satellites: FengYun-4 series. Journal of Meteorological Research, 31, 708−719, https://doi.org/10.1007/s13351-017-6161-z.
Nakajima, T., and M. D. King, 1990: Determination of the optical thickness and effective particle radius of clouds from reflected solar radiation measurements. Part I: Theory. J. Atmos. Sci., 47, 1878−1893, https://doi.org/10.1175/1520-0469(1990)047<1878:DOTOTA>2.0.CO;2.
Nauss, T., and A. A. Kokhanovsky, 2006: Discriminating raining from non-raining clouds at mid-latitudes using multispectral satellite data. Atmospheric Chemistry and Physics, 6, 5031−5036, https://doi.org/10.5194/acp-6-5031-2006.
Olson, W. S., C. D. Kummerow, G. M. Heymsfield, and L. Giglio, 1996: A method for combined passive-active microwave retrievals of cloud and precipitation profiles. J. Appl. Meteorol., 35, 1763−1789, https://doi.org/10.1175/1520-0450(1996)035<1763:AMFCPM>2.0.CO;2.
Pan, X., and Y. F. Fu, 2015: Analysis on climatological characteristics of deep and shallow precipitation cloud in summer over Qinghai-Xizang plateau. Plateau Meteorology, 34, 1191−1203. (in Chinese)
Platnick, S., M. D. King, S. A. Ackerman, W. P. Menzel, B. A. Baum, J. C. Riedi, and R. A. Frey, 2003: The modis cloud products: Algorithms and examples from terra. IEEE Trans. Geosci. Remote Sens., 41, 459−473, https://doi.org/10.1109/TGRS.2002.808301.
Platnick, S., and Coauthors, 2017: The modis cloud optical and microphysical products: Collection 6 updates and examples from terra and aqua. IEEE Trans. Geosci. Remote Sens., 55, 502−525, https://doi.org/10.1109/TGRS.2016.2610522.
Ramanathan, V., 1987: The role of earth radiation budget studies in climate and general circulation research. J. Geophys. Res., 92, 4075−4095, https://doi.org/10.1029/jd092id04p04075.
Ramanathan, V., R. D. Cess, E. F. Harrison, P. Minnis, B. R. Barkstrom, E. Ahmad, and D. Hartmann, 1989: Cloud-radiative forcing and climate: Results from the Earth Radiation Budget Experiment. Science, 243, 57−63, https://doi.org/10.1126/science.243.4887.57.
Ren, F. M., Y. M. Wang, X. L. Wang, and W. J. Li, 2007: Estimating tropical cyclone precipitation from station observations. Adv. Atmos. Sci., 24, 700−711, https://doi.org/10.1007/s00376-007-0700-y.
Rogers, R. R., and M. K. Yau, 1989: A Short Course in Cloud Physics. 3rd ed., Pergamon Press, 227 pp.
Rosenfeld, D., and I. M. Lensky, 1998: Satellite-based insights into precipitation formation processes in continental and maritime convective clouds. Bull. Amer. Meteorol. Soc., 79, 2457−2476, https://doi.org/10.1175/1520-0477(1998)079<2457:sbiipf>2.0.co;2.
Rosenfeld, D., G. Liu, X. Yu, Y. Zhu, J. Dai, X. Xu, and Z. Yue, 2014: High-resolution (375 m) cloud microstructure as seen from the NPP/VIIRS satellite imager. Atmospheric Chemistry and Physics, 14, 2479−2496, https://doi.org/10.5194/acp-14-2479-2014.
Rossow, W. B., and R. A. Schiffer, 1999: Advances in understanding clouds from ISCCP. Bull. Amer. Meteorol. Soc., 80, 2261−2288, https://doi.org/10.1175/1520-0477(1999)080<2261:AIUCFI>2.0.CO;2.
Schumacher, C., and R. A. Houze Jr., 2003: Stratiform rain in the tropics as seen by the TRMM precipitation radar. J. Climate, 16, 1739−1756, https://doi.org/10.1175/1520-0442(2003)016<1739:SRITTA>2.0.CO;2.
Shang, H. Z., L. F. Chen, H. Letu, M. Zhao, S. S. Li, and S. H. Bao, 2017: Development of a daytime cloud and haze detection algorithm for himawari-8 satellite measurements over central and Eastern China. J. Geophys. Res., 122, 3528−3543, https://doi.org/10.1002/2016JD025659.
Sheng, R. F., D. L. Gong, Q. Wang, X. L. Chen, L. M. Zhou, and P. Jiang, 2010: Correlation analysis of satellite-retrieved cloud characteristics and surface precipitation. Meteorological Science and Technology, 38, 68−72, https://doi.org/10.19517/j.1671-6345.2010.s1.012.
Simpson, J., C. Kummerow, W.-K. Tao, and R. F. Adler, 1996: On the tropical rainfall measuring mission (TRMM). Meteorol. Atmos. Phys., 60, 19−36, https://doi.org/10.1007/bf01029783.
Steiner, M., R. A. Houze Jr, and S. E. Yuter, 1995: Climatological characterization of three-dimensional storm structure from operational radar and rain gauge data. J. Appl. Meteorol, 34, 1978−2007, https://doi.org/10.1175/1520-0450(1995)034<1978:CCOTDS>2.0.CO;2.
Stenz, R., X. Q. Dong, B. K. Xi, Z. Feng, and R. J. Kuligowski, 2016: Improving satellite quantitative precipitation estimation using goes-retrieved cloud optical depth. Journal of Hydrometeorology, 17, 557−570, https://doi.org/10.1175/JHM-D-15-0057.1.
Suzuki, K., G. L. Stephens, S. C. van den Heever, and T. Y. Nakajima, 2011: Diagnosis of the warm rain process in cloud-resolving models using joint CloudSat and MODIS observations. J. Atmos. Sci., 68, 2655−2670, https://doi.org/10.1175/JAS-D-10-05026.1.
Twomey, S., and K. J. Seton, 1980: Inferences of gross microphysical properties of clouds from spectral reflectance measurements. J. Atmos. Sci., 37, 1065−1069, https://doi.org/10.1175/1520-0469(1980)037<1065:IOGMPO>2.0.CO;2.
Wang, L., Y. Q. Zhou, M. Cai, and S. H. Shen, 2019: Study on correlation between cloud characteristic parameters and precipitation in North China. Meteorological and Environmental Sciences, 42, 9−16, https://doi.org/10.16765/j.cnki.1673-7148.2019.03.002. (in Chinese)
Wang, Y., Y. F. Fu, Z. F. Wang, and G. S. Liu, 2008: Retrieval of liquid water path inside nonprecipitating clouds using TMI measurements. Acta Meteorologica Sinica, 22, 342−350.
Wolff, D. B., D. A. Marks, E. Amitai, D. S. Silberstein, B. L. Fisher, A. Tokay, J. Wang, and J. L. Pippitt, 2005: Ground validation for the tropical rainfall measuring mission (TRMM). J. Atmos. Oceanic Technol., 22, 365−380, https://doi.org/10.1175/JTECH1700.1.
Woodley, W. L., D. Rosenfeld, and A. Strautins, 2000: Identification of a seeding signature in Texas using multi-spectral satellite imagery. The Journal of Weather Modification, 32, 37−52.
Woodley, W. L., D. Rosenfeld, and B. A. Silverman, 2003: Results of on-top glaciogenic cloud seeding in Thailand. Part I: The demonstration experiment. J. Appl. Meteorol., 42, 920−938, https://doi.org/10.1175/1520-0450(2003)042<0920:ROOGCS>2.0.CO;2.
Wu, X. Q., X. Z. Liang, and S. Park, 2007: Cloud-resolving model simulations over the ARM SGP. Mon. Wea. Rev., 135, 2841−2853, https://doi.org/10.1175/mwr3438.1.
Ying, M., W. Zhang, H. Yu, X. Q. Lu, J. X. Feng, Y. X. Fan, Y. T. Zhu, and D. Q. Chen, 2014: An overview of the China Meteorological Administration tropical cyclone database. J. Atmos. Oceanic Technol., 31, 287−301, https://doi.org/10.1175/JTECH-D-12-00119.1.
Yokoyama, C., and Y. N. Takayabu, 2008: A statistical study on rain characteristics of tropical cyclones using TRMM satellite data. Mon. Wea. Rev., 136, 3848−3862, https://doi.org/10.1175/2008mwr2408.1.
Zhao, C. F., S. C. Xie, X. Chen, M. P. Jensen, and M. Dunn, 2014: Quantifying uncertainties of cloud microphysical property retrievals with a perturbation method. J. Geophys. Res., 119, 5375−5385, https://doi.org/10.1002/2013JD021112.
Zhao, K., X. F. Li, M. Xue, B. J. D. Jou, and W. C. Lee, 2012: Short-term forecasting through intermittent assimilation of data from Taiwan and mainland China coastal radars for Typhoon Meranti (2010) at landfall. J. Geophys. Res., 117, D06108, https://doi.org/10.1029/2011JD017109.
Zhou, Y. Q., M. Cai, J. J. Ou, Z. X. Cai, and A. L. Shi, 2011: Correlation between cloud characteristic parameters and precipitation. Transactions of Atmospheric Sciences, 34, 641−652, https://doi.org/10.3969/j.issn.1674-7097.2011.06.002. (in Chinese)
Zhu, Q. G., J. R. Lin, S. W. Shou, and D. S. Tang, 2007: Principles and Methods of Weather Science. 4th ed., Meteorological Press, 509 pp. (in Chinese)