journal article Sep 01, 1994

A review of techniques for parameter sensitivity analysis of environmental models

View at Publisher Save 10.1007/bf00547132
Topics

No keywords indexed for this article. Browse by subject →

References
66
[1]
Atherton, R.W., Schainker, R.B., and Ducot, E.R.: 1975, ?On the Statistical Sensitivity Analysis of Models for Chemical Kinetics?, AIChE. 21, 441?448. 10.1002/aic.690210304
[2]
Bauer, L.R., and Hamby, D.M.: 1991, ?Relative Sensitivities of Existing and Novel Model Parameters in Atmospheric Tritium Dose Estimates?, Rad. Prot. Dosimetry. 37, 253?260.
[3]
Bellman, R., and Astrom, K.J.: 1970, ?On Structural Identifiability?, Math. Biosci. 7, 329?339. 10.1016/0025-5564(70)90132-x
[4]
Box, G.E.P., Hunter, W.G., and Hunter, J.S.: 1978. Statistics for Experimenters: an Introduction to Design, Data Analysis, and Model Building. John Wiley & Sons. New York.
[5]
Breshears, D.D.: 1987, Uncertainty and sensitivity analyses of simulated concentrations of radionuclides in milk. Fort Collins, CO: Colorado State University, MS Thesis, pp. 1?69.
[6]
Cacuci, D.G., Weber, C.F., Oblow, E.M., and Marable, J.H.: 1980. ?Sensitivity Theory for General systems of Nonlinear Equations?, Nuc. Sci. and Eng. 75, 88?110. 10.13182/nse75-88
[7]
Cacuci, D.G., Maudlin, P.J., and Parks, C.V.: 1983, ?Adjoint Sensitivity Analysis of Extremum-Type Responses in Reactor Safety?, Nuc. Sci. and Eng. 83, 112?135. 10.13182/nse83-a17994
[8]
Cobelli, C., and Romanin-Jacur, G.: 1976, ?Controllability, Observability and Structural Identifiability of Multi Input and Multi Output Biological Compartmental Systems?, IEEE Trans. Biomed. Eng. 23, 93. 10.1109/tbme.1976.324568
[9]
Cobelli, C., and DiStefano, J.J.: 1980, ?Parameter and Structural Identifiability Concepts and Ambiguities: A critical Review and Analysis?, Amer. J. Physiol. 239, R7-R24.
[10]
Conover, W.J.: 1980, Practical Nonparametric Statistics, 2nd edn. John Wiley & Sons, New York.
[11]
Cox, N.D.: 1977, ?Comparison of Two Uncertainty Analysis Methods?, Nuc. Sci. and Eng. 64, 258?265. 10.13182/nse77-a27096
[12]
Crick, M.J., Hill, M.D. and Charles, D.: 1987, ?The Role of Sensitivity Analysis in Assessing Uncertainty. In: Proceedings of an NEA Workshop on Uncertainty Analysis for Performance Assessments of Radioactive Waste Disposal Systems, Paris, OECD, pp. 1?258.
[13]
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 J. Chem. Phys. 59, 3873?3878. 10.1063/1.1680571
[14]
Cukier, R.I., Levine, H.B. and Schuler, K.E.: 1978, ?Nonlinear Sensitivity Analysis of Multiparameter Model Systems?, J. Computational Phys. 26, 1?42. 10.1016/0021-9991(78)90097-9
[15]
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 Approximations?, J. Chem. Phys. 63, 1140?1149. 10.1063/1.431440
[16]
Cunningham, M.E., Hann, C.R., and Olsen, A.R.: 1980, ?Uncertainty Analysis and Thermal Stored Energy Calculations in Nuclear Fuel Rods?, Nuc. Technol. 47, 457?467. 10.13182/nt80-a32400
[17]
Dalrymple, G.J., and Broyd, T.W.: 1987, ?The Development and Use of Parametric Sampling Techniques for Probabilistic Risk Assessment. IAEA-SR-111/54P?, In: Implications of Probabilistic Risk Assessment (M.C. Cullingford, S.M. Shah, and J.H. Gittus eds.), Elsevier, London, pp. 171?186.
[18]
Demiralp, M., and Rabitz, H.: 1981, ?Chemical Kinetic Functional Sensitivity Analysis: Elementary Sensitivities?, J. Chem. Phys. 74, 3362?3375. 10.1063/1.441489
[19]
Dickinson R.P., and Gelinas, R.J.: 1976, ?Sensitivity Analysis of Ordinary Differential Equation Systems ? A Direct Method?, J. Computational Phys. 21, 123?143. 10.1016/0021-9991(76)90007-3
[20]
Downing, D.J., Gardner, R.H., and Hoffman, F.O.: 1985, ?An Examination of Response-Surface Methodologies for Uncertainty Analysis in Assessment Models?, Technometrics. 27, 151?163. (See also Letter to the Editor, by R.G. Easterling and a rebuttal, Technometrics 28, 91?93, 1986.) 10.1080/00401706.1985.10488032
[21]
Dunker, A.M.: 1981, ?Efficient Calculation of Sensitivity Coefficients for Complex Atmospheric Models?, Atmospheric Environment 15, 1155?1161. 10.1016/0004-6981(81)90305-x
[22]
Gardner, R.H.: Huff, D.D., O'Neill, R.V., Mankin, J.B., Carney, J. and Jones, J.: 1980, ?Application of Error Analysis to a Marsh Hydrology Model?, Water Resources Res. 16, 659?664. 10.1029/wr016i004p00659
[23]
Gardner, R.H., O'Neill, R.V., Mankin, J.B. and Carney, J.H.: 1981, ?A Comparison of Sensitivity Analysis and Error Analysis Based on a Stream Ecosystem Model?, Ecol. Modelling. 12, 173?190. 10.1016/0304-3800(81)90056-9
[24]
Hall, M.C.G., Cacuci, D.G., Schlesinger, M.E.: 1982, ?Sensitivity Analysis of a Radiative-Convective Model by the Adjoint Method?, J. Atmos. Sci. 39, 2038?2050. 10.1175/1520-0469(1982)039<2038:saoarc>2.0.co;2
[25]
Hamby, D.M.: 1993, ?A Probabilistic Estimation of Atmospheric tritium Dose?, Health Phys. 65, 33?40. 10.1097/00004032-199307000-00005
[26]
Hamby, D.M. 1995, ?A Numerical Comparison of Sensitivity Analysis Techniques?, scheduled to appear in Health Phys. 68.
[27]
Helton, J.C., Garner, J.W., Marietta, M.G., Rechard, R.P., Rudeen, D.K. and Swift, P.N.: 1993. ?Uncertainty and Sensitivity Analysis Results Obtained in a Preliminary Performance assessment for the Waste Isolation Pilot Plant, Nuc. Sci. and Eng. 114, 286?331. 10.13182/nse93-a24041
[28]
Helton, J.C., Garner, J.W., McCurley, R.D. and Rudeen, D.K.: 1991, Sensitivity analysis techniques and results for performance assessment at the waste isolation pilot plant. Albuquerque, NM: Sandia National Laboratory; Report No. SAND90-7103. 10.2172/5692496
[29]
Helton, J.C. and Iman, R.L.: 1982, ?Sensitivity Analysis of a Model for the Environmental Movement of Radionuclides?, Health Phys. 42, 565?584. 10.1097/00004032-198205000-00002
[30]
Helton, J.C., Iman, R.L. and Brown, J.B.: 1985, ?Sensitivity Analysis of the Asymptotic Behavior of a Model for the Environmental Movement of Radionuclides, Ecol. Modelling. 28, 243?278. 10.1016/0304-3800(85)90077-8
[31]
Helton, J.C., Iman, R.L., Johnson, J.D., and Leigh, C.D.: 1986, ?Uncertainty and Sensitivity Analysis of a Model for Multicomponent Aerosol Dynamics, Nuc. Technol. 73, 320?342. 10.13182/nt86-a16075
[32]
Hoffman, F.O. and Gardner, R.H.: 1983, ?Evaluation of Uncertainties in Environmental Radiological Assessment Models?, in: Till, J.E.; Meyer, H.R. (eds) Radiological Assessments: a Textbook on Environmental Dose Assessment. Washington, DC: U.S. Nuclear Regulatory Commission; Report No. NUREG/CR-3332.
[33]
Horwedel, J.E., Worley, B.A., Oblow, E.M., Pin, F.G. and Wright, R.Q.: 1988, GRESS version 0.0 user's manual. Oak Ridge, TN: Oak Ridge National Laboratory; Report No. ORNL/TM-10835.
[34]
Iman, R.L.: 1987, ?A Matrix-Based Approach to Uncertainty and Sensitivity Analysis for Fault Trees?, Risk Analysis. 7, 21?33. 10.1111/j.1539-6924.1987.tb00966.x
[35]
Iman, R.L. and Conover, W.J.: 1979, ?The Use of the Rank Transform in Regression?, Technometrics. 21, 499?509. 10.1080/00401706.1979.10489820
[36]
Iman, R.L. and Conover, W.J.: 1980 ?Small Sample Sensitivity Analysis Techniques for Computer Models, With an Application to Risk Assessment?, Commun. Stats. ? Theor. and Meth. A9, 1749?1842. 10.1080/03610928008827996
[37]
Iman, R.L. and Conover, W.J.: 1982, Sensitivity-analysis techniques: self-teaching curriculum. Albuquerque, NM: Sandia National Laboratories; Report No. NUREG/CR-2350. 10.2172/5388062
[38]
Iman, R.L. and Helton, J.C.: 1985, A comparison of uncertainty and sensitivity analysis techniques for computer models. Albuquerque, NM: Sandia National Laboratory; Report No. NUREG/CR-3904.
[39]
Iman, R.L., and Helton, J.C. 1988, ?An Investigation of Uncertainty and Sensitivity Analysis Techniques for Computer Models?, Risk Analysis. 8, 71?90. 10.1111/j.1539-6924.1988.tb01155.x
[40]
Iman, R.L., and Helton, J.C., 1991; ?The Repeatability of Uncertainty and Sensitivity Analyses for Complex Probabilistic Risk Assessments?, Risk Analysis. 11, 591?606. 10.1111/j.1539-6924.1991.tb00649.x
[41]
Iman, R.L. Helton, J.C. and Campbell, J.E. 1978, Risk methodology for geologic disposal of radioactive waste: sensitivity analysis techniques. Albuquerque, NM: Sandia National Laboratories; Report No. NUREG/CR-0390. 10.2172/6525224
[42]
Iman, R.L. Helton, J.C. and Campbell, J.E.: 1981a, ?An Approach to Sensitivity Analysis of Computer Models: Part I ? Introduction, Input Variable Selection and Preliminary Assessment?, J. Qual. Technol., 13, 174?183. 10.1080/00224065.1981.11978748
[43]
Iman, R.L. Helton, J.C. and Campbell, J.E.: 1981b, ?An Approach to sensitivity Analysis of Computer Models: Part II ? Ranking of Input Variables, Response Surface Validation, Distribution Effect and Technique Synopsis?, J. Qual. Technol. 13, 232?240. 10.1080/00224065.1981.11978763
[44]
Iman, R.L. and Shortencarier, M.J.: 1984, A FORTRAN 77 program and user's guide for the generation of Latin hypercube and random samples for use with computer models. Albuquerque, NM: Sandia National Laboratory; Report No. NUREG/CR-3624. 10.2172/7091452
[45]
International Atomic Energy Agency (IAEA), ?1989, Evaluating the reliability of predictions made using environmental transfer models. Vienna: Safety Series No. 100. Report No. STI/PUB/835; 1?106.
[46]
Kim, T.W., Chang, S.H. and Lee, B.H., 1988 ?Uncertainty and Sensitivity Analyses in Evaluating Risk of High Level Waste Repository?, Rad. Waste Management and the Nuc. Fuel Cycle. 10, 321?356.
[47]
Kleijnen, J.P.C., van Ham, G., and Rotmans, J., 1992, ?Techniques for Sensitivity Analysis of Simulation Models: A Case Study of the CO2 Greenhouse Effect?, Simulation. 58, 410. 10.1177/003754979205800610
[48]
Koda, M., Dogru, A.H., and Seinfeld, J.H.: 1979 ?Sensitivity Analysis of Partial Differential Equations with Application to Reaction and Diffusion Processes?. J. Computational Phys. 30, 259?282. Koda, M. 1982, ?Sensitivity Analysis of the Atmospheric Diffusion Equation?, Atmos. Environment, 16, 2595?2601. 10.1016/0021-9991(79)90103-7
[49]
Krieger, T.J., Durston, C., and Albright, D.C.: 1977 Statistical Determination of Effective Variables in Sensitivity Analysis?, Trans. Am. Nuc. Soc. 28, 515?516.
[50]
Liepmann, D., and Stephanopoulos, G., 1985, ?Development and Global Sensitivity Analysis of a Closed Ecosystem Model,? Ecol. Modelling. 30, 13?47. 10.1016/0304-3800(85)90035-3

Showing 50 of 66 references

Cited By
1,492
Environmental Science &amp; Technol...
Stochastic Environmental Research a...
Journal of Biosystems Engineering
Erosion Potential Method (Gavrilović method) sensitivity analysis

Nevena DRAGIČEVIĆ, Barbara KARLEUŠA · 2017

Soil and Water Research
Journal of The Royal Society Interf...
Theoretical and Applied Climatology
Reliability Engineering &amp; Syste...
Metrics
1,492
Citations
66
References
Details
Published
Sep 01, 1994
Vol/Issue
32(2)
Pages
135-154
License
View
Cite This Article
D. M. Hamby (1994). A review of techniques for parameter sensitivity analysis of environmental models. Environmental Monitoring and Assessment, 32(2), 135-154. https://doi.org/10.1007/bf00547132