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] Integrating remote sensing and geospatial big data for urban land use mapping: A review
Remote Sensing (RS) has been used in urban mapping for a long time; however, the
complexity and diversity of urban functional patterns are difficult to be captured by RS only …
complexity and diversity of urban functional patterns are difficult to be captured by RS only …
Contribution of urban functional zones to the spatial distribution of urban thermal environment
With the accelerated rate of urbanization, reasonable identification of urban functional zones
has been increasingly important to urban development. In this study, we used …
has been increasingly important to urban development. In this study, we used …
[HTML][HTML] Passive crowdsourcing of social media in environmental research: A systematic map
A Ghermandi, M Sinclair - Global environmental change, 2019 - Elsevier
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 shaping future …
achieving a better understanding of human-environment interactions and in shaping future …
[HTML][HTML] Deep learning for urban land use category classification: A review and experimental assessment
Mapping 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 …
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 …
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 …
Understanding the modifiable areal unit problem in dockless bike sharing usage and exploring the interactive effects of built environment factors
Understanding the influence mechanisms of dockless bike-sharing usage is essential for
land use planning and bike scheduling strategy implementation. Although various studies …
land use planning and bike scheduling strategy implementation. Although various studies …
Spatially varying impacts of built environment factors on rail transit ridership at station level: A case study in Guangzhou, China
Understanding the relationship between the rail transit ridership and the built environment is
crucial to promoting transit-oriented development and sustainable urban growth …
crucial to promoting transit-oriented development and sustainable urban growth …
Multidimensional urban vitality on streets: Spatial patterns and influence factor identification using multisource urban data
Urban vitality is a key indicator for measuring urban development. This topic has been
trending in urban planning and sustainable development, and significant progress has been …
trending in urban planning and sustainable development, and significant progress has been …