The long-term interplay between rural handicraft industries and village development has resulted in imbalances such as the disorder of living spaces, misalignment of production spaces, and ecological space disruptions. Comprehensively analyzing village landscape elements and actively maintaining their coordinated development are the keys to the transformation of handicraft villages. This study firstly introduces the theory of landscape genes and the concept of “Production–Living–Ecology Spaces” (PLESs) and then constructs the identification system of PLES landscape genes. The system starts from the three dimensions of the production, life, and ecology spaces of the village, identifies the landscape elements that have been passed down from generation to generation, and realizes a comprehensive interpretation of the landscape elements of handicraft villages. Using YaoTou Village in Shaanxi Province as a case study, this study illustrates its landscape characteristics, based on the genetic form of PLES landscape genes, using the G1-FCE method to collect evaluation data from both tourists and residents. These data help to identify the genetic status of the PLES landscape genes of YaoTou Village and propose targeted inheritance mechanisms. The results enable the comprehensive identification of production, ecological, and living landscape elements in handicraft villages, evaluating their inheritance status to carry out targeted modern innovative transformation. This study will provide a reference for identifying and preserving the landscape elements of YaoTou Village and more handicraft villages and contribute to rural revitalization.

Under the dual pressures of urbanization and tourism development, the Historic Centre of Macao, as a World Cultural Heritage site, faces challenges including the inadequate transmission of cultural elements and the excessive commercialisation of tourism development. To systematically identify and safeguard its cultural characteristics, this study introduces the theory of cultural genes, constructing a dual-strand identification model encompassing both tangible and intangible cultural genes. This model integrates architectural function, structure, and ornamentation, alongside indigenous religions, arts, and folklore, thereby achieving a comprehensive extraction of cultural elements. Building upon this foundation, the study employed the AHP-fuzzy comprehensive evaluation method to quantitatively assess the degree of identification with various cultural elements, integrating perspectives from three distinct groups: tourists, residents, and third-party experts. The findings revealed significant disparities in cultural identification across these groups. For instance, residents demonstrated the highest level of identification with beliefs and folk customs, whilst tourists favoured more tangible aspects such as decorative elements and cuisine, exhibiting generally weaker identification with architectural structures. The findings demonstrate that this study, through the establishment of a systematic framework for identifying cultural genes and a multi-stakeholder evaluation system, has accurately discerned the characteristics of various cultural genes and the public’s level of identification with them. This provides a scientific basis for evidence-based, differentiated, and precise governance of the Historic Centre of Macao, offering significant reference value for the conservation and revitalisation of similar cultural heritage sites.

Traditional residences in Southern Jiangsu are residential buildings characterized by local features that embody climate adaptability principles and reflect ecological wisdom and cultural significance rooted in environmental harmony. On the basis of the inheritance of architectural culture and the development of green design, this study aims to explore the scientific and green construction practices of traditional residences, with Xue Fucheng’s Former Residence in Wuxi City as a representative case of southern Jiangsu architecture. By measurement and data analysis, this study investigates the indoor thermal environment of traditional residences, focusing on temperature, humidity, wind speed, and radiant heat. It analyzes the methods and architectural mechanisms employed by traditional residences in Southern Jiangsu to control light, wind, and heat in the living environment. The findings summarize the inheritable experience in green and ecological design of traditional residences in Southern Jiangsu, providing a prudent reference for establishing a green building construction model and technique system with distinct features of Southern Jiangsu.