Modeling water regulation ecosystem services: A review in the context of ecosystem accounting

•Quantitative review of peer-reviewed literature on water regulation ecosystem services modeling.•Emerging trends and gaps of models application in water-related ecosystem services studies.•Relation between modeling approaches and the elements of ecosystem accounting.•A classification that organizes the variety of models and modeling approaches.•Main research priorities on the integration of models in the accounting framework.