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<br />. made to help place extreme floods in perspective with present understanding of flood hydrology (National <br />Research Council, 1985; Jarrett and Costa, 1988). The recurrence interval for the maximum paleofloods on <br />Elkhead Creek ranges from about 1,000 to 10,000 years. The 1 O,OOO-yr flood estimate for Elkhead Creek <br />is about 6,500 fl3/s at Elkhead Dam. The PMF at Elkhead Dam (Ayres Associates, written commun., 1996) <br />is 36,052 ft3/S. Using the flood-frequency relations developed in this study, the PMF has a recurrence <br />interval in excess of a million years. The maximum paleoflood of 4,750 fl3/s in at least 1 0,000 years in <br />Elkhead Creek is about 13 percent of the PMF. Similar difference in maximum flood potential have been <br />documented for other Rocky Mountain streams where paleoflood studies have been conducted. <br /> <br />Flood potential in northwestem Colorado appears to be smaller than anywhere else in Colorado, except <br />perhaps streams in North and South Parks, These study results complement and extend the <br />documentation of elevation limits to substantial rainfall-produced flooding throughout the Rocky Mountains. <br />Many intermittent streams in northwestem Colorado have very little evidence of substantial runoff. A lack <br />of channel development is due to: (1) little snowpack and snowmelt runoff; and (2) these tributaries are <br />above the elevation for substantial rainfall intensities, amounts, and have a limited areal extent of <br />rainstorms and thus rainfall runoff, <br /> <br />An assessment was made of the likelihood that the PMF would not have occurred by chance in the <br />study area. The probability that the PMF would not have occurred in Elkhead Creek Basin in 10,000 <br />. years is 1.183 xl~, and the probability that the PMF would not have occurred in and part of <br />northwestem Colorado in 10,000 years is 3.3xl 0'37. Conversely, the probability that the PMF is <br />expected to have occurred is 0.9817 in the Elkhead Creek Basin and essentially is 1 for the PMF to occur <br />in at least one basin within the 4,200 mi2 study area. These probabilities help demonstrate that paleoflood <br />evidence for the PMF-based floods should have been identified if not in Elkhead Creek Basin, then <br />certainly in at least one basin in northwestem Colorado, Thus, it raises further question as to the <br />magnitude of the PMF estimate for Elkhead Creek, <br /> <br />Large differences between the PMP/PMF-based hydrology and paleoflood estimates for Elkhead Creek <br />and similar comparisons for numerous other rivers in Colorado and the westem United States indicate the <br />need to improve the understanding of flood hydrometeorology and reduce the uncertainty of extreme rainfall <br />and flood estimates. The most likely explanation for excessive PMP/PMF estimates in the Rocky <br />Mountains are: (1) transposition of distant low elevation storms; (2) precipitation maximization that does <br />not account for observed decreases in extreme, short duration precipitation with increasing elevation; (3) <br />remoteness from moisture sources; (4) use of questionable extreme rainfall and flood data to make flood <br />estimates; and (5) overestimation of the areal extent of extreme rainstorms. <br /> <br />Although both the PMP/PMF method and paleoflood techniques have uncertainties, maximum- <br />paleoflood estimates are based on physical evidence of extreme floods that are preserved in and along <br />. channels. Regional, interdisciplinary meteorologic, hydrologic, and paleoflood investigations provide <br />valuable information for integrating the complex response and uncertainties of a river basin to extreme <br /> <br />34 <br />