“…Basin characteristics investigated as potential explanatory variables in the regional regression analyses were selected based on previous studies (Berwick, 1958;Parrett and Omang, 1981;Omang and others, 1986;Omang, 1992;and Parrett and Johnson, 2004), theoretical relations with peak flows, and the ability to generate the characteristics using GIS analysis and digital datasets. In previous regional regression studies for Montana, basin characteristics were manually estimated using paper topographic maps and overlaying transparent gridded cells on the maps.…”