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<br />Table 14. Debris flows that have had significantly changed debris fans and rapids during the last century in <br />Grand Canyon (continued). <br /> <br /> Year(s) or year range of <br />Tributary name Name of rapid River mile Side debris flow(s) Method useef <br />Monument Creek tOranite 93.5 L 1960s 2 <br />Monument Creek tGranitc 93.5 L 1984,1996 I <br />Hermit Creek tHennit 95.5 L 1996 I <br />Boucher Creek Boucher 96.7 L 1951 to 1952 1,2 <br />Crystal Creek Crystal 98.2 R 1966 1.2,3 <br />Waltenberg Canyon Waltenberg 112.2 R 1938 to 1987 2 <br />Unnamed canyon New rapid 127.6 L 1989 I <br />I 28-Mile Creek 128-Mile 128.5 R 1890 to 1923 2 <br />Specter Chasm tSpecter 129.0 L 1989 1 <br />Bedrock Canyon tBedrock \30.5 R 1989 I <br />Unnamed canyon Unnamed riffle 133.0 L 1890 to 1923 2 <br />Kanab Canyon Kanab 143.5 R 1923101942 2 <br />Unnamed canyon #New rapid 160.8 R 1993 I <br />Prospect Canyon Lava Falls 179.4 L 1939 2 <br />Prospect Canyon Lava Falls 179.4 L 1954.1955.1963.1966 2,3 <br />Prospect Canyon tLaw Falls 179.4 L 1995 I <br />194-Mile Canyon tUnnarned riffle 194.5 L 1998 I <br />205-Mile Canyon 205-Mile 205.5 L 1937101956 2 <br />205-Mile Canyon t205-Mile 205.5 L 1998 I <br />Unnamed canyon Unnamed riffle 222.6 L 1890 to 1990 2 <br />Diamond Creek Diamond Creek 225.8 L 1984 I <br />Unnamed canyon 231-Mile 231.0 R 1890 to 1990 2 <br /> <br />.1 = Direct observation; 2:::: Repeat photography; 3:::: Aerial photography. <br />tEnlarged an existing rime or rapid after 1984. <br />#Created a new rime or rapid after 1984. <br /> <br />With logistic regression, the probability that an <br />event will occur, 1t(x), is: <br /> <br />1t(x) = eg(x) (7) <br />1 + eg(x) <br /> <br />where <br /> <br />g(x) = /30 + /3;Xi + ... + /3"x.. j = 1..... n, (8) <br /> <br />and Xi are the variables, /3i are the modeled variable <br />coefficients, and /30 is the y-axis intercept. Each <br />variable was chosen based on the statistical <br />significance of its contribution to the model <br />(Griffiths and others, 1996). Owing to the high <br />degree of spatial variability in tributary variables, <br />Grand Canyon tributaries were grouped into eastern <br />and western sets at Hermit Creek basin (mile 95). <br />For both the eastern and western Grand Canyon <br />models, n = 5 variables (table 15). Noteworthy <br />among the significant variables are several terms <br /> <br />that reflect the topographic relations of shale- <br />bearing formations to the Colorado River as well as <br />the aspect of the river corridor, which affects how <br />storms interact with canyon walls (Griffiths and <br />others, 1996). Fitted models explain about 74 <br />percent of observed debris flow occurrences. <br />These logistic-regression probabilities derive <br />from a cumulative-distribution function that can be <br />related to the cumulative-distribution function for <br />the binomial distribution. As such, these <br />probabilities must be converted into a more useful <br />form that reflects the magnitude-frequency relation <br />for debris flow in Grand Canyon. For large numbers <br />of data, such as the Colorado River tributaries, in <br />Grand Canyon the cumulative-binomial <br />distribution can be described by a <br />cumulative-distribution function for the normal <br />distribution (Haan, 1977). Because lognormally <br /> <br />DEBRIS-FLOW SEDIMENT YIELD 25 <br />