城市土地供应与投放攸关城市规划的有效实施,城市管理制度创新亟待新型的、多样化的土地估价技术方法的支持和应用。本文基于澳大利亚悉尼市Pitt Town的“Vermont”居住开发项目的土地出让数据,从土地物理属性的微观层面出发,尝试通过建立多元线性回归模型(Multiple Linear Regression Model,MLRM)来进行区域土地估价,为未来项目周边地区的开发提供决策参考。目前国内土地估价仍多以定性比较评估为主,本文深入探讨了MLRM方法在地价评估与预测中的应用,以期为国内相关领域提供借鉴和参考。 The urban land supply and delivery are closely related to the effective implementation of urban planning. The innovation of urban management system urgently needs the support and application of new and diversified land valuation techniques. Based on the land transfer data of the “Vermont” residential development in Pitt Town, Sydney, Australia, this paper attempts to establish a multiple linear regression model (MLRM) for regional land valuation based on the micro-level of land physical attributes. , For the future development of the surrounding area to provide decision-making reference. At present, the domestic land valuation is still mostly based on qualitative comparative assessment. This paper discusses the application of MLRM method in land value assessment and prediction in depth in order to provide reference and references for related fields in China.