Title :
Research on urban accessibility distribution areal model by Floyd algorithm and Kriging interpolation
Author :
Ma, Jingsong ; Yu, Xiaoyan ; Chen, Gang ; Wang, Jiechen ; Pu, Yingxia
Author_Institution :
Dept. of Geogr. Inf. Sci., Nanjing Univ., Nanjing, China
Abstract :
As an important indicator to measure a city´s regional economic and social value, accessibility is more and more used in tourism and urban planning, transport design, public facilities and some other issues. Traditional accessibility study is mostly focus on a limited number of points. In this paper, GIS technology is used to establish an innovative areal model of the whole city´s accessibility, in order to carry out a more comprehensive analysis of geographical accessibility. Taking Nanjing as a case study, we established the topological road network. The Floyd algorithm was used to carry out the shortest paths between all the nodes. In order to obtain an areal model of the whole city´s accessibility factor, we applied Kriging interpolation compensate for the lack of data, and then used ArcGIS to establish the areal model of Nanjing. Our model matches the actual situation perfectly, proving the effectiveness of the method.
Keywords :
geographic information systems; geophysical techniques; graph theory; interpolation; town and country planning; ArcGIS; Floyd algorithm; GIS technology; Kriging interpolation; Nanjing; economic indicator; geographical accessibility; shortest paths; social value indicator; topological road network; urban accessibility distribution; Biological system modeling; Cities and towns; Data models; Indexes; Interpolation; Roads; Floyd algorithm; Kriging interpolation; accessibility; shortest path analysis;
Conference_Titel :
Geoinformatics, 2010 18th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-7301-4
DOI :
10.1109/GEOINFORMATICS.2010.5567731