区域自动驾驶旅游流程的空间差异化特征:云南中部城市聚集地的案例研究
Xiaofeng Ji1,2, Haiqin Huang1,2, Fang Chen2,3
1Faculty of Transportation Engineering, Kunming University of Science and Technology, Kunming Yunnan 650504, China.
Heliyon
|November 29, 2023
概括
中国的自动驾驶游览显示了一个核心边缘模式,受风景点和高速公路的影响. 远离城市中心的旅游资源和交通状况的影响减少.
科学领域:
- 旅游地理 旅游地理
- 运输 地理 交通 地理
- 空间分析 空间分析
背景情况:
- 自动驾驶旅游是旅游业的一个不断增长的部分.
- 了解自驾游的空间模式对于区域发展至关重要.
- 城市聚集地为旅游流分析带来了独特的挑战和机会.
研究的目的:
- 调查A级风景点对自动驾驶旅游行为的空间影响.
- 分析高速公路网络分布对自动驾驶旅游流动的影响.
- 检查中国城市聚集地规模的自动驾驶旅游模式.
主要方法:
- 利用了三个主要假期的道路交通大数据.
- 应用空间分析方法来了解分布差异.
- 采用地理加权回归模型来确定影响因素.
主要成果:
- 云南中部城市聚集区的自动驾驶旅游展现了核心边缘空间模式.
- 在旅游流动中检测到显著的空间自相关性 (系数为0.54).
- 旅游资源和交通状况的影响从核心城市区域向外减少.
结论:
- 自动驾驶旅游流在城市聚集区内表现出明显的空间差异化特征.
- 这些发现为理解自动驾驶旅游流动模式提供了理论基础.
- 结果可以为有针对性的旅游规划和基础设施开发提供信息.
相关概念视频
Manipulation and Analysis
26
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...
26
Selected Data About Geographic Locations
27
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...
27
Levels of Use of a GIS
53
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...
53
Thematic Layering in GIS
38
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)...
38
Introduction to GIS
68
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...
68
Factorial Design
13.0K
Factorial Analysis is an experimental design that applies Analysis of Variance (ANOVA) statistical procedures to examine a change in a dependent variable due to more than one independent variable, also known as factors. Changes in worker productivity can be reasoned, for example, to be influenced by salary and other conditions, such as skill level. One way to test this hypothesis is by categorizing salary into three levels (low, moderate, and high) and skills sets into two levels (entry level...
13.0K


