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Study on the Spatial Pattern and Influencing Factors of Life Elements in Jiumiao Site of Chang'an City in Han Dynasty Based on POI Data

Received: 20 September 2022    Accepted: 24 October 2022    Published: 27 October 2022
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Abstract

The overlapping of industrial remains and historical relics in the Nine temple ritual building site of Chang 'an City of Han Dynasty restricts the renewal and development of the area, and further affects the improvement of the quality of life of the native residents. Research based on the POI data with other multi-source data, using the kernel density estimation, and standard deviation ellipse, bivariate spatial autocorrelation (Moran's I) and methods of geographical detector, at sites in the five essentials ("food, medical, shopping, entertainment", five elements) of the spatial pattern characteristics and influence factors of life elements layout optimization strategy is put forward. The results showed that: (1) all life elements in the site generally formed a spatial pattern of "linear penetration, branching extension, dense in the south and sparse in the north", showing a "northeast to southwest" trend distribution; (2) There is an obvious regional gap in the spatial aggregation level of various life factors, forming an "isolated island" gathering area, and the spatial matching degree is obviously different, and the gathering area of travel factors has a spatial dislocation. Is the cause of the above characteristics: Controlled by a variety of restrictive conditions of undeveloped site area, in the process of its slow development density factors affect the traffic network, gradually formed section of oriented uniaxial aggregation structure, single elements of the structure pattern has obvious exclusivity makes relatively weak in the influence of other factors, is not conducive to more reasonable location choice factors of diversified life

Published in Science Discovery (Volume 10, Issue 5)
DOI 10.11648/j.sd.20221005.21
Page(s) 347-360
Creative Commons

This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.

Copyright

Copyright © The Author(s), 2022. Published by Science Publishing Group

Keywords

POI Data, Site Superposition Area, Elements of Life, Spatial Pattern and Influencing Factors

References
[1] 李留通, 张森森, 赵新正, 权东计, 罗伊. 文化产业成长对城市空间形态演变的影响——以西安市核心区为例 [J]. 地理研究, 2021, 40 (02): 431-445.
[2] 赵炎鹏. 场所记忆—王莽九庙与现代工业遗产保护研究初探 [D]. 西安建筑科技大学, 2019.
[3] 李立, 朱海霞, 权东计. 后疫情时期的遗址保护和文化旅游产业发展策略研究——以黄河流域陕西段为例 [J]. 中国软科学, 2020 (S1).
[4] 权东计, 倪俣婷, 焦陇慧, 朱海霞. 遗址保护与乡村规划协同决策支持模型的构建与应用——以秦东陵遗址区军王村为例 [J]. 中国软科学, 2020 (S1): 107-114.
[5] 薛冰, 肖骁, 李京忠, 等. 基于 POI 大数据的沈阳市住宅与零售业空间关联分析 [J]. 地理科学, 2019, 39 (3): 442-449.
[6] Spaccapietra S, Parent C, Damiani M L, et al. A Conceptual View on Trajectories [J]. Data & Knowledge Engineering, 2008, 65 (1): 126-146.
[7] Iranmanesh A, Atun R A. Exploring the spatial distribution of geo-tagged Twitter feeds via street-centrality measures [J]. Urban Design International, 2018, 23 (4): 293-306.
[8] Sagl G, Resch B, Hawelka B, et al. From Social Sensor Data to Collective Human Behaviour Patterns: Analysing and Visualising Spatio-Temporal Dynamics in Urban Environments [C]. Society and Learning, 2012, 40: 203-209.
[9] 张景奇, 史文宝, 修春亮. POI 数据在中国城市研究中的应用 [J]. 地理科学, 2021, 41 (1): 140-148.
[10] 浩飞龙, 王士君, 冯章献, 等. 基于POI数据的长春市商业空间格局及行业分布 [J]. 地理研究, 2018, 37 (2): 366-378.
[11] 吴先赋, 李永树, 王金明, 等. 基于 POI 数据的成都市区生活设施空间格局分析 [J]. 测绘地理信息, 2019, 44 (3): 122-126.
[12] 李钢, 杨兰, 贺建雄, 等. 基于POI数据的西安市快递自提点空间格局及空间关系研究——以菜鸟驿站为例 [J].
[13] 维维, 马晓龙. 中国大城市旅游休闲业态的空间格局研究: 西安案例 [J]. 人文地理, 2019, 34 (6): 153-160.
[14] 李莉, 侯国林, 夏四友, 等. 成都市休闲旅游资源空间分布特征及影响因素 [J]. 自然资源学报, 2020, 35 (3): 683-697.
[15] 郭艳萍, 刘敏. 基于POI数据的山西省旅游景区分类及空间分布特征 [J]. 地理科学, 2021, 41 (7): 1246-1255.
[16] 宋孟霖. 基于大数据分析的遗址公园空间活力研究 [D]. 长安大学, 2021.
[17] 董燕楠. 城市边缘区社区公共服务设施规划实施评估与优化策略研究 [D]. 苏州科技大学, 2019.
[18] Silverman B W. Density Estimation for Statistics and Data Analysis [M]. New York: Chapman and Hall, 1986: 34-95.
[19] Anselin L, Kelejian H H. Testing for Spatial Error Autocorrelation in the Presence of Endogenous Regressors [J]. International Regional Science Review, 1997, 20 (1/2): 153-182.
[20] 王劲峰, 徐成东. 地理探测器: 原理与展望 [J]. 地理学报, 2017, 72 (1): 116-134.
[21] 党宁, 吴必虎, 俞沁慧. 1970—2015 年上海环城游憩带时空演变与动力机制研究 [J]. 旅游学刊, 2017, 32 (11): 81- 94.
[22] 吴嘉丽, 骆培聪, 叶珊珊, 苏小明, 郑佳铃. 基于POI数据的福州市公共交通设施空间分布研究 [J]. 福建师范大学学报 (自然科学版), 2022, 38 (02): 81-90+108.
[23] 李俊. 基于POI的长沙市15分钟社区生活圈评价及优化研究 [D]. 兰州大学, 2019.
[24] 张晓瑞, 张奇智, 卢方涛, 刘洋. 基于POI大数据的公共服务设施可达性研究 [J]. 建筑与文化, 2022, (03): 130-131.
[25] 于丙辰, 刘玉轩, 陈刚. 基于夜光遥感与POI数据空间耦合关系的南海港口城市空间结构研究 [J]. 地球信息科学学报, 2018, 20 (6): 854-861.
[26] 章国琴, 段进, 刘红杰. 产业融合发展下苏南乡村空间转型研究——以无锡市为例 [J]. 小城镇建设, 2018, (05): 66-72.
[27] 曾鹏, 李晋轩. 公共政策视角下的城市创新空间规划模式探究 [A]. 中国城市规划学会、东莞市人民政府. 持续发展理性规划——2017中国城市规划年会论文集 (12城乡治理与政策研究) [C]. 中国城市规划学会、东莞市人民政府: 中国城市规划学会, 2017: 656-665.
[28] 田颖, 党安荣, 吴冠秋, 马琦伟. 时空大数据赋能空间规划的政策解析 [J]. 北京规划建设, 2020, (S1): 27-33.
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  • APA Style

    Zhang Ziyu, Yu Xiaohui. (2022). Study on the Spatial Pattern and Influencing Factors of Life Elements in Jiumiao Site of Chang'an City in Han Dynasty Based on POI Data. Science Discovery, 10(5), 347-360. https://doi.org/10.11648/j.sd.20221005.21

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    ACS Style

    Zhang Ziyu; Yu Xiaohui. Study on the Spatial Pattern and Influencing Factors of Life Elements in Jiumiao Site of Chang'an City in Han Dynasty Based on POI Data. Sci. Discov. 2022, 10(5), 347-360. doi: 10.11648/j.sd.20221005.21

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    AMA Style

    Zhang Ziyu, Yu Xiaohui. Study on the Spatial Pattern and Influencing Factors of Life Elements in Jiumiao Site of Chang'an City in Han Dynasty Based on POI Data. Sci Discov. 2022;10(5):347-360. doi: 10.11648/j.sd.20221005.21

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  • @article{10.11648/j.sd.20221005.21,
      author = {Zhang Ziyu and Yu Xiaohui},
      title = {Study on the Spatial Pattern and Influencing Factors of Life Elements in Jiumiao Site of Chang'an City in Han Dynasty Based on POI Data},
      journal = {Science Discovery},
      volume = {10},
      number = {5},
      pages = {347-360},
      doi = {10.11648/j.sd.20221005.21},
      url = {https://doi.org/10.11648/j.sd.20221005.21},
      eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.sd.20221005.21},
      abstract = {The overlapping of industrial remains and historical relics in the Nine temple ritual building site of Chang 'an City of Han Dynasty restricts the renewal and development of the area, and further affects the improvement of the quality of life of the native residents. Research based on the POI data with other multi-source data, using the kernel density estimation, and standard deviation ellipse, bivariate spatial autocorrelation (Moran's I) and methods of geographical detector, at sites in the five essentials ("food, medical, shopping, entertainment", five elements) of the spatial pattern characteristics and influence factors of life elements layout optimization strategy is put forward. The results showed that: (1) all life elements in the site generally formed a spatial pattern of "linear penetration, branching extension, dense in the south and sparse in the north", showing a "northeast to southwest" trend distribution; (2) There is an obvious regional gap in the spatial aggregation level of various life factors, forming an "isolated island" gathering area, and the spatial matching degree is obviously different, and the gathering area of travel factors has a spatial dislocation. Is the cause of the above characteristics: Controlled by a variety of restrictive conditions of undeveloped site area, in the process of its slow development density factors affect the traffic network, gradually formed section of oriented uniaxial aggregation structure, single elements of the structure pattern has obvious exclusivity makes relatively weak in the influence of other factors, is not conducive to more reasonable location choice factors of diversified life},
     year = {2022}
    }
    

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  • TY  - JOUR
    T1  - Study on the Spatial Pattern and Influencing Factors of Life Elements in Jiumiao Site of Chang'an City in Han Dynasty Based on POI Data
    AU  - Zhang Ziyu
    AU  - Yu Xiaohui
    Y1  - 2022/10/27
    PY  - 2022
    N1  - https://doi.org/10.11648/j.sd.20221005.21
    DO  - 10.11648/j.sd.20221005.21
    T2  - Science Discovery
    JF  - Science Discovery
    JO  - Science Discovery
    SP  - 347
    EP  - 360
    PB  - Science Publishing Group
    SN  - 2331-0650
    UR  - https://doi.org/10.11648/j.sd.20221005.21
    AB  - The overlapping of industrial remains and historical relics in the Nine temple ritual building site of Chang 'an City of Han Dynasty restricts the renewal and development of the area, and further affects the improvement of the quality of life of the native residents. Research based on the POI data with other multi-source data, using the kernel density estimation, and standard deviation ellipse, bivariate spatial autocorrelation (Moran's I) and methods of geographical detector, at sites in the five essentials ("food, medical, shopping, entertainment", five elements) of the spatial pattern characteristics and influence factors of life elements layout optimization strategy is put forward. The results showed that: (1) all life elements in the site generally formed a spatial pattern of "linear penetration, branching extension, dense in the south and sparse in the north", showing a "northeast to southwest" trend distribution; (2) There is an obvious regional gap in the spatial aggregation level of various life factors, forming an "isolated island" gathering area, and the spatial matching degree is obviously different, and the gathering area of travel factors has a spatial dislocation. Is the cause of the above characteristics: Controlled by a variety of restrictive conditions of undeveloped site area, in the process of its slow development density factors affect the traffic network, gradually formed section of oriented uniaxial aggregation structure, single elements of the structure pattern has obvious exclusivity makes relatively weak in the influence of other factors, is not conducive to more reasonable location choice factors of diversified life
    VL  - 10
    IS  - 5
    ER  - 

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Author Information
  • Department of Architecturet, Chang'an University, China, Xi’an

  • Department of Architecturet, Chang'an University, China, Xi’an

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