| In our study we identify dominant hydroclimatic variables and large-scale patterns that lead to high streamflow events in the Santa Cruz, Salt, and Verde River in Arizona for the period 1979-2009 using Principal Component Analysis (PCA). We used winter (Nov - March) data from the USGS daily streamflow database and 11 variables from the North American Reanalysis (NARR) database, in addition to weather maps from the Hydrometeorological Prediction Center (HPC). Using streamflow data, we identify precipitation events that led to the highest 98th percentile of daily streamflow events and find dominant hydroclimatic variables associated with these events. We find that upper level winds and moisture fluxes are dominant variables that characterize events. The dominant mode for all three basins is associated with frontal systems, while the second mode is associated with cut-off upper level low pressure systems. Our goal is to provide forecasting agencies with tools to improve flood forecasting practices. |
