A systematic review of big data-based urban sustainability research: State-of-the-science and future directions
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 …
new and powerful ways of studying and improving coupled urban environmental, social, and …
Rethinking big data: A review on the data quality and usage issues
The recent explosive publications of big data studies have well documented the rise of big
data and its ongoing prevalence. Different types of “big data” have emerged and have …
data and its ongoing prevalence. Different types of “big data” have emerged and have …
Mapping essential urban land use categories in China (EULUC-China): Preliminary results for 2018
Mapping essential urban land use categories in China (EULUC-China): preliminary results for
2018 Mapping essential urban land use categories in China (EULUC-China): preliminary …
2018 Mapping essential urban land use categories in China (EULUC-China): preliminary …
How do 2D/3D urban landscapes impact diurnal land surface temperature: Insights from block scale and machine learning algorithms
Urban landscapes significantly affect land surface temperature (LST) and are considered
crucial factors affecting urban heat island (UHI). The impacts of urban landscapes on LST …
crucial factors affecting urban heat island (UHI). The impacts of urban landscapes on LST …
Analyzing spatial relationships between urban land use intensity and urban vitality at street block level: A case study of five Chinese megacities
Urban sprawl in urbanizing China has resulted in a series of ecological and environmental
problems. Urban planners have been committed to promoting compact development …
problems. Urban planners have been committed to promoting compact development …
Measurements of POI-based mixed use and their relationships with neighbourhood vibrancy
Although mixed use is an emerging strategy that has been widely accepted in urban
planning for promoting neighbourhood vibrancy, there is no consensus on how to …
planning for promoting neighbourhood vibrancy, there is no consensus on how to …
Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model
Urban land use information plays an essential role in a wide variety of urban planning and
environmental monitoring processes. During the past few decades, with the rapid …
environmental monitoring processes. During the past few decades, with the rapid …
Using street view images to examine the association between human perceptions of locale and urban vitality in Shenzhen, China
There is a high correlation between the physical environment, human perception, and urban
vitality. However, fine-scale variations in urban vitality are complex, and human perceptions …
vitality. However, fine-scale variations in urban vitality are complex, and human perceptions …
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 …
How block density and typology affect urban vitality: An exploratory analysis in Shenzhen, China
Recent urban transformations in China have led to critical reflections on the low-quality
urban expansion in the previous decades and called for the making of vital and lively urban …
urban expansion in the previous decades and called for the making of vital and lively urban …