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浩飞龙，王士君，冯章献，于婷婷，马丽 - 地理研究, 2018 - dlyj.ac.cn

摘要商业网点的空间集聚与分散是零售商业活动的重要表现, 其合理化布局对发展城市经济,
满足居民消费需求发挥着重要作用. 基于核密度估计, 区位熵指数及Ripley's K 函数分析法 …

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[HTML][HTML] 基于 POI 数据的郑东新区服务业空间聚类研究

**江苏，梁燕，王晓蕊 - 地理研究, 2018 - dlyj.ac.cn

摘要探讨城市新区的服务业空间格局, 对城市新区规划和服务业空间布局的优化具有重要指导
意义. 采用POI 数据对郑东新区服务业的总体, 分行业空间布局进行聚类, 结果显示: ① 在总体上 …

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Recognition of urban polycentric structure based on spatial aggregation characteristics of POI elements: A case of Zhengzhou City

X Li - Bei**g Da Xue Xue Bao, 2020 - search.proquest.com

In order to improve the recognition efficiency and accuracy of urban polycentric structure and
provide scientific basis for urban planning, this paper uses kernel density analysis, hotspot …

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Evaluation of village development potential and village classification by multi-source data.

Z Zhu, H Yang, Y Hu, F Chen, C Ke - 2021 - cabidigitallibrary.org

Villages are important units for promoting urban and rural development. Clarifying the
development potential of villages and reasonably classifying village types are the basis for …

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[PDF][PDF] 基于 GIS 场模型的城市餐饮服务热点探测及空间格局分析

张海**，周星星，汤国安，周蕾… - GEOGRAPHICAL …, 2020 - researching.cn

餐饮服务是城市生活的重要组成部分, 提取城市餐饮服务热点并识别其空间分布模式,
对于理解城市形态结构具有重要意义. 针对过去基于POI 进行城市形态特征定量分析的不足 …

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[PDF][PDF] 广州市零售业态空间分异影响因素识别与驱动力研究

吴康敏，王洋，叶玉瑶，张虹鸥 - 2020 - researching.cn

Exploration of the spatial differentiation of the retail industry based on large-scale geospatial
data is of great significance for urban development. In the recent years, POI data has …