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Research on accessibility pattern of China at city level based on land traffic network

机译:基于陆地交通网络的中国城市一级可达性模式研究

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In order to make a quantitative study about accessibility of cities in China, the spatial analyst module functions of ARCGIS were mainly used to do an empirical research about it based on land traffic network structure and calculations of optimal road routes and time to cities of China, which generated accessibility diffusion graph and average accessibility graph of cities. And then, the ESDA was analyzed by indexes such as Moran''s I, Local Moran''s I and Getis-Ord Gi used to measure spatial pattern of the average accessibility of China at city level. The results showed that the overall accessibility of China is 3.37h and as to the regional accessibility, 26.89% and 51.26% of cities are within 1h and 2h. However, the internal difference of accessibility is obvious. The accessibility of cities in the east and middle of China was good, while it was much worse in the west of Inner Mongolia and the boundary area between Xinjiang, Xizang and Qinghai, especially the Qinghai-Tibet plateau region. The overall degree of agglomeration of the average accessibility at city level was quite low and the index of Moran''s I is only about 0.09. The hot spot regions were mainly distributed in the east and middle of China as well as Sichuan, Yunnan, Guizhou, Shanxi, Gansu and Ningxia, while the sub-hot regions in the boundary areas between the west and the middle part of China. In addition, the outlying areas of Inner Mongolia, Xinjiang, and Xizang are sub-cold, while the cold spot regions are distributed in the Qinghai-Tibet plateau region. Finally, on the basis of above, some factors influencing the accessibility of cities such as the position of seat of the government, the size of cities, the structure of traffic, natural environment and economic conditions, were summed up in the paper. The former three factors were the immediate causes and the latter two were indirect causes.
机译:为了对中国城市的可及性进行定量研究,ARCGIS的空间分析器模块功能主要用于基于陆地交通网络结构以及对中国城市的最佳道路路线和时间的计算而进行的实证研究,生成了城市的可达性扩散图和平均可达性图。然后,通过Moran's I,Local Moran's I和Getis-Ord Gi 等指标对ESDA进行了分析,这些指标用于衡量中国城市平均可及性的空间格局。结果表明,中国的整体可达性为3.37h,而区域可达性,分别在1h和2h以内的城市分别为26.89%和51.26%。但是,可访问性的内部差异是显而易见的。中国东部和中部城市的交通可达性良好,而在内蒙古西部以及新疆,西藏和青海的边界地区,尤其是青藏高原地区,城市的交通可达性差得多。城市一级平均可及性的总体集聚程度很低,Moran's I的指数仅为0.09。热点地区主要分布在中国的东部和中部以及四川,云南,贵州,山西,甘肃和宁夏,而亚热点地区分布在中国西部和中部之间的边界地区。此外,内蒙古,新疆和西藏等边远地区属于次冷状态,而寒区分布在青藏高原地区。最后,在此基础上,总结了影响城市可及性的一些因素,例如政府所在地,城市规模,交通结构,自然环境和经济状况。前三个因素是直接原因,后两个是间接原因。

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