[Purpose/significance] As an important branch of local chronicles, landscape chronicle contains rich his? torical resources of landscape culture. Semantic knowledge association of its historical data has positive significance for its development and utilization in the digital age. [Method/process] Based on the construction of the semantic knowl? edge association framework of landscape chronicle historical resources, the paper takes "Shahu Zhi" as an example to conduct empirical research. On the basis of data collection and analysis, an ontology model framework is constructed to realize knowledge in the field of landscape chronicle historical resources. The standardization and remodeling of con? cepts, based on the Drupal content management platform for linked data application to realize the relational release of the relationship between the concepts of landscape chronicle historical resources, is combined with the graph database Neo4j to build a knowledge graph to realize multi-dimensional knowledge discovery. [Result/conclusion] Taking "Sha? hu Zhi" as the object, the empirical research verifies the rationality of the semantic knowledge association framework of the landscape chronicle historical resources, and provides a feasible implementation plan for the landscape chronicle historical resources from collection and description to organization and publication, and even knowledge discovery. This research provides a reference value for the semantic organization of historical materials in the field of local chroni? cles, and also provides a new research perspective for the development and utilization of local landscape culture.