Calibration of Large Spatial Models: A Multistage, Multiobjective Optimization Technique

[1]  Robert C. Spear,et al.  Large simulation models: calibration, uniqueness and goodness of fit , 1997 .

[2]  Robert V. O'Neill,et al.  Application of error analysis to a Marsh Hydrology Model , 1980 .

[3]  R. Gardner,et al.  Quantitative Methods in Landscape Ecology , 1991 .

[4]  Ben Chie Yen,et al.  A reliability estimation in modeling watershed runoff with uncertainties , 1990 .

[5]  Quan J. Wang,et al.  Using genetic algorithms to optimise model parameters , 1997 .

[6]  F. Sklar,et al.  The development of dynamic spatial models for landscape ecology: a review and prognosis , 1991 .

[7]  Keith Beven,et al.  CHANGING RESPONSES IN HYDROLOGY : ASSESSING THE UNCERTAINTY IN PHYSICALLY BASED MODEL PREDICTIONS , 1991 .

[8]  William K. Lauenroth,et al.  REGIONAL AND TEMPORAL VARIATION IN NET PRIMARY PRODUCTION AND NITROGEN MINERALIZATION IN GRASSLANDS , 1997 .

[9]  E. Rastetter,et al.  Potential Net Primary Productivity in South America: Application of a Global Model. , 1991, Ecological applications : a publication of the Ecological Society of America.

[10]  Kathleen P. Bell,et al.  Ecological economic modeling and valuation of ecosystems , 1995 .

[11]  Wolfram Stadler,et al.  Fundamentals of Multicriteria Optimization , 1988 .

[12]  Philip M. Dixon,et al.  Sampling ecological information: choice of sample size, reconsidered , 1993 .

[13]  John A. Nelder,et al.  A Simplex Method for Function Minimization , 1965, Comput. J..

[14]  M. B. Vigil.  High performance systems , 1995 .

[15]  F. Sklar,et al.  Modeling Coastal Landscape Dynamics , 1990 .

[16]  Thomas Maxwell,et al.  An Open Geographic Modeling Environment , 1997, Simul..

[17]  A. McGuire,et al.  Global climate change and terrestrial net primary production , 1993, Nature.

[18]  S. Sorooshian,et al.  Evaluation of Maximum Likelihood Parameter estimation techniques for conceptual rainfall‐runoff models: Influence of calibration data variability and length on model credibility , 1983 .

[19]  Keith Beven,et al.  Prophecy, reality and uncertainty in distributed hydrological modelling , 1993 .

[20]  James W. Haefner,et al.  Modeling Biological Systems , 1996, Springer US.

[21]  W. Stadler.  Multicriteria Optimization in Engineering and in the Sciences , 1988 .

[22]  Soroosh Sorooshian,et al.  Multi-objective global optimization for hydrologic models , 1998 .

[23]  P. E. Rasmussen,et al.  Long-Term Effects of Crop Management in Wheat-Fallow: II. CENTURY Model Simulations , 1994 .

[24]  Christopher R. Houck,et al.  Comparison of genetic algorithms, random restart and two-opt switching for solving large location-allocation problems , 1996, Comput. Oper. Res..

[25]  Edward J. Rykiel,et al.  Testing ecological models: the meaning of validation , 1996 .

[26]  Thomas Maxwell,et al.  Development of a general ecosystem model for a range of scales and ecosystems , 1996 .

[27]  J. Voogd,et al.  Multicriteria evaluation for urban and regional planning , 1982 .

[28]  N Oreskes,et al.  Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences , 1994, Science.

[29]  J. A. Rice,et al.  Independent Evaluation of A Bioenergetics Model For Largemouth Bass , 1984 .

[30]  George Kuczera,et al.  Assessing hydrologic model nonlinearity using response surface plots , 1990 .

[31]  William H. Press,et al.  Numerical recipes in C , 2002 .

[32]  H. Charles Romesburg,et al.  WILDLIFE SCIENCE: GAINING RELIABLE KNOWLEDGE , 1981 .

[33]  Robert Costanza,et al.  Assessing and communicating data quality in policy-relevant research , 1992 .

[34]  Jennifer L. Dungan,et al.  Forest ecosystem processes at the watershed scale: basis for distributed simulation , 1991 .

[35]  S Forrest,et al.  Genetic algorithms , 1996, CSUR.

[36]  Keith Beven,et al.  The future of distributed models: model calibration and uncertainty prediction. , 1992 .

[37]  Zbigniew Michalewicz,et al.  Genetic Algorithms + Data Structures = Evolution Programs , 1996, Springer Berlin Heidelberg.

[38]  Richard L. Scheaffer,et al.  Elementary Survey Sampling , 1971 .