使用交互式视觉分析方法开发校园数字双胞胎
Xinyue Ye1, Suphanut Jamonnak2, Shannon Van Zandt1
1Department of Landscape Architecture and Urban Planning & Center for Geospatial Sciences, Applications and Technology, Texas A&M University, College Station, TX, 77840, USA.
概括
本研究介绍了一种新的视觉分析系统,以应对建筑环境中实施数字双胞胎 (DTs) 的挑战. 该系统使用招生数据来模拟校园容量,提高效率和决策.
科学领域:
- 数字化和智能城市
- 建筑环境 信息学 信息学
- 时间空间数据分析.
背景情况:
- 数字双胞胎 (DTs) 为提高建筑环境中的效率和决策提供了巨大的潜力.
- 目前的数据技术实施面临的挑战包括成本,复杂性,互操作性和数据集成.
研究的目的:
- 引入一种新的交互式视觉分析系统,旨在克服常见的数字双胞胎实施障碍.
- 展示该系统在模拟班级分布和校园建设能力方面的应用.
主要方法:
- 为数字生应用程序开发交互式视觉分析系统.
- 利用大学招生数据,转换成一个时空格式.
- 案例研究分析专注于模拟班级分布和校园资源利用.
主要成果:
- 该系统有效地解决了与DT开发中的成本,复杂性和数据集成相关的挑战.
- 通过大学校园案例研究证明了适应性和现实世界的适用性.
- 成功模拟类分配和建设能力,优化资源利用.
结论:
- 开发的视觉分析系统为在建筑环境中实施数字双胞胎提供了实用解决方案.
- 这种方法促进了关于空间和时间资源分配和校园规划的知情决策.
- 强调交互式视觉分析在城市和校园环境中推进数字双胞胎技术的潜力.
相关概念视频
Levels of Use of a GIS
40
Geographic Information Systems (GIS) operate across three levels of application, each representing an increasing degree of complexity: data management, analysis, and prediction. These levels reflect the expanding functionality and versatility of GIS technology in handling spatial data for diverse purposes.Data ManagementAt its foundational level, GIS serves as a tool for data management, enabling the input, storage, retrieval, and organization of spatial data. This level is often employed in...
40
Manipulation and Analysis
17
GIS manipulation and analysis functions are vital for decision-making and planning. These activities range from data retrieval tasks, such as selecting information based on specific criteria, to advanced analytical techniques that address complex spatial problems.One critical GIS analysis method is overlaying, which combines multiple data layers to examine impacts. For example, overlaying a river-dammed lake boundary with road networks can identify affected infrastructure. Another common...
17
Introduction to GIS
51
Geographic Information Systems (GIS) are tools for storing, analyzing, and displaying spatial data alongside related attributes. Unlike traditional information systems that address general queries, GIS incorporates spatial components, enabling users to answer "where" and "how far." For example, GIS can process housing data linked to geographic locations like zip codes, allowing insights into population density or housing distribution through thematic maps.GIS integrates technologies such as...
51
Thematic Layering in GIS
28
In the past, planning projects such as schools or public facilities required extensive manual effort to gather and compile data. Information such as property boundaries, soil characteristics, road networks, zoning regulations, and flood zones had to be sourced individually from courthouses, utility providers, and registry offices. Assembling these datasets into a coherent format often took several months, delaying project timelines.The introduction of Geographic Information Systems (GIS)...
28
GIS Software, Hardware, and Sources of GIS Data
39
A Geographic Information System (GIS) combines specialized software and hardware to effectively manage, analyze, and present spatial and related data. GIS software includes critical functionalities such as a user interface for easy navigation, database management tools for handling spatial and attribute data, and data retrieval features for efficient access. Analytical tools transform raw data into insights, while display functions produce maps and reports in various formats for effective...
39


