The authors acknowledge the constructive criticism of three anonymous reviewers. This work was supported through funding provided by NASA–RESAC Grant NS-2791 and LBNL Grant LDRD 366139. Work for the Department of Energy was under Contract DE-AC03-76SF00098.
Alpert, P. 1986. Mesoscale indexing of the distribution of orographic precipitation over high mountains. J. Appl. Meteor 25:532–545.
Alpert, P., and H. Shafir. 1989b. Meso-γ-scale distribution of orographic precipitation: Numerical study and comparison with precipitation derived from radar measurements. J. Appl. Meteor 28:1105–1116.
Andrieu, H., , M. N. French, , V. Thauvin, , and W. F. Krajewski. 1996:. Adaptation and application of a quantitative rainfall forecasting model in a mountainous region. J. Hydrol 184:243–259.
Barros, A. P., and D. P. Lettenmaier. 1993. Dynamic modeling of the spatial distribution of precipitation in remote mountainous areas. Mon. Wea. Rev 121:1195–1214.
Burns, J. I. 1953. Small-scale topographic effects on precipitation in San Dimas experimental forest. Trans. Amer. Geophys. Union 34:761–767.
Chua, S. H., and R. L. Bras. 1982. Optimal estimators of mean area precipitation in regions of orographic influence. J. Hydrol 57:23–48.
Daly, C., , R. P. Neilson, , and D. L. Phillips. 1994. A statistical–topographic model for mapping climatological precipitation over mountainous terrain. J. Appl. Meteor 33:140–158.
Deutsch, C. V., and A. G. Journel. 1998. GSLIB: Geostatistical Software Library and User's Guide. 2d ed. Oxford University Press, 368 pp.
Dirks, K. N., , J. E. Hay, , C. D. Stow, , and D. Harris. 1998. High-resolution studies of rainfall on Norfolk Island. Part II: Interpolation of rainfall data. J. Hydrol 208:187–193.
Entekhabi, D. and Coauthors, 1999. An agenda for land surface hydrology research and a call for the second International Hydrological Decade. Bull. Amer. Meteor. Soc 80:2043–2058.
Goovaerts, P. 2000. Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall. J. Hydrol 228:113–129.
Herman, A., , V. B. Kumar, , P. A. Arkin, , and J. V. Kousky. 1997. Objectively determined 10-day African rainfall estimates created for famine early warning systems. Int. J. Remote Sens 18:2147–2159.
Hevesi, J. A., , A. L. Flint, , and J. D. Istok. 1992. Precipitation estimation in mountainous terrain using multivariate geostatistics. Part II: Isohyetal maps. J. Appl. Meteor 31:677–688.
Isakson, A. 1996. Rainfall distribution over central and southern Israel induced by large-scale moisture flux. J. Appl. Meteor 35:1063–1075.
Kim, J., and S-T. Soong. 1996. Simulation of a precipitation event in the western United States. Regional Impacts of Global Climate Change, S. J. Ghan et al., Eds., Battelle Press, 73–84.
Kim, J., , N. L. Miller, , A. K. Guetter, , and K. P. Georgakakos. 1998. River flow response to precipitation and snow budget in California during the 1994/95 winter. J. Climate 11:2376–2386.
Kim, J., , N. L. Miller, , J. D. Farrara, , and S-Y. Hong. 2000. A seasonal precipitation and stream flow hindcast and prediction study in the western United States during the 1997/98 winter season using a dynamic downscaling system. J. Hydrometeor 1:311–329.
Leung, L. R., , M. S. Wigmosta, , S. J. Ghan, , D. J. Epstein, , and L. W. Vail. 1996. Application of a subgrid orographic precipitation/surface hydrology scheme to a mountain watershed. J. Geophys. Res 101:12803–12817.
Miller, N. L., and J. Kim. 1996. Numerical prediction of precipitation and river flow over the Russian River watershed during the January 1995 California storms. Bull. Amer. Meteor. Soc 77:101–105.
Pandey, G. R., , D. R. Cayan, , and K. P. Georgakakos. 1999. Precipitation structure in the Sierra Nevada of California during winter. J. Geophys. Res 104:12019–12030.
Rhea, J. O. 1978. Orographic precipitation model for hydrometeorologic use. Ph.D. dissertation, Department of Atmospheric Science, Colorado State University, 199 pp.
Tabios, G., and J. Salas. 1985. A comparative analysis of techniques for spatial interpolation of precipitation. Water Resour. Bull 21:365–380.
Wotling, G., , C. Bouvier, , J. Danloux, , and J-M. Fritsch. 2000. Regionalization of extreme precipitation distribution using the principal components of the topographic environment. J. Hydrol 233:86–101.