Abstract
This paper describes the development of a comprehensive geographic database of historical precipitation and runoff measurements for the conterminous U.S. The database is used in a spatial analysis to characterize large scale precipitation and runoff patterns and to assess the utility and limitations of using historical hydro-meteorological data for providing spatially distributed precipitation estimates at regional and continental scales. Long-term annual average precipitation (P) and runoff (Q) surfaces (geographically referenced, digital representations of a continuous spatial distribution) generated from interpolation of point measurements are used in a distributed water balance calculation to check the reliability of precipitation estimates. The resulting input-output values (P- Q) illustrate the deficiency (sparse distribution and low elevation bias) of historical precipitation measurements in the mountainous western U.S. where snowmelt is an important component of the annual runoff. The incorporation of high elevation snow measurements into the precipitation record significantly improves the water balance estimates in some areas and enhances the utility of historical data for providing spatially distributed precipitation estimates in topographically diverse regions. Regions where the use of historical precipitation data may be most limited for precipitation estimation are identified and alternatives to the use of interpolated historical data for precipitation estimation across large heterogenous regions are suggested. The research establishes a database for continental scale studies and provides direction for the successful development of spatially distributed regional scale water balance models.
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Bradley, R. S., Diaz, H. F., Eischeid, J. K., Jones, P. D., Kelly, P. M., and Goodess, C. M.: 1987, ‘Precipitation Fluctuations over Northern Hemisphere Land Areas Since the Mid-19th Century’, Science 237, 171–175.
Brutsaert, W.: 1986, ‘Catchment-Scale Evaporation and the Atmospheric Boundary Layer’, Water Resources Res. 22, 39S-45S.
Budyko, M. I.: 1974, Climate and Life, Academic Press, New York, 508 pp.
Chow, V. T.: 1964, Handbook of Applied Hydrology, McGraw-Hill, New York.
Diaz, H. F., Bradley, R. S., and Eischeid, J. K.: 1989, ‘Precipitation Fluctuations over Global Land Areas Since the Late 1800's’, J. Geophys. Res. 94, 1195–1210.
Dingman, S. L., Seely-Reynolds, D. M. and III, Reynolds, R. C.: 1988, ‘Application of Kriging to Estimating Mean Annual Precipitation in a Region of Orographic Influence’, Water Resources Res. 24, 329–339.
Dolph, J., Marks, D., and King, G. A.: 1992, ‘Sensitivity of the Regional Water Balance in the Columbia River Basin to Climate Variability: Application of a Spatially Distributed Water Balance Model’, in Naiman, R. J. and Sedell, J. R. (eds.), (to appear in:) New Perspectives for Watershed Management: Balancing Long-Term Sustainability with Cumulative Environmental Change, Springer-Verlag.
Dooge, J. C.: 1986, ‘Looking for Hydrologic Laws’, Water Resources Res. 22, 46S-58S.
Dooge, J. C.: 1990, ‘Hydrologic Models and Climate Change’, Keynote Address, Chapman Conference on Hydrologic Aspects of Global Climate Change, Lake Chelan, WA, American Geophysical Union.
Eagleson, P. S.: 1986, ‘The Emergence of Global-Scale Hydrology’, Water Resources Res. 22, 6S-14S.
EarthInfo Inc.: 1990, Hydrodata Users Manual: USGS Daily and Peak Flows, U.S. West Optical Publishing, Denver Colo., 187 pp.
Eubank, R. L.: 1988, Spline Smoothing and Nonparametric Regression, Statistics: Textbooks and Monographs, 90, Marcel Dekker, New York, 438 pp.
Finkelstein, P. L. and Truppi, L. E.: 1991, ‘On the Spatial Distribution of Precipitation Seasonality in the United States’, J. Clim. 4, 373–385.
Grotch, S. L.: 1988, Regional Intercomparisons of General Circulation Model Predictions and Historical Climate Data, Technical Report, Carbon Dioxide Research Division, U.S. Department of Energy, Washington D.C., 292 pp.
Gucinski, H., Marks, D., and Turner, D. P.: 1990, Biospheric Feedbacks to Climate Change: The Sensitivity of Regional Trace Gas Emissions, Evapotranspiration, and Energy Balance to Vegetation Redistribution, Technical Report, U.S. Environmental Agency, Environmental Research Laboratory, Corvallis, Ore, 265 pp.
Hall, F. G., Strebel, D. E., and Sellers, P. J.: 1988, ‘Linking Knowledge among Spatial and Temporal Scales: Vegetation, Atmosphere, Climate, and Remote Sensing’, Landscape Ecology 2, 3–22.
Hansen, J., Lacis, A., Rind, D., Russell, G., Stone, P., Fung, I., Ruedy, R., and Lerner, J.: 1984, ‘Climate Sensitivuty, Analysis of Feedback Mechanisms’, in Hansen, J. E., and Takahashi T. (eds.), Climate Processes and Climate Sensitivity, Geophysical Monograph, vol. 5, American Geophysical Union, Washington, D.C., 130–163.
Hansen, J. and Lebedeff, S.: 1987, ‘Global Trends of Measured Surface Air Temperature’, J. Geophys. Res. 92, 13345–13372.
Haxby, W. F., Karner, G. D., LaBrecque, J. L., and Weissel, J. K.: 1983, ‘Digital Images of Combined Oceanic and Continental Data Sets and Their Use in Tectonics Studies’, Eos 64, 995–1004.
Hevesi, J. A., Flint, A. L., and Istok, J. D.: (1992a), ‘Precipitation Estimation in Mountainous Terrain Using Multivariate Geostatistics: 2. Isohyetal Maps’, (to appear in:) J. Appl. Meteorol.
Hevesi, J. A., Istok, J. D., and Flint, A. L.: (1992b), ‘Precipitation Estimation in Mountainous Terrain Using Multivariate Geostatistics: 1. Structural Analysis’, (to appear in:) J. Appl. Meteorol.
Isaaks, E. H. and Srivastava, R. M.: 1989, Applied Geostatistics, Oxford University Press, New York, 561 pp.
Jones, P. D., Wigley, T. M., and Wright, P. B.: 1986, ‘Global Temperature Variations between 1861 and 1984’, Nature 322, 430–434.
Karl, T. R., 1988, ‘Multi-year Fluctuations of Temperature and Precipitation: the Gray Area of Climate Change’, Climatic Change 12, 177–198.
Karl, T. R. and Riebsame, W. E.: 1989, ‘The Impact of Decadal Fluctuations in Mean Precipitation and Temperature on Runoff: A Sensitivity Study over the United States’, Climatic Change 15, 423–447.
Kineman, J. (ed.): 1985, Revised FNOC Global Elevation, Terrain, and Surface Characteristics, Digital Data: NOAA/NGDC/WDC-A, Boulder, Colo.
Linsley, R. K., Kohler, M. A., and Paulhus, J.: 1982, Hydrology for Engineers, 3rd ed., McGraw Hill Inc., New York, 508 pp.
N.O.A.A. National Geophysical Data Center: 1989, Geophysics of North America: Users Guide, U.S. Department of Commerce, Boulder, Colo.
Neilson, R. P.: 1986, ‘High Resolution Climatic Analysis and Southwest Biogeography’, Science 232, 27–34.
Neilson, R. P., King, G. A., DeVelice, R. L., Lenihan, J., Marks, D., Dolph, J., Campbell, W. G., and Glick, G.: 1989, ‘Sensitivity of Ecological Landscapes and Regions to Global Climate Change’, Technical Report EPA/600/3–89/073, U.S. Environmental Protection Agency, Washington D.C., 103 pp.
Phillips, D. L., Dolph, J., and Marks, D.: (1992), ‘A Comparison of Geostatistical Procedures for Spatial Analysis of Precipitation in Mountainous Terrain’, (to appear in:) Agricultural and Forest Meteorol.
Quinlan, F. T., Karl, T. R., and Williams, C. N.: 1987, United States Historical Climatology Network (HCN) Serial Temperature and Precipitation Data, U.S. Department of Energy, Carbon Dioxide Information Analysis Center, Oak Ridge, Tenn., 160 pp.
Rasmusson, E. M.: 1985, ‘El Nino and Variations in Climate’, Amer. Sci. 73, 168–177.
Rasmusson, E. M. and Arkin, P. A.: 1990, ‘Measuring and Understanding Global Precipitation Variability’, in Symposium on Global Change Systems: Special Sessions on Climate Variations and Hydrology, Feb. 5–9, Anaheim, Calif. American Meteorological Society, Boston, Mass., pp. 37–44.
Rind, D.: 1984, ‘The Influence of Vegetation on the Hydrologic Cycle in a Global Climate Model’, in Hansen, J. E. and Takahashi, T. (eds.), Climate Processes and Climate Sensitivity, Geophysical Monograph, vol. 5, American Geophysical Union, Washington, D.C., 73–92.
Rind, D., Goldberg, R., Hansen, J., Rosenzweig, C., and Ruedy, R.: 1990, ‘Potential Evapotranspiration and the Likelihood of Future Drought’, J. Geophys. Res. 95, 9983–10005.
Ropelewski, D. F. and Halpert, M. S.: 1986, ‘North American Precipitation and Temperature Patterns Associated with the El Niño Southern Oscillation Cycle’, Mon. Wea. Rev. 114, 2352–2362.
Ropelewski, D. F. and Halpert, M. S.: 1987, ‘Global and Regional Scale Precipitation Patterns Associated with the El Niño Southern Oscillation Cycle’, Mon. Wea. Rev. 115, 1606–1626.
Shugart, H. H. and West, D. C.: 1977, ‘Development of an Appalachian Deciduous Forest Succession Model and Its Application to Assessment of the Impact of the Chestnut Blight’, J. Env. Management 5, 161–179.
Tabios, G. Q. and Salas, J. D.: 1985, ‘A Comparative Analysis of Techniques for Spatial Interpolation of Precipitation’, Water Resources Bulletin 21, 365–380.
U.S.D.A. Soil Conservation Service: 1988, Snow Survey and Water Supply Products Reference, USDA-SCS Western National Technical Center, Portland. Ore.
U.S. Army Corps of Engineers: 1988, GRASS Users and Programmers Manual, U.S. Army Corps of Engineers, Construction Engineering Research Laboratory, Champagne, IL.
U.S. Water Resources Council: 1978, ‘The Nation's Water Resources 1975–2000’, Analytical Data Summary, Washington, D.C.
Wallis, J. R., Lettenmaier, D. P., and Wood, E. F.: (1991), ‘A Daily Hydro-Climatological Data Set for the Continental United States’, Water Resources Res. 27, 1657–1664.
Wigley, T. M., Angell, J., and Jones, P. D.: 1985, ‘Analysis of the Temperature Record’, in Detecting the Climatic Effects of Increasing Carbon Dioxide, U.S. Department of Energy, Washington D.C., pp. 198–199.
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Dolph, J., Marks, D. Characterizing the distribution of observed precipitation and runoff over the continental United States. Climatic Change 22, 99–119 (1992). https://doi.org/10.1007/BF00142961
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DOI: https://doi.org/10.1007/BF00142961