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As expected, the cumulative rainfall increases from west to east, starting with a minimum over the semi-arid Rocky Mountain cordillera (115-105 W) and ending with a broad maximum near the eastern boundary of our study area. Even with a single Z-R relationship, absolute and relative rainfall totals are close to those derived by independent rain gauge analyses.
Plotting rainfall with respect to time of day brings out the importance of the diurnal cycle in the warm season. Almost all precipitation west of 105 W is produced in the early to late afternoon, while the time of maximum precipitation shifts to later periods as one moves further east. The plots suggest a daily initiation of convection in the early afternoon over the Rocky Mountains, with eastward progression of heavy precipitation all the way to the Appalachian Mountains over a 48 hour period. If this pattern could be better understood and represented in numerical models, this could lead to improvements in both climate models and 1-2 day forecasts of heavy precipitation over the U.S.
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