Fit-for-purpose environmental modeling: Targeting the intersection of usability, reliability and feasibility

Serena H. Hamilton*, Carmel A. Pollino, Danial S. Stratford, Baihua Fu, Anthony J. Jakeman

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    20 Citations (Scopus)

    Abstract

    Although it is widely acknowledged as a fundamental principle that models be fit-for-purpose, there remains lack of clarity on what this notion actually means and therefore how it is achieved. We contend that fitness-for-purpose must go beyond the functional use of the model to include its management, problem and project contexts. Accordingly, we propose a practical framework that considers fit-for-purpose modeling as the intersection of three requirements, in that the modeling be: useful, addressing the needs of the end user; reliable, obtaining an adequate level of certainty or trust; and feasible, within practical constraints of the project. Modeling choices, including the selection of spatial and temporal scales, system features and processes to include, and the type of model, can be better informed when the bounds of these fit-for-purpose requirements are defined. We focus on modeling in decision and management support settings, and demonstrate the framework with ecohydrological models designed for managing environmental flows. By explicitly linking its intended functional use and context to modeling choices, this framework can facilitate the design and development of environmental models that more effectively bridge science and management.

    Original languageEnglish
    Article number105278
    JournalEnvironmental Modelling and Software
    Volume148
    DOIs
    Publication statusPublished - Feb 2022

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