Identification and analysis of urban functional area in Hangzhou based on OSM and POI data

Z Wang, D Ma, D Sun, J Zhang - PLoS one, 2021 - journals.plos.org
The accurate identification of urban functional areas is of great significance for optimizing
urban spatial structure, rationally allocating spatial elements, and promoting the sustainable …

Effect of human settlements on urban thermal environment and factor analysis based on multi-source data: A case study of Changsha city

Y Xiong, F Zhang - Journal of Geographical Sciences, 2021 - Springer
In view of the lack of comprehensive evaluation and analysis from the combination of natural
and human multi-dimensional factors, the urban surface temperature patterns of Changsha …

DBSCAN spatial clustering analysis of urban “Production–Living–Ecological” space based on POI data: a case study of central urban Wuhan, China

X Tu, C Fu, A Huang, H Chen, X Ding - International Journal of …, 2022 - mdpi.com
As urban spatial patterns are the prerequisite and foundation of urban planning, spatial
pattern research will enable its improvement. The formation mechanism and definition of an …

Big data-driven spatio-temporal heterogeneity analysis of Beijing's catering service industry during the COVID-19 pandemic

H Jia, M Zheng, P Wang, T Li, X Zheng - Scientific reports, 2024 - nature.com
Abstract The Catering Service Industry (CSI) experienced profound impacts due to the
COVID-19 pandemic. However, the long-term and multi-timepoint analysis using big data …

Identification of urban functional areas and their mixing degree using point of interest analyses

Y Li, C Liu, Y Li - Land, 2022 - mdpi.com
With the rise of smart cities and geographic big-data applications, the refined identification of
urban functional areas is of great significance for decision-makers to formulate scientific and …

基于地理加权回归模型的武汉城市圈生态用地时空演变及影响因素.

刘彦文, 刘成武, 何宗宜, 周霞… - Yingyong Shengtai …, 2020 - search.ebscohost.com
摘要生态用地对城市圈可持续发展至关重要. 本研究以武汉城市圈32 个研究单元生态用地为
对象, 采用土地利用转移矩阵, 探索性回归分析和地理加权回归模型(GWR) …

Identification of urban functional zones in Macau Peninsula based on POI data and remote information sensors technology for sustainable development

C Pan, S Wu, EL Li, H Li, X Liu - Physics and Chemistry of the Earth, Parts a …, 2023 - Elsevier
This paper presents a sustainable method for urban functional zoning based on POI (Point
of Interest) data according to remote intelligent information technology, which can swiftly …

Spatial evaluation of villages and towns based on multi-source data and digital technology: A case study of Suining county of northern Jiangsu

Y Zhang, X Ji, L Sun, Y Gong - Sustainability, 2022 - mdpi.com
Based on the research on the current situation and transformation path of the spatial
construction of villages and towns in northern Jiangsu,“compactness” and “convenience” are …

[HTML][HTML] 基于POI 大数据的资源型城市功能区识别方法与实证——以辽宁省本溪市为例

薛冰, 赵冰玉, 肖骁, 李京忠, 谢潇, 任婉俠 - 人文地理, 2020 - xml-data.org
精准识别城市功能区对于优化协调城市人地系统, 完善城市规划及促进城市可持续发展具有重要
意义. 选取公众认知度和地物一般面积对行业POI 数据核密度进行加权, 构建城市功能区定量 …

Coupling coordination analysis of urbanization and the ecological environment based on urban functional zones

X Luo, W Luan, Y Li, T Xiong - Frontiers in Public Health, 2023 - frontiersin.org
Urbanization is an inevitable process in human social progress; additionally, the ecological
environment is the carrier and foundation of human social development. Considering central …