智能终端、移动互联网和WEB2.0技术的普及和发展，拓展了地图的应用领域，大众用户参与制图成为新时代地图服务的趋势，传统地图综合理论与方法面临新的机遇和挑战。本研究面向个性化地图服务和空间数据多尺度表达技术需求，基于传统多比例尺空间数据库，通过尺度融合技术动态生成连续尺度的地图信息。重点研究隐式函数复合和显式特征插值两种基于尺度融合的连续地图综合技术，分别从“数”和“形”的角度探索顾及空间数据地理特征的矢量数据尺度融合理论与方法，突破矢量数据高保真形状描述、地理实体和几何细节特征匹配模型、地理特征与空间关系多重约束下的形状插值以及综合过程尺度控制等关键技术，实现空间数据的连续地图综合，为不同终端、不同层次用户提供个性化的任意尺度地图信息服务。

The popularization and development of intelligent terminal、mobile internet and Web2.0 expand the application field of the cartography. The public and VGI mapping become new trend. The traditional theory and method of map generalization face new opportunities and challenges. This research faces to the requirements of personalized map services and multi-scale spatial data representation, develops a continuous generalization technology based on the traditional multi-scale spatial database by scale fusion. The two methodology of implicit function compounding and explicit characteristics interpolation, which explore the theory and method of vector data scale fusion from the point of mathematics and shape respectively, are the key research points. The research will break through the following key technology: the high fidelity shape descriptor, the matching models of geographical entity and geometry characteristic, the shape interpolation based on geometry and topology, and the mechanism of scale controlling during the process of generalization. The research will realize a continuous map generalization, who will provide convenience for the personalized map information service for different terminals and different users.