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Allen, M. R., P. A. Stott, J. F. B. Mitchell, R. Schnur, and T. L. Delworth. 2000. Quantifying the uncertainty in forecasts of anthropogenic climate change. Nature 407:617-620.
Armstrong, J. S., and F. Collopy. 1992. Error measures for generalizing about forecasting methods: empirical comparisons. International Journal of Forecasting 8:69-80.
Beck, M. B. 1987. Water quality modeling: a review of the analysis of uncertainty. Water Resources Research 23(8):1393-1442.
Berk, R. A., P. Bickel, K. Campbell, S. Keller-McNutly, E. Kelly, and J. Sacks. 2002. Workshop on Statistical Approaches for the Evaluation of Complex Computer Models. Statistical Science 17: 173-192.
Beldring, S. 2002. Multi-criteria validation of a precipitation-runoff model. Journal of Hydrology 257:189-211.
Beven, K., and A. Binley. 1992. The future of distributed models: model calibration and uncertainty prediction. Hydrological Processes 6:279-298.
Blöschl, G., and M. Sivapalan. 1995. Scale issues in hydrological modelling: a review. Hydrological Processes 9:251-290.
Brazier, R. E., K. J. Beven, J. Freer, and J. S. Rowan. 2000. Equifinality and uncertainty in physically based soil erosion models: application of the GLUE methodology to WEPP - the water erosion prediction project - for sites in the UK and USA. Earth Surface Processes and Landforms 25: 825-845.
Bubier, J. L., S. Frolking, P. M. Crill, and E. Linder. 1999. Net ecosystem productivity and its uncertainty in a diverse boreal peatland. Journal of Geophysical Research 104:27683-27692.
Cale, W. G., R. V. O’Neill, and H. H. Shugart. 1983. Development and application of desirable ecological models. Ecological Modelling 18:171-186.
Clark, J. S., S. Carpenter, M. Berber, S. Collins, A. Dobson, J. A. Foley, D. M. Lodge, M. Pascual, R. Pielke, W. Pizer, C. Pringle, W. V. Reid, K. A. Rose, O. E. Sala, W. H. Schlesinger, D. H. Wall, and D. Wear. 2001. Ecological forecasts: an emerging imperative. Science 293:657-660.
Forest, C. E., P. H. Stone, A. P. Sokolov, M. R. Allen, and M. D. Webster. 2002. Quantifying uncertainties in climate system properties with the use of recent climate observations. Science 295:113-117.
Franks, S. W., and K. J. Beven. 1997. Estimation of evapotranspiration at the landscape scale: a fuzzy disaggregation approach. Water Resources Research 33(12):2929-2938.
Funtowwicz, S. O., and J. R. Ravetz. 1990. Uncertainty and Quality in Science for Policy. Kluwer Academic Publishers, Dordrecht.
Gardner, R. H., and R. V. O’Neill. 1983. Parameter uncertainty and model predictions: a review of Monte Carlo results. Pages 245-257 in M. B. Berk and G. V. Straten, editors. Uncertainty and Forecasting of Water Quality. Springer-Verlag, New York.
Gardner, R. H., V. H. Dale, and R. V. O’Neill. 1990. Error Propagation and uncertainty in process modeling. Pages 208-219 in R. K. Dixon, R. S. Meldahl, G. A. Ruark, and W. G. Warren, editors. Forest Growth: Process Modeling of Response to Environmental Stress. Timber Press, Portland.
Hansen, S., M. Thorsen, E. J. Pebesma, S. Klesschulte, and H. Svendsen. 1999. Uncertainty in simulated nitrate leaching due to uncertainty in input data. A case study. Soil Use and Management 15:167-175.
Hargrove, W. W., R. H. Gardner, M. G. Turner, W. H. Romme, and D. G. Despain. 2000. Simulating fire patterns in heterogeneous landscapes. Ecological Modelling 135:243-263.
Heuvelink, G. B. M. 1998a. Uncertainty analysis in environmental modelling under a change of spatial scale. Nutrient Cycling in Agroecosystems 50:255-264.
Heuvelink, G. B. M. 1998b. Error Propagation in Environmental Modeling with GIS. Taylor & Francis, London.
Hunsaker, C. T., M. F. Goodchild, M. A. Friedl, and T. J. Case, editors. 2001. Spatial Uncertainty in Ecology: Implications for Remote Sensing and GIS Applications. Springer-Verlag, New York.
Jain, A. K., H. S. Kheshgi, and D. J. Wobbles. 1997. Is there an imbalance in the global budget of bomb-produced radiocarbon? Journal of Geophysical Research 102:1327-1333.
Jansen, M. J. W. 1998. Prediction error through modeling concepts and uncertainty from basic data. Nutrient Cycling in Agroecosystems 50:247-253.
Jenkins, J. C., D. W. Kicklighter, S. V. Ollinger, J. D. Aber, and J. M. Melillo. 1999. Sources of variability in net primary production predictions at a regional scale: a comparison using PnET-II and TEM4.0 in Northeastern US forests. Ecosystem 2:555-570.
Katz, R. W. 2002. Techniques for estimating uncertainty in climate change scenarios and impact studies. Climate Research 20:167-185.
Klepper, O. 1997. Multivariate aspects of model uncertainty analysis: tools for sensitivity analysis and calibration. Ecological Modelling 101:1-13.
Kros, J., E. J. Pebesma, G. J. Reinds, and P. A. Finke. 1999. Uncertainty assessment in modeling soil acidification at the European scale: a case study. Journal of Environmental Quality 28:366-377.
Krzysztofowicz, R. 1999a. Bayesian theory of probabilistic forecasting via deterministic hydrologic model. Water Resources Research 35:2739-2750.
Krzysztofowicz, R. 1999b. Bayesian Forecasting via Deterministic Model. Risk Analysis 19(4):739-749.
Kvalseth, T. O. 1985. Cautionary note about R2. The American Statistician 39(4):279-285.
Lowell, K., and A. Jaton, 1999. Spatial Accuracy Assessment Land Information Uncertainty in Natural Resources. Ann Arbor Press, Chelsea.
Mayer, D. G., and D. G. Butler. 1993. Statistical validation. Ecological Modelling 68:21-32.
McKay, M. D., W. J. Conover, and R. J. Beckman. 1979. A comparison of three methods for selection values of input variables in the analysis of output from a computer code. Technometrics 2:239-245.
Melching, C. S., and W. Bauwens. 2001. Uncertainty in coupled nonpoint source and stream water quality models. Journal of Water Resources Planning and Management 127:403-413.
Mitchell, T. D., and M. Hulme. 1999. Predicting regional climate change: living with uncertainty. Progress in Physical Geography 23:57-78.
Morgan, M. G., and M. Henrion. 1990. Uncertainty: A Guide to Dealing with Uncertainty in Quantitative Risk and Policy Analysis. Cambridge University Press, Cambridge.
Nash, J. E., and J. V. Sutcliffe. 1970. River flow forecasting through conceptual models. Part 1 - a discussion of principle. Journal of Hydrology 10:282-290.
Nauta, M. J. 2000. Separation of uncertainty and variability in quantitative microbial risk assessment models. International Journal of Food Microbiology 57:9-18.
O’Neill, R. V. 1979. Natural variability as a source of error in model predictions. Pages 23-32 in G. S. Innis and R. V. O’Neill, editors. Systems Analysis of Ecosystems. International Co-operative, Fairland, MD.
O’Neill, R. V., and R. H. Gardner. 1979. Sources of uncertainty in ecological models. Pages 447-463 in B. P. M. Zeigles, M. S. Elzas, G. J. Klir, and T. I. Oren, editors. Methodology in Systems Modelling and Simulation. North Holland, Amsterdam, Holland.
Oreskes, N., K. Shrader-Frechette, and K. Belitz. 1994. Verification, validation, and confirmation of numerical models in the earth sciences. Science 263:641-646.
Pate-Cornell, M. E. 1996. Uncertainties in risk analysis: six levels of treatment. Reliability Engineering and System Safety 54:95-111.
Petersen, A. C. 2000. Philosophy of climate science. Bulletin of the American Meteorological Society 81(2):265-271.
Rastetter, E. B., A. W. King, B. J. Cosby, G. M. Hornberger, R. V. O’Neill, and J. E. Hobbie. 1992. Aggregating fine-scale ecological knowledge to model coarser-scale attributes of ecosystems. Ecological Applications 2:55-70.
Reckhow, K. H. 1994. Water quality simulation modeling and uncertainty analysis for risk assessment and decision making. Ecological Modelling 72:1-20.
Regan, H., M. Colyvan, and M. A. Burgman. 2002. A taxonomy and treatment of uncertainty for ecology and conservation biology. Ecological Applications 12:618-628.
Reynolds, J. F., D. W. Hilbert, and P. R. Kemp. 1993. Scaling ecophysiology from the plant to the ecosystem: a conceptual framework. Pages 127-140 in J. R. Ehleringer and C. B. Field, editors. Scaling Physiological Processes: Leaf to Globe. Academic Press, SanDiego, CA.
Rykiel, E. J. 1996. Testing ecological models: the meaning of validation. Ecological Modelling 90: 229-244.
Rypdal, K., and W. Winiwarter. 2001. Uncertainties in greenhouse gas emission inventories - evaluation, comparability and implications. Environmental Science & Policy 4:107-116.
Saltelli, A., K. Chan, and E. M. Scott, editors. 2000. Sensitivity Analysis. Wiley, Chichester, UK.
Scherm, H. 2000. Simulating uncertainty in climate-pest models with fuzzy numbers. Environmental Pollution 108:373-379.
Scherm, H., and A. H. C. van Bruggen. 1994. Global warming and nonlinear growth: how important are changes in average temperature? American Phytopathological Scoiety 84:1380-1384.
Schulze, R. 2000. Transcending scales of space and time in impact studies of climate and climate change on agrohydrological responses. Agriculture, Ecosystem and Environment 82:185-212.
Stott, P. A., and J. A. Kettleborough. 2002. Origins and estimates of uncertainty in predictions of twenty-first century temperature rise. Nature 416:723-726.
Wiwatenadate, P., and H. G. Claycamp. 2000. Error propagation of uncertainties in multiplicative models. Human and Ecological Risk Assessment 6:355-368.
Wobbles, D. J., A. Jain, J. Edmonds, D. Harvey, and K. Hayhoe. 1999. Global change: state of the science. Environmental Pollution 100:57-86.
Wu, J. 1999. Hierarchy and scaling: extrapolating information along a scaling ladder. Canadian Journal of Remote Sensing 25:367-380.
Zak, S. K., and K. J. Beven. 1999. Equifinality, sensitivity and predictive uncertainty in the estimation of critical load. The Science of the Total Environment 236:191-214.
Zhang, J., and C. T. Haan. 1996. Evaluation of uncertainty in estimated flow and phosphorus loads by FHANTM. Applied Engineering in Agriculture 12(6):663-669.
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WU, J., LI, H. (2006). UNCERTAINTY ANALYSIS IN ECOLOGICAL STUDIES:AN OVERVIEW. In: WU, J., JONES, K.B., LI, H., LOUCKS, O.L. (eds) SCALING AND UNCERTAINTY ANALYSIS IN ECOLOGY. Springer, Dordrecht. https://doi.org/10.1007/1-4020-4663-4_3
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