Global sensitivity analysis (GSA) projects uncertainty of input parameters onto the variance of model responses, leading to improved characterization of complex systems and assisting design of measurement networks. GSA is compatible with model discrimination criteria and allows assessing contributions of model uncertainty to the overall system variability. Examples are presented to showcase the role of GSA in interpreting groundwater flow/transport processes, where quantification of uncertainty associated with model predictions is critical to design management strategies.
The Role of Global Sensitivity Analysis in Interpreting Subsurface Processes under Uncertainty / Valentina Ciriello. - ELETTRONICO. - (2016), pp. 1-1. (Intervento presentato al convegno 2016 SIAM Conference on Uncertainty Quantification tenutosi a Lausanne nel April 5-8, 2016).
The Role of Global Sensitivity Analysis in Interpreting Subsurface Processes under Uncertainty
CIRIELLO, VALENTINA
2016
Abstract
Global sensitivity analysis (GSA) projects uncertainty of input parameters onto the variance of model responses, leading to improved characterization of complex systems and assisting design of measurement networks. GSA is compatible with model discrimination criteria and allows assessing contributions of model uncertainty to the overall system variability. Examples are presented to showcase the role of GSA in interpreting groundwater flow/transport processes, where quantification of uncertainty associated with model predictions is critical to design management strategies.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
