Chapter 14 - Limitations on Predictive Modeling in Geomorphology ...
Chapter 14 - Limitations on Predictive Modeling in Geomorphology ...
Chapter 14 - Limitations on Predictive Modeling in Geomorphology ...
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340 THE SCIENTIFIC NATURE OF GEOMORPHOLOGY<br />
2 /3<br />
2/ 3<br />
q S qs<br />
= 17 + 0.4<br />
d50<br />
d50<br />
(SI units)<br />
2/3<br />
2/3<br />
Figure <str<strong>on</strong>g>14</str<strong>on</strong>g>.1 Sediment transport rate q s / d50<br />
versus water discharge rate q / d50<br />
. Data compiled<br />
by Meyer-Peter and Muller (1948). S is water surface slope, q s and q are, respectively, sediment<br />
andwater discharge <strong>in</strong> kg m -1 s -1 . The l<strong>in</strong>e is the orig<strong>in</strong>al Meyer-Peter formula<br />
The symbols represent experiments with particles of different mean size d 50 : 0.0286 m (closed<br />
circles); 0.00505 m (open circles); 0.00702 m (plus signs); 0.00494 m (crosses); 0.00317 m<br />
(squares)<br />
c<strong>on</strong>nect<strong>in</strong>g reducti<strong>on</strong>ism with scientific <strong>in</strong>vestigati<strong>on</strong> <strong>in</strong> general. In geomorphic systems,<br />
'empirical' variables that are found to be useful for predicti<strong>on</strong> may <strong>in</strong> fact be related to<br />
emergent variables of the system. In such cases, search<strong>in</strong>g for emergent variables, and the<br />
c<strong>on</strong>stitutive rules that c<strong>on</strong>nect them, should be a central focus of activity of<br />
geomorphological science. This po<strong>in</strong>t of view has been recently articulated by Werner<br />
(1995) <strong>in</strong> terms of geomorphic attractors.<br />
To return to the case of bedload transport, if a laboratory-tested model such as that due<br />
to Meyer-Peter (Figure <str<strong>on</strong>g>14</str<strong>on</strong>g>. 1) were an accurate c<strong>on</strong>stitutive model, it might <strong>in</strong> pr<strong>in</strong>ciple be<br />
used as the basis for scal<strong>in</strong>g up to large-scale geomorphic applicati<strong>on</strong>s. Several decades