Patel, C. J., Burford, B. & Ioannidis, J. P. Assessment of vibration of effects due to model specification can demonstrate the instability of observational associations.
Furthermore, the peformance degradation due to model reduction can be compensated from an IMC structure.
Grower profits increased on average by $35/acre, except in corn after soybean (due to model inaccuracies that are being corrected for the 2012 growing season).
Uncertainties for choosing such parameters, model capabilities/limitations due to model assumptions have been studied and discussed in this paper.
The manually developed models have a substantial shortcoming due to model subjectivity and difficulties with accessing its reliability.
Studies find that major uncertainties are due to model inputs, e.g., emissions and meteorology, more so than the model itself.
The feedback action has the function to compensate the tracking error due to model uncertainties and unknown disturbances.
State-of- the-art network simulators provide extensive physical environment emulation, but still have limitations due to model abstractions.
However, the approximated error between the model and the real process due to model reduction might bring significant performance degradation.
Although this may be an artefact due to model incompleteness, we show that GCLC-GSS can sustain a flux distribution in which extracellular GSH is catabolised into cysteinylglycine and glutamate, therefore explaining the observed glutamate secretion in ccRCC cell lines.
We need to invest in better flood hazard maps and update them to transparently show the uncertainty in flood levels due to model inaccuracies and potential changes in weather, urbanization and drainage.
