全球985个城市的多层次街区划分数据集
Jintong Tang1, Liyan Xu2,3, Hongbin Yu4
1Institute of Remote Sensing and Geographical Information Systems, School of Earth and Space Sciences, Peking University, Beijing, China.
Scientific data
|March 20, 2025
概括
全球985个城市的多层次街区划分 (MSDCW) 是一个新的开放数据集,提供了标准化的城市街区数据. 本资源解决了城市规划和研究的全球数据不一致问题.
科学领域:
- 城市研究 城市研究
- 地理信息系统 (GIS) 是指地理信息系统.
- 数据科学数据科学数据科学
背景情况:
- 街区数据对于城市规划和统计至关重要,但在全球范围内存在差异.
- 发达国家拥有成熟的系统,而发展中国家缺乏完整或标准化的数据.
- 不一致的街区划分阻碍了国际城市比较研究.
研究的目的:
- 引入全球985个城市的多层次街区划分 (MSDCW) 数据集.
- 为全球城市提供标准化,多层次的街区划分系统.
- 在全球范围内实现一致的城市研究和规划.
主要方法:
- 汇编了142个国家的985个城市 (人口>50万) 的街区数据.
- 开发了多层次街区区块划分的标准化方法.
- 将MSDCW数据集与现有的官方城市数据集进行验证.
主要成果:
- 在五个空间层面上,MSDCW数据集提供了标准化的街区划分.
- 验证证实MSDCW提供了合理的城市街区区分.
- 该方法允许研究人员生成定制的街区数据集.
结论:
- MSDCW数据集是城市规划和研究的宝贵基础资源.
- 标准化的全球街区数据有助于进行国际比较研究.
- 提出的方法使研究人员能够创建自己的街区数据.
相关概念视频
Selected Data About Geographic Locations
20
Geographic Information Systems (GIS) rely on two core types of data: spatial data and attribute data.Spatial DataSpatial data defines the physical location of features within a coordinate system, typically expressed in terms of latitude and longitude. It provides precise positioning for elements like roads, rivers, or buildings.Attribute DataAttribute data complements spatial data by adding descriptive information about these features. For example, a road's spatial data includes its start and...
20
Levels of Use of a GIS
25
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...
25
GIS Software, Hardware, and Sources of GIS Data
38
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...
38
Design Example: Alignment of a Road Line Using GIS
25
The alignment of a road line using Geographic Information Systems (GIS) is a critical process in civil engineering, combining advanced technology with practical decision-making. This methodology begins with the collection of geospatial data, including information on land cover, geomorphology, drainage patterns, slope, and contour details. Such data is typically acquired through satellite imagery and GIS tools, offering a comprehensive understanding of the terrain.Once the data is gathered, it...
25
Types of Global Positioning System Surveys
43
GPS surveying methods vary in application, accuracy, and data collection techniques, catering to diverse surveying and mapping needs. Static GPS, kinematic GPS, and real-time kinematic (RTK) surveying are widely used. Each technique offers distinct advantages.Static GPS involves placing one receiver at a known reference point and another at the target point. It collects exact positional data by observing multiple satellite ranges over an extended period, achieving centimeter-level accuracy for...
43
Thematic Layering in GIS
26
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)...
26


