Legitimising data-driven models: exemplification of a newdata-driven mechanistic modelling framework
(2013)
Journal Article
Mount, N. J., Dawson, C., & Abrahart, R. (2013). Legitimising data-driven models: exemplification of a newdata-driven mechanistic modelling framework. Hydrology and Earth System Sciences, 17(7), 2827-2843. https://doi.org/10.5194/hess-17-2827-2013
In this paper the difficult problem of how to legitimise data-driven hydrological models is addressed using an example of a simple artificial neural network modelling problem. Many data-driven models in hydrology have been criticised for their black-... Read More about Legitimising data-driven models: exemplification of a newdata-driven mechanistic modelling framework.