Hydrogeological conceptual model building and testing: A review

•Reviewed 59 studies that applied hydrogeological multi-model approach.•Developing mutually exclusive, collectively exhaustive models remains a challenge.•Conceptual model testing is underutilised but can uncover inconsistent assumptions.•Iterative model development and testing accommodate conceptual “surprises”.•Model testing is limited by the independence and information content of data.