On inducing equations for vegetation resistance

被引:340
作者
Baptist, M. J.
Babovic, V.
Uthurburu, J. Rodriguez
Keijzer, M.
Uittenbogaard, R. E.
Mynett, A.
Verwey, A.
机构
[1] WL Delft Hydraul, NL-2629 HD Delft, Netherlands
[2] Delft Univ Technol, Fac Civil Engn & Geosci, Water Resource Sect, NL-2628 CN Delft, Netherlands
[3] Natl Univ Singapore, Singapore 117576, Singapore
[4] UNESCO IHE, NL-2611 AX Delft, Netherlands
关键词
vegetation; roughness; resistance; genetic programming; knowledge discovery;
D O I
10.1080/00221686.2007.9521778
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The paper describes the process of induction of equations for the description of vegetation-induced roughness from several angles. Firstly, it describes two approaches for obtaining theoretically well-founded analytical expressions for vegetation resistance. The first of the two is based on simplified assumptions for the vertical flow profile through and over vegetation, whereas the second is based on an analytical solution to the momentum balance for flow through and over vegetation. In addition to analytical expressions the paper also outlines a numerical I-DV k-epsilon turbulence model which includes several important features related to the influence plants exhibit on the flow. Last but not least, the paper presents a novel way of applying genetic programrning to the results of the I-DV model, in orderto obtain an expression for roughness based on synthetic data. The resulting expressions are evaluated and compared with an independent data set of flume experiments.
引用
收藏
页码:435 / 450
页数:16
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