Sensitivity analysis approaches to investigate uncertainty in process-based models, with application to aquaculture

• Michael Currie ^[1] ; Claire Miller ^[1] ; Marian Scott ^[1] ; Alan Hills ^[2]
  1. [1] University of Glasgow

     University of Glasgow

     Reino Unido

     
  2. [2] Scottish Environment Protection Agency
• Localización: Proceedings of the 35th International Workshop on Statistical Modelling : July 20-24, 2020 Bilbao, Basque Country, Spain / Itziar Irigoyen Garbizu (ed. lit.), Dae-Jin Lee (ed. lit.), Joaquín Martínez Minaya (ed. lit.), María Xosé Rodríguez Álvarez (ed. lit.), 2020, ISBN 978-84-1319-267-3, págs. 310-313
• Idioma: inglés
• Enlaces
  • Texto Completo Libro
• Resumen

  • Sensitivity and uncertainty analyses are e ective tools for assessing uncertainty around parameter estimation for complex computer models, and hence increase con dence in model predictions. NewDEPOMOD is a particle tracking model used for monitoring the environmental impacts of aquaculture, and will be used as an application to extend sensitivity analysis methods to consider models with a multivariate response.