The services of ecological environment are critical to socio-economy by underpinning human welfare.Currently, how to dynamically predict ecosystem service value (ESV) is a multidisciplinary sharp-edge issue in the research field of sustainable development. Artificial neural networks (ANNs) has been proved to perform better than many classical modeling methods in an increasing number of applications in ecological modeling.However, too few applications have been reported in ecological economics. In this paper...