Fig. 3: Map of the study area.

This picture shows the location of Ningbo. Ningbo was chosen as a representative and typical city for this study. This figure is not covered by the Creative Commons Attribution 4.0 International License. Reproduced with permission of Liyuan Liu; copyright © Liyuan Liu, all rights reserved.