This paper interprets the hidden structure, layers and figures into cultural landscape, invisible landscape, by using landscape adjectives based on Place Memory of locals. Methods for obtaining local landscape information are through semi-standardized interview and autobiographical questionnaires. As a research site, Janghang in Korea which have experienced not only colonized and autonomous industrialization but also de-industrialization is a typical modern industrial landscape even in Asia. Thus, the landscape is interpreted as layered images like a stratum and as a dynamic landscape that changes over time. People only remember selected memories such as regional and national images affected from industrial developing paradigm in Korea. Some images of the landscape are distorted by powers and influenced by places of memory. This study brings us some discussions that 'What do we look at and remember about the landscape?'