Improved generalized Fourier amplitude sensitivity test (FAST) for model assessment

Statistics and Computing

Volumn 13, Issue 3, 2003, Pages 221-226

  Fang, Shoufan ^a   Gertner, George Z ^a   Shinkareva, Svetlana ^a   Wang, Guangxing ^a   Anderson, Alan ^b  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

^b U S ARMY ENGINEER RESEARCH AND DEVELOPMENT CENTER   (United States)

Author keywords

Fourier amplitude sensitivity test (FAST); Model assessment; Sensitivity analysis; Uncertainty assessment

Indexed keywords

EID: 0345832333     PISSN: 09603174     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1024266632666     Document Type: Article

References (13)

1. Collins C. and Avissar R. 1994. An evaluation with the Fourier Amplitude Sensitivity Test (FAST) of which land surface parameters are of greatest importance in atmospheric modeling. Journal of Climate 7: 681-703.
2. Crosetto M. and Tarantula S. 2001. Uncertainty and sensitivity analysis: Tools for GIS-based model implementation. International Journal of Geographical information Science 15(5): 415-437.
3. Cukier R.I., Fortuin C.M., Shuler K.E., Petschek A.G., and Schaibly J.H. 1973. Study of the Sensitivity of coupled reaction systems to uncertainties in rate coefficients. I. Theory. Journal of Chemical Physics 59: 3873-3878.
4. Cukier R.I., Levine H.B., and Shuler K.E. 1978. Nonlinear sensitivity analysis of multiparameter model systems. Journal of Computational Physics 26: 1-42.
5. Cukier R.I., Schaibly J.H., and Shuler K.E. 1975. Study of the Sensitivity of coupled reaction systems to uncertainties in rate coefficients. III. Analysis of the approximation. Journal of Chemical Physics 63: 1140-1149.
6. Koda M., McRae G.J., and Seifeld J.H. 1979. Automatic sensitivity analysis of kinetic mechanisms. International Journal of Chemical Kinetics 11: 427-444.
7. Liu Y. and Avissar R. 1996. Sensitivity of shallow convective precipitation induced by land surface heterogeneities to dynamical and cloud microphysical parameters. Journal of Geophysical Research 101 (D3): 7477-7497.
8. Rodriguez-Camind E. and Avissar R. 1998. Comparison of three land-surface schemes with the Fourier amplitude sensitivity test (FAST). Tellus 50A(3): 313-332.
9. Saltelli A. and Bolado R. 1998. An alternative way to compute Fourier amplitude sensitivity test (FAST). Computational Statistics and Data Analysis 26: 445-460.
10. Saltelli A., Tarantola S., and Chan K.P.-S. 1999. A quantitative model-independent method for global sensitivity analysis of model output. Technometrics 41(1): 39-56.
11. Schaibly J.H. and Shuler K.E. 1973. Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. II. Applications. Journal of Chemical Physics 59: 3879-3888.
12. Wang G., Fang S., Gertner G.Z., and Anderson A. 2000. Uncertainty propagation and partitioning in spatial prediction of topographical factor for RUSLE. In: Proceedings of Fourth International Conference on Spatial Uncertainty. Amsterdam, Holland, pp. 717-722.
13. Wang G., Fang S., Shinkareva S., Gertner G.Z., and Anderson A. 2001. Uncertainty propagation and error budgets in spatial prediction of topographical factor for revised universal soil loss equation (RUSLE). Transactions of American Society of Agricultural Engineer 45(1): 109-118.