With the ongoing advancement of urban-rural integration,traditional villages are encountering challenges such as fragmented spatial patterns,the erosion of cultural landscapes,and the diminishing of distinctive featur...With the ongoing advancement of urban-rural integration,traditional villages are encountering challenges such as fragmented spatial patterns,the erosion of cultural landscapes,and the diminishing of distinctive features.Current landscape protection and utilization methods often exhibit limitations,including a narrow identification dimension,fragmented activation strategies,and a disconnect from modern development.To address these issues,this paper introduced the“landscape gene”theory from the perspective of urban and rural planning.It integrated artificial intelligence and Internet of Things technologies to construct a pathway for the inheritance and activation of landscape genes,centered around the concepts of Specifically,through remote sensing image recognition,village texture deconstruction,cultural element extraction,and a dynamic monitoring system,the core genes of traditional village spatial texture,historical sites,cultural symbols,and more were accurately identified and dynamically tracked.In terms of activation strategy,an AI-driven participatory planning platform guided the community in co-building and co-managing,thereby achieving adaptive regeneration and sustainable use of landscape genes in contemporary contexts.Empirical results indicated that this method could increase the retention rate of core landscape elements by 22%,enhance villager participation by 35%,and achieve an 87%satisfaction rate with landscape activation,effectively promote the cultural continuity and morphological renewal of traditional villages.展开更多
文摘With the ongoing advancement of urban-rural integration,traditional villages are encountering challenges such as fragmented spatial patterns,the erosion of cultural landscapes,and the diminishing of distinctive features.Current landscape protection and utilization methods often exhibit limitations,including a narrow identification dimension,fragmented activation strategies,and a disconnect from modern development.To address these issues,this paper introduced the“landscape gene”theory from the perspective of urban and rural planning.It integrated artificial intelligence and Internet of Things technologies to construct a pathway for the inheritance and activation of landscape genes,centered around the concepts of Specifically,through remote sensing image recognition,village texture deconstruction,cultural element extraction,and a dynamic monitoring system,the core genes of traditional village spatial texture,historical sites,cultural symbols,and more were accurately identified and dynamically tracked.In terms of activation strategy,an AI-driven participatory planning platform guided the community in co-building and co-managing,thereby achieving adaptive regeneration and sustainable use of landscape genes in contemporary contexts.Empirical results indicated that this method could increase the retention rate of core landscape elements by 22%,enhance villager participation by 35%,and achieve an 87%satisfaction rate with landscape activation,effectively promote the cultural continuity and morphological renewal of traditional villages.
