This research was supported in part by NSF Grant EIA-0131937 to GMH. This study is also a contribution of the University of Nebraska Agricultural Research Division, Lincoln, Nebraska, Journal Series 14511. We thank three anonymous reviewers who provided constructive and helpful comments that improved this manuscript. We also thank the Information Technology Services group at NSSL for their assistance.
Anthes, R. A., 1984: Enhancement of convective precipitation by mesoscale variations in vegetative covering in semiarid regions. J. Climate Appl. Meteor., 23 , 541–554.
Benjamin, S. O., , and N. L. Seaman, 1985: A simple scheme for objective analysis in curved flow. Mon. Wea. Rev., 113 , 1184–1198.
Chang, J-T., , and P. J. Wetzel, 1991: Effects of spatial variations of soil moisture and vegetation on the evolution of a prestorm environment: A numerical case study. Mon. Wea. Rev., 119 , 1368–1390.
Changnon, S. A., 1984: Temporal and spatial variations in hail in the upper Great Plains and Midwest. J. Climate Appl. Meteor., 23 , 1531–1541.
Changnon, S. A., cited. 1997: Trends in hail in the United States. Proc. Workshop on Social and Economic Impacts of Weather, Boulder, CO, USWRP. [Available online at http://sciencepolicy.colorado.edu/socasp/weather1/changnon.html.].
Changnon, S. A., , and G. E. Stout, 1967: Crop-hail intensities in central and northwest United States. J. Appl. Meteor., 6 , 542–548.
Chen, F., , and J. Dudhia, 2001: Coupling an advanced land surface–hydrology model with the Penn State–NCAR MM5 modeling system. Part II: Preliminary model validation. Mon. Wea. Rev., 129 , 587–604.
Clark, C. A., , and R. W. Arritt, 1995: Numerical simulations of the effect of soil moisture and vegetation cover on the development of deep convection. J. Appl. Meteor., 34 , 2029–2045.
Crawford, T. M., , D. J. Stensrud, , F. Mora, , J. W. Merchant, , and P. J. Wetzel, 2001: Value of incorporating satellite-dervied land cover data in MM5/PLACE for simulating surface temperatures. J. Hydrometeor., 2 , 453–468.
Crook, N. A., 1996: Sensitivity of moist convection forced by boundary layer processes to low-level thermodynamic fields. Mon. Wea. Rev., 124 , 1767–1785.
Dudhia, J., 1989: Numerical study of convection observed during the winter monsoon experiment using a mesoscale two-dimensional model. J. Atmos. Sci., 46 , 3077–3107.
Dudhia, J., 1993: A nonhydrostatic version of the Penn State–NCAR Mesoscale Model: Validation tests and simulation of an Atlantic cyclone and cold front. Mon. Wea. Rev., 121 , 1493–1513.
Henebry, G. M., , and I. C. Ratcliffe, 2003: Occurrence and persistence of hailstreaks in the vegetated land surface. Preprints, 17th Conf. on Hydrology, Long Beach, CA, Amer. Meteor. Soc., CD-ROM, JP5.3.
Hong, S-Y., , and H-L. Pan, 1996: Nonlocal boundary layer vertical diffusion in a medium-range forecast model. Mon. Wea. Rev., 124 , 2322–2339.
Janjic, Z. I., 1994: The step-mountain Eta coordinate model: Further developments of the convection, viscous sublayer, and turbulence closure schemes. Mon. Wea. Rev., 122 , 927–945.
Kain, J. S., , and J. M. Fritsch, 1993: Convective parameterization for mesoscale models: The Kain–Fritsch scheme. The Representation of Cumulus Convection in Numerical Models, Meteor. Monogr., No. 46, Amer. Meteor. Soc., 165–170.
Kessler, E., , and G. F. White, 1981: Thunderstorms in a social context. The Thunderstorms in Human Affairs, E. Kessler, Ed., University of Oklahoma Press, 3–18.
Klimowski, B. A., , M. R. Hjelmfelt, , M. J. Bonkers, , D. Sedlacek, , and L. R. Johnson, 1998: Hailstorm damage observed from the GOES-8 satellite: The 5–6 July 1996 Butte–Meade storm. Mon. Wea. Rev., 126 , 831–834.
Kunkel, K. E., , R. A. Pielke, , and S. A. Changnon, 1999: Temporal fluctuations in weather and climate extremes that cause economic and human health impacts: A review. Bull. Amer. Meteor. Soc., 80 , 1077–1098.
Kurkowski, N. P., , D. J. Stensrud, , and M. E. Baldwin, 2003: Assessment of implementing satellite-derived land cover data in the Eta Model. Wea. Forecasting, 18 , 404–416.
Li, B., , and R. Avissar, 1994: The impact of spatial variability of land-surface characteristics on land-surface heat fluxes. J. Climate, 7 , 527–537.
Mahfouf, J. F., , E. Richard, , and P. Mascart, 1987: The influence of soil and vegetation on the development of mesoscale circulations. J. Climate Appl. Meteor., 26 , 1483–1495.
Mlawer, E. J., , S. J. Taubman, , P. D. Iacono, , and S. A. Clough, 1997: Radiative transfer for inhomogeneous atmosphere: RRTM, a validated correlated-k model for the longwave. J. Geophys. Res., 102 , D14,. 16663–16682.
NOAA, 1997: Storm Data. Vol. 39, No. 7, 347 pp. [Available online at http://www5.ncdc.noaa.gov/pdfs/sd/sd.html.].
Ookouchi, Y., , M. Segal, , R. C. Kessler, , and R. A. Pielke, 1984: Evaluation of soil moisture effects on the generation and modification of mesoscale circulations. Mon. Wea. Rev., 112 , 2281–2292.
Rabin, R. M., , S. Stadler, , P. J. Wetzel, , D. J. Stensrud, , and M. Gregory, 1990: Observed effects of landscape variability on convective clouds. Bull. Amer. Meteor. Soc., 71 , 272–280.
Sanchez, J. L., , R. Fraile, , J. L. De La Madrid, , M. T. De La Fuente, , P. Rodrfguez, , and A. Castro, 1996: Crop damage: The hail size factor. J. Appl. Meteor., 35 , 1535–1541.
Santanello Jr., J. A., , and T. N. Carlson, 2001: Mesoscale simulation of rapid soil drying and its implications for predicting daytime temperature. J. Hydrometeor., 2 , 71–88.
Schadler, G., 1990: Triggering of atmospheric circulations by moisture inhomogeneities of the earth’s surface. Bound.-Layer Meteor., 51 , 1–30.
Segal, M., , and R. W. Arritt, 1992: Nonclassical mesoscale circulations caused by surface sensible heat flux gradients. Bull. Amer. Meteor. Soc., 73 , 1593–1604.
Segal, M., , R. Avissar, , M. C. McCumber, , and R. A. Pielke, 1988: Evaluation of vegetation effects on the generation and modification of mesoscale circulations. J. Atmos. Sci., 45 , 2268–2292.
Segal, M., , W. E. Schreiber, , G. Kallos, , J. R. Garratt, , A. Rodi, , J. Weaver, , and R. A. Pielke, 1989: The impact of crop areas in northeast Colorado on mid-summer mesoscale thermal circulations. Mon. Wea. Rev., 117 , 809–825.
Yan, H., , and R. A. Anthes, 1988: The effects of variations in surface moisture on mesoscale circulations. Mon. Wea. Rev., 116 , 192–208.