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In addition, sensitivity analysis showed that the two most sensitive input variables towards such prediction were drying time and temperature.
The results of the one-way sensitivity analyses are shown in a tornado diagram, which presents the 37 most sensitive input variables around the base-case value in terms of the discounted ICER (≥1% of base-case ICER and listed in descending order).
Therefore, these parameters are the most sensitive input parameters of neural network.
Thanks to the PROSPECT model and changing the most sensitive input (leaf chlorophyll content) while fixing others, seasonal leaf reflectance and transmittance could be simulated (Barry et al. 2009).
Coefficient of determination analysis of the obtained results correlation selective network output indicates that depth, total nitrogen, total phosphorus and chlorophyll a are the most sensitive input parameters of this network, respectively.
Based on this, adding or removing any parameter corresponds to the greatest increase or decrease, respectively, in the coefficient of determination which would be considered as the most sensitive input parameter of neural networks.
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The analysts at AIL developed models to refine estimates of the most sensitive inputs.
The three most sensitive inputs for injectivity are the horizontal permeability and the residual aqueous saturation of the injection layer, and the initial fracture-pressure gradient.
For the plume area, the most sensitive inputs are the horizontal permeability of the injection layer and the residual aqueous saturation of the two adjacent layers above the injection layer.
Results from the sensitivity analysis discussed in the " Methods" section indicated that biomass yields, HTL conversion efficiency, and the fermentation system are the most sensitive inputs to the overall production cost of biofuel.
The sensitivity analysis indicated that the SSEBop model is most sensitive to input variables, land surface temperature (LST) and reference ET (ETo); and parameters, differential temperature (dT), and maximum ET scalar (Kmax), particularly during the non-growing season and in dry areas.
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