The Workbench for Spatial Data Science

This presentation explores methodologies and establishes protocols for developing workbenches for spatial data science in research, teaching, and business applications. The objectives of this workbench are to provide:(1) An easy, efficient and customizable toolkit for spatial data analysis with newly added nodes, (2) An integration of data, methodology, and applications for spatial data science, (3) Workflow-based case studies for teaching and research in spatial social science, (4) A training base for users with no skills in GIS and advanced methodology.本报告探索并确立了面向科研、教学及商业应用的空间数据科学工作台的开发方法与协议。该工作台的构建目标如下： (1) 借助新增节点（nodes），打造便捷、高效且可自定义的空间数据分析工具集； (2) 实现空间数据科学领域数据、方法与应用的一体化整合； (3) 为空间社会科学的教学与科研提供基于工作流的案例研究资源； (4) 为不具备GIS（Geographic Information System）及高级方法相关技能的用户提供培训支撑平台。