Urban function classification at road segment level using taxi trajectory data: A graph convolutional neural network approach

S Hu, S Gao, L Wu, Y Xu, Z Zhang, H Cui… - … , Environment and Urban …, 2021 - Elsevier
Extracting hidden information from human mobility patterns is one of the long-standing
challenges of urban studies. In addition, exploring the relationship between urban functional …

A framework for extracting urban functional regions based on multiprototype word embeddings using points-of-interest data

S Hu, Z He, L Wu, L Yin, Y Xu, H Cui - Computers, Environment and Urban …, 2020 - Elsevier
Many studies are in an effort to explore urban spatial structure, and urban functional regions
have become the subject of increasing attention among planners, engineers and public …

Recognition of urban functions and mixed use based on residents' movement and topic generation model: The case of Wuhan, China

H Cui, L Wu, S Hu, R Lu, S Wang - Remote Sensing, 2020 - mdpi.com
The rapid evolution of cities has brought new challenges to urban planning and management.
The accurate evaluation of urban functional structure and mixed use is critical, especially …

Two Decades of Terrestrial Water Storage Changes in the Tibetan Plateau and Its Surroundings Revealed through GRACE/GRACE-FO

…, Q Shen, L Jia, Z Su, W Wang, F Deng, B Qiao, H Cui… - Remote Sensing, 2023 - mdpi.com
The Tibetan Plateau (TP) has the largest number of high-altitude glaciers on Earth. As a
source of major rivers in Asia, this region provides fresh water to more than one billion people. …

Classification of urban road functional structure by integrating physical and behavioral features

Q Huang, H Cui, L Xiang - ISPRS Journal of Photogrammetry and Remote …, 2025 - Elsevier
Multisource data can extract diverse urban functional features, facilitating a deeper understanding
of the functional structure of road networks. Street view images and taxi trajectories, as …

Measuring the service capacity of public facilities based on a dynamic voronoi diagram

H Cui, L Wu, S Hu, R Lu - Remote Sensing, 2021 - mdpi.com
The supply–demand relationship of urban public service facilities is the key to measuring a
city’s service level and quality, and a balanced supply–demand relationship is an important …

Research on the driving forces of urban hot spots based on exploratory analysis and binary logistic regression model

H Cui, L Wu, S Hu, R Lu, S Wang - Transactions in GIS, 2021 - Wiley Online Library
The hot spots of people's activities are an important part of urban spatial structure research,
and the analysis of the driving forces of urban hot spots can provide a scientific basis for …

Optimization framework for spatiotemporal analysis units based on floating car data

H Cui, L Wu, Z He - Remote Sensing, 2022 - mdpi.com
Spatiotemporal scale is a basic component of geographical problems because the size of
spatiotemporal units may have a significant impact on the aggregation of spatial data and the …

A New and Robust Index for Water Body Extraction from Sentinel-2 Imagery

…, W Wang, K Hu, J Guo, A Nong, H Cui… - Remote …, 2024 - search.proquest.com
Land surface water is a key part in the global ecosystem balance and hydrological cycle.
Remote sensing has become an effective tool for its spatio-temporal monitoring. However, …

Exploring multidimensional spatiotemporal point patterns based on an improved affinity propagation algorithm

H Cui, L Wu, Z He, S Hu, K Ma, L Yin, L Tao - International journal of …, 2019 - mdpi.com
Affinity propagation (AP) is a clustering algorithm for point data used in image recognition that
can be used to solve various problems, such as initial class representative point selection, …