WIT Press


Decision Support For Flow In Porous Media: Optimal Sampling For Data Assimilation

Price

Free (open access)

Volume

38

Pages

10

Published

1999

Size

911 kb

Paper DOI

10.2495/CMWR990191

Copyright

WIT Press

Author(s)

R. Ghanem

Abstract

. A crucial point in any integrated assessment project is the development of reduced models of the various components being integrated. These reduced models are necessary as they permit the management of very complex systems in an acceptable time frame. More importantly though, reduced models should be designed so as to permit the various components of a complex system to interface by exchanging their inputs and outputs. In designing these models, it is essential to determine beforehand which inputs and outputs encapsulate the important characteristics of each subsystem vis-a-vis the task at hand. Given the levels of uncertainty in the systems associated with global change in general, and environmental systems in particular, a probabilistic framework is a most suitable context for carrying out the model

Keywords