2.1. Study area
Dalian is located on the southern tip of the Eastern Liaoning
Peninsula, with the Yellow Sea to the east, the Bohai Sea to the west,
and with Liaoning, Jilin and Heilongjiang (the three northeastern
provinces) and part of Inner Mongolia Autonomous Region to the
north