[HTML][HTML] Integrating remote sensing and geospatial big data for urban land use mapping: A review

J Yin, J Dong, NAS Hamm, Z Li, J Wang, H Xing… - International Journal of …, 2021 - Elsevier
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 …

Assessing the effects of 2D/3D urban morphology on the 3D urban thermal environment by using multi-source remote sensing data and UAV measurements: A case …

C Yang, W Zhu, J Sun, X Xu, R Wang, Y Lu… - Journal of Cleaner …, 2021 - Elsevier
The urban heat island (UHI) effect has many adverse impacts on natural and social
environments. A better understanding of how complex urban biophysical and social …

Identifying urban building function by integrating remote sensing imagery and POI data

A Lin, X Sun, H Wu, W Luo, D Wang… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Identifying urban building function plays a critical role in understanding the complexness of
urban construction and improving the effectiveness of urban planning. The emergence of …

Ecological carrying capacity and sustainability assessment for coastal zones: A novel framework based on spatial scene and three-dimensional ecological footprint …

Y Tang, M Wang, Q Liu, Z Hu, J Zhang, T Shi, G Wu… - Ecological …, 2022 - Elsevier
The ecological carrying capacity (ECC) assessment in coastal zones is essential for
sustainable coastal management, but there remains a lack of a more effective assessment …

A two-level random forest model for predicting the population distributions of urban functional zones: A case study in Changsha, China

W Yang, X Wan, M Liu, D Zheng, H Liu - Sustainable Cities and Society, 2023 - Elsevier
Understanding population density at a fine spatial scale is beneficial for urban management
and planning. Existing machine learning methods have been widely used to predict the …

The Synergy Between Remote Sensing and Social Sensing in Urban Studies: Review and perspectives

X Xing, B Yu, C Kang, B Huang… - IEEE Geoscience and …, 2024 - ieeexplore.ieee.org
Urban studies require a rich set of information sources and techniques that enable a
comprehensive depiction of urban environments. Remote sensing captures physical …

Identification of urban functional areas and their mixing degree using point of interest analyses

Y Li, C Liu, Y Li - Land, 2022 - mdpi.com
With the rise of smart cities and geographic big-data applications, the refined identification of
urban functional areas is of great significance for decision-makers to formulate scientific and …

Exploring spatiotemporal patterns of geosocial media data for urban functional zone identification

A Mawuenyegah, S Li, S Xu - International Journal of Digital Earth, 2022 - Taylor & Francis
Abstract Urban Functional Zones (UFZs) can be identified by measuring the spatiotemporal
patterns of activities that occur within them. Geosocial media data possesses abundant …

Heterogeneous Urban Thermal Contribution of Functional Construction Land Zones: A Case Study in Shenzhen, China

H Wang, B Li, T Yi, J Wu - Remote Sensing, 2022 - mdpi.com
Anthropogenic interferences through various intensive social-economic activities within
construction land have induced and strengthened the Urban Heat Island (UHI) effects in …

A hierarchical spatial unit partitioning approach for fine‐grained urban functional region identification

C Jing, H Zhang, S Xu, M Wang, F Zhuo… - Transactions in …, 2022 - Wiley Online Library
Urban functional regions (UFRs) are formed and developed with human social actions and
can reflect urban land use types. Appropriately identifying UFRs helps solve existing urban …