Roles of locational factors in the rise and fall of restaurants: A case study of Beijing with POI data
Sign Up to like & getrecommendations! Published in 2021 at "Cities"
DOI: 10.1016/j.cities.2021.103185
Abstract: Abstract Restaurants are basic urban amenities. With the dynamic evolution of cities, restaurants rise and fall: new restaurants may open (birth), and existing restaurants may close (death). Analyzing the rise and fall of restaurants may… read more here.
Keywords: fall restaurants; roles locational; rise fall; locational factors ... See more keywords
The rational application of points of interest data in the evaluation of public toilets population coverage in China
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Digital Earth"
DOI: 10.1080/17538947.2025.2513590
Abstract: ABSTRACT Sanitation facilities are essential human rights that contribute to quality of life and the realization of other rights, as demonstrated by the population coverage of public toilets. Traditional data sources lack spatial information, limiting… read more here.
Keywords: population coverage; coverage; poi data; public toilets ... See more keywords
Exploring the Spatio-Temporal Evolutionary Characteristics of Paomo Restaurants in Xi’an’s Central Urban Area through POI Data Analysis
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DOI: 10.3390/app14114715
Abstract: This study explores the spatial and temporal evolution of Paomo restaurants in Xi’an’s central urban area from 2012 to 2023, utilizing point-of-interest (POI) data and advanced analytical techniques. Employing methods such as nearest neighbor distance,… read more here.
Keywords: paomo restaurants; restaurants central; poi data; central urban ... See more keywords
A Data-Synthesis-Driven Approach to Recognize Urban Functional Zones by Integrating Dynamic Semantic Features
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DOI: 10.3390/land14030489
Abstract: Urban functional zones (UFZs) are related to people’s daily activities. Accurate recognition of UFZs is of great significance for an in-depth understanding of the complex urban system and optimizing the urban spatial structure. Emerging geospatial… read more here.
Keywords: recognize urban; urban functional; data synthesis; poi data ... See more keywords
Urban Functional Zone Classification Based on POI Data and Machine Learning
Sign Up to like & getrecommendations! Published in 2023 at "Sustainability"
DOI: 10.3390/su15054631
Abstract: The identification of urban spatial functional units is of great significance in urban planning, construction, management, and services. Conventional field surveys are labour-intensive and time-consuming, while the abundant data available via the internet provide a… read more here.
Keywords: poi; urban spatial; based poi; poi data ... See more keywords
Spatial Distribution Characteristics and Influencing Factors of the Retail Industry in Ningbo City in Eastern China Based on POI Data
Sign Up to like & getrecommendations! Published in 2024 at "Sustainability"
DOI: 10.3390/su16177525
Abstract: The retail industry is a crucial element of the urban commercial framework, and its spatial configuration profoundly influences its urban planning, infrastructure development, resource allocation, and sustainable development. Based on the point of interest (POI)… read more here.
Keywords: industry ningbo; poi data; spatial distribution; industry ... See more keywords