Urban functional area(UFA)is a core scientific issue affecting urban sustainability.The current knowledge gap is mainly reflected in the lack of multi-scale quantitative interpretation methods from the perspective of ...Urban functional area(UFA)is a core scientific issue affecting urban sustainability.The current knowledge gap is mainly reflected in the lack of multi-scale quantitative interpretation methods from the perspective of human-land interaction.In this paper,based on multi-source big data include 250 m×250 m resolution cell phone data,1.81×105 Points of Interest(POI)data and administrative boundary data,we built a UFA identification method and demonstrated empirically in Shenyang City,China.We argue that the method we built can effectively identify multi-scale multi-type UFAs based on human activity and further reveal the spatial correlation between urban facilities and human activity.The empirical study suggests that the employment functional zones in Shenyang City are more concentrated in central cities than other single functional zones.There are more mix functional areas in the central city areas,while the planned industrial new cities need to develop comprehensive functions in Shenyang.UFAs have scale effects and human-land interaction patterns.We suggest that city decision makers should apply multi-sources big data to measure urban functional service in a more refined manner from a supply-demand perspective.展开更多
The industrial spatial relationship is a cross-cutting subject of economic geography and geographical information science which has considerable significance to promote a sustainable planning and development of region...The industrial spatial relationship is a cross-cutting subject of economic geography and geographical information science which has considerable significance to promote a sustainable planning and development of regional economic system.Taking Shenyang City as our study area and using the location information of manufacturing units and automobile sales outlets extracted from points of interest(POI),we investigated the spatial relationship between the two industries from integration,correlation and coordination perspective.Based on spatial statistical analyses,the equipment manufacturing industry and the automobile sales industry in Shenyang City showed a spatial complementary integration,weak spatial correlation,and coordination with scale dependence and spatial heterogeneity in 2018.This distribution characteristic is attributed to:1)local policy factors(i.e.,that industrial land should be located in the periphery of the city or outside the Second Ring Road),and 2)the economic factors(i.e.,that the degree of dependence of the equipment manufacturing industry and automobile sales industry were also influenced by external factors such as costs).These results improved the current industrial spatial relationship analysis by developing a new framework based on POI big data in order to accelerate a coordinated development between manufacturing and service industries and to promote the construction of industrial ecosystem.展开更多
In this paper, a total of 723 traditional villages in Hunan were selected for research. With the aid of spatial analysis of GIS, the number equilibrium and spatial autocorrelation of the traditional villages were anal...In this paper, a total of 723 traditional villages in Hunan were selected for research. With the aid of spatial analysis of GIS, the number equilibrium and spatial autocorrelation of the traditional villages were analyzed quantitatively, watershed distribution characteristics and ethnic distribution characteristics of the traditional villages were analyzed both qualitatively and quantitatively, and the influence factors of distribution of the traditional village were explored in terms of three aspects of agricultural production and population migration, history and culture, and economic activities.展开更多
The importance of urban portal has been improved, but the phenomenon of image convergence has become increasingly prominent. The urban design of urban portal area should analyze and refine the regional culture of land...The importance of urban portal has been improved, but the phenomenon of image convergence has become increasingly prominent. The urban design of urban portal area should analyze and refine the regional culture of landscape culture, life culture, architectural culture, historical culture and so on, and combine with the design contents such as functional orientation, spatial pattern, public space, architectural style and landscape environment.展开更多
This research aims to propose an efficient and economic operation mode for bus scheduling optimization by combining with the skip-stop buses and all-stop buses.The skip-stop tactics in bus operation provide service of...This research aims to propose an efficient and economic operation mode for bus scheduling optimization by combining with the skip-stop buses and all-stop buses.The skip-stop tactics in bus operation provide service of high efficiency,good punctuality and high speed for long distance commuters,which attracts wide scholarly attention.This paper establishes a model to quantitatively evaluate the relevance between stops,and then develops a new optimization method of skip-stop tactics using the data sets of IC card and bus GPS trajectory.A collaborating scheduling optimization model considering the support and confidence among the stops is proposed to precisely suit passengers’demands and improve bus service.The optimization objective is to reduce the passengers’total travel time,the number of vehicles in use,and operation energy for both the user’s and the operator’s benefits.This methodology is developed for a single-directional route using a multi-decision choice model with genetic algorithm applied to attain efficient solutions.A case study of Qingdao,which is assessed in this new model,shows a reduction of 18.31%in total passenger travel time and 17.65%in the operational inputs as compared with solutions that do not consider the skip-stop tactics.展开更多
基金Under the auspices of Natural Science Foundation of China(No.41971166)。
文摘Urban functional area(UFA)is a core scientific issue affecting urban sustainability.The current knowledge gap is mainly reflected in the lack of multi-scale quantitative interpretation methods from the perspective of human-land interaction.In this paper,based on multi-source big data include 250 m×250 m resolution cell phone data,1.81×105 Points of Interest(POI)data and administrative boundary data,we built a UFA identification method and demonstrated empirically in Shenyang City,China.We argue that the method we built can effectively identify multi-scale multi-type UFAs based on human activity and further reveal the spatial correlation between urban facilities and human activity.The empirical study suggests that the employment functional zones in Shenyang City are more concentrated in central cities than other single functional zones.There are more mix functional areas in the central city areas,while the planned industrial new cities need to develop comprehensive functions in Shenyang.UFAs have scale effects and human-land interaction patterns.We suggest that city decision makers should apply multi-sources big data to measure urban functional service in a more refined manner from a supply-demand perspective.
基金supported by the National Natural Science Founda-tion of China(Grant No.4197116641701466)+1 种基金the Shenyang Young and Middle-aged Scientific and Technological Talents Program(Grant No.RC190444)the Youth Innovation Promotion Association of Chinese Academy of Sciences(Xue Bing,Grant No.2016181).
文摘The industrial spatial relationship is a cross-cutting subject of economic geography and geographical information science which has considerable significance to promote a sustainable planning and development of regional economic system.Taking Shenyang City as our study area and using the location information of manufacturing units and automobile sales outlets extracted from points of interest(POI),we investigated the spatial relationship between the two industries from integration,correlation and coordination perspective.Based on spatial statistical analyses,the equipment manufacturing industry and the automobile sales industry in Shenyang City showed a spatial complementary integration,weak spatial correlation,and coordination with scale dependence and spatial heterogeneity in 2018.This distribution characteristic is attributed to:1)local policy factors(i.e.,that industrial land should be located in the periphery of the city or outside the Second Ring Road),and 2)the economic factors(i.e.,that the degree of dependence of the equipment manufacturing industry and automobile sales industry were also influenced by external factors such as costs).These results improved the current industrial spatial relationship analysis by developing a new framework based on POI big data in order to accelerate a coordinated development between manufacturing and service industries and to promote the construction of industrial ecosystem.
基金Sponsored by National Natural Science Foundation of China(51708469)Basic Scientific Research Service Funds of Central University of Southwest University for Nationalities(2018HQZZ24)Research on Soft Science of Sichuan Provincial Science and Technology Department(Project application number 18RKX0129)
文摘In this paper, a total of 723 traditional villages in Hunan were selected for research. With the aid of spatial analysis of GIS, the number equilibrium and spatial autocorrelation of the traditional villages were analyzed quantitatively, watershed distribution characteristics and ethnic distribution characteristics of the traditional villages were analyzed both qualitatively and quantitatively, and the influence factors of distribution of the traditional village were explored in terms of three aspects of agricultural production and population migration, history and culture, and economic activities.
基金funded by National Natural Science Foundation of China(51708469)Projects of the National Social Science Foundation of China(16XMZ045)Projects of the basic scientific research service funds of the Central University of Southwest University for Nationalities(2018HQZZ24)
文摘The importance of urban portal has been improved, but the phenomenon of image convergence has become increasingly prominent. The urban design of urban portal area should analyze and refine the regional culture of landscape culture, life culture, architectural culture, historical culture and so on, and combine with the design contents such as functional orientation, spatial pattern, public space, architectural style and landscape environment.
基金the MOE Project of Humanities and Social Sciences(18YJCZH039)General Social Science Projects of Beijing Municipal Education Commission(SM202010005016)。
文摘This research aims to propose an efficient and economic operation mode for bus scheduling optimization by combining with the skip-stop buses and all-stop buses.The skip-stop tactics in bus operation provide service of high efficiency,good punctuality and high speed for long distance commuters,which attracts wide scholarly attention.This paper establishes a model to quantitatively evaluate the relevance between stops,and then develops a new optimization method of skip-stop tactics using the data sets of IC card and bus GPS trajectory.A collaborating scheduling optimization model considering the support and confidence among the stops is proposed to precisely suit passengers’demands and improve bus service.The optimization objective is to reduce the passengers’total travel time,the number of vehicles in use,and operation energy for both the user’s and the operator’s benefits.This methodology is developed for a single-directional route using a multi-decision choice model with genetic algorithm applied to attain efficient solutions.A case study of Qingdao,which is assessed in this new model,shows a reduction of 18.31%in total passenger travel time and 17.65%in the operational inputs as compared with solutions that do not consider the skip-stop tactics.
