At the micro-level, certain spatial coupling relation is existed between peasant household livelihood behaviors and environment dynamic changes. This paper from object of study, study methods and development of relevant research etc reviews the research on environment transformation and peasant household anti-poverty livelihood behaviors, and sums up the feature and problems by now, and based on that discusses the probability and direction of research on the karst rocky desertification transformation from the view of peasant household livelihood behaviors.