Geospatial big data handling theory and methods: A review and research challenges

S Li, S Dragicevic, FA Castro, M Sester, S Winter… - ISPRS journal of …, 2016 - Elsevier
Big data has now become a strong focus of global interest that is increasingly attracting the
attention of academia, industry, government and other organizations. Big data can be …

A systematic review of big data-based urban sustainability research: State-of-the-science and future directions

L Kong, Z Liu, J Wu - Journal of Cleaner Production, 2020 - Elsevier
The future of humanity depends increasingly on the performance of cities. Big data provide
new and powerful ways of studying and improving coupled urban environmental, social, and …

Overtourism and online short-term rental platforms in Italian cities

F Celata, A Romano - Platform-Mediated Tourism, 2022 - taylorfrancis.com
Although Italian cities have undergone several waves of touristification, concerns about
overtourism have only recently become widespread. In the article, we suggest that the …

Analytics of location-based big data for smart cities: Opportunities, challenges, and future directions

H Huang, XA Yao, JM Krisp, B Jiang - Computers, Environment and Urban …, 2021 - Elsevier
The growing ubiquity of location/activity sensing technologies and location-based services
(LBS) has led to a large volume and variety of location-based big data (LocBigData), such …

Big data and social media: A scientometrics analysis

H Esfahani, K Tavasoli… - International Journal of …, 2019 - m.growingscience.com
The purpose of this research is to investigate the status and the evolution of the scientific
studies for the effect of social networks on big data and usage of big data for modeling the …

Tbcov: two billion multilingual covid-19 tweets with sentiment, entity, geo, and gender labels

M Imran, U Qazi, F Ofli - Data, 2022 - mdpi.com
As the world struggles with several compounded challenges caused by the COVID-19
pandemic in the health, economic, and social domains, timely access to disaggregated …

Understanding the spatial organization of urban functions based on co-location patterns mining: A comparative analysis for 25 Chinese cities

Y Chen, X Chen, Z Liu, X Li - Cities, 2020 - Elsevier
A proper understanding of urban functions is fundamental to prevent urban problems and
promote better built environments. While previous studies focus mainly on inferring urban …

Capturing urban recreational hotspots from GPS data: A new framework in the lens of spatial heterogeneity

H Shi, H Huang, D Ma, L Chen, M Zhao - Computers, Environment and …, 2023 - Elsevier
Recreational activities are heterogeneously distributed throughout urban space, with far
more low-density areas than high-density ones. Identification of recreational hotspots, or …

Geospatial analysis requires a different way of thinking: The problem of spatial heterogeneity

B Jiang - GeoJournal, 2015 - Springer
Geospatial analysis is very much dominated by a Gaussian way of thinking, which assumes
that things in the world can be characterized by a well-defined mean, ie, things are more or …

Redefining Chinese city system with emerging new data

Y Long - Applied geography, 2016 - Elsevier
Modern Chinese cities are defined from the administrative view and classified into several
administrative categories, which makes it inconsistent between Chinese cities and their …