Use of cloud model microphysics for passive microwave-based precipitation retrieval: Significance of consistency between model and measurement manifolds

Journal of the Atmospheric Sciences

Volumn 55, Issue 9, 1998, Pages 1644-1673

  Panegrossi, Giulia ^a,b,e   Dietrich, Stefano ^a,b   Marzano, Frank S ^c   Mugnai, Alberto ^a   Smith, Eric A ^d   Xiang, Xuwu ^d   Tripoli, Gregory J ^e   Wang, Pao K ^e   Poiares Baptista, J P V ^f  

^a CNR   (Italy)

^b Fondazione la Meteorologia Applicata   (Italy)

^c SAPIENZA UNIVERSITY OF ROME   (Italy)

^d FLORIDA STATE UNIVERSITY   (United States)

^e UNIVERSITY OF WISCONSIN MADISON   (United States)

^f EUROPEAN SPACE AGENCY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

BRIGHTNESS TEMPERATURE; CLOUD MICROPHYSICS; MICROWAVE SENSING; PRECIPITATION; REMOTE SENSING;

EID: 0031671263     PISSN: 00224928     EISSN: None     Source Type: Journal    
DOI: 10.1175/1520-0469(1998)055<1644:UOCMMF>2.0.CO;2     Document Type: Article

References (46)

1. Cotton, W. R., M. A. Stephens, T. NehrKorn, and G. J. Tripoli, 1982: The Colorado State University three-dimensional cloud/mesoscale model. Part II: An ice phase parameterization. J. Rech. Atmos., 16, 295-320.
2. _, G. J. Tripoli, R. M. Rauber, and E. A. Mulvihill, 1986: Numerical simulation of the effects of varying ice crystal nucleation rate and aggregation processes on orographic snowfall. J. Climate Appl. Meteor., 25, 1658-1680.
3. Evans, K. F., J. Turk, T. Wong, and G. L. Stephens, 1995: A Bayesian approach to microwave precipitation profile retrieval. J. Appl. Meteor., 34, 260-279.
4. Farrar, M. R., and E. A. Smith, 1992: Spatial resolution enhancement of terrestrial features using deconvolved SSM/I microwave brightness temperatures. IEEE Trans. Geosci. Remote Sens., 2, 349-355.
5. _, _, and X. Xiang, 1994: The impact of spatial resolution enhancement of SSM/I microwave brightness temperature on rainfall retrieval algorithm. J. Appl. Meteor., 33, 313-333.
6. Ferraro, R. R., E. A. Smith, W. Berg, and G. J. Huffman, 1998: A screening methodology for passive microwave precipitation retrieval algorithms. J. Atmos. Sci., 55, 1583-1600.
7. Flatau, P., G. J. Tripoli, J. Berlinder, and W. Cotton, 1989: The CSU-RAMS cloud microphysics module: General theory and code documentation. Atmospheric Sciences Rep. 451, 88 pp. [Available from Colorado State University, Fort Collins, CO 80523.]
8. Haferman, J. L., W. F. Krajewski, and T. F. Smith, 1994: Three-dimensional aspects of radiative transfer in remote sensing of precipitation: Application to the 1986 COHMEX storm. J. Appl. Meteor., 33, 1609-1622.
9. Johnson, D. E., P. K. Wang, and J. M. Straka, 1993: Numerical simulation of the 2 August 1981 CCOPE supercell storm with and without ice microphysics. J. Appl. Meteor., 32, 745-759.
10. _, _, and _, 1994: A study of microphysical process in the 2 August 1981 CCOPE supercell storm. Atmos. Res., 33, 93-123.
11. Kanak, K. M., 1990: Three-dimensional, non-hydrostatic, numerical simulation of a developing tropical cyclone. M.S. thesis, Dept. of Atmospheric and Oceanic Sciences, University of Wisconsin - Madison, 130 pp. [Available from Dept. of Atmospheric and Oceanic Sciences, University of Wisconsin - Madison, Madison, WI 53706.]
12. Kummerow, C., and L. Giglio, 1994a: A passive microwave technique for estimating rainfall and vertical structure information from space. Part I: Algorithm description. J. Appl. Meteor., 33, 3-18.
13. _, and _, 1994b: A passive microwave technique for estimating rainfall and vertical structure information from space. Part II: Applications to SSM/I data. J. Appl. Meteor., 33, 19-34.
14. Liebe, H. J., 1985: An updated model for millimeter wave propagation in moist air. Radio Sci., 20, 1069-1089.
15. _, and G. G. Gimmestad, 1978: Calculation of clear air EHF refractivity. Radio Sci., 13, 245-251.
16. Lin, Y. L., R. D. Farley, and H. D. Orville, 1983: Bulk parameterization of the snow field in a cloud model. J. Climate Appl. Meteor., 22, 1065-1092.
17. Ludlam, F. H., 1994: Clouds and Storms: The Behavior and Effect of Water in the Atmosphere. The Pennsylvania State University Press, 405 pp.
18. Marzano, F. S., A. Mugnai, E. A. Smith, X. Xiang, J. Turk, and J. Vivekanandan, 1994: Active and passive remote sensing of precipitating storms during CaPE. Part II: Intercomparison of precipitation retrievals over land from AMPR radiometer and CP-2 radar. Meteor. Atmos. Phys., 54, 29-51.
19. Mugnai, A., and E. A. Smith, 1988: Radiative transfer to space through a precipitating cloud at multiple microwave frequencies. Part I: Model description. J. Appl. Meteor., 27, 1055-1073.
20. _, H. J. Cooper, E. A. Smith, and G. J. Tripoli, 1990: Simulation of microwave brightness temperatures of an evolving hail storm at SSM/I frequencies. Bull. Amer. Meteor. Soc., 71, 2-13.
21. _, E. A. Smith, and G. J. Tripoli, 1993: Foundations for statistical-physical precipitation retrieval from passive microwave satellite measurements. Part II: Emission source and generalized weighting function properties of a time-dependent cloud-radiation model. J. Appl. Meteor., 32, 17-39.
22. _, F. S. Marzano, and N. Pierdicca, 1994: Precipitation retrieval from spaceborne microwave radiometers: Description and application of a maximum likelihood profile algorithm. Proc. CLIMPARA '94: Climatic Parameters in Radiowave Propagation Prediction, Moscow, Russia, International Union of Radio Science, 2.2.1-2.2.4.
23. Panegrossi, G., S. Dietrich, F. S. Marzano, and A. Mugnai, 1996: Study on the use of cloud-radiation models for passive microwave precipitation retrieval. IF A Internal Rep. 13-96, 104 pp. [Available from Istituto di Fisica dell'Atmosfera, Consiglio Nazionale delle Ricerche, P.le Sturzo 31, 00144 Rome, Italy.]
24. Petty, G. W., and K. Katsaros, 1994: The response of the SSM/I to the marine environment. Part II: A parameterization of the effect of the sea surface slope distribution on emission and reflection. J. Atmos. Oceanic Technol., 11, 617-628.
25. Pielke, R. A., W. R. Cotton, R. L. Walko, W. A. Lyons, L. D. Grasso, M. E. Nicholls, M. D. Moran, D. A. Wesley, T. J. Lee, and J. H. Copeland, 1992: A comprehensive meteorological modeling system. Meteor. Atmos. Phys., 49, 69-91.
26. Pierdicca, N., F. S Marzano, P. Basili, P. Ciotti, G. d'Auria, and A. Mugnai, 1996: Precipitation retrieval from spaceborne microwave radiometers based on multivariate analysis of simulated cloud-radiation datasets. IEEE Trans. Geosci. Remote Sens., 34, 1-16.
27. Pruppacher, H. R., and J. D. Klett, 1978: Microphysics of Clouds and Precipitation. D. Reidel, 714 pp.
28. Roberti, L., J. L. Haferman, and C. Kummerow, 1994: Microwave radiative transfer through horizontally inhomogeneous precipitating clouds. J. Geophys. Res., 99, 16707-16718.
29. Simpson, J., C. Kummerow, W. K. Tao, and R. F. Adler, 1996: On the Tropical Rainfall Measuring Mission (TRMM) satellite. Meteor. Atmos. Phys., 60, 19-36.
30. Smith, E. A., and A. Mugnai, 1988: Radiative transfer to space through a precipitating cloud at multiple microwave frequencies. Part II: Results and analysis. J. Appl. Meteor., 27, 1074-1091.
31. _, _, H. J. Cooper, G. J. Tripoli, and X. Xiang, 1992: Foundations for statistical-physical precipitation retrieval from passive microwave satellite measurements. Part I: Brightness-temperature properties of a time-dependent cloud-radiation model. J. Appl. Meteor., 31, 506-531.
32. _, C. Kummerow, and A. Mugnai, 1994a: The emergence of inversion-type profile algorithms for estimation of precipitation from satellite passive microwave measurements. Remote Sens. Rev., 11, 211-242.
33. _, X. Xiang, A. Mugnai, and G. J. Tripoli, 1994b: Design of an inversion-based precipitation profile retrieval algorithm using an explicit cloud model for initial guess microphysics. Meteor. Atmos. Phys., 54, 53-78.
34. _, _, _, R. Hood, and R. W. Spencer, 1994c: Behavior of an inversion-based precipitation retrieval algorithm with high-resolution AMPR measurements including a low-frequency 10.7-GHz channel. J. Atmos. Oceanic Technol., 11, 858-873.
35. _, A. Mugnai, and G. J. Tripoli, 1995: Theoretical foundations and verification of a multispectral, inversion-type microwave precipitation profile retrieval algorithm. Passive Microwave Remote Sensing of Land-Atmosphere Interactions, VSP Press, 599-621.
36. _, J. Turk, M. Farrar, A. Mugnai, and X. Xiang, 1996: Estimating 13.8-GHz path-integrated attenuation from 10.7-GHz brightness temperatures for TRMM combined PR-TMI precipitation algorithm. J. Appl. Meteor., 36, 365-388.
37. _, L. Lamm, R. Adler, J. Alishouse, K. Aonashi, E. Barrett, P. Bauer, W. Berg, A. Chang, R. Ferraro, J. Ferriday, S. Goodman, N. Grody, C. Kidd, D. Knireton, C. Kummerow, G. Liu, F. Marzano, A. Mugnai, W. Olson, G. Petty, A. Shibata, R. Spencer, F. Wentz, T. Wilheit, and E. Zipser, 1998. Results of WetNet 1997: PIP-2 project. J. Atmos. Sci., 55, 1483-1536.
38. Spencer, R. W., R. E Hood, F. J. LaFontaine, E. A Smith, J. Galliano, and E. Lobl, 1994: High-resolution imaging of rain systems with the advanced microwave precipitation radiometer. J. Atmos. Oceanic Technol., 11, 849-857.
39. Straka, J. M., 1989: Hail growth in a highly glaciated central high plains multi-cellular hailstorm. Ph.D. dissertation, University of Wisconsin-Madison, 413 pp. [Available from Dept. of Atmospheric and Oceanic Sciences, University of Wisconsin - Madison, Madison, WI 53706.]
40. Tripoli, G. J., 1992a: A nonhydrostatic model designed to simulate scale interaction. Mon. Wea. Rev., 120, 1342-1359.
41. _, 1992b: An explicit three-dimensional nonhydrostatic numerical simulation of a tropical cyclone. Meteor. Atmos. Phys., 49, 229-254.
42. _, and W. R. Cotton, 1982: The Colorado State University three-dimensional cloud/mesoscale model - 1982. Part I: General theoretical framework and sensitivity experiments. J. Rech. Atmos., 16, 185-200.
43. _, and _, 1986: An intense, quasi-steady thunderstorm over mountainous terrain. Part IV: Three-dimensional numerical simulation. J. Atmos. Sci., 43, 894-912.
44. _, and _, 1989: Numerical study of an observed orogenic mesoscale convective system. Part I: Simulated genesis and comparison with observations. Mon. Wea. Rev., 117, 273-304.
45. Wilheit, T. T. R. Adler, S. Avery, E. C. Barrett, P. Bauer, W. Berg, A. Chang, J. Ferriday, N. Grody, S. Goodman, C. Kidd, D. Kniveton, C. Kummerow, A. Mugnai, W. Olson, G. Petty, A. Shibata, E. A. Smith, and R. W. Spencer, 1994: Algorithms for the retrieval of rainfall from passive microwave measurements. Remote Sens. Rev., 11, 163-194.
46. Xiang, X., E. A. Smith, and C. G. Justus, 1994: A rapid radiative transfer model for reflection of solar radiation. J. Atmos. Sci., 51, 1978-1988.