This study was supported by NASA Grant NAG5-2774. We thank all participants of the TEFLUN-B experiment who collected the data we used. In particular, we thank Anton Kruger, Paul Kucera, Doug Houser, Brad Fisher, Ali Tokay, Christopher Williams, and the team of the University of Central Florida led by Linwood Jones. We also thank Eyal Amitai for helpful information about the 2A-53 radar products. Special thanks go to Grzegorz Ciach. Our discussions with him stimulated much of this research.
Adler, R. F., , G. J. Huffman, , D. T. Bolvin, , S. C. Urtis, , and E. J. Nelkin. 2000. Tropical rainfall distributions determined using TRMM combined with other satellite and rain gauge information. J. Appl. Meteor. 39:2007–2023.
Anagnostou, E. N., , W. F. Krajewski, , and J. A. Smith. 1999. Uncertainty quantification of mean-areal radar-rainfall estimates. J. Atmos. Oceanic Technol. 16:206–215.
Barancourt, C., and J-D. Creutin. 1992. A method for delineating and estimating rainfall fields. Water Resour. Res. 28:1133–1144.
Brandes, E. A., , J. Vivekanandan, , and J. W. Wilson. 1999. A comparison of radar reflectivity estimates of rainfall from collocated radars. J. Atmos. Oceanic Technol. 16:1264–1272.
Berndtsson, R. 1987. On the use of cross-correlation analysis in studies of patterns of rainfall variability. J. Hydrol. 93:113–134.
Gage, K. S., , C. R. Williams, , and W. L. Ecklund. 1994. UHF wind profilers: A new tool for diagnosing tropical convective cloud systems. Bull. Amer. Meteor. Soc. 75:2289–2294.
Georgakakos, K. P., , A. A. Carsteanu, , P. L. Sturdevant, , and J. A. Cramer. 1994. Observation and analysis of Midwestern rain rates. J. Appl. Meteor. 33:1433–1444.
Habib, E., , W. F. Krajewski, , and G. J. Ciach. 2001a. Estimation of rainfall interstation correlation. J. Hydrometeor. 2:621–629.
Habib, E., , W. F. Krajewski, , and A. Kruger. 2001b. Sampling errors of tipping-bucket rain gauge measurements. J. Hydrol. Eng. 6:159–166.
Huff, F. A., and W. L. Shipp. 1969. Spatial correlations of storm, monthly and seasonal precipitation. J. Appl. Meteor. 8:542–550.
Joss, J., and A. Waldvogel. 1990. Precipitation measurement and hydrology. Radar in Meteorology, Battan Memorial 40th Anniversary Radar Meteorology Conference, D. Atlas, Ed., American Meteorological Society, 577–606.
Kessler, E., and B. Neas. 1994. On correlation, with applications to the radar and raingage measurement of rainfall. Atmos. Res. 34:217–229.
Kitchen, M., and R. M. Blackall. 1992. Representativeness errors in comparisons between radar and gauge measurements of rainfall. J. Hydrol. 134:13–33.
Kowalski, C. J. 1972. On the effect of non-normality on the distribution of the sample product-moment correlation coefficient. Appl. Stat. 27:1–12.
Kumar, P., and E. Foufoula-Georgiou. 1994. Characterizing multiscale variability of zero intermittency in spatial rainfall. J. Appl. Meteor. 33:1516–1525.
Kummerow, C. Coauthors,. 2000. The status of the Tropical Rainfall Measuring Mission (TRMM) after two years in orbit. J. Appl. Meteor. 39:1965–1982.
Lai, C. D., , J. C. W. Rayner, , and T. P. Hutchinson. 1999. Robustness of the sample correlation—The bivariate lognormal case. J. Appl. Math. Decision Sci. 3:7–19.
Marks, D. A. Coauthors,. 2000. Climatological processing and product development for the TRMM ground validation program. Phys. Chem. Earth, Part B: Hydrol. 25:871–875.
Press, W. H., , B. P. Flannery, , S. A. Teukolsky, , and W. T. Vetterling. 1988. Numerical Recipes: The Art of Scientific Computing,. Cambridge University Press, 818 pp.
Robinson, M. Coauthors,. 2000. Evolving improvements to TRMM ground validation rainfall estimates. Phys. Chem. Earth, Part B: Hydrol. 25:971–976.
Schumacher, C., and R. A. Houze Jr. 2000. Comparison of radar data from the TRMM satellite and Kwajalein oceanic validation site. J. Appl. Meteor. 39:2151–2164.
Simpson, J. S., , C. Kummerow, , W-K. Tao, , and R. F. Adler. 1996. On the Tropical Rainfall Measuring Mission (TRMM). Meteor. Atmos. Phys. 60:19–36.
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. Meteor. 34:1978–2007.
Williams, C. R., , W. L. Ecklund, , and K. S. Gage. 1995. Classification of precipitation clouds in the Tropics using 915-MHz wind profilers. J. Atmos. Oceanic Technol. 12:966–1012.
Woodley, W. L., , A. R. Olsen, , A. Herndon, , and V. Wiggert. 1975. Comparison of gage and radar methods of convective rain measurement. J. Appl. Meteor. 14:909–928.
Young, C. B., , A. A. Bradley, , W. F. Krajewski, , A. Kruger, , and M. L. Morrissey. 2000. Evaluating NEXRAD multisensor precipitation estimates for operational hydrologic forecasting. J. Hydrometeor. 1:241–254.