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[HTML][HTML] Deep learning for urban land use category classification: A review and experimental assessment
Map** the distribution, pattern, and composition of urban land use categories plays a
valuable role in understanding urban environmental dynamics and facilitating sustainable …
valuable role in understanding urban environmental dynamics and facilitating sustainable …
Social media data for environmental sustainability: A critical review of opportunities, threats, and ethical use
Social media data are transforming sustainability science. However, challenges from
restrictions in data accessibility and ethical concerns regarding potential data misuse have …
restrictions in data accessibility and ethical concerns regarding potential data misuse have …
[HTML][HTML] Passive crowdsourcing of social media in environmental research: A systematic map
The analysis of data from social media and social networking sites may be instrumental in
achieving a better understanding of human-environment interactions and in sha** future …
achieving a better understanding of human-environment interactions and in sha** future …
Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image
With the rise of GeoAI research, streetscape imagery has received extensive attention due to
its comprehensive coverage, abundant information, and accessibility. However, obtaining a …
its comprehensive coverage, abundant information, and accessibility. However, obtaining a …
The spatiotemporal effects of environmental regulation on green innovation: Evidence from Chinese cities
Environmental regulation is expected to stimulate green innovation for the promotion of
urban sustainability, while the effectiveness of this stimulus has long been debated under …
urban sustainability, while the effectiveness of this stimulus has long been debated under …
A graph-based neural network approach to integrate multi-source data for urban building function classification
B Kong, T Ai, X Zou, X Yan, M Yang - Computers, Environment and Urban …, 2024 - Elsevier
Accurately understanding the functions of buildings is crucial for urban monitoring, analysis
of urban economic structures, and effectively allocating resources. Previous studies have …
of urban economic structures, and effectively allocating resources. Previous studies have …
Classifying urban land use by integrating remote sensing and social media data
Urban land use information plays an important role in urban management, government
policy-making, and population activity monitoring. However, the accurate classification of …
policy-making, and population activity monitoring. However, the accurate classification of …
Extracting human perceptions from street view images for better assessing urban renewal potential
J He, J Zhang, Y Yao, X Li - Cities, 2023 - Elsevier
Accurate and efficient assessment of large-scale urban renewal potential is an
indispensable prerequisite for managing and facilitating projects. However, few studies …
indispensable prerequisite for managing and facilitating projects. However, few studies …