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<br />occur on the scale of tens or hundreds of square kilometers -- a scale several orders of magnitude finer than <br /> <br />current GCM resolution.6 <br /> <br />Second, hydrologic parameterizations in GCMs are very simple and often do not provide the <br /> <br />detailed information necessary for water-resource planning (WMO, 1987). For example, the GCM soil- <br /> <br />moisture budget is typically computed by the so-called "bucket method", in which the field capacity of the <br /> <br />soil is assumed to be uniform everywhere (Manabe. 1969a,b). Runoff occurs when the soil moisture <br /> <br />exceeds this capacity, and the rate of evaporation is determined as a simple function of the soil moisture <br /> <br />and the potential evaporation rate (Manabe and Wetherald, 1985). Efforts are being made to improve GCM <br /> <br />hydrology (Dickinson, 1984; IPCC, 1990), including improvements in vegetation parameterizations and the <br /> <br />behavior of soils. Until such improvements occur, however, other methods must be used to evaluate <br /> <br />hydrologic impacts. <br /> <br />Temperature predictions are considered to be the most reliable GCM output relative to <br /> <br />precipitation, and other climatic variables (IPCC, 1990). More generally, GCM predictions of changes In <br /> <br />temperature, precipitation, and other climatological variables are considered much more reliable than <br /> <br />predictions of runoff or soil moisture (IPCC, 1990; WMO, 1987). Consequently, several investigators have <br /> <br />emphasized using temperature and precipitation estimates for a doubled-C~ environment as inputs to more <br /> <br />detailed regional models (e.g., USEPA, 1990; Lettenmaier and Gan, 1990; Bultot, et al., 1988; Gleick, <br /> <br />1987a,b). <br /> <br />Under the guidance of the U.S. Environmental Protection Agency, a set of climate-change <br /> <br />scenarios was developed for use in evaluating the impacts of the greenhouse effect on water availability in <br /> <br />6.y-his is not meant to imply that increasing GCM resolution alone will resolve the bulk of the problems <br />with GCMs, which suffer from several other limitations. Nonetheless, the resolution problem is critical for <br />hydrologic analysis, particularly in regions where hydrologic processes are dominated by orography. <br /> <br />8 <br />