SENSITIVITY ANALYSIS OF SIMULATED CONTAMINATED SEDIMENT TRANSPORT

Citation
Ta. Fontaine et Vmf. Jacomino, SENSITIVITY ANALYSIS OF SIMULATED CONTAMINATED SEDIMENT TRANSPORT, Journal of the american water resources association, 33(2), 1997, pp. 313-326
Citations number
33
Categorie Soggetti
Geosciences, Interdisciplinary","Water Resources","Engineering, Civil
Journal title
Journal of the american water resources association
ISSN journal
1093474X → ACNP
Volume
33
Issue
2
Year of publication
1997
Pages
313 - 326
Database
ISI
SICI code
0043-1370(1997)33:2<313:SAOSCS>2.0.ZU;2-F
Abstract
A simulation analysis of contaminated sediment transport involves mode l selection, data collection, model calibration and verification, and evaluation of uncertainty in the results. Sensitivity analyses provide information to address these issues at several stages of the investig ation. A sensitivity analysis of simulated contaminated sediment trans port is used to identify the most sensitive output variables and the p arameters most responsible for the output variable sensitivity. The ou tput variables included are streamflow and the flux of sediment and Cs -137. The sensitivities of these variables are measured at the field a nd intermediate scales, for flood and normal flow conditions, using th e HSPF computer model. A sensitivity index was used to summarize and c ompare the results of a large number of output variables and parameter s. An extensive database was developed to calibrate the model and cond uct the sensitivity analysis on a 6.2 mi(2) catchment in eastern Tenne ssee. The fluxes of sediment and Cs-137 were more sensitive than strea mflow to changes in parameters for both flood and normal flow conditio ns. The relative significance of specific parameters on output variabl e sensitivity varied according to the type of flow condition and the l ocation in the catchment. An implications section illustrates how sens itivity analysis results can help with model selection, planning data collection, calibration, and uncertainty analysis.